<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20241031//EN" "JATS-journalpublishing1-4.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">jdm</journal-id>
      <journal-title-group>
        <journal-title>Journal of Diabetes Mellitus</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2160-5858</issn>
      <issn pub-type="ppub">2160-5831</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/jdm.2026.161001</article-id>
      <article-id pub-id-type="publisher-id">jdm-149465</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Stigma in Type 2 Diabetes: A Study from Southern India</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Sri</surname>
            <given-names>Sikha Aruna</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Lakshmi</surname>
            <given-names>Gumpeny</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">0000-0002-7446-1251</contrib-id>
          <name name-style="western">
            <surname>Sridhar</surname>
            <given-names>Gumpeny Ramachandra</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Consultant Psychologist &amp; Psychotherapist, Visakhapatnam, India </aff>
      <aff id="aff2"><label>2</label> Department of Internal Medicine, Gayatri Vidya Parishad Institute of Healthcare &amp; Medical Technology, Visakhapatnam, India </aff>
      <aff id="aff3"><label>3</label> Department of Endocrinology and Diabetes, Endocrine and Diabetes Centre, Visakhapatnam, India </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>09</day>
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>02</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>01</issue>
      <fpage>1</fpage>
      <lpage>20</lpage>
      <history>
        <date date-type="received">
          <day>31</day>
          <month>10</month>
          <year>2025</year>
        </date>
        <date date-type="accepted">
          <day>06</day>
          <month>02</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>09</day>
          <month>02</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/jdm.2026.161001">https://doi.org/10.4236/jdm.2026.161001</self-uri>
      <abstract>
        <p>“Diabetes stigma” refers to a psychological disturbance in an individual who is diagnosed with diabetes. This condition has been studied primarily in subjects with type 1 diabetes whereas research on the stigma associated with type 2 diabetes is scarce, particularly in India. Against this backdrop, the present study focuses on understanding demographic variations in the experience of diabetes stigma. It also examines the association between diabetes stigma and physical activity, stressors as well as the length of diagnosis. This study further explores the predictors of stigma among demographic variables, diabetes duration and life style variables (physical exercise and stressors). 333 subjects with type 2 diabetes mellitus presenting to a tertiary care diabetes and endocrine centre in southern India were recruited (196 men, 137 women age range 25 - 78 years). They were evaluated using the Diabetes Stigma Assessment Scale-2 (DSAS-2) to assess diabetes stigma, along with structured interviews that collected demographic, clinical and lifestyle related information. ANOVA and t-test results showed that the tested demographic variables (age, gender, occupation, level of education and income), clinical and life style variables (diabetes duration, number of stressors and exercise) had significant influence on the experience of diabetes stigma. When these associations were tested using two separate multiple regression models, only age was found to be a significant predictor of stigma in terms of the total stigma experience and its subdomains namely the perception of being treated differently by others, self-stigma and blame and judgment by others. Interestingly, participants’ gender did not differentiate significantly in their experience of stigma. Similarly, all the three tested clinical and life style variables emerged as significant predictors of various domains of diabetes stigma. Diabetes stigma is closely linked with age and clinical features, life style factors such as duration of diabetes, number of stressors being experienced and physical exercise.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Diabetes Stigma</kwd>
        <kwd>Self-Stigma</kwd>
        <kwd>Psychological Effects</kwd>
        <kwd>Demographic</kwd>
        <kwd>Life Style Factors</kwd>
        <kwd>Stress</kwd>
        <kwd>Distress</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Diabetes mellitus is best approached as a biopsychosocial phenomenon, considering the many lifestyle changes involved in its management [<xref ref-type="bibr" rid="B1">1</xref>]. Globally, and in developing countries such as India in particular, diabetes presents a number of psychological and social difficulties that should be successfully managed alongside medical therapy. Disregarding these and focusing only on clinical parameters leads to suboptimal control and resultant complications. Earlier, we documented a number of gender-based differences in people with diabetes in the Indian context: these were related to quality of life, well-being, distress, psychological adjustment to diabetes, depression and social support [<xref ref-type="bibr" rid="B2">2</xref>][<xref ref-type="bibr" rid="B3">3</xref>]. Type 2 diabetes is viewed as a lifestyle condition, and individuals are held accountable for inadequate management. </p>
      <sec id="sec1dot1">
        <title>1.1. Stigma in Lifestyle Diseases</title>
        <p>The general attitude towards people with lifestyle disorders is influenced by stigma, which frequently has its roots in historical contexts that define societal acceptance and exclusion [<xref ref-type="bibr" rid="B4">4</xref>]. Stigmatisation can result from societal perceptions of health and body image, especially when it comes to lifestyle choices and weight. Weight stigma is exacerbated by thin-ideal internalisation, which encourages unfavourable comparisons [<xref ref-type="bibr" rid="B5">5</xref>]. Stigmatisation frequently takes place in social circles, where people with lifestyle disorders may be perceived negatively by others [<xref ref-type="bibr" rid="B6">6</xref>]. Stigma is exacerbated by misconceptions on the controllability of illnesses. For example, blame and discrimination may result from a general belief that lifestyle disorders are exclusively the consequence of human choices [<xref ref-type="bibr" rid="B6">6</xref>]. On the other hand, some contend that social pressure to modify their lifestyle can actually motivate people with stigma to lead better lives. This viewpoint, however, ignores the negative social and psychological effects of stigma, which can impair general health outcomes.</p>
      </sec>
      <sec id="sec1dot2">
        <title>1.2. Stigma in Diabetes</title>
        <p>The stigma associated with diabetes significantly impacts psychological well-being and social interactions, ultimately affecting self-management behaviors. Individuals with diabetes often face discrimination and social rejection, leading to internalized shame and distress, which can hinder their ability to manage their condition effectively. Stigma due to diabetes has been defined as the “social burden of living with diabetes” [<xref ref-type="bibr" rid="B7">7</xref>]. The concept of stigma was proposed in the early 1960’s by Goffman as an “attribute that is deeply discrediting”, that reduces a person from a whole and “usual” person to a “tainted” one defined primarily based on this attribute” [<xref ref-type="bibr" rid="B8">8</xref>]. It has since been refined by sociologists and social psychologists to mean any attribute likely to put an individual at odds with societal norms, resulting in negative stereotyping, prejudice, blame, rejection, status loss and discrimination [<xref ref-type="bibr" rid="B9">9</xref>]. Link and Phelan expanded the concept of stigma to incorporate four attributes: labelling, negative stereotyping, separation and status loss [<xref ref-type="bibr" rid="B10">10</xref>]. This definition is frequently employed in diabetes-related stigma literature [<xref ref-type="bibr" rid="B11">11</xref>]. Diabetes stigma now involves experienced or enacted stigma, perceived or felt stigma, anticipated stigma, internalized or self-stigma and intersectional stigma [<xref ref-type="bibr" rid="B12">12</xref>]. Stigma has been proposed to be a process, resulting from an aggregate of marking, stereotype, isolation, emotional response, loss of status and discrimination [<xref ref-type="bibr" rid="B13">13</xref>]. </p>
      </sec>
      <sec id="sec1dot3">
        <title>1.3. Stigma in Type 2 Diabetes</title>
        <p>Health behaviours and treatment adherence of patients are greatly impacted by the stigma associated with Type 2 diabetes (T2D). A substantial negative link has been uncovered between diabetes stigma and self-care behaviours [<xref ref-type="bibr" rid="B14">14</xref>], with higher stigma being linked with poorer self-care practices. Insulin use and self-monitoring were associated with better self-care, but poor health status and diabetes complications were observed in patients with stigma [<xref ref-type="bibr" rid="B14">14</xref>]. </p>
        <p>Notwithstanding the detrimental effects of stigma, arguments prevail that awareness and education about diabetes can help reduce stigma and improve health outcomes. Addressing these biases is crucial for enhancing the quality of care for individuals with type 2 diabetes.</p>
      </sec>
      <sec id="sec1dot4">
        <title>1.4. Consequences of Stigma</title>
        <p>Stigma significantly impacts mental health outcomes and treatment adherence among individuals with chronic illness, creating barriers that aggravate symptoms and hinder access to care. The multifaceted nature of stigma, including public and self-stigma, results in reduced quality of life, by negatively affecting psychological well-being, social well-being, physical well-being and self-care aspects [<xref ref-type="bibr" rid="B7">7</xref>][<xref ref-type="bibr" rid="B12">12</xref>].</p>
        <p>One important element that contributes to poorer treatment adherence is self-stigma; high levels of self-stigma are associated with weaker drug adherence [<xref ref-type="bibr" rid="B14">14</xref>] and poorer self-care practices are associated with high levels of stigma [<xref ref-type="bibr" rid="B15">15</xref>], leading to delay or avoidance of necessary health-promoting interventions, thus exacerbating their condition [<xref ref-type="bibr" rid="B12">12</xref>]. Stigma is linked to poorer psychological well-being and higher HbA1c levels, suggesting that socioeconomic differences in stigma can lead to worse clinical outcomes [<xref ref-type="bibr" rid="B12">12</xref>]. Stigma levels also vary by the intensity of diabetes management; those on more demanding regimens report greater stigma [<xref ref-type="bibr" rid="B16">16</xref>]. Higher levels of stigma also correlate with lower resilience and increased distress [<xref ref-type="bibr" rid="B17">17</xref>]. Himmelstein and Puhl reported that over half of the participants experienced family discrimination, which was linked to negative consequences such as resentment and concealment of self-care efforts [<xref ref-type="bibr" rid="B18">18</xref>].</p>
        <p>Inversely, while stigma is a significant barrier to effective diabetes management, awareness and education can mitigate its effects, contributing towards health outcomes by reducing discrimination and social isolation [<xref ref-type="bibr" rid="B12">12</xref>].</p>
      </sec>
      <sec id="sec1dot5">
        <title>1.5. Prevalence of Stigma in Type 2 Diabetes</title>
        <p>Many individuals perceive diabetes as a self-inflicted condition, leading to blame and shame, particularly among those having type 2 diabetes [<xref ref-type="bibr" rid="B11">11</xref>].</p>
        <p>Higher levels of stigma are reported among women compared to males, especially around weight and diabetes, with White women showing a higher prevalence [<xref ref-type="bibr" rid="B19">19</xref>].</p>
        <p>Stigma is prevalent in healthcare settings, where patients feel judged or discriminated against, exacerbating feelings of shame [<xref ref-type="bibr" rid="B19">19</xref>][<xref ref-type="bibr" rid="B20">20</xref>].</p>
        <p>The prevalence of diabetes stigma in adults with type 2 diabetes ranges between 12% and 70% [<xref ref-type="bibr" rid="B7">7</xref>], with a female preponderance; the latter was attributed to societal and cultural factors. While studies of stigma in diabetes are sparse in the Indian subcontinent, a few have been conducted in type 1 diabetes mellitus [<xref ref-type="bibr" rid="B21">21</xref>][<xref ref-type="bibr" rid="B22">22</xref>]. Self-stigma was longitudinally assessed using 4-item Stigma Scale for Chronic Illness (SSCI-4) as part of the INDEPENDENT Study among adults from India having mild to moderate depression symptoms. </p>
      </sec>
      <sec id="sec1dot6">
        <title>1.6. Diabetes Stigma in India</title>
        <p>Traditional beliefs give rise to misconceptions about diabetes, attributing it to the failure of the individual or poor lifestyle choices [<xref ref-type="bibr" rid="B23">23</xref>]. Language barriers further complicate communication between healthcare providers and patients, impacting the quality of care [<xref ref-type="bibr" rid="B24">24</xref>]. Women face additional barriers due to societal norms that prioritize family and marriage prospects over health, bringing about reluctance in seeking treatment [<xref ref-type="bibr" rid="B25">25</xref>][<xref ref-type="bibr" rid="B26">26</xref>]. In fulfilling their role as caregivers, women inadvertently neglect self-care. Cultural expectations can lead to women being less likely to receive appropriate diabetes care compared to men [<xref ref-type="bibr" rid="B23">23</xref>]. Offering food during social visits is a significant customary gesture and seen as an expression of affection, respect, and social standing. Stigma prevents people from rejecting the offerings and thus adversely affects dietary control in diabetes. Dietary restrictions recommended for diabetes management clash with cultural food practices, making adherence challenging [<xref ref-type="bibr" rid="B23">23</xref>][<xref ref-type="bibr" rid="B25">25</xref>].</p>
        <p>In this study, we provide a comprehensive account of stigma in subjects with type 2 diabetes. The main objectives are<bold>:</bold></p>
        <p>a) Examining demographic differences with respect to age, gender, education, occupation and income in the experience of diabetes stigma.</p>
        <p>b) Understanding the association and predictive value among demographics and diabetes duration, life style variables (physical exercise and stressors) and experiencing diabetes stigma. </p>
        <p>c) Identifying whether demographic variables, diabetes duration and life style variables (physical exercise and stressors) can act as predictors of stigma. </p>
        <p>In order to determine the type of stressors and number of stressors experienced by patients with a diabetes diagnosis, a structured interview was conducted and data was entered into a structured form. Stressors considered in this study were daily life stressors such as family stress, occupational stress and financial stress. Generally, coping with a single stressor might be easier, while multiple stressors might be more detrimental to the individual with diabetes. Therefore, “number of stressors” (no stressor, one stressor and more than one stressor) rather than “type of stressors” was taken into consideration in this study. The duration of exercise, categorized into no exercise, exercise lasting up to one hour, and exercise exceeding one hour, was taken into account for this study, with this data included as part of the lifestyle information.</p>
      </sec>
    </sec>
    <sec id="sec2">
      <title>2. Methodology</title>
      <sec id="sec2dot1">
        <title>2.1. Participants and Screening</title>
        <p>A cross-sectional design using purposive sampling was chosen to recruit the participants who met the inclusion criteria: a diagnosis of type 2 diabetes, fasting blood glucose ≥ 120 mg/dl, and HBA1c ≥ 7. Eligible adult subjects with type 2 diabetes presenting to a tertiary care endocrine centre from southern India (n: 333; 196 men, 137 women, and age range was 25 - 78 years) who consented to participate in the study were administered the DSAS-2; data on demographic, clinical, and lifestyle-related information was collected. A structured form, developed by the researchers, was used to obtain demographic, clinical and lifestyle-related information. Forms were provided in English and Telugu (the local vernacular language); data were obtained over six months from not more than four subjects in a day. </p>
      </sec>
      <sec id="sec2dot2">
        <title>2.2. Declaration</title>
        <p>a) Ethical approval: The study protocol was approved by the Institutional EDRC ethics committee before its commencement. Participants were briefed on the nature of the study, confidentiality and their right to withdraw from the study. </p>
        <p>b) Consent to participate: All subjects gave an informed signed consent before providing data.</p>
        <p>c) Consent to publish: All subjects gave an informed signed consent for publishing the data.</p>
      </sec>
      <sec id="sec2dot3">
        <title>2.3. Measures</title>
        <p>The type 2 Diabetes Stigma Assessment Scale (DSAS-2), a standardized self-report scale developed by Browne <italic>et</italic><italic>al</italic>. [<xref ref-type="bibr" rid="B27">27</xref>], was used to measure the diabetes stigma. DSAS-2 is a 19-item scale with each item rated on a 5-point Likert scale (1 =strongly disagree, 2 = disagree, 3 = unsure, 4 = agree, and 5 = strongly agree). This tool quantifies the extent and impact of stigma. It is a novel measure of diabetes specific stigma featuring a simple three-factor structure of stigma encompassing both enacted and self-stigma and can be reduced to a single domain for total score calculation. DSAS-2 is a reliable and valid measure of type 2 diabetes-specific stigma. It gives three separate scores for <italic>Treated</italic><italic>Differently</italic> (6 items <italic>α</italic> = 0.88), <italic>Blame</italic><italic>and</italic><italic>Judgment</italic> (7 items, <italic>α</italic> = 0.90), and <italic>Self-stigma</italic> (6 items, <italic>α</italic> = 0.90) domains and also yields the total stigma score (<italic>α</italic> = 0.95). DSAS-2 demonstrated strong psychometric properties like satisfactory concurrent, convergent, and discriminant validity to facilitate research in this area. The scale has been translated into Telugu (local language), and the Linguistic validation method has been used. Permission to translate was acquired from the authorized people and organization.</p>
        <p>A systematic approach was followed to ensure that the translated scale maintained its validity and reliability. Linguistic validation method included four steps; the first step consisted of a forward translation, where the original tool was translated into the target language by bilingual experts. In the second step, a back-translation was conducted, where the translated version was translated back into the original language to check for incongruities. In the third step a panel of experts reviewed the translated scale for clarity and cultural relevance ensuring that the items were appropriate for the study population. A pilot test was then conducted on a small sample (n = 25) to identify any issues with understanding the content and/or culturally inappropriate words. After revising the identified semantic and grammatical errors, the translated version was used for the study. </p>
      </sec>
      <sec id="sec2dot4">
        <title>2.4. Statistical Analysis</title>
        <p>The data was analysed using SPSS version 23. Missing data and data cleaning processes were performed. Initial data analysis was conducted to calculate descriptive statistics and to examine the differences in experiencing diabetes stigma with respect to selected demographic variables. To explore gender differences, independent t tests were conducted and to explore other demographic variables’ differences f-tests were conducted. Additionally, to investigate predictors of diabetes stigma, multiple regression analysis was run. Though there were some categorical and continuous variables, to bring uniformity in regression analysis, the continuous variables were converted into categorical variables by creating meaningful categories. and then, assigned dummy coding to all categorical variables in order to conduct regression analysis.</p>
      </sec>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <sec id="sec3dot1">
        <title>3.1. Demographic Details</title>
        <p>The demographic information is presented in <bold>Table 1</bold>. Of 333 subjects, 58.9% (n = 196) were male. Majority of the participants were middle-aged (65.2% n = 219). In terms of education, the largest number of participants had studied up to tenth-grade (37.2%; n = 124). Occupation wise, the largest group was self-employed (33.9%; n = 113), followed by the homemaker group at 31.3% (n = 105), employees at 27% (n = 90), and the retired group at 7.5% (n = 25). Most of the participants did not have a regular income (<bold>Table 1</bold>). </p>
        <p>Table 1. Sample distribution with respect to select demographic variables.</p>
        <table-wrap id="tbl1">
          <label>Table 1</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Socio</bold>
                  <bold>demographic</bold>
                  <bold>v</bold>
                  <bold>ariable</bold>
                </td>
                <td>
                  <bold>Description</bold>
                </td>
                <td>
                  <bold>Frequency</bold>
                  <bold>&amp;</bold>
                  <bold>%</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="2">Gender</td>
                <td>Male</td>
                <td>196 (58.9)</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>137 (41.1)</td>
              </tr>
              <tr>
                <td rowspan="3">Age</td>
                <td>Less than 40</td>
                <td>59 (17.7)</td>
              </tr>
              <tr>
                <td>41 - 60</td>
                <td>219 (65.2)</td>
              </tr>
              <tr>
                <td>61 &amp; above</td>
                <td>57 (17.1)</td>
              </tr>
              <tr>
                <td rowspan="4">Education</td>
                <td>No education</td>
                <td>48 (14.4)</td>
              </tr>
              <tr>
                <td>Up to tenth grade</td>
                <td>124 (37.2)</td>
              </tr>
              <tr>
                <td>Intermediate &amp; graduation</td>
                <td>106 (31.8)</td>
              </tr>
              <tr>
                <td>Postgraduation and above</td>
                <td>55 (16.5)</td>
              </tr>
              <tr>
                <td rowspan="4">Occupation</td>
                <td>Homemaker</td>
                <td>105 (31.5)</td>
              </tr>
              <tr>
                <td>Self employed</td>
                <td>113 (33.9)</td>
              </tr>
              <tr>
                <td>Employee</td>
                <td>90 (27.0)</td>
              </tr>
              <tr>
                <td>Retired</td>
                <td>25 (7.5)</td>
              </tr>
              <tr>
                <td rowspan="4">Annual income (Indian rupees)</td>
                <td>No income</td>
                <td>117 (35.1)</td>
              </tr>
              <tr>
                <td>Up to three lakhs</td>
                <td>103 (30.9)</td>
              </tr>
              <tr>
                <td>Up to five lakhs</td>
                <td>35 (10.5)</td>
              </tr>
              <tr>
                <td>More than five lakhs</td>
                <td>78 (23.4)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="sec3dot2">
        <title>3.2. Gender Differences in Diabetes Stigma</title>
        <p>The differences in diabetes stigma from socio demographic variables are presented in <bold>Table 2</bold>.</p>
        <p>Table 2. Gender differences in diabetes stigma.</p>
        <table-wrap id="tbl2">
          <label>Table 2</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Domain</bold>
                </td>
                <td>
                  <bold>Gender</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                </td>
                <td>
                  <bold>S.</bold>
                  <bold>D</bold>
                </td>
                <td>
                  <bold>T</bold>
                  <bold>v</bold>
                  <bold>alue</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="2">Treated differently</td>
                <td>Male</td>
                <td>196</td>
                <td>11.56</td>
                <td>4.11</td>
                <td rowspan="2">−1.23</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>137</td>
                <td>12.15</td>
                <td>4.38</td>
              </tr>
              <tr>
                <td rowspan="2">Blame and judgement</td>
                <td>Male</td>
                <td>196</td>
                <td>12.45</td>
                <td>3.57</td>
                <td rowspan="2">−0.376</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>137</td>
                <td>12.61</td>
                <td>3.66</td>
              </tr>
              <tr>
                <td rowspan="2">Self-stigma</td>
                <td>Male</td>
                <td>196</td>
                <td>9.76</td>
                <td>4.16</td>
                <td rowspan="2">−1.06</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>137</td>
                <td>10.23</td>
                <td>3.85</td>
              </tr>
              <tr>
                <td rowspan="2">Total</td>
                <td>Male</td>
                <td>196</td>
                <td>33.77</td>
                <td>9.46</td>
                <td rowspan="2">−1.16</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>137</td>
                <td>34.99</td>
                <td>9.35</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p>Diabetes stigma was found to significantly affect individuals with type 2 diabetes, with gender playing a crucial role in the experience and impact of this stigma. <bold>Table 2</bold> shows gender differences of diabetes stigma between males and females on the three domains of diabetes stigma and total stigma. Mean score of men on <italic>treated differently</italic> domain was (11.56) which was slightly lower than that of women (mean score of 12.15). On the domain <italic>blame and judgement</italic>, the mean score for males was (12.45), which was slightly lower than the females’ mean (12.16). On the domain of <italic>self-stigma</italic> and total stigma, the slight difference in mean score between male (9.76) and female (10.23) was not significant (Males scored 33.77 on total stigma, whereas women scored 34.99). However, the difference in mean scores suggests that female participants experienced higher stigma than males with a small effect size (Cohen’s d: 0.129). </p>
      </sec>
      <sec id="sec3dot3">
        <title>3.3. Age Differences in Diabetes Stigma</title>
        <p>Age differences in diabetes stigma are shown in <bold>Table 3</bold>.</p>
        <p>Table 3. Age differences in diabetes stigma.</p>
        <table-wrap id="tbl3">
          <label>Table 3</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Domain</bold>
                </td>
                <td>
                  <bold>Age</bold>
                  <bold>(in</bold>
                  <bold>years)</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                </td>
                <td>
                  <bold>S.</bold>
                  <bold>D</bold>
                </td>
                <td>
                  <bold>F</bold>
                  <bold>v</bold>
                  <bold>alue</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="3">Treated differently</td>
                <td>&lt;40</td>
                <td>59</td>
                <td>12.69</td>
                <td>4.59</td>
                <td rowspan="3">2.41</td>
              </tr>
              <tr>
                <td>41 - 60</td>
                <td>217</td>
                <td>11.77</td>
                <td>4.18</td>
              </tr>
              <tr>
                <td>61 &amp;&gt;</td>
                <td>57</td>
                <td>10.98</td>
                <td>3.88</td>
              </tr>
              <tr>
                <td rowspan="3">Blame and judgement</td>
                <td>&lt;40</td>
                <td>59</td>
                <td>13.66</td>
                <td>4.13</td>
                <td rowspan="3">5.68**</td>
              </tr>
              <tr>
                <td>41 - 60</td>
                <td>217</td>
                <td>12.49</td>
                <td>3.58</td>
              </tr>
              <tr>
                <td>61 &amp;&gt;</td>
                <td>57</td>
                <td>11.44</td>
                <td>2.70</td>
              </tr>
              <tr>
                <td rowspan="3">Self-stigma</td>
                <td>&lt;40</td>
                <td>59</td>
                <td>11.44</td>
                <td>5.32</td>
                <td rowspan="3">10.57**</td>
              </tr>
              <tr>
                <td>41 - 60</td>
                <td>217</td>
                <td>10.04</td>
                <td>3.77</td>
              </tr>
              <tr>
                <td>61 &amp;&gt;</td>
                <td>57</td>
                <td>8.11</td>
                <td>2.62</td>
              </tr>
              <tr>
                <td rowspan="3">Total</td>
                <td>&lt;40</td>
                <td>59</td>
                <td>37.80</td>
                <td>11.69</td>
                <td rowspan="3">9.04**</td>
              </tr>
              <tr>
                <td>41 - 60</td>
                <td>217</td>
                <td>34.29</td>
                <td>8.96</td>
              </tr>
              <tr>
                <td>61 &amp;&gt;</td>
                <td>59</td>
                <td>30.53</td>
                <td>6.90</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p><bold>Table 3</bold> shows the mean differences on the three domains and total stigma with respect to the three age groups: &lt;40, 41 - 60, 61 &amp; &gt; respectively. All three age groups reported statistically significant differences on the total stigma and <italic>blame</italic><italic>and</italic><italic>judgement</italic> and <italic>self-stigma</italic> domains. Among these three age groups, the &lt;40 years age group reported the highest mean scores. This group scored high mean on the total stigma (11.69), <italic>blame</italic><italic>and</italic><italic>judgement</italic> (13.66) and <italic>self-stigma</italic> domains (11.44). 41 - 60-year-olds scored higher on total stigma (34.29), and <italic>blame</italic><italic>and</italic><italic>judgement</italic> (12.49) and <italic>self-stigma</italic> domains (10.04) compared to 61 and above age olds. Among three age groups, the 61 and above age group scored the lowest mean scores on total stigma (6.90), <italic>blame</italic><italic>and</italic><italic>judgement</italic> (11.44) and <italic>self-stigma</italic> domains (8.11). The lower the age, the higher the stigma experience.</p>
      </sec>
      <sec id="sec3dot4">
        <title>
          3.4. Differences in Diabetes Stigma with Respect to Educati
          <italic>on</italic>
        </title>
        <p><bold>Table 4</bold> shows differences in diabetes stigma in relation to education.</p>
        <p>Table 4. Differences in diabetes stigma with respect to education.</p>
        <table-wrap id="tbl4">
          <label>Table 4</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Domain</bold>
                </td>
                <td>
                  <bold>Education</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                </td>
                <td>
                  <bold>S.D</bold>
                </td>
                <td>
                  <bold>F</bold>
                  <bold>v</bold>
                  <bold>alue</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="4">Treated differently</td>
                <td>No education</td>
                <td>48</td>
                <td>13.15</td>
                <td>3.64</td>
                <td rowspan="4">2.84*</td>
              </tr>
              <tr>
                <td>
                  Up to 10
                  <sup>th</sup>
                </td>
                <td>124</td>
                <td>12.03</td>
                <td>4.53</td>
              </tr>
              <tr>
                <td>Intermediate &amp; graduation</td>
                <td>106</td>
                <td>11.30</td>
                <td>4.05</td>
              </tr>
              <tr>
                <td>Post-graduation &amp; others</td>
                <td>55</td>
                <td>11.05</td>
                <td>4.11</td>
              </tr>
              <tr>
                <td rowspan="4">Blame and judgement</td>
                <td>No education</td>
                <td>48</td>
                <td>11.88</td>
                <td>3.43</td>
                <td rowspan="4">0.65</td>
              </tr>
              <tr>
                <td>
                  Up to 10
                  <sup>th</sup>
                </td>
                <td>124</td>
                <td>12.59</td>
                <td>3.61</td>
              </tr>
              <tr>
                <td>Intermediate &amp; graduation</td>
                <td>106</td>
                <td>12.74</td>
                <td>3.61</td>
              </tr>
              <tr>
                <td>Post-graduation &amp; others</td>
                <td>55</td>
                <td>12.49</td>
                <td>3.74</td>
              </tr>
              <tr>
                <td rowspan="4">Self-stigma</td>
                <td>No education</td>
                <td>48</td>
                <td>10.73</td>
                <td>3.58</td>
                <td rowspan="4">1.63</td>
              </tr>
              <tr>
                <td>
                  Up to 10
                  <sup>th</sup>
                </td>
                <td>124</td>
                <td>10.06</td>
                <td>4.21</td>
              </tr>
              <tr>
                <td>Intermediate &amp; graduation</td>
                <td>106</td>
                <td>9.31</td>
                <td>3.94</td>
              </tr>
              <tr>
                <td>Post-graduation &amp; others</td>
                <td>55</td>
                <td>10.27</td>
                <td>4.12</td>
              </tr>
              <tr>
                <td rowspan="4">Total</td>
                <td>No education</td>
                <td>48</td>
                <td>35.75</td>
                <td>8.36</td>
                <td rowspan="4">0.854</td>
              </tr>
              <tr>
                <td>
                  Up to 10
                  <sup>th</sup>
                </td>
                <td>124</td>
                <td>34.69</td>
                <td>9.85</td>
              </tr>
              <tr>
                <td>Intermediate &amp; graduation</td>
                <td>106</td>
                <td>33.35</td>
                <td>9.05</td>
              </tr>
              <tr>
                <td>Post-graduation &amp; others</td>
                <td>55</td>
                <td>33.82</td>
                <td>10.00</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p>The mean differences among four levels of education groups were as follows: all education groups scored a significant mean difference on the domain <italic>treated</italic><italic>differently</italic>. Individuals who were not educated scored the highest mean score 13.15 among all groups on this domain. Up to 10<sup>th</sup> grade, the group scored a high mean of 12.03; the intermediate and graduation group scored 11.03, and the postgraduate &amp; others group scored 11.05, which was the lowest mean score among all four groups on the domain <italic>treated</italic><italic>differently</italic>. Though it was not statistically significant, on total stigma, the no education group scored the highest mean among the four groups on total stigma. </p>
      </sec>
      <sec id="sec3dot5">
        <title>3.5. Differences in the Experience of Diabetes Stigma with Respect to Occupation</title>
        <p><bold>Table 5</bold> shows differences in diabetes stigma with respect to occupation.</p>
        <p>Table 5. Differences in the experience of diabetes stigma with respect to occupation.</p>
        <table-wrap id="tbl5">
          <label>Table 5</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Domain</bold>
                </td>
                <td>
                  <bold>Occupation</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                </td>
                <td>
                  <bold>S.D</bold>
                </td>
                <td>
                  <bold>F</bold>
                  <bold>v</bold>
                  <bold>alue</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="4">Treated differently</td>
                <td>Home maker</td>
                <td>105</td>
                <td>12.19</td>
                <td>4.28</td>
                <td rowspan="4">3.66**</td>
              </tr>
              <tr>
                <td>Self employed</td>
                <td>113</td>
                <td>12.46</td>
                <td>4.08</td>
              </tr>
              <tr>
                <td>Employee</td>
                <td>90</td>
                <td>10.94</td>
                <td>4.29</td>
              </tr>
              <tr>
                <td>Retired</td>
                <td>25</td>
                <td>10.24</td>
                <td>3.75</td>
              </tr>
              <tr>
                <td rowspan="4">Blame and judgement</td>
                <td>Home maker</td>
                <td>105</td>
                <td>12.43</td>
                <td>3.44</td>
                <td rowspan="4">1.62</td>
              </tr>
              <tr>
                <td>Self employed</td>
                <td>113</td>
                <td>12.78</td>
                <td>3.72</td>
              </tr>
              <tr>
                <td>Employee</td>
                <td>90</td>
                <td>12.69</td>
                <td>3.75</td>
              </tr>
              <tr>
                <td>Retired</td>
                <td>25</td>
                <td>11.08</td>
                <td>2.98</td>
              </tr>
              <tr>
                <td rowspan="4">Self-stigma</td>
                <td>Home maker</td>
                <td>105</td>
                <td>10.03</td>
                <td>3.70</td>
                <td rowspan="4">3.31*</td>
              </tr>
              <tr>
                <td>Self employed</td>
                <td>113</td>
                <td>9.94</td>
                <td>4.14</td>
              </tr>
              <tr>
                <td>Employee</td>
                <td>90</td>
                <td>10.52</td>
                <td>4.43</td>
              </tr>
              <tr>
                <td>Retired</td>
                <td>25</td>
                <td>7.68</td>
                <td>2.59</td>
              </tr>
              <tr>
                <td rowspan="4">Total</td>
                <td>Home maker</td>
                <td>105</td>
                <td>34.65</td>
                <td>8.63</td>
                <td rowspan="4">3.07*</td>
              </tr>
              <tr>
                <td>Self employed</td>
                <td>113</td>
                <td>35.18</td>
                <td>9.39</td>
              </tr>
              <tr>
                <td>Employee</td>
                <td>90</td>
                <td>34.16</td>
                <td>10.32</td>
              </tr>
              <tr>
                <td>Retired</td>
                <td>25</td>
                <td>29.00</td>
                <td>8.03</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p>The homemaker group includes females who are only involved in household chores. Self-employed groups include business people or entrepreneurs. <bold>Table 5</bold> shows the differences among the groups in experiencing diabetes stigma. There is a statistically significant difference among four groups on total stigma. Among the four groups, the self-employed group scored the highest mean (35.18), followed by the homemaker group (34.65) and the self-employed group (35.18), and the retired group scored the lowest mean (29.00). On the domain <italic>treated</italic><italic>differently</italic>, the four groups showed statistically significant differences. The self-employed group showed the highest mean scores (12.46), followed by the homemaker group (12.19), the employee group (10.94), and the retired group (10.24). On the domain of <italic>self-stigma</italic>, employee group scored the highest mean (10.52), the homemaker group scored (10.03), the self-employed group scored (9.94), and the retired group scored the lowest scores (7.68). </p>
      </sec>
      <sec id="sec3dot6">
        <title>3.6. Differences in the Experience of Diabetes Stigma with Respect to Income</title>
        <p><bold>Table 6</bold> shows differences in diabetes stigma with respect to income.</p>
        <p>Table 6. Differences in the experience of diabetes stigma with respect to income.</p>
        <table-wrap id="tbl6">
          <label>Table 6</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Domain</bold>
                </td>
                <td>
                  <bold>Income</bold>
                  <bold>(per</bold>
                  <bold>annum)</bold>
                </td>
                <td>
                  <bold>N</bold>
                </td>
                <td>
                  <bold>Mean</bold>
                </td>
                <td>
                  <bold>S.D</bold>
                </td>
                <td>
                  <bold>F</bold>
                  <bold>v</bold>
                  <bold>alue</bold>
                </td>
              </tr>
              <tr>
                <td rowspan="2">Treated differently</td>
                <td>No income</td>
                <td>117</td>
                <td>12.09</td>
                <td>4.22</td>
                <td rowspan="2">2.94*</td>
              </tr>
              <tr>
                <td>Up to 3 lakhs</td>
                <td>103</td>
                <td>12.45</td>
                <td>4.11</td>
              </tr>
              <tr>
                <td rowspan="2">Treated differently</td>
                <td>&gt;3 to 5 lakhs</td>
                <td>35</td>
                <td>11.37</td>
                <td>3.88</td>
                <td rowspan="2">2.94*</td>
              </tr>
              <tr>
                <td>&gt;5 lakhs</td>
                <td>78</td>
                <td>10.69</td>
                <td>4.39</td>
              </tr>
              <tr>
                <td rowspan="4">Blame and judgement</td>
                <td>No income</td>
                <td>117</td>
                <td>12.37</td>
                <td>3.45</td>
                <td rowspan="4">0.40</td>
              </tr>
              <tr>
                <td>Up to 3 lakhs</td>
                <td>103</td>
                <td>12.73</td>
                <td>3.81</td>
              </tr>
              <tr>
                <td>&gt;3 to 5 lakhs</td>
                <td>35</td>
                <td>12.89</td>
                <td>3.78</td>
              </tr>
              <tr>
                <td>&gt;5 lakhs</td>
                <td>78</td>
                <td>12.29</td>
                <td>3.50</td>
              </tr>
              <tr>
                <td rowspan="4">Self-stigma</td>
                <td>No income</td>
                <td>117</td>
                <td>9.95</td>
                <td>3.66</td>
                <td rowspan="4">0.002</td>
              </tr>
              <tr>
                <td>Up to 3 lakhs</td>
                <td>103</td>
                <td>9.94</td>
                <td>4.03</td>
              </tr>
              <tr>
                <td>&gt;3 to 5 lakhs</td>
                <td>35</td>
                <td>9.4</td>
                <td>3.66</td>
              </tr>
              <tr>
                <td>&gt;5 lakhs</td>
                <td>78</td>
                <td>9.99</td>
                <td>4.76</td>
              </tr>
              <tr>
                <td rowspan="4">Total</td>
                <td>No income</td>
                <td>117</td>
                <td>34.41</td>
                <td>8.70</td>
                <td rowspan="4">0.77</td>
              </tr>
              <tr>
                <td>Up to 3 lakhs</td>
                <td>103</td>
                <td>35.12</td>
                <td>9.73</td>
              </tr>
              <tr>
                <td>&gt;3 to 5 lakhs</td>
                <td>35</td>
                <td>34.20</td>
                <td>8.98</td>
              </tr>
              <tr>
                <td>&gt;5 lakhs</td>
                <td>78</td>
                <td>32.97</td>
                <td>10.24</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p>Although no significant differences were noted in other domains, the domain <italic>treated</italic><italic>differently</italic>, revealed a significant difference among four groups in experiencing stigma. Up to 3 lakhs group scored the highest mean (12.45), followed by the no income group (12.09), the &gt;3 to 5 lakhs group scored (11.37), and the &gt;5 lakhs group scored the lowest mean (10.69).</p>
      </sec>
      <sec id="sec3dot7">
        <title>3.7. Association of Diabetes Stigma with Respect to Demographics</title>
        <p>The association of diabetes stigma from socio demographic variables and clinical and lifestyle variables is shown in <bold>Table 7</bold>.</p>
        <p>Table 7. Association of diabetes stigma with respect to demographics.</p>
        <table-wrap id="tbl7">
          <label>Table 7</label>
          <table>
            <tbody>
              <tr>
                <td>
                </td>
                <td colspan="2">
                  <italic>
                    <bold>DSAS</bold>
                  </italic>
                  <bold>-</bold>
                  <bold>2</bold>
                  <italic>
                    <bold>total</bold>
                  </italic>
                </td>
                <td colspan="2">
                  <italic>
                    <bold>DSAS</bold>
                  </italic>
                  <bold>-</bold>
                  <bold>2</bold>
                  <italic>
                    <bold>domain</bold>
                  </italic>
                  <bold>1</bold>
                </td>
                <td colspan="2">
                  <italic>
                    <bold>DSAA</bold>
                  </italic>
                  <bold>-</bold>
                  <bold>2</bold>
                  <italic>
                    <bold>domain</bold>
                  </italic>
                  <bold>2</bold>
                </td>
                <td colspan="2">
                  <italic>
                    <bold>DSAS</bold>
                  </italic>
                  <bold>-</bold>
                  <bold>2</bold>
                  <italic>
                    <bold>domain</bold>
                  </italic>
                  <bold>3</bold>
                </td>
              </tr>
              <tr>
                <td>SES variables</td>
                <td>Coefficient (95% CI)</td>
                <td>P value</td>
                <td>Coefficient (95% CI)</td>
                <td>P value</td>
                <td>Coefficient (95% CI)</td>
                <td>P value</td>
                <td>Coefficient (95% CI)</td>
                <td>P value</td>
              </tr>
              <tr>
                <td>Age</td>
                <td>−0.22 (−5.33, −1.81)</td>
                <td>0.001**</td>
                <td>−0.108 (−1.56, 0.02)</td>
                <td>0.05*</td>
                <td>−0.17 (−1.76, −0.40)</td>
                <td>0.005**</td>
                <td>−0.25 (−2.46, −0.96)</td>
                <td>0.001**</td>
              </tr>
              <tr>
                <td>Education</td>
                <td>−0.06 (−1.85, −0.93)</td>
                <td>0.35</td>
                <td>−0.10 (−1.04, 0.09)</td>
                <td>0.10</td>
                <td>0.06 (−0.24, 0.72)</td>
                <td>0.32</td>
                <td>−0.80 (−0.90, 0.16)</td>
                <td>0.18</td>
              </tr>
              <tr>
                <td>Occupation</td>
                <td>−0.01 (−1.78, 1.47)</td>
                <td>0.85</td>
                <td>−0.81 (−1.04, 0.43)</td>
                <td>0.41</td>
                <td>−0.01 (0.68, −0.52)</td>
                <td>0.87</td>
                <td>0.04 (−0.49, 0.89)</td>
                <td>0.56</td>
              </tr>
              <tr>
                <td>Income</td>
                <td>−0.01 (−1.34, 1.2)</td>
                <td>0.93</td>
                <td>0.99 (−0.87, 0.28)</td>
                <td>0.31</td>
                <td>−0.01 (−0.53, 0.46)</td>
                <td>0.88</td>
                <td>0.07 (−0.27, 0.82)</td>
                <td>0.32</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
      </sec>
      <sec id="sec3dot8">
        <title>3.8. Clinical and Lifestyle Variables</title>
        <p><bold>Table 8</bold> shows the association of diabetes stigma with respect to clinical and lifestyle variables.</p>
        <p>Table 8. Clinical and lifestyle variables.</p>
        <table-wrap id="tbl8">
          <label>Table 8</label>
          <table>
            <tbody>
              <tr>
                <td>
                  <bold>Duration</bold>
                  <bold>of</bold>
                  <bold>d</bold>
                  <bold>iabetes</bold>
                </td>
                <td>−0.18(−2.69, −0.74)</td>
                <td>0.001</td>
                <td>−0.04(−0.61, 0.28)</td>
                <td>0.47</td>
                <td>−0.27(−1.35, −0.61)</td>
                <td>0.001**</td>
                <td>−0.14 (−0.98, −0.14)</td>
                <td>0.01**</td>
              </tr>
              <tr>
                <td>
                  <bold>Exercise</bold>
                </td>
                <td>−0.13 (−2.94, −0.33)</td>
                <td>0.01**</td>
                <td>−0.13(−1.36, −0.16)</td>
                <td>0.01**</td>
                <td>−0.04(−0.71, 0.28)</td>
                <td>0.39</td>
                <td>−0.12(−1.22, −0.10)</td>
                <td>0.02</td>
              </tr>
              <tr>
                <td>
                  <bold>No.</bold>
                  <bold>of</bold>
                  <bold>s</bold>
                  <bold>tressors</bold>
                </td>
                <td>0.11 (0.17, 3.38)</td>
                <td>0.05*</td>
                <td>0.08 (−0.15, 1.13)</td>
                <td>0.12</td>
                <td>0.02 (−0.47, 0.75)</td>
                <td>0.65</td>
                <td>0.16 (0.37, 1.75)</td>
                <td>0.005**</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>*p ≤ 0.05, **p ≤ 0.01.</p>
        <p>DSAS-2 Total</p>
        <p>DSAS-2 domain 1-<italic>Treated</italic><italic>differently</italic></p>
        <p>DSAS-2 domain 2-<italic>Blame</italic><italic>and</italic><italic>judgement</italic></p>
        <p>DSAS-2 domain 3-<italic>Self</italic><italic>stigma</italic></p>
        <p>R<sup>2</sup> value-0.44-DSAS-2 total and demographics</p>
        <p>R<sup>2</sup> value-0.31-DSAS-2 domain 1-<italic>Treated</italic><italic>differently</italic></p>
        <p>R<sup>2</sup> value-0.22-DSAS-2 domain 2-<italic>Blame</italic><italic>and</italic><italic>judgement</italic></p>
        <p>R<sup>2</sup> value-0.55-DSAS-2 domain 3-<italic>Self</italic><italic>stigma</italic></p>
        <p>R<sup>2</sup> value-0.70-DSAS-2 total and clinical &amp; lifestyle variables</p>
        <p>R<sup>2</sup> value-0.23-DSAS-2 domain 1-<italic>Treated</italic><italic>differently</italic></p>
        <p>R<sup>2</sup> value-0.77-DSAS-2 domain 2-<italic>Blame</italic><italic>and</italic><italic>judgement</italic></p>
        <p>R<sup>2</sup> value-0.65-DSAS-2 domain 3-<italic>Self</italic><italic>stigma</italic></p>
        <p>The three age groups (less than 40 years, 41 - 60 years and above 60 years) had significant differences in total diabetes stigma (F = 9.04, p ≤ 0.01), blame and judgment (F = 5.68, p ≤ 0.01) and self-stigma (F = 10.57, p ≤ 0.01). The four educational groups (no education, up to 10<sup>th</sup> grade, intermediate and graduation and post-graduation) had significant difference on only <italic>treated</italic><italic>differently</italic> subscale of <italic>diabetes</italic><italic>stigma</italic> scale (F = 2.84, p ≤ 0.05), with no-education group reporting higher scores. Significant differences were observed among the four occupation groups on various subscales of the stigma scale. The four occupation groups (homemaker, self-employed, employee and retired) had significant differences in <italic>treated</italic><italic>differently</italic> (F = 3.66, p ≤ 0.01), <italic>self-stigma</italic> (F = 3.31, p ≤ 0.05) and on <italic>total</italic><italic>stigma</italic> (F = 3.07, p ≤ 0.05). </p>
        <p>Further analysis was conducted to see how the selected clinical and lifestyle variables (diabetes duration, physical exercise and number of stressors being experienced) were related to diabetes stigma and its subscales. Diabetes duration was significantly related to the experience of diabetes stigma. The four diabetes duration groups (less than one year, 1 to &lt;5 years, 5 to 10 years and more than 10 years) had significant differences on total diabetes stigma (F = 5.95, p ≤ 0.01), <italic>blame</italic><italic>and</italic><italic>judgment</italic> (F = 12.21, p ≤ 0.01) and <italic>self-stigma</italic> (F = 3.19, p ≤ 0.01). It was the participants with the least diabetes duration (<italic>i.e.</italic> less than one year) who reported experiencing higher levels of scores on these dimensions. The three exercise groups (no exercise, up to 1 hour and more than 1 hour) differed significantly on the domain <italic>treated</italic><italic>differently</italic> (F = 4.0, p ≤ 0.05), self-stigma (F = 4.69, p ≤ 0.01) and total stigma (F = 5.30, p ≤ 0.01). Also, number of stressors currently being experienced by the participants, were found to be related to the experience of stigma among the participants. The three groups (no stressors, one stressor and more than one stressor) had significant differences on <italic>self-stigma</italic> (F = 5.45, p ≤ 0.01) and total stigma (F = 3.0, p ≤ 0.05). Among the three, more than one stressor group reported experiencing more <italic>self-stigma</italic> and <italic>total</italic><italic>stigma.</italic></p>
      </sec>
      <sec id="sec3dot9">
        <title>3.9. Diabetes Stigma and Associated Factors</title>
        <p>Two separate multiple regression analyses were run to predict which of the demographic/clinical/life style variable(s) most contribute to the variance observed in diabetes stigma scores. We removed gender from further logistic analysis as it did not show any significant association. Of all the four demographic variables used in the model (age, education, occupation and income), only age significantly predicted the score on the total diabetes stigma (<italic>β</italic> = −0.22, p ≤ 0.001), treated differently (<italic>β</italic> = −0.11, p ≤ 0.05), self−stigma (<italic>β</italic> = −0.17, p ≤ 0.05) and blame and judgment (<italic>β</italic> = −0.22, p ≤ 0.001). It was observed that the demographics had a moderate association with <italic>total</italic><italic>stigma</italic> and causing approximately 44% of the variance in the experience of stigma. </p>
        <p>Multiple regression analysis with selected clinical and selected lifestyle variables as predictor variables showed that total diabetes stigma was significantly predicted by all the three variables: diabetes duration (<italic>β</italic> = −0.18, p ≤ 0.001), exercise (<italic>β</italic> = −0.13, p ≤ 0.01), and number of stressors (<italic>β</italic> = 0.11, p ≤ 0.05). Scores on <italic>blame</italic><italic>and</italic><italic>judgment</italic> were significantly predicted by diabetes duration (<italic>β</italic> = −0.14, p ≤ 0.01), exercise (<italic>β</italic> = −0.12, p ≤ 0.05) and number of stressors (<italic>β</italic> = 0.16, p ≤ 0.005). Scores on <italic>treated</italic><italic>differently</italic> were significantly associated with only exercise (<italic>β</italic> = −0.13, p ≤ 0.01), and scores on <italic>self</italic><italic>-</italic><italic>stigma</italic> were significantly associated with only diabetes duration (<italic>β</italic> = −0.27, p ≤ 0.001). About 70% of the variance in the experience of stigma can be explained by the duration of diabetes, exercise, and stressors. This suggests a strong, significant association between predictors (duration of diabetes, exercise, and stressors) and the outcome (diabetes stigma). </p>
        <p>To ensure that the predictor variables are not highly correlated, we checked collinearity to find Variance Inflation Factor (VIF). The VIF’ values for demographics were on age (1.002), education (1.351), occupation (1.181) and income (1.536). The VIF values for clinical and lifestyle variables were on duration of diabetes (1.019), exercise (1.020), and number of stressors (1.004). The values for VIF indicated that there was no correlation between a given predictor variable and any other predictor variables in the model. It was found that none of the VIF values for the predictor variable were greater than 5 indicating that multicollinearity was not a problem in this regression model. </p>
      </sec>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>Using the DSAS-2 instrument to measure diabetes stigma in a southern Indian population, our study demonstrated that diabetes stigma exists across age groups, without any gender difference. The results of our study aligned with prior studies in the area, with the exception that type 2 diabetes patients above 50 years of age [<xref ref-type="bibr" rid="B28">28</xref>] experienced significantly higher diabetes stigma. The same study found that problematic stigma affected 24.71% of patients, highlighting the impact of age on stigma perception in this population<bold>.</bold>The primary components underlying diabetes stigma were perceived stigma and self-stigma. Those under the age of forty obtained high scores on the domains of <italic>blame and judgment</italic>,<italic>self-stigma</italic>, and <italic>total stigma</italic> ratings. During clinical observations, individuals in this age range stated concerns about future marriage prospects (among the unmarried) or that they might be perceived as weak and sexually less potent by their partner due to diabetes (among the married).</p>
      <p>The considerable disparity between the no-education group and diabetes stigma could be attributed to a lack of awareness of the disease and unfavourable expectations about how they might be treated for having diabetes, as a manifestation of perceived stigma. Earlier studies showed that higher level of education was linked with perceived diabetes stigma and non-disclosure of their diabetes [<xref ref-type="bibr" rid="B29">29</xref>][<xref ref-type="bibr" rid="B30">30</xref>]. In our sample, reported stigma was associated with low education levels, similar to the observations of Kato <italic>et</italic><italic>al</italic>. [<xref ref-type="bibr" rid="B31">31</xref>]. Studies show that individuals with lower education levels report higher stigma related to diabetes, including feelings of <italic>blame</italic><italic>and</italic><italic>judgement</italic> from others [<xref ref-type="bibr" rid="B28">28</xref>]. Higher education levels are associated with better self-care behaviours, which are negatively impacted by stigma [<xref ref-type="bibr" rid="B14">14</xref>].</p>
      <p>Diabetes stigma with respect to occupational differences shows that employees experience more <italic>self-stigma</italic> when compared to other occupational groups. Approximately 12% of employed type 2 diabetes patients reported experiencing stigma, which correlated with higher hospitalization rates, indicating poorer health outcomes [<xref ref-type="bibr" rid="B17">17</xref>]. According to a Danish study 6% of people with type 2 diabetes experienced discrimination at work, due to their diabetes status [32]. The differences in the experience of diabetes-specific stigma related to occupation suggests that those with an active social life face greater diabetes stigma, whereas those who are retired (aged) are less socialized and have a higher acceptance of their illness.</p>
      <p>The impact of income on diabetes stigma could be related to poor self-esteem and a lack of resources that prevent sufficient awareness regarding the disease and the pursuit of relevant care. Patients with lower income, education, and employment status exhibited significantly higher stigma scores, indicating a clear link between socioeconomic factors, adverse psychosocial outcomes, including food insecurity and depressive symptoms, and stigma perception [<xref ref-type="bibr" rid="B28">28</xref>][<xref ref-type="bibr" rid="B32">32</xref>]. A study found that participants with type 1 diabetes from lower household income backgrounds reported higher stigma scores compared to those with higher incomes. However, specific data on income differences influencing stigma perception in type 2 diabetes individuals was not explained. Income differences could influence the perception of diabetes stigma, with lower-income individuals experiencing higher levels of stigma due to societal attitudes, limited access to healthcare, and increased vulnerability to negative stereotypes associated with diabetes [<xref ref-type="bibr" rid="B33">33</xref>]. </p>
      <p>Our study does not mirror these findings. We show that the four income groups (no income, up to 3 lakhs, 3 to 5 lakhs and above 5 lakhs) had significant differences only on the <italic>treated</italic><italic>differently</italic> domain of DSAS 2 (F = 2.94, p ≤ 0.05). The no-income group could have underlying low self-esteem which may have in turn led to an amplification of the feeling that they were <italic>treated</italic><italic>differently</italic> by others due to their diabetes condition. It is interesting to note that no significant differences were observed between the male and the female participants on any of the diabetes stigma sub-scales and on <italic>total</italic><italic>stigma</italic>. This does not align with an earlier report where women with type 2 diabetes reported more frequent experiences of weight stigma and diabetes-related stigma than men.</p>
      <sec id="sec4dot1">
        <title>4.1. Duration of Diabetes and Diabetes Stigma</title>
        <p>As the duration of diabetes increases, so does the experience of stigma, which in turn exacerbates mental health issues such as depression and anxiety. Individuals with longer diabetes duration often report higher levels of stigma, which can manifest as social rejection and internalized shame [<xref ref-type="bibr" rid="B34">34</xref>]. The scarcity of research shows the need to investigate the relationship between duration of diabetes and diabetes stigma. </p>
        <p>In relation to the duration of diabetes persons with a recent diagnosis (less than one year) feel stigmatized about type 2 diabetes, as they may blame themselves for their disease, and perceive that others are judging them adversely for having type 2 diabetes. The low scores on the domains of blame and judgment, as well as self-stigma, among individuals who have been suffering for more than 10 years show that they may not feel as much stigma in revealing that they have diabetes since, as they get older, people may ascribe the diagnosis to their age and accept it. </p>
      </sec>
      <sec id="sec4dot2">
        <title>4.2. Physical Exercise and Diabetes Stigma</title>
        <p>Physical exercise plays a significant role in moderating stigma associated with type 2 diabetes by promoting physical health, enhancing self-efficacy, and fostering social engagement. Regular physical activity not only improves glycaemic control but also empowers individuals to take charge of their health, which can counteract negative perceptions surrounding diabetes. Regular exercise enhances insulin sensitivity and blood glucose management, which can lead to better health outcomes [<xref ref-type="bibr" rid="B35">35</xref>]. Exercise promotes a sense of achievement and control over one’s health, which can combat feelings of shame and inadequacy often associated with diabetes [<xref ref-type="bibr" rid="B23">23</xref>]. Group exercise programs can create supportive communities, ameliorating isolation and help individuals feel more accepted [<xref ref-type="bibr" rid="B36">36</xref>]. Skilled education about the benefits of exercise can challenge misconceptions about diabetes, reducing stigma through informed discussions [<xref ref-type="bibr" rid="B23">23</xref>]</p>
        <p>The association between physical exercise and diabetes stigma in individuals with type 2 diabetes is complex, as both weight related self-stigma and diabetes stigma can significantly impact health behaviors, including exercise. Higher levels of weight related self-stigma correlate with lower levels of physical activity and poorer dietary self-care among adults with type 2 diabetes [<xref ref-type="bibr" rid="B37">37</xref>]. Stigmatization can lead to negative self-perception and reduced motivation, which in turn affects physical activity levels. High levels of diabetes-related stigma correlate with lower adherence to exercise regimens, as individuals may feel judged or marginalized [<xref ref-type="bibr" rid="B14">14</xref>]. </p>
        <p>The present study findings reveal that the no-exercise group had high stigma scores while the exercise group had low stigma scores on the domains of being <italic>treated</italic><italic>differently</italic>, <italic>self-stigma</italic>, and overall stigma. Although existing diabetes studies have not directly examined the impact of exercise on diabetes stigma, exercise is seen to generally help individuals feel good, which may lead to enhanced self-perceptions, less stigmatization, and a greater perceived ability to manage their condition by following a healthy lifestyle. </p>
      </sec>
      <sec id="sec4dot3">
        <title>4.3. Daily Life Stressors and Diabetes Stigma</title>
        <p>Individuals deal with everyday life stressors like family stress, work related stress, financial stress and sometimes all of these at once. These daily life stressors can precipitate a negative impact on the individual’s perception of diabetes. Family stress can aggravate diabetes stigma, showing that familial relationships and support systems influence the perception of stigma, and thereby their ability to manage their disease. There is little research exploring the association between life stressors and stigma. </p>
        <p>We explored the association between daily life stressors (family stress, occupational stress and financial stress) and diabetes stigma. </p>
        <p>The variations in the experience of diabetes specific stigma in relation to the number of stressors experienced shows that stress affects the perception and experience of stigma and may have a negative impact on seeking support and self-disclosure about the disease. We are not aware of studies of diabetes investigating the relationship between stressors and diabetes specific stigma. Studies in other chronic health conditions showed that functional limitations and stressors are associated with stigma across chronic health conditions. In adults with type 1 diabetes, exposure to stressors was shown to provide a greater sense of mastery over the stressor which may be associated with less stigma [<xref ref-type="bibr" rid="B11">11</xref>].</p>
        <p>Multivariate regression analysis showed that age is the most significant predictor of diabetes stigma. The other demographic variables are not significant predictors. The younger age group reported both experienced stigma and self-stigma. They may also witness their family members or friends reminding them of their dietary and other lifestyle changes to be implemented. All three tested lifestyle variables (duration of diabetes, number of stressors and duration of exercise) emerged as significant predictors of various domains of diabetes specific stigma. This reinforces the view of type 2 diabetes as a lifestyle disease.</p>
        <p>Total diabetes stigma was significantly predicted by all three clinical and lifestyle variables. Similarly, scores on <italic>blame</italic><italic>and</italic><italic>judgment</italic> were significantly predicted by diabetes duration, exercise and number of stressors (<italic>β</italic> = 0.16, p ≤ 0.005). Scores on <italic>treated</italic><italic>differently</italic> were significantly associated with only exercise and scores on <italic>self-stigma</italic> were significantly associated with only diabetes duration. </p>
      </sec>
      <sec id="sec4dot4">
        <title>4.4. Limitations of the Study</title>
        <p>As our research is cross sectional it cannot measure change and cannot establish cause and effect relationship. Underrepresentation of females might cause biased results and difficulty in generalization.</p>
        <p>The responses were self-reported subjective experiences as in most psychological studies, and might affect the result. Marital status was not taken into consideration for this study because the majority of our study population is married, and very few participants are single. However, this might be investigated in future studies to determine how family support and unmarried individuals perceptions and disclosures of diabetes influences perception and disclosure of diabetes based on marital status.</p>
      </sec>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion and Future Directions</title>
      <p>Our study showed that young age without formal education hailing from low-income families experienced more diabetes stigma. There was also a strong association of stigma with shorter duration of diabetes, sedentary lifestyle and having higher number of stressors. The resources for health-promoting behaviours might not be accessible to these people. The association between socioeconomic factors and stigma experience shows that policies aiding subjects with diabetes can support lower income patients to gain access to the resources. </p>
      <p>Stigma stems from cultural attitudes and misconceptions about diabetes, resulting in poorer compliance especially when combined with psychological stressors. </p>
      <p>This study adds to the diabetes stigma literature in type 2 diabetes from a sample from southern India. The broad areas of stigma were related to perceived stigma and self-stigma. Identification is the first step towards prevention of stigma in type 2 diabetes mellitus. An international consensus statement published in 2024 paved a roadmap to end diabetes stigma and discrimination globally [<xref ref-type="bibr" rid="B12">12</xref>]. Our study adds to the growing international evidence to reach the goal; several problems must be overcome including insufficient funding by global agencies and performing longitudinal studies to identify drivers of stigma as well as facilitators to prevent it [<xref ref-type="bibr" rid="B12">12</xref>]. Lifestyle variables are closely linked with the various domains of diabetes stigma. The findings can be replicated in other geographical regions, and by including more variables that may influence diabetes stigma.</p>
    </sec>
    <sec id="sec6">
      <title>Acknowledgements</title>
      <p>ASS is grateful to Late Prof. K Madhu, Former Professor and Head, Department of Psychology &amp; Para psychology, Andhra University, for his guidance and unwavering motivation and wishes to place thanks on record to all the study participants for their co-operation and patience. Were it not for our loss to the pandemic, Prof Madhu would have been the corresponding author.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Sridhar, G.R. and Madhu, K. (2002) Psychosocial and Cultural Issues in Diabetes Mellitus. <italic>Current Science</italic>, 25, 1556-1564.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Sridhar, G.R.</string-name>
              <string-name>Madhu, K.</string-name>
            </person-group>
            <year>2002</year>
            <article-title>Psychosocial and Cultural Issues in Diabetes Mellitus</article-title>
            <source>Current Science</source>
            <volume>25</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Sridhar, G.R., Madhu, K., Veena, S., Madhavi, R., Sangeetha, B.S. and Rani, A. (2007) Living with Diabetes: Indian Experience. <italic>Diabetes &amp; Metabolic Syndrome</italic>: <italic>Clinical Research &amp; Reviews</italic>, 1, 181-187. https://doi.org/10.1016/j.dsx.2007.05.006 <pub-id pub-id-type="doi">10.1016/j.dsx.2007.05.006</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.dsx.2007.05.006">https://doi.org/10.1016/j.dsx.2007.05.006</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Sridhar, G.R.</string-name>
              <string-name>Madhu, K.</string-name>
              <string-name>Veena, S.</string-name>
              <string-name>Madhavi, R.</string-name>
              <string-name>Sangeetha, B.S.</string-name>
              <string-name>Rani, A.</string-name>
            </person-group>
            <year>2007</year>
            <article-title>Living with Diabetes: Indian Experience</article-title>
            <source>Diabetes &amp; Metabolic Syndrome: Clinical Research &amp; Reviews</source>
            <volume>1</volume>
            <pub-id pub-id-type="doi">10.1016/j.dsx.2007.05.006</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Sridhar, G. (2020) On Psychology and Psychiatry in Diabetes. <italic>Indian Journal of Endocrinology and Metabolism</italic>, 24, 387-395. https://doi.org/10.4103/ijem.ijem_188_20 <pub-id pub-id-type="doi">10.4103/ijem.ijem_188_20</pub-id><pub-id pub-id-type="pmid">33489842</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4103/ijem.ijem_188_20">https://doi.org/10.4103/ijem.ijem_188_20</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Sridhar, G.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>On Psychology and Psychiatry in Diabetes</article-title>
            <source>Indian Journal of Endocrinology and Metabolism</source>
            <volume>24</volume>
            <pub-id pub-id-type="doi">10.4103/ijem.ijem_188_20</pub-id>
            <pub-id pub-id-type="pmid">33489842</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Becker, G. and Arnold, R. (1996) Stigma as a Social and Cultural Construct. In: <italic>The Dilemma of Difference</italic>: <italic>A Multidisciplinary View of Stigma</italic> 1986, Springer, 39-57.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Becker, G.</string-name>
              <string-name>Arnold, R.</string-name>
            </person-group>
            <year>1996</year>
            <article-title>Stigma as a Social and Cultural Construct</article-title>
            <source>In: The Dilemma of Difference: A Multidisciplinary View of Stigma 1986</source>
            <volume>39</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Nutter, S., Russell-Mayhew, S. and Saunders, J.F. (2021) Towards a Sociocultural Model of Weight Stigma. <italic>Eating and Weight Disorders</italic>— <italic>Studies on Anorexia</italic>, <italic>Bulimia and Obesity</italic>, 26, 999-1005. https://doi.org/10.1007/s40519-020-00931-6 <pub-id pub-id-type="doi">10.1007/s40519-020-00931-6</pub-id><pub-id pub-id-type="pmid">32462360</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40519-020-00931-6">https://doi.org/10.1007/s40519-020-00931-6</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Nutter, S.</string-name>
              <string-name>Russell-Mayhew, S.</string-name>
              <string-name>Saunders, J.F.</string-name>
              <string-name>Anorexia, B</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Towards a Sociocultural Model of Weight Stigma</article-title>
            <source>Eating and Weight Disorders—Studies on Anorexia</source>
            <volume>26</volume>
            <pub-id pub-id-type="doi">10.1007/s40519-020-00931-6</pub-id>
            <pub-id pub-id-type="pmid">32462360</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Akbari, H., Mohammadi, M. and Hosseini, A. (2023) Disease-Related Stigma, Stigmatizers, Causes, and Consequences: A Systematic Review. <italic>Iranian Journal of Public Health</italic>, 52, Article 2042. https://doi.org/10.18502/ijph.v52i10.13842 <pub-id pub-id-type="doi">10.18502/ijph.v52i10.13842</pub-id><pub-id pub-id-type="pmid">37899929</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.18502/ijph.v52i10.13842">https://doi.org/10.18502/ijph.v52i10.13842</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Akbari, H.</string-name>
              <string-name>Mohammadi, M.</string-name>
              <string-name>Hosseini, A.</string-name>
              <string-name>Stigma, S</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Disease-Related Stigma, Stigmatizers, Causes, and Consequences: A Systematic Review</article-title>
            <source>Iranian Journal of Public Health</source>
            <volume>52</volume>
            <elocation-id>2042</elocation-id>
            <pub-id pub-id-type="doi">10.18502/ijph.v52i10.13842</pub-id>
            <pub-id pub-id-type="pmid">37899929</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Eitel, K.B., Pihoker, C., Barrett, C.E. and Roberts, A.J. (2024) Diabetes Stigma and Clinical Outcomes: An International Review. <italic>Journal of the Endocrine Society</italic>, 8, bvae136. https://doi.org/10.1210/jendso/bvae136 <pub-id pub-id-type="doi">10.1210/jendso/bvae136</pub-id><pub-id pub-id-type="pmid">39105174</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1210/jendso/bvae136">https://doi.org/10.1210/jendso/bvae136</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Eitel, K.B.</string-name>
              <string-name>Pihoker, C.</string-name>
              <string-name>Barrett, C.E.</string-name>
              <string-name>Roberts, A.J.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Diabetes Stigma and Clinical Outcomes: An International Review</article-title>
            <source>Journal of the Endocrine Society</source>
            <volume>8</volume>
            <pub-id pub-id-type="doi">10.1210/jendso/bvae136</pub-id>
            <pub-id pub-id-type="pmid">39105174</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Goffrnan, E. (1963) Stigma Notes on the Management of Spoiled Identity. Simon Schuster.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Goffrnan, E.</string-name>
            </person-group>
            <year>1963</year>
            <article-title>Stigma Notes on the Management of Spoiled Identity</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kato, A., Fujimaki, Y., Fujimori, S., Isogawa, A., Onishi, Y., Suzuki, R., <italic>et al</italic>. (2021) Associations between Diabetes Duration and Self-Stigma Development in Japanese People with Type 2 Diabetes: A Secondary Analysis of Cross-Sectional Data. <italic>BMJ Open</italic>, 11, e055013. https://doi.org/10.1136/bmjopen-2021-055013 <pub-id pub-id-type="doi">10.1136/bmjopen-2021-055013</pub-id><pub-id pub-id-type="pmid">35380981</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjopen-2021-055013">https://doi.org/10.1136/bmjopen-2021-055013</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Kato, A.</string-name>
              <string-name>Fujimaki, Y.</string-name>
              <string-name>Fujimori, S.</string-name>
              <string-name>Isogawa, A.</string-name>
              <string-name>Onishi, Y.</string-name>
              <string-name>Suzuki, R.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Associations between Diabetes Duration and Self-Stigma Development in Japanese People with Type 2 Diabetes: A Secondary Analysis of Cross-Sectional Data</article-title>
            <source>BMJ Open</source>
            <volume>11</volume>
            <pub-id pub-id-type="doi">10.1136/bmjopen-2021-055013</pub-id>
            <pub-id pub-id-type="pmid">35380981</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Link, B.G. and Phelan, J.C. (2001) Conceptualizing Stigma. <italic>Annual Review of Sociology</italic>, 27, 363-385. https://doi.org/10.1146/annurev.soc.27.1.363 <pub-id pub-id-type="doi">10.1146/annurev.soc.27.1.363</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1146/annurev.soc.27.1.363">https://doi.org/10.1146/annurev.soc.27.1.363</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Link, B.G.</string-name>
              <string-name>Phelan, J.C.</string-name>
            </person-group>
            <year>2001</year>
            <article-title>Conceptualizing Stigma</article-title>
            <source>Annual Review of Sociology</source>
            <volume>27</volume>
            <pub-id pub-id-type="doi">10.1146/annurev.soc.27.1.363</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Schabert, J., Browne, J.L., Mosely, K. and Speight, J. (2013) Social Stigma in Diabetes: A Framework to Understand a Growing Problem for an Increasing Epidemic. <italic>The Patient</italic>- <italic>Patient</italic>- <italic>Centered Outcomes Research</italic>, 6, 1-10. https://doi.org/10.1007/s40271-012-0001-0 <pub-id pub-id-type="doi">10.1007/s40271-012-0001-0</pub-id><pub-id pub-id-type="pmid">23322536</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s40271-012-0001-0">https://doi.org/10.1007/s40271-012-0001-0</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Schabert, J.</string-name>
              <string-name>Browne, J.L.</string-name>
              <string-name>Mosely, K.</string-name>
              <string-name>Speight, J.</string-name>
            </person-group>
            <year>2013</year>
            <article-title>Social Stigma in Diabetes: A Framework to Understand a Growing Problem for an Increasing Epidemic</article-title>
            <source>The Patient-Patient-Centered Outcomes Research</source>
            <volume>6</volume>
            <pub-id pub-id-type="doi">10.1007/s40271-012-0001-0</pub-id>
            <pub-id pub-id-type="pmid">23322536</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Speight, J., Holmes-Truscott, E., Garza, M., Scibilia, R., Wagner, S., Kato, A., <italic>et al</italic>. (2024) Bringing an End to Diabetes Stigma and Discrimination: An International Consensus Statement on Evidence and Recommendations. <italic>The Lancet Diabetes &amp; Endocrinology</italic>, 12, 61-82. https://doi.org/10.1016/s2213-8587(23)00347-9 <pub-id pub-id-type="doi">10.1016/s2213-8587(23)00347-9</pub-id><pub-id pub-id-type="pmid">38128969</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s2213-8587(23)00347-9">https://doi.org/10.1016/s2213-8587(23)00347-9</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Speight, J.</string-name>
              <string-name>Holmes-Truscott, E.</string-name>
              <string-name>Garza, M.</string-name>
              <string-name>Scibilia, R.</string-name>
              <string-name>Wagner, S.</string-name>
              <string-name>Kato, A.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Bringing an End to Diabetes Stigma and Discrimination: An International Consensus Statement on Evidence and Recommendations</article-title>
            <source>The Lancet Diabetes &amp; Endocrinology</source>
            <volume>8587</volume>
            <issue>23</issue>
            <pub-id pub-id-type="doi">10.1016/s2213-8587(23)00347-9</pub-id>
            <pub-id pub-id-type="pmid">38128969</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Li, X., Wu, L., Yun, J. and Sun, Q. (2023) The Status of Stigma in Patients with Type 2 Diabetes Mellitus and Its Association with Medication Adherence and Quality of Life in China: A Cross-Sectional Study. <italic>Medicine</italic>, 102, e34242. https://doi.org/10.1097/md.0000000000034242 <pub-id pub-id-type="doi">10.1097/md.0000000000034242</pub-id><pub-id pub-id-type="pmid">37390244</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/md.0000000000034242">https://doi.org/10.1097/md.0000000000034242</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Li, X.</string-name>
              <string-name>Wu, L.</string-name>
              <string-name>Yun, J.</string-name>
              <string-name>Sun, Q.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>The Status of Stigma in Patients with Type 2 Diabetes Mellitus and Its Association with Medication Adherence and Quality of Life in China: A Cross-Sectional Study</article-title>
            <source>Medicine</source>
            <volume>102</volume>
            <pub-id pub-id-type="doi">10.1097/md.0000000000034242</pub-id>
            <pub-id pub-id-type="pmid">37390244</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">İşleyen, E.K. and Özdemir, İ.N. (2024) The Effect of Stigmatization on Diabetes Health Promotion Self-Care Behaviours and Predictors of Stigma and Self-Care Behaviours in Individuals with Type 2 Diabetes. <italic>International Journal of Nursing Practice</italic>, 30, e13316. https://doi.org/10.1111/ijn.13316 <pub-id pub-id-type="doi">10.1111/ijn.13316</pub-id><pub-id pub-id-type="pmid">39434202</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ijn.13316">https://doi.org/10.1111/ijn.13316</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <year>2024</year>
            <article-title>The Effect of Stigmatization on Diabetes Health Promotion Self-Care Behaviours and Predictors of Stigma and Self-Care Behaviours in Individuals with Type 2 Diabetes</article-title>
            <source>International Journal of Nursing Practice</source>
            <volume>30</volume>
            <pub-id pub-id-type="doi">10.1111/ijn.13316</pub-id>
            <pub-id pub-id-type="pmid">39434202</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Kazemi, F., Omidi, F., Shahmoradi, Z., Ranjbaran, F. and Tajerian, A. (2024) Internalized Stigma and Adherence to Treatment among Outpatients with Mental Illness. <italic>Iranian Journal of Psychiatry and Behavioral Sciences</italic>, 18, e139384. https://doi.org/10.5812/ijpbs-139384 <pub-id pub-id-type="doi">10.5812/ijpbs-139384</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5812/ijpbs-139384">https://doi.org/10.5812/ijpbs-139384</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Kazemi, F.</string-name>
              <string-name>Omidi, F.</string-name>
              <string-name>Shahmoradi, Z.</string-name>
              <string-name>Ranjbaran, F.</string-name>
              <string-name>Tajerian, A.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Internalized Stigma and Adherence to Treatment among Outpatients with Mental Illness</article-title>
            <source>Iranian Journal of Psychiatry and Behavioral Sciences</source>
            <volume>18</volume>
            <pub-id pub-id-type="doi">10.5812/ijpbs-139384</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Zeng, A., Lin, E., Cox, E., Xu, E., Bell, T. and Bristow, T.L. (2023) 694-P: Differences in Diabetes-Related Stigma by Demographic Group and Intensity of Diabetes Management. <italic>Diabetes</italic>, 72, 694-p. https://doi.org/10.2337/db23-694-p <pub-id pub-id-type="doi">10.2337/db23-694-p</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2337/db23-694-p">https://doi.org/10.2337/db23-694-p</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Zeng, A.</string-name>
              <string-name>Lin, E.</string-name>
              <string-name>Cox, E.</string-name>
              <string-name>Xu, E.</string-name>
              <string-name>Bell, T.</string-name>
              <string-name>Bristow, T.L.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>694-P: Differences in Diabetes-Related Stigma by Demographic Group and Intensity of Diabetes Management</article-title>
            <source>Diabetes</source>
            <volume>72</volume>
            <pub-id pub-id-type="doi">10.2337/db23-694-p</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kong, Y., Zhou, H. and Cheng, L. (2022) IDF21-0170 Level of Stigma and Associated Factors in Patients with Type 2 Diabetes. <italic>Diabetes Research and Clinical Practice</italic>, 186, Article 109481. https://doi.org/10.1016/j.diabres.2022.109481 <pub-id pub-id-type="doi">10.1016/j.diabres.2022.109481</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.diabres.2022.109481">https://doi.org/10.1016/j.diabres.2022.109481</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Kong, Y.</string-name>
              <string-name>Zhou, H.</string-name>
              <string-name>Cheng, L.</string-name>
            </person-group>
            <year>2022</year>
            <article-title>IDF21-0170 Level of Stigma and Associated Factors in Patients with Type 2 Diabetes</article-title>
            <source>Diabetes Research and Clinical Practice</source>
            <volume>186</volume>
            <elocation-id>109481</elocation-id>
            <pub-id pub-id-type="doi">10.1016/j.diabres.2022.109481</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Harper, K.J., Osborn, C.Y. and Mayberry, L.S. (2018) Patient-Perceived Family Stigma of Type 2 Diabetes and Its Consequences. <italic>Families</italic>, <italic>Systems</italic>, <italic>&amp; Health</italic>, 36, 113-117. https://doi.org/10.1037/fsh0000316 <pub-id pub-id-type="doi">10.1037/fsh0000316</pub-id><pub-id pub-id-type="pmid">29215905</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1037/fsh0000316">https://doi.org/10.1037/fsh0000316</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Harper, K.J.</string-name>
              <string-name>Osborn, C.Y.</string-name>
              <string-name>Mayberry, L.S.</string-name>
              <string-name>Families, S</string-name>
            </person-group>
            <year>2018</year>
            <article-title>Patient-Perceived Family Stigma of Type 2 Diabetes and Its Consequences</article-title>
            <source>Families</source>
            <volume>36</volume>
            <pub-id pub-id-type="doi">10.1037/fsh0000316</pub-id>
            <pub-id pub-id-type="pmid">29215905</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Himmelstein, M.S. and Puhl, R.M. (2021) At Multiple Fronts: Diabetes Stigma and Weight Stigma in Adults with Type 2 Diabetes. <italic>Diabetic Medicine</italic>, 38, e14387. https://doi.org/10.1111/dme.14387 <pub-id pub-id-type="doi">10.1111/dme.14387</pub-id><pub-id pub-id-type="pmid">32799378</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/dme.14387">https://doi.org/10.1111/dme.14387</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Himmelstein, M.S.</string-name>
              <string-name>Puhl, R.M.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>At Multiple Fronts: Diabetes Stigma and Weight Stigma in Adults with Type 2 Diabetes</article-title>
            <source>Diabetic Medicine</source>
            <volume>38</volume>
            <pub-id pub-id-type="doi">10.1111/dme.14387</pub-id>
            <pub-id pub-id-type="pmid">32799378</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Verloo, H., Meenakumari, M., Abraham, J. and Malarvizhi, G. (2016) A Qualitative Study of Perceptions of Determinants of Disease Burden among Young Patients with Type 1 Diabetes and Their Parents in South India. <italic>Diabetes</italic>, <italic>Metabolic Syndrome and Obesity</italic>: <italic>Targets and Therapy</italic>, 9, 169-176. https://doi.org/10.2147/dmso.s102435 <pub-id pub-id-type="doi">10.2147/dmso.s102435</pub-id><pub-id pub-id-type="pmid">27274298</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2147/dmso.s102435">https://doi.org/10.2147/dmso.s102435</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Verloo, H.</string-name>
              <string-name>Meenakumari, M.</string-name>
              <string-name>Abraham, J.</string-name>
              <string-name>Malarvizhi, G.</string-name>
              <string-name>Diabetes, M</string-name>
            </person-group>
            <year>2016</year>
            <article-title>A Qualitative Study of Perceptions of Determinants of Disease Burden among Young Patients with Type 1 Diabetes and Their Parents in South India</article-title>
            <source>Diabetes</source>
            <volume>9</volume>
            <pub-id pub-id-type="doi">10.2147/dmso.s102435</pub-id>
            <pub-id pub-id-type="pmid">27274298</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Kesavadev, J., Sadikot, S., Saboo, B., Shrestha, D., Jawad, F., Azad, K., <italic>et al</italic>. (2014) Challenges in Type 1 Diabetes Management in South East Asia: Descriptive Situational Assessment. <italic>Indian Journal of Endocrinology and Metabolism</italic>, 18, 600-607. https://doi.org/10.4103/2230-8210.139210 <pub-id pub-id-type="doi">10.4103/2230-8210.139210</pub-id><pub-id pub-id-type="pmid">25285274</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4103/2230-8210.139210">https://doi.org/10.4103/2230-8210.139210</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Kesavadev, J.</string-name>
              <string-name>Sadikot, S.</string-name>
              <string-name>Saboo, B.</string-name>
              <string-name>Shrestha, D.</string-name>
              <string-name>Jawad, F.</string-name>
              <string-name>Azad, K.</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Challenges in Type 1 Diabetes Management in South East Asia: Descriptive Situational Assessment</article-title>
            <source>Indian Journal of Endocrinology and Metabolism</source>
            <volume>18</volume>
            <pub-id pub-id-type="doi">10.4103/2230-8210.139210</pub-id>
            <pub-id pub-id-type="pmid">25285274</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Al Bayrakdar, A. (2024) Challenging Diabetes Mellitus-Related Stigma with Targeted Education. <italic>Nursing Standard</italic>, 40, 62-67. https://doi.org/10.7748/ns.2024.e12404 <pub-id pub-id-type="doi">10.7748/ns.2024.e12404</pub-id><pub-id pub-id-type="pmid">39552422</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.7748/ns.2024.e12404">https://doi.org/10.7748/ns.2024.e12404</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bayrakdar, A.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Challenging Diabetes Mellitus-Related Stigma with Targeted Education</article-title>
            <source>Nursing Standard</source>
            <volume>40</volume>
            <pub-id pub-id-type="doi">10.7748/ns.2024.e12404</pub-id>
            <pub-id pub-id-type="pmid">39552422</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Gaidhane, S., Zahiruddin, Q.S., Nazli Khatib, M., Choudhari, S., Patil, M. and Gaidhane, A. (2021) Socio-Cultural Determinants and Diabetes Mellitus in Rural India: A Qualitative Study. <italic>International Journal of Current Research and Review</italic>, 13, 68-73. https://doi.org/10.31782/ijcrr.2021.131008 <pub-id pub-id-type="doi">10.31782/ijcrr.2021.131008</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.31782/ijcrr.2021.131008">https://doi.org/10.31782/ijcrr.2021.131008</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Gaidhane, S.</string-name>
              <string-name>Zahiruddin, Q.S.</string-name>
              <string-name>Khatib, M.</string-name>
              <string-name>Choudhari, S.</string-name>
              <string-name>Patil, M.</string-name>
              <string-name>Gaidhane, A.</string-name>
            </person-group>
            <year>2021</year>
            <article-title>Socio-Cultural Determinants and Diabetes Mellitus in Rural India: A Qualitative Study</article-title>
            <source>International Journal of Current Research and Review</source>
            <volume>13</volume>
            <pub-id pub-id-type="doi">10.31782/ijcrr.2021.131008</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Goenka, N., Dobson, L., Patel, V. and O’Hare, P. (2004) Cultural Barriers to Diabetes Care in South Asians: Arranged Marriage—Arranged Complications? <italic>Practical Diabetes International</italic>, 21, 154-156. https://doi.org/10.1002/pdi.624 <pub-id pub-id-type="doi">10.1002/pdi.624</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/pdi.624">https://doi.org/10.1002/pdi.624</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Goenka, N.</string-name>
              <string-name>Dobson, L.</string-name>
              <string-name>Patel, V.</string-name>
              <string-name>Hare, P.</string-name>
            </person-group>
            <year>2004</year>
            <article-title>Cultural Barriers to Diabetes Care in South Asians: Arranged Marriage—Arranged Complications? Practical Diabetes International, 21, 154-156</article-title>
            <pub-id pub-id-type="doi">10.1002/pdi.624</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B25">
        <label>25.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Sachdeva, S., Khalique, N., Ansari, M., Khan, Z., Mishra, S. and Sharma, G. (2015) Cultural Determinants: Addressing Barriers to Holistic Diabetes Care. <italic>Journal of Social Health and Diabetes</italic>, 3, 033-038. https://doi.org/10.4103/2321-0656.140885 <pub-id pub-id-type="doi">10.4103/2321-0656.140885</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4103/2321-0656.140885">https://doi.org/10.4103/2321-0656.140885</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Sachdeva, S.</string-name>
              <string-name>Khalique, N.</string-name>
              <string-name>Ansari, M.</string-name>
              <string-name>Khan, Z.</string-name>
              <string-name>Mishra, S.</string-name>
              <string-name>Sharma, G.</string-name>
            </person-group>
            <year>2015</year>
            <article-title>Cultural Determinants: Addressing Barriers to Holistic Diabetes Care</article-title>
            <source>Journal of Social Health and Diabetes</source>
            <volume>3</volume>
            <pub-id pub-id-type="doi">10.4103/2321-0656.140885</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B26">
        <label>26.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Browne, J.L., Ventura, A.D., Mosely, K. and Speight, J. (2016) Measuring the Stigma Surrounding Type 2 Diabetes: Development and Validation of the Type 2 Diabetes Stigma Assessment Scale (DSAS-2). <italic>Diabetes Care</italic>, 39, 2141-2148. https://doi.org/10.2337/dc16-0117 <pub-id pub-id-type="doi">10.2337/dc16-0117</pub-id><pub-id pub-id-type="pmid">27515964</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2337/dc16-0117">https://doi.org/10.2337/dc16-0117</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Browne, J.L.</string-name>
              <string-name>Ventura, A.D.</string-name>
              <string-name>Mosely, K.</string-name>
              <string-name>Speight, J.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Measuring the Stigma Surrounding Type 2 Diabetes: Development and Validation of the Type 2 Diabetes Stigma Assessment Scale (DSAS-2)</article-title>
            <source>Diabetes Care</source>
            <volume>39</volume>
            <pub-id pub-id-type="doi">10.2337/dc16-0117</pub-id>
            <pub-id pub-id-type="pmid">27515964</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B27">
        <label>27.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Taher, T.M.J., Ahmed, H.A., Abutiheen, A.A., Alfadhul, S.A. and Ghazi, H.F. (2023) Stigma Perception and Determinants among Patients with Type 2 Diabetes Mellitus in Iraq. <italic>Journal of the Egyptian Public Health Association</italic>, 98, Article No. 20. https://doi.org/10.1186/s42506-023-00145-5 <pub-id pub-id-type="doi">10.1186/s42506-023-00145-5</pub-id><pub-id pub-id-type="pmid">38017311</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s42506-023-00145-5">https://doi.org/10.1186/s42506-023-00145-5</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Taher, T.M.J.</string-name>
              <string-name>Ahmed, H.A.</string-name>
              <string-name>Abutiheen, A.A.</string-name>
              <string-name>Alfadhul, S.A.</string-name>
              <string-name>Ghazi, H.F.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Stigma Perception and Determinants among Patients with Type 2 Diabetes Mellitus in Iraq</article-title>
            <source>Journal of the Egyptian Public Health Association</source>
            <volume>98</volume>
            <elocation-id>No</elocation-id>
            <pub-id pub-id-type="doi">10.1186/s42506-023-00145-5</pub-id>
            <pub-id pub-id-type="pmid">38017311</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B28">
        <label>28.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Lee, S.M., Lim, L.C. and Koh, D. (2014) Stigma among Workers Attending a Hospital Specialist Diabetes Clinic. <italic>Occupational Medicine</italic>, 65, 67-71. https://doi.org/10.1093/occmed/kqu150 <pub-id pub-id-type="doi">10.1093/occmed/kqu150</pub-id><pub-id pub-id-type="pmid">25342711</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/occmed/kqu150">https://doi.org/10.1093/occmed/kqu150</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Lee, S.M.</string-name>
              <string-name>Lim, L.C.</string-name>
              <string-name>Koh, D.</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Stigma among Workers Attending a Hospital Specialist Diabetes Clinic</article-title>
            <source>Occupational Medicine</source>
            <volume>65</volume>
            <pub-id pub-id-type="doi">10.1093/occmed/kqu150</pub-id>
            <pub-id pub-id-type="pmid">25342711</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B29">
        <label>29.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Olesen, K., Cleal, B. and Willaing, I. (2020) Discrimination and Stigma among People with Type 2 Diabetes in the Workplace: Prejudice against Illness or Obesity? <italic>Public Health</italic>, 180, 100-101. https://doi.org/10.1016/j.puhe.2019.11.009 <pub-id pub-id-type="doi">10.1016/j.puhe.2019.11.009</pub-id><pub-id pub-id-type="pmid">31881462</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.puhe.2019.11.009">https://doi.org/10.1016/j.puhe.2019.11.009</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Olesen, K.</string-name>
              <string-name>Cleal, B.</string-name>
              <string-name>Willaing, I.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Discrimination and Stigma among People with Type 2 Diabetes in the Workplace: Prejudice against Illness or Obesity? Public Health, 180, 100-101</article-title>
            <pub-id pub-id-type="doi">10.1016/j.puhe.2019.11.009</pub-id>
            <pub-id pub-id-type="pmid">31881462</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B30">
        <label>30.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Browne, J.L., Ventura, A., Mosely, K. and Speight, J. (2014) I’m Not a Druggie, I’m Just a Diabetic: A Qualitative Study of Stigma from the Perspective of Adults with Type 1 Diabetes. <italic>BMJ Open</italic>, 4, e005625. https://doi.org/10.1136/bmjopen-2014-005625 <pub-id pub-id-type="doi">10.1136/bmjopen-2014-005625</pub-id><pub-id pub-id-type="pmid">25056982</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjopen-2014-005625">https://doi.org/10.1136/bmjopen-2014-005625</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Browne, J.L.</string-name>
              <string-name>Ventura, A.</string-name>
              <string-name>Mosely, K.</string-name>
              <string-name>Speight, J.</string-name>
              <string-name>Druggie, I</string-name>
            </person-group>
            <year>2014</year>
            <article-title>I’m Not a Druggie, I’m Just a Diabetic: A Qualitative Study of Stigma from the Perspective of Adults with Type 1 Diabetes</article-title>
            <source>BMJ Open</source>
            <volume>4</volume>
            <pub-id pub-id-type="doi">10.1136/bmjopen-2014-005625</pub-id>
            <pub-id pub-id-type="pmid">25056982</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B31">
        <label>31.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Eitel, K.B., Roberts, A.J., Dagostino, R., Bell, R.A., Bellatorre, A., Barrett, C.E., <italic>et al</italic>. (2022) 597-P: Diabetes Stigma, Sociodemographics, and Psychosocial Outcomes in Adolescents and Young Adults: The SEARCH for Diabetes in Youth Study. <italic>Diabetes</italic>, 71, 597-p. https://doi.org/10.2337/db22-597-p <pub-id pub-id-type="doi">10.2337/db22-597-p</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2337/db22-597-p">https://doi.org/10.2337/db22-597-p</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Eitel, K.B.</string-name>
              <string-name>Roberts, A.J.</string-name>
              <string-name>Dagostino, R.</string-name>
              <string-name>Bell, R.A.</string-name>
              <string-name>Bellatorre, A.</string-name>
              <string-name>Barrett, C.E.</string-name>
              <string-name>Stigma, S</string-name>
            </person-group>
            <year>2022</year>
            <article-title>597-P: Diabetes Stigma, Sociodemographics, and Psychosocial Outcomes in Adolescents and Young Adults: The SEARCH for Diabetes in Youth Study</article-title>
            <source>Diabetes</source>
            <volume>71</volume>
            <pub-id pub-id-type="doi">10.2337/db22-597-p</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B32">
        <label>32.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Liu, N.F., Brown, A.S., Younge, M.F., Guzman, S.J., Close, K.L. and Wood, R. (2017) Erratum: Stigma in People with Type 1 or Type 2 Diabetes. Clinical Diabetes 2017;35:27–34. DOI: 10.2337/cd16-0020. <italic>Clinical Diabetes</italic>, 35, Article 262. https://doi.org/10.2337/cd17-er01 <pub-id pub-id-type="doi">10.2337/cd17-er01</pub-id><pub-id pub-id-type="pmid">29109620</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2337/cd17-er01">https://doi.org/10.2337/cd17-er01</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Liu, N.F.</string-name>
              <string-name>Brown, A.S.</string-name>
              <string-name>Younge, M.F.</string-name>
              <string-name>Guzman, S.J.</string-name>
              <string-name>Close, K.L.</string-name>
              <string-name>Wood, R.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Erratum: Stigma in People with Type 1 or Type 2 Diabetes</article-title>
            <source>Clinical Diabetes 2017;35:27–34. DOI: 10.2337/cd16-0020. Clinical Diabetes</source>
            <volume>35</volume>
            <fpage>27</fpage>
            <lpage>34</lpage>
            <elocation-id>262</elocation-id>
            <pub-id pub-id-type="doi">10.2337/cd17-er01</pub-id>
            <pub-id pub-id-type="pmid">29109620</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B33">
        <label>33.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Olesen, K., Cleal, B., Skinner, T. and Willaing, I. (2017) Characteristics Associated with Non-Disclosure of Type 2 Diabetes at Work. <italic>Diabetic Medicine</italic>, 34, 1116-1119. https://doi.org/10.1111/dme.13386 <pub-id pub-id-type="doi">10.1111/dme.13386</pub-id><pub-id pub-id-type="pmid">28523854</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/dme.13386">https://doi.org/10.1111/dme.13386</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Olesen, K.</string-name>
              <string-name>Cleal, B.</string-name>
              <string-name>Skinner, T.</string-name>
              <string-name>Willaing, I.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Characteristics Associated with Non-Disclosure of Type 2 Diabetes at Work</article-title>
            <source>Diabetic Medicine</source>
            <volume>34</volume>
            <pub-id pub-id-type="doi">10.1111/dme.13386</pub-id>
            <pub-id pub-id-type="pmid">28523854</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B34">
        <label>34.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kato, A., Yamauchi, T. and Kadowaki, T. (2019) A Closer Inspection of Diabetes-Related Stigma: Why More Research Is Needed. <italic>Diabetology International</italic>, 11, 73-75. https://doi.org/10.1007/s13340-019-00421-w <pub-id pub-id-type="doi">10.1007/s13340-019-00421-w</pub-id><pub-id pub-id-type="pmid">32206476</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13340-019-00421-w">https://doi.org/10.1007/s13340-019-00421-w</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Kato, A.</string-name>
              <string-name>Yamauchi, T.</string-name>
              <string-name>Kadowaki, T.</string-name>
            </person-group>
            <year>2019</year>
            <article-title>A Closer Inspection of Diabetes-Related Stigma: Why More Research Is Needed</article-title>
            <source>Diabetology International</source>
            <volume>11</volume>
            <pub-id pub-id-type="doi">10.1007/s13340-019-00421-w</pub-id>
            <pub-id pub-id-type="pmid">32206476</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B35">
        <label>35.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Eitel, K.B., Roberts, A.J., D’Agostino, R., Barrett, C.E., Bell, R.A., Bellatorre, A., <italic>et al</italic>. (2024) Diabetes Stigma and Psychosocial Outcomes in Adolescents and Young Adults: The SEARCH for Diabetes in Youth Study. <italic>Diabetes Care</italic>, 47, 290-294. https://doi.org/10.2337/dc23-1453 <pub-id pub-id-type="doi">10.2337/dc23-1453</pub-id><pub-id pub-id-type="pmid">38051782</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2337/dc23-1453">https://doi.org/10.2337/dc23-1453</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Eitel, K.B.</string-name>
              <string-name>Roberts, A.J.</string-name>
              <string-name>Agostino, R.</string-name>
              <string-name>Barrett, C.E.</string-name>
              <string-name>Bell, R.A.</string-name>
              <string-name>Bellatorre, A.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Diabetes Stigma and Psychosocial Outcomes in Adolescents and Young Adults: The SEARCH for Diabetes in Youth Study</article-title>
            <source>Diabetes Care</source>
            <volume>47</volume>
            <pub-id pub-id-type="doi">10.2337/dc23-1453</pub-id>
            <pub-id pub-id-type="pmid">38051782</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B36">
        <label>36.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Colberg, S.R., Sigal, R.J., Fernhall, B., <italic>et al</italic>. (2010) Exercise and Type 2 Diabetes: The American College of Sports Medicine and the American Diabetes Association: Joint Position Statement. <italic>Diabetes Care</italic>, 33, e147-e167.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Colberg, S.R.</string-name>
              <string-name>Sigal, R.J.</string-name>
              <string-name>Fernhall, B.</string-name>
            </person-group>
            <year>2010</year>
            <article-title>Exercise and Type 2 Diabetes: The American College of Sports Medicine and the American Diabetes Association: Joint Position Statement</article-title>
            <source>Diabetes Care</source>
            <volume>33</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B37">
        <label>37.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Hakami, F.H.A., Ayoub, J.E.M., Abumerai, Z.Y.H., <italic>et al</italic>. (2024) Physical Activity/Exercise and Diabetes: A Review Statement of the American Diabetes Association. <italic>International Journal of Medicine in Developing Countries</italic>, 8, 1505-1511.</mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Hakami, F.H.A.</string-name>
              <string-name>Ayoub, J.E.M.</string-name>
              <string-name>Abumerai, Z.Y.H.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Physical Activity/Exercise and Diabetes: A Review Statement of the American Diabetes Association</article-title>
            <source>International Journal of Medicine in Developing Countries</source>
            <volume>8</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B38">
        <label>38.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Manallack, S., Holloway, E.E., Pouwer, F., Speight, J. and Holmes‐Truscott, E. (2025) Associations between Weight Self‐Stigma and Healthy Diet and Physical Activity among Adults with Type 2 Diabetes: Cross‐sectional Results from the Second Diabetes MILES—Australia (MILES‐2) Study. <italic>Diabetic Medicine</italic>, 42, e15440. https://doi.org/10.1111/dme.15440 <pub-id pub-id-type="doi">10.1111/dme.15440</pub-id><pub-id pub-id-type="pmid">39344796</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/dme.15440">https://doi.org/10.1111/dme.15440</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Manallack, S.</string-name>
              <string-name>Holloway, E.E.</string-name>
              <string-name>Pouwer, F.</string-name>
              <string-name>Speight, J.</string-name>
              <string-name>Truscott, E.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Associations between Weight Self‐Stigma and Healthy Diet and Physical Activity among Adults with Type 2 Diabetes: Cross‐sectional Results from the Second Diabetes MILES—Australia (MILES‐2) Study</article-title>
            <source>Diabetic Medicine</source>
            <volume>42</volume>
            <pub-id pub-id-type="doi">10.1111/dme.15440</pub-id>
            <pub-id pub-id-type="pmid">39344796</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>