<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">TEL</journal-id><journal-title-group><journal-title>Theoretical Economics Letters</journal-title></journal-title-group><issn pub-type="epub">2162-2078</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/tel.2020.101007</article-id><article-id pub-id-type="publisher-id">TEL-98128</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Business&amp;Economics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Precursors of Student Engagement in Indian Milieu
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Teena</surname><given-names>Singh</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sombala</surname><given-names>Ningthoujam</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>New Delhi Institute of Management, New Delhi, India</addr-line></aff><pub-date pub-type="epub"><day>16</day><month>01</month><year>2020</year></pub-date><volume>10</volume><issue>01</issue><fpage>102</fpage><lpage>118</lpage><history><date date-type="received"><day>18,</day>	<month>September</month>	<year>2019</year></date><date date-type="rev-recd"><day>28,</day>	<month>January</month>	<year>2020</year>	</date><date date-type="accepted"><day>4,</day>	<month>February</month>	<year>2020</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The topic of student engagement has captured much research attention lately. However, there still remains a paucity of empirical work on the construct in Indian context. Therefore, the current investigation seeks to identify the precursors or antecedents of student engagement in Indian institutes. Sample of the current study comprised of 717 respondents from University students.
   
  Results indicate that Student engagement is a function of certain situational factors such as academic facilities, faculty, role of administration as well as some personality factors viz. locus of control and self-efficacy.
 
</p></abstract><kwd-group><kwd>Self-Efficacy</kwd><kwd> Locus of Control</kwd><kwd> Student Engagement</kwd><kwd> Situational Factors</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Student engagement is a widely studied topic in the United States because it has been found to be correlated with learning and personal development [<xref ref-type="bibr" rid="scirp.98128-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref3">3</xref>]. Interest in student engagement is increasingly widespread within educational circles [<xref ref-type="bibr" rid="scirp.98128-ref4">4</xref>]. Student engagement is said to lead to school dropout prevention [<xref ref-type="bibr" rid="scirp.98128-ref5">5</xref>].</p><p>Engaged students are good learners and effective teaching stimulates and sustains student engagement [<xref ref-type="bibr" rid="scirp.98128-ref2">2</xref>]. Studies have highlighted the importance of student engagement by revealing its influence on student performance. Many recent studies also established a positive relationship between student engagement and outcomes such as educational development of students [<xref ref-type="bibr" rid="scirp.98128-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref8">8</xref>]. [<xref ref-type="bibr" rid="scirp.98128-ref6">6</xref>], conducted a comprehensive literature review pertaining to education that underlined the beneficial learning outcomes of student engagement. Active participation of students in the learning process has shown to influence academic achievement.</p><p>Although, student engagement is a widely studied concept in USA, UK, Australia and Spain, very few studies in the area of student engagement were found in the Indian context [<xref ref-type="bibr" rid="scirp.98128-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref12">12</xref>]. Therefore, it was decided to carry out the research study in the Indian context.</p><p>The objectives of the study are:</p><p>1) To explore the role of personal attribute as precursor of student engagement among the Indian millennial.</p><p>2) To explore the role of situational factor as precursor of student engagement among the Indian millennial.</p></sec><sec id="s2"><title>2. Review of Literature</title><p>According to [<xref ref-type="bibr" rid="scirp.98128-ref13">13</xref>], student engagement may be understood in terms of the cognitive and affective systems of learners and readers. It is also conceptualized as a psychological process, specifically, the attention, interest, investment and effort students expend in the work of learning [<xref ref-type="bibr" rid="scirp.98128-ref14">14</xref>]. [<xref ref-type="bibr" rid="scirp.98128-ref15">15</xref>], defines student engagement in terms of the time and energy students invest in educationally purposeful activities. It is active involvement, commitment and sense of belonging that dictates the time and effort students devote to educationally purposeful activities [<xref ref-type="bibr" rid="scirp.98128-ref16">16</xref>].</p><p>Researchers in the fields of education and psychology have extensively studied interest, engagement and motivation [<xref ref-type="bibr" rid="scirp.98128-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref19">19</xref>]. According to [<xref ref-type="bibr" rid="scirp.98128-ref20">20</xref>], students’ attitude and motivation towards, and interest in school science along with their beliefs as learners can positively influence the quality and quantity of learning outcomes, and are vital to their engagement in science learning [<xref ref-type="bibr" rid="scirp.98128-ref21">21</xref>]. Studies have highlighted the importance of student engagement by revealing its influence on student performance. [<xref ref-type="bibr" rid="scirp.98128-ref22">22</xref>], discovered a positive relationship between student engagement and variables such as satisfaction with college, educational aspirations, intellectual and personal development, academic achievement, and persistence in college. Active participation of students in the learning process has shown to influence academic achievement [<xref ref-type="bibr" rid="scirp.98128-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref23">23</xref>]. Studies from showed a correlation between low behavioral engagement and cutting class, skipping school, suspension, and retention [<xref ref-type="bibr" rid="scirp.98128-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref25">25</xref>]. [<xref ref-type="bibr" rid="scirp.98128-ref26">26</xref>], showed that students who eventually drop out do less homework, exert less effort in school, participate less in school activities, and have more discipline problems at school. Other studies of urban minority samples demonstrate a correlation between low behavioral engagement and cutting class, skipping school, suspension, and retention [<xref ref-type="bibr" rid="scirp.98128-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref25">25</xref>]. There is scholarly research evidence to suggest that a positive correlation exists between behavioral engagement and achievement-related outcomes [<xref ref-type="bibr" rid="scirp.98128-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref27">27</xref>]. Other studies have reported association of discipline problems with lower school performance [<xref ref-type="bibr" rid="scirp.98128-ref28">28</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref29">29</xref>].</p><p>Some dimensions measure behavioral and affective components in the form of student participation in school activities (inside and outside), identification with and sense of belongingness towards school while some others measure student engagement as a four dimensional construct. [<xref ref-type="bibr" rid="scirp.98128-ref30">30</xref>], proposed a model of context, student engagement and outcomes where student engagement had four dimensions: academic engagement elements that included time on task, credit hours for graduation and homework completion; behavioral dimensions comprising attendance, classroom participation (voluntary), extra-curricular participation and extra credit options; cognitive dimensions constituted of self-regulation, relevance of school to future aspirations, value of learning (goal setting) and strategizing; and psychological dimension representing sense of belonging and identification with school, and school membership.</p><p>There is a totally different school of thought which considers engagement an antipode of burnout [<xref ref-type="bibr" rid="scirp.98128-ref31">31</xref>], in their cross national study of university students from Spain, identified three dimensions, namely vigor- it describes the energy that one invests in the activity at hand; dedication - in terms of commitment and clarity towards work; and absorption - it refers to the state of involvement or immersion in the task or work at hand. Active and collaborative learning, academic, behavioral, cognitive, affective/emotional, student-faculty, supportive environment, participation, challenge, intellectual, online, beyond class, etc. are some of the dimensions which have been used to study student engagement [<xref ref-type="bibr" rid="scirp.98128-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref32">32</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref34">34</xref>].</p><p>A longitudinal study on a sample of 11,827 French-Canadian high school students was conducted to see the engagement in terms of behavioral, affective, cognitive dimensions and result confirmed the overall multidimensional construct of school engagement in terms of both cognitive and psychosocial characteristics [<xref ref-type="bibr" rid="scirp.98128-ref35">35</xref>].</p><p>Precursors of Student Engagement</p><p>While student engagement is accepted as one of the superior predictors of learning, consensus on its conceptual foundation still remains elusive [<xref ref-type="bibr" rid="scirp.98128-ref36">36</xref>]. It has been generally accepted that there is a need to examine precursors and outcomes of student engagement. Several studies have empirically tried to explain how specific student characteristics (e.g., school-related self-efficacy, gender, academic motivation etc.), family environment (e.g., parent social support, aspirations of parents concerning the adolescents’ school trajectory or quality of adolescent-parents relationship), and school/classroom climate (e.g., social support from teachers and peers, autonomy granted to students, quality of instructional practices etc.) influence student engagement with school and academic performance [<xref ref-type="bibr" rid="scirp.98128-ref37">37</xref>].</p><p>[<xref ref-type="bibr" rid="scirp.98128-ref38">38</xref>], stated that institutions can influence a range of behaviors such as student engagement with teaching practices and programming interventions such as first year seminars, service-learning outcomes and learning communities. On the other hand, voluntary choice, clear and consistent goals, small size, student participation in school policy and management, opportunities for staff and students to be involved in cooperative endeavors, and academic work that allows for the development of products were found to increase student involvement, engagement, and integration in school. Disciplinary practices and communal structures were found to encourage shared responsibility and commitment to common goals, lateral decision making, and greater individual discretion [<xref ref-type="bibr" rid="scirp.98128-ref39">39</xref>].</p><p>[<xref ref-type="bibr" rid="scirp.98128-ref40">40</xref>], compared student engagement between colleges and universities in the U.S. and Canada. Results suggest that students in Canada and the U.S. differed in terms of the frequency with which they engaged in active and collaborative learning and student-faculty interaction. It appears that the Canadian classroom experience involves less active participation by students and less individual contact with faculty members. The large size of most Canadian universities and higher student-faculty ratios makes collaborative learning experiences and faculty contact more challenging.</p><p>Several studies have empirically tried to explain how specific student characteristics (e.g., school-related self-efficacy, gender, academic motivation etc.), family environment (e.g., parent social support, aspirations of parents concerning the adolescents’ school trajectory or quality of adolescent-parents relationship), and school/classroom climate (e.g., social support from teachers and peers, autonomy granted to students, quality of instructional practices etc.) influence student engagement with school and academic performance [<xref ref-type="bibr" rid="scirp.98128-ref37">37</xref>]. Student engagement has been studied by many authors as an outcome of certain factors. These factors can be categorized into individual/personal attributes, and contextual factors which may include institutional and relationship factors and their impact on student engagement. [<xref ref-type="bibr" rid="scirp.98128-ref36">36</xref>], engagement is not a one-dimensional construct; students could be emotionally, physically, and cognitively be engaged in class, or cognitively engaged out of class. Understanding the aforementioned four factors could help academics engage students [<xref ref-type="bibr" rid="scirp.98128-ref36">36</xref>].</p><p>Personal Attributes as precursor of Student Engagement</p><p>[<xref ref-type="bibr" rid="scirp.98128-ref41">41</xref>], showed that intrinsic motivation, self-efficacy and academic identification each contributed uniquely towards predicting meaningful cognitive engagement. Also, establishing achievement goals contributed towards prediction of school performance [<xref ref-type="bibr" rid="scirp.98128-ref42">42</xref>]. Mastery orientation seems linked with positive academic behaviors like asking for help [<xref ref-type="bibr" rid="scirp.98128-ref43">43</xref>], and absence of disruptive behaviors in the classroom [<xref ref-type="bibr" rid="scirp.98128-ref44">44</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref45">45</xref>].</p><p>Study by [<xref ref-type="bibr" rid="scirp.98128-ref46">46</xref>], found Self-concept of ability to be a significant predictor of engagement among Australian high school students. Similarly [<xref ref-type="bibr" rid="scirp.98128-ref47">47</xref>], found that current efficacy beliefs influence high levels of academic engagement which, in turn, influences students’ self-efficacy over time. Study conducted by [<xref ref-type="bibr" rid="scirp.98128-ref48">48</xref>], on a sample consisting of five hundred and seventy eight middle and high school students found that cognitive engagement predicts academic performance whereas emotional and behavioral engagement does not predict academic performance. Also the study highlighted the role of academic self-efficacy and academic motivation as predicting academic performance.</p><p>Study undertaken by [<xref ref-type="bibr" rid="scirp.98128-ref49">49</xref>], on a sample of 203 students enrolled in online study mode in USA found that Situational interest and self-regulation were significantly correlated with behavioural, emotional and cognitive engagement while computer self-efficacy was found to be not related to engagement. According to [<xref ref-type="bibr" rid="scirp.98128-ref50">50</xref>], instructors who used thematic coherence, teaching within a context along with teaching template using the 5Es (Engage, Explore, Explain, Elaborate and Evaluate) were found to be rewarded and rated highly to the instructor and courses by engaged and motivated students. [<xref ref-type="bibr" rid="scirp.98128-ref30">30</xref>], proposed a model with some context factors, namely family, peers and school related factors that influenced student engagement. The family context comprises of academic and motivational support in terms of expectation, goal achievement and supervision from home. Peer related factors comprised educational expectations, shared common school value, attendance and peers’ aspiration for learning. School factors found to influence engagement were school climate, instructional programming and learning activities, mental health support, clear and appropriate teacher expectations, goal structure (task vs. ability) and teacher student relationships.</p><p>Another study of MBA students in an All-Women University identified six dimensions of student engagement, namely diligent pursuit of studies, commitment to the institution, emotional engagement, active academic participation, absorption of studies and interaction with faculty. Active academic participation was found to be rated very high in the sample whereas diligent pursuit of studies, emotional engagement and absorption were rated modest. Interaction with faculty both inside and outside the classroom and commitment to the institution were reported to be rated very low. A combination of two personality variables (LOC and self-efficacy), and academic inputs as the situational variable emerged as the best predictors for several dimensions of engagement [<xref ref-type="bibr" rid="scirp.98128-ref11">11</xref>]. [<xref ref-type="bibr" rid="scirp.98128-ref51">51</xref>] found that perceived emotional intelligence, self-efficacy and perceived stress were significant predictors of engagement. Many studies demonstrate a link between behavioral engagement and achievement [<xref ref-type="bibr" rid="scirp.98128-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref24">24</xref>] [<xref ref-type="bibr" rid="scirp.98128-ref27">27</xref>]. So student engagement is crucial to learning, academic performance and is influenced by the presence and interaction of several factors like situational factors, and other personal attributes and background.</p><p>Hypotheses:</p><p>1) There exists positive significant relationship between personality attributes and Student engagement.</p><p>2) There exists positive significant relationship between situational factor and Student engagement.</p></sec><sec id="s3"><title>3. Research Method</title><p>The total sample for the analysis is 717 respondents.</p><p><xref ref-type="table" rid="table1">Table 1</xref> explained descriptive profile of the sample, out of the 717 respondents, 59.3% of the respondents were male students followed by 40.7% 0f female students 43% were from Metro background, followed by 39.5% respondents from city background, 15% from Town and 2.5% from village. 57.3% respondents were from Middle class socio economic family background, followed by 35.3% Upper Middle Class.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Sample profiling</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Demographic variables</th><th align="center" valign="middle" >N (717)</th><th align="center" valign="middle" >Percentage</th></tr></thead><tr><td align="center" valign="middle"  colspan="3"  >Gender</td></tr><tr><td align="center" valign="middle" >Male</td><td align="center" valign="middle" >425</td><td align="center" valign="middle" >59.3%</td></tr><tr><td align="center" valign="middle" >Female</td><td align="center" valign="middle" >292</td><td align="center" valign="middle" >40.7%</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Student Domicile</td></tr><tr><td align="center" valign="middle" >Village</td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >2.5%</td></tr><tr><td align="center" valign="middle" >Town</td><td align="center" valign="middle" >108</td><td align="center" valign="middle" >15%</td></tr><tr><td align="center" valign="middle" >City</td><td align="center" valign="middle" >283</td><td align="center" valign="middle" >39.5</td></tr><tr><td align="center" valign="middle" >Metro</td><td align="center" valign="middle" >308</td><td align="center" valign="middle" >43%</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Family Background</td></tr><tr><td align="center" valign="middle" >Lower Class(LC)</td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >.6%</td></tr><tr><td align="center" valign="middle" >Lower Middle Class(LMC)</td><td align="center" valign="middle" >33</td><td align="center" valign="middle" >4.6%</td></tr><tr><td align="center" valign="middle" >Middle Class (MC)</td><td align="center" valign="middle" >411</td><td align="center" valign="middle" >57.3%</td></tr><tr><td align="center" valign="middle" >Upper Middle Class(UMC)</td><td align="center" valign="middle" >253</td><td align="center" valign="middle" >35.3%</td></tr><tr><td align="center" valign="middle" >Upper Class (UC)</td><td align="center" valign="middle" >16</td><td align="center" valign="middle" >2.2%</td></tr></tbody></table></table-wrap><p>Research Design:</p><p>This study intended to measure the engagement levels and its precursors among the Indian Millennials students. Since the present research work is based on primary data which was collected from post graduate management students studying in University Management Department, University affiliated institute and AICTE approved autonomous management institute based in Delhi with the help of structured questionnaire, a field based survey design is used as data collection method (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p><p>Tools:</p><p>Student engagement (17 items)</p><p>1) Institutional Engagement 5 items</p><p>2) Diligence 3 items</p><p>3) Absorption 3 items</p><p>4) Dedication 4 items</p><p>5) Class Participation 3 items</p><p>Precursors:</p><p>1) Personal factors: Self Efficacy (10 items) and Locus of control 10 items</p><p>2) Situational factors: 20 items</p><p><xref ref-type="table" rid="table2">Table 2</xref> depicts about the items used in the present study from existing scales and also added new items to assess the level of student engagement in higher education institutions in Indian context. The scale comprised of 17 items student engagement and precursors 40 items. Total of 57 items were used for the study.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Variables and their items measurement</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Factor No.</th><th align="center" valign="middle" >Factor</th><th align="center" valign="middle" >Items</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Institutional Engagement (5 items)</td><td align="center" valign="middle" >1) If a friend of mine is considering joining this institute, I will encourage him/her to do so. 2) The goals and values of this institute are in harmony with my own goals and values. 3) I feel a sense of pride when I introduce myself to a stranger as a student of this institute. 4) Based on my experience as a student here, I feel that my decision to join this institute was correct. 5) In my overall assessment, this is one of the best business schools in India.</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >Diligence (3 items)</td><td align="center" valign="middle" >1) It is my habit to take notes during the class. 2) I make sure that my class assignments are completed before the deadline. 3) I keep my course materials well organized.</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >Absorption</td><td align="center" valign="middle" >1) I find it difficult to detach myself from my studies. 2) Most of the time I am immersed in my studies. 3) I feel excited when I am absorbed in my studies</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Dedication (3 items)</td><td align="center" valign="middle" >1) When I am working on my studies, I feel bursting with energy. 2) Most of the time I feel enthusiastic about my studies. 3) I feel proud of my studies.</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Class Participation (3 items)</td><td align="center" valign="middle" >1) I often ask questions in the class. 2) I enjoy making presentations in the class. 3) I actively participate in class discussions.</td></tr><tr><td align="center" valign="middle"  colspan="3"  >Cronbach’s alpha: overall reliability of the scale = 0.842</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >B Precursors</td><td align="center" valign="middle" >Personal factors (Self-efficacy &amp; Locus of Control)</td><td align="center" valign="middle" >1) Self-Efficacy Scale— [<xref ref-type="bibr" rid="scirp.98128-ref52">52</xref>] , Schwarzer and Jerusalem (1995)—10 items 2) Locus of Control— [<xref ref-type="bibr" rid="scirp.98128-ref53">53</xref>] Rotter Scale (1971)—10 items</td></tr><tr><td align="center" valign="middle" >Situational factors, [<xref ref-type="bibr" rid="scirp.98128-ref15">15</xref>]</td><td align="center" valign="middle" >1) Faculty Support; 2) Academic Facilities; 3) Administrative Staff Support; 4) Peer Group (5 items each making a total of 20 items)</td></tr></tbody></table></table-wrap></sec><sec id="s4"><title>4. Results and Discussion</title><p><xref ref-type="table" rid="table3">Table 3</xref> presents descriptive statistics for all variables under study. Out of the five dimensions of student engagement, students are showing high level of diligence in student engagement with the highest mean score of 2.05. The students are found to be moderately engaged in terms of Dedication, Class participation and Institutional engagement dimensions of student engagement with mean scores of 1.96, 1.93 and 1.80 respectively. Students are found to be least engaged to Absorption dimension of student engagement with a mean score of 1.61. Overall, the level of student engagement was found to be moderate. In terms of personal factors, the students have scored high Internal Locus of Control with 3.91 mean score and scored above average on self-efficacy with 1.91 mean score. In situational factors, the students appear to be more satisfied with Peer Group as the mean score comes out to be high at 2.14. Faculty support is perceived as above average with 1.86 mean score, followed by average mean score of Academic Facilities at 1.84 and low mean score of administrative staff support at 1.71. The Faculty support could be related to the helpful attitude of the faculty, faculty inputs or the pedagogical tools used in the classroom. To summarize the findings of descriptive statistics, Diligence out of 5 Student Engagement dimensions was found to have the highest Mean score of 2.05. Peer Group out of 4 Situational Factors had the highest mean of 2.14 and Locus of Control out of 2 Personal Factors had the highest mean of 3.91.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Descriptive statistics</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >S. No.</th><th align="center" valign="middle" >Variable</th><th align="center" valign="middle" >Mean</th><th align="center" valign="middle" >Standard Deviation</th></tr></thead><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Student Engagement</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Diligence</td><td align="center" valign="middle" >2.05</td><td align="center" valign="middle" >0.58</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >Class Participation</td><td align="center" valign="middle" >1.93</td><td align="center" valign="middle" >0.63</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >Dedication</td><td align="center" valign="middle" >1.96</td><td align="center" valign="middle" >0.55</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Institutional Engagement</td><td align="center" valign="middle" >1.80</td><td align="center" valign="middle" >0.60</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Absorption</td><td align="center" valign="middle" >1.61</td><td align="center" valign="middle" >0.62</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Personality factors</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >Self-Efficacy</td><td align="center" valign="middle" >1.97</td><td align="center" valign="middle" >0.40</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >Locus of Control</td><td align="center" valign="middle" >3.91</td><td align="center" valign="middle" >1.09</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >Situational factors</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >2.14</td><td align="center" valign="middle" >0.45</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >1.86</td><td align="center" valign="middle" >0.53</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >1.84</td><td align="center" valign="middle" >0.52</td></tr><tr><td align="center" valign="middle" >11</td><td align="center" valign="middle" >Administrative Staff Support</td><td align="center" valign="middle" >1.71</td><td align="center" valign="middle" >0.55</td></tr></tbody></table></table-wrap><p><xref ref-type="table" rid="table4">Table 4</xref> depicts correlation among the variables. Both of the two personal factors—self-efficacy and locus of Control are positively and significantly correlated with each of the five dimensions of student engagement. The association between three out of four dimensions of situational factors and student engagement is also showing positively and significantly correlated with each of the five dimensions of student engagements except in case of Peer Group Relations which is showing positive and significant correlations for 4 out of 5 dimensions of student engagement except for Institutional Engagement Dimension which is not found significant.</p></sec><sec id="s5"><title>5. Regression Analysis</title><p>There are 5 dimensions of student engagement in the study and Multiple Regression Analysis has been done to see how independent variables which are 6 i.e. Situational Factors namely (Academic facilities, Faculty Support, Administrative staff Support and Peer group) and Personal factors namely (Self efficacy</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Correlation matrix for the selected variables (N = 717)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Diligence</th><th align="center" valign="middle" >Class Participation</th><th align="center" valign="middle" >Dedication</th><th align="center" valign="middle" >Inst. Eng</th><th align="center" valign="middle" >Absorption</th><th align="center" valign="middle" >Peer Group</th><th align="center" valign="middle" >Academic facility</th><th align="center" valign="middle" >Admin Staff Support</th><th align="center" valign="middle" >Faculty</th><th align="center" valign="middle" >Self-Efficacy</th><th align="center" valign="middle" >LOC</th></tr></thead><tr><td align="center" valign="middle" >Diligence</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Class Participation</td><td align="center" valign="middle" >0.465**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Dedication</td><td align="center" valign="middle" >0.447**</td><td align="center" valign="middle" >0.426**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Institutional. Engagement</td><td align="center" valign="middle" >0.432**</td><td align="center" valign="middle" >0.431**</td><td align="center" valign="middle" >0.457**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Absorption</td><td align="center" valign="middle" >0.496**</td><td align="center" valign="middle" >0.447**</td><td align="center" valign="middle" >0.436**</td><td align="center" valign="middle" >0.407**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >0.560**</td><td align="center" valign="middle" >0.556**</td><td align="center" valign="middle" >0.587*</td><td align="center" valign="middle" >0.417</td><td align="center" valign="middle" >0.505**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Academic facility</td><td align="center" valign="middle" >0.577**</td><td align="center" valign="middle" >0.545**</td><td align="center" valign="middle" >0.538**</td><td align="center" valign="middle" >0.404**</td><td align="center" valign="middle" >0.502**</td><td align="center" valign="middle" >0.444**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Admin Staff Support</td><td align="center" valign="middle" >0.536**</td><td align="center" valign="middle" >0.552**</td><td align="center" valign="middle" >0.582**</td><td align="center" valign="middle" >0.511**</td><td align="center" valign="middle" >0.564**</td><td align="center" valign="middle" >0.422**</td><td align="center" valign="middle" >0.407**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Faculty</td><td align="center" valign="middle" >0.526**</td><td align="center" valign="middle" >0.517**</td><td align="center" valign="middle" >0.590**</td><td align="center" valign="middle" >0.556**</td><td align="center" valign="middle" >0.555**</td><td align="center" valign="middle" >0.420**</td><td align="center" valign="middle" >0.416**</td><td align="center" valign="middle" >0.410**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Self-efficacy</td><td align="center" valign="middle" >0.584**</td><td align="center" valign="middle" >0.587**</td><td align="center" valign="middle" >0.558**</td><td align="center" valign="middle" >0.579**</td><td align="center" valign="middle" >0.581**</td><td align="center" valign="middle" >0.412**</td><td align="center" valign="middle" >0.451**</td><td align="center" valign="middle" >0.430**</td><td align="center" valign="middle" >0.425**</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >LOC</td><td align="center" valign="middle" >0.551**</td><td align="center" valign="middle" >0.599**</td><td align="center" valign="middle" >0.514**</td><td align="center" valign="middle" >0.526</td><td align="center" valign="middle" >0.534</td><td align="center" valign="middle" >0.418**</td><td align="center" valign="middle" >0.423</td><td align="center" valign="middle" >0.441</td><td align="center" valign="middle" >0.413**</td><td align="center" valign="middle" >0.430**</td><td align="center" valign="middle" >1</td></tr></tbody></table></table-wrap><p>**Correlation is significant at the 0.01 level (2-tailed). *Correlation is significant at the 0.05 level (2-tailed).</p><p>and Locus of control) have impact on the dependent variables. Since there are 5 dependent variables i.e. 5 dimensions of Student Engagement accordingly 5 multiple regression analysis have been done.</p><p>1<sup>st</sup> Dimension of Student Engagement—Diligence</p><p>Results of Multiple Regression Analysis on Diligence Dimension of Student Engagement and 6 Independent variables are reported below (<xref ref-type="table" rid="table5">Table 5</xref>).</p><p>It was found that Self Efficacy, Faculty Support, Peer Group and Administrative Staff Support were not found to be significant. The results revealed that 11.3% variance in Diligence is explained by the predictors as Independent Variables. Out of 6 independent variables only 2 were found to be having the influence and were Academic Facilities and Locus of Control.</p><p>2<sup>nd</sup> Dimension of Student Engagement—Class Participation (<xref ref-type="table" rid="table6">Table 6</xref>)</p><p>The results revealed that 6.5% variation in Class Participation is explained by the predictors i.e. Faculty Support and Self-Efficacy as Independent Variables. Although the value is less but still influence of these predictors on Class Participation is explained. Out of 6 independent variables only 2 were found to be having the influence and were Faculty Support and Self-Efficacy.</p><p>3<sup>rd</sup> Dimension of Student Engagement—Dedication (<xref ref-type="table" rid="table7">Table 7</xref>)</p><p>The above results revealed that 9.9% variation in Dedication is explained by the predictors as independent variables. Out of 6 independent variables only 2 were found to be having the influence and were Academic Facilities and Self-Efficacy. It was found that Locus of Control, Faculty Support, Administrative Staff Support and Peer Group were not found to be significant.</p><p>4<sup>th</sup> Dimension of Student Engagement—Institutional Engagement (<xref ref-type="table" rid="table8">Table 8</xref>)</p><table-wrap-group id="5"><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> (a) Regression coefficients of diligence dimension; (b) Diligence dimension regression model summary</title></caption><table-wrap id="5_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"   rowspan="2"  >Model</th><th align="center" valign="middle"  colspan="2"  >Unstandardized Coefficients</th><th align="center" valign="middle" >Standardized Coefficients</th><th align="center" valign="middle"  rowspan="2"  >T</th><th align="center" valign="middle"  rowspan="2"  >Sig.</th></tr></thead><tr><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Std. Error</td><td align="center" valign="middle" >Beta</td></tr><tr><td align="center" valign="middle"  rowspan="7"  >1</td><td align="center" valign="middle" >(Constant)</td><td align="center" valign="middle" >0.872</td><td align="center" valign="middle" >0.138</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >6.310</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >LOC</td><td align="center" valign="middle" >0.053</td><td align="center" valign="middle" >0.019</td><td align="center" valign="middle" >0.100</td><td align="center" valign="middle" >2.743</td><td align="center" valign="middle" >0.006</td></tr><tr><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >0.092</td><td align="center" valign="middle" >0.050</td><td align="center" valign="middle" >0.071</td><td align="center" valign="middle" >1.823</td><td align="center" valign="middle" >0.069</td></tr><tr><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >0.178</td><td align="center" valign="middle" >0.048</td><td align="center" valign="middle" >0.164</td><td align="center" valign="middle" >3.721</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >Administrative Staff Support</td><td align="center" valign="middle" >0.088</td><td align="center" valign="middle" >0.047</td><td align="center" valign="middle" >0.084</td><td align="center" valign="middle" >1.883</td><td align="center" valign="middle" >0.060</td></tr><tr><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >0.082</td><td align="center" valign="middle" >0.051</td><td align="center" valign="middle" >0.076</td><td align="center" valign="middle" >1.601</td><td align="center" valign="middle" >0.110</td></tr><tr><td align="center" valign="middle" >Self-Efficacy</td><td align="center" valign="middle" >0.078</td><td align="center" valign="middle" >0.060</td><td align="center" valign="middle" >0.052</td><td align="center" valign="middle" >1.289</td><td align="center" valign="middle" >0.198</td></tr></tbody></table></table-wrap><table-wrap id="5_2"><table><tbody><thead><tr><th align="center" valign="middle" >Model</th><th align="center" valign="middle" >R</th><th align="center" valign="middle" >R Square</th><th align="center" valign="middle" >Adjusted R Square</th><th align="center" valign="middle" >Std. Error of the Estimate</th><th align="center" valign="middle" >Durbin-Watson</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.348<sup>a</sup></td><td align="center" valign="middle" >0.121</td><td align="center" valign="middle" >0.113</td><td align="center" valign="middle" >0.54929</td><td align="center" valign="middle" >1.724</td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap-group id="6"><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> (a) Regression coefficients<sup> </sup>of class participation dimension; (b) Regression model summary of class participation dimension</title></caption><table-wrap id="6_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"   rowspan="2"  >Model</th><th align="center" valign="middle"  colspan="2"  >Unstandardized Coefficients</th><th align="center" valign="middle" >Standardized Coefficients</th><th align="center" valign="middle"  rowspan="2"  >t</th><th align="center" valign="middle"  rowspan="2"  >Sig.</th></tr></thead><tr><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Std. Error</td><td align="center" valign="middle" >Beta</td></tr><tr><td align="center" valign="middle"  rowspan="7"  >1</td><td align="center" valign="middle" >(Constant)</td><td align="center" valign="middle" >0.914</td><td align="center" valign="middle" >0.153</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >5.979</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >LOC</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.021</td><td align="center" valign="middle" >0.041</td><td align="center" valign="middle" >1.105</td><td align="center" valign="middle" >0.269</td></tr><tr><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >0.102</td><td align="center" valign="middle" >0.056</td><td align="center" valign="middle" >0.073</td><td align="center" valign="middle" >1.832</td><td align="center" valign="middle" >0.067</td></tr><tr><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >0.012</td><td align="center" valign="middle" >0.053</td><td align="center" valign="middle" >0.010</td><td align="center" valign="middle" >0.220</td><td align="center" valign="middle" >0.826</td></tr><tr><td align="center" valign="middle" >Administrative Staff Support</td><td align="center" valign="middle" >0.033</td><td align="center" valign="middle" >0.052</td><td align="center" valign="middle" >0.029</td><td align="center" valign="middle" >0.640</td><td align="center" valign="middle" >0.523</td></tr><tr><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >0.180</td><td align="center" valign="middle" >0.057</td><td align="center" valign="middle" >0.153</td><td align="center" valign="middle" >3.164</td><td align="center" valign="middle" >0.002</td></tr><tr><td align="center" valign="middle" >Self-Efficacy</td><td align="center" valign="middle" >0.149</td><td align="center" valign="middle" >0.067</td><td align="center" valign="middle" >0.093</td><td align="center" valign="middle" >2.234</td><td align="center" valign="middle" >0.026</td></tr></tbody></table></table-wrap><table-wrap id="6_2"><table><tbody><thead><tr><th align="center" valign="middle" >Model</th><th align="center" valign="middle" >R</th><th align="center" valign="middle" >R Square</th><th align="center" valign="middle" >Adjusted R Square</th><th align="center" valign="middle" >Std. Error of the Estimate</th><th align="center" valign="middle" >Durbin-Watson</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.271<sup>a</sup></td><td align="center" valign="middle" >0.073</td><td align="center" valign="middle" >0.065</td><td align="center" valign="middle" >0.60769</td><td align="center" valign="middle" >1.659</td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap-group id="7"><label><xref ref-type="table" rid="table7">Table 7</xref></label><caption><title> (a) Regression coefficients<sup> </sup>of dedication dimension; (b) Dedication dimension regression model summary</title></caption><table-wrap id="7_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"   rowspan="2"  >Model</th><th align="center" valign="middle"  colspan="2"  >Unstandardized Coefficients</th><th align="center" valign="middle" >Standardized Coefficients</th><th align="center" valign="middle"  rowspan="2"  >t</th><th align="center" valign="middle"  rowspan="2"  >Sig.</th></tr></thead><tr><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Std. Error</td><td align="center" valign="middle" >Beta</td></tr><tr><td align="center" valign="middle"  rowspan="7"  >1</td><td align="center" valign="middle" >(Constant)</td><td align="center" valign="middle" >0.971</td><td align="center" valign="middle" >0.131</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >7.389</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >Locus of Control</td><td align="center" valign="middle" >0.028</td><td align="center" valign="middle" >0.018</td><td align="center" valign="middle" >0.057</td><td align="center" valign="middle" >1.542</td><td align="center" valign="middle" >0.123</td></tr><tr><td align="center" valign="middle" >Peer group</td><td align="center" valign="middle" >−0.052</td><td align="center" valign="middle" >0.048</td><td align="center" valign="middle" >−0.043</td><td align="center" valign="middle" >−1.088</td><td align="center" valign="middle" >0.277</td></tr><tr><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >0.148</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.145</td><td align="center" valign="middle" >3.257</td><td align="center" valign="middle" >0.001</td></tr><tr><td align="center" valign="middle" >Administrative Staff Support</td><td align="center" valign="middle" >0.051</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.052</td><td align="center" valign="middle" >1.143</td><td align="center" valign="middle" >0.253</td></tr><tr><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >0.035</td><td align="center" valign="middle" >0.049</td><td align="center" valign="middle" >0.034</td><td align="center" valign="middle" >0.710</td><td align="center" valign="middle" >0.478</td></tr><tr><td align="center" valign="middle" >Self-efficacy</td><td align="center" valign="middle" >0.290</td><td align="center" valign="middle" >0.057</td><td align="center" valign="middle" >0.207</td><td align="center" valign="middle" >5.056</td><td align="center" valign="middle" >0.000</td></tr></tbody></table></table-wrap><table-wrap id="7_2"><table><tbody><thead><tr><th align="center" valign="middle" >Model</th><th align="center" valign="middle" >R</th><th align="center" valign="middle" >R Square</th><th align="center" valign="middle" >Adjusted R Square</th><th align="center" valign="middle" >Std. Error of the Estimate</th><th align="center" valign="middle" >Durbin-Watson</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.327<sup>a</sup></td><td align="center" valign="middle" >0.107</td><td align="center" valign="middle" >0.099</td><td align="center" valign="middle" >0.52247</td><td align="center" valign="middle" >1.669</td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap-group id="8"><label><xref ref-type="table" rid="table8">Table 8</xref></label><caption><title> (a) Regression coefficients of institutional engagement dimension; (b) Institutional engagement dimension regression model summary</title></caption><table-wrap id="8_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"   rowspan="2"  >Model</th><th align="center" valign="middle"  colspan="2"  >Unstandardized Coefficients</th><th align="center" valign="middle" >Standardized Coefficients</th><th align="center" valign="middle"  rowspan="2"  >T</th><th align="center" valign="middle"  rowspan="2"  >Sig.</th></tr></thead><tr><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Std. Error</td><td align="center" valign="middle" >Beta</td></tr><tr><td align="center" valign="middle"  rowspan="7"  >1</td><td align="center" valign="middle" >(Constant)</td><td align="center" valign="middle" >0.686</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >5.181</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >LOC</td><td align="center" valign="middle" >0.004</td><td align="center" valign="middle" >0.019</td><td align="center" valign="middle" >0.008</td><td align="center" valign="middle" >0.226</td><td align="center" valign="middle" >0.822</td></tr><tr><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >−0.139</td><td align="center" valign="middle" >0.048</td><td align="center" valign="middle" >−0.105</td><td align="center" valign="middle" >−2.882</td><td align="center" valign="middle" >0.004</td></tr><tr><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >0.241</td><td align="center" valign="middle" >0.046</td><td align="center" valign="middle" >0.216</td><td align="center" valign="middle" >5.277</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >Administrative Support</td><td align="center" valign="middle" >0.219</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.203</td><td align="center" valign="middle" >4.875</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >0.160</td><td align="center" valign="middle" >0.049</td><td align="center" valign="middle" >0.143</td><td align="center" valign="middle" >3.255</td><td align="center" valign="middle" >0.001</td></tr><tr><td align="center" valign="middle" >Self-Efficacy</td><td align="center" valign="middle" >0.129</td><td align="center" valign="middle" >0.058</td><td align="center" valign="middle" >0.084</td><td align="center" valign="middle" >2.230</td><td align="center" valign="middle" >0.026</td></tr></tbody></table></table-wrap><table-wrap id="8_2"><table><tbody><thead><tr><th align="center" valign="middle" >Model</th><th align="center" valign="middle" >R</th><th align="center" valign="middle" >R Square</th><th align="center" valign="middle" >Adjusted R Square</th><th align="center" valign="middle" >Std. Error of the Estimate</th><th align="center" valign="middle" >Durbin-Watson</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.487<sup>a</sup></td><td align="center" valign="middle" >0.237</td><td align="center" valign="middle" >0.231</td><td align="center" valign="middle" >0.52620</td><td align="center" valign="middle" >1.655</td></tr></tbody></table></table-wrap></table-wrap-group><p>The results revealed that 23.1% variance in Institutional Engagement is explained by the predictors as Independent Variables. Out of 6 Independent Variables only 2 were found to be having the highest influence and were Academic Facilities and Administrative Staff Support.</p><p>5<sup>th</sup> Dimension of Student Engagement—Absorption (<xref ref-type="table" rid="table9">Table 9</xref>)</p><p>The results revealed that 5.6% variation in Absorption is explained by the predictors as independent variables. Out of 6 independent variables only 2 were found to be having the influence and were Academic Facilities and Self-Efficacy. It was found that faculty support, administrative staff support, Peer Group and Locus of control were not found to be significant.</p><table-wrap-group id="9"><label><xref ref-type="table" rid="table9">Table 9</xref></label><caption><title> (a) Regression coefficients of absorption dimension; (b) Absorption dimension regression model summary</title></caption><table-wrap id="9_1"><table><tbody><thead><tr><th align="center" valign="middle"  colspan="2"   rowspan="2"  >Model</th><th align="center" valign="middle"  colspan="2"  >Unstandardized Coefficients</th><th align="center" valign="middle" >Standardized Coefficients</th><th align="center" valign="middle"  rowspan="2"  >t</th><th align="center" valign="middle"  rowspan="2"  >Sig.</th></tr></thead><tr><td align="center" valign="middle" >B</td><td align="center" valign="middle" >Std. Error</td><td align="center" valign="middle" >Beta</td></tr><tr><td align="center" valign="middle"  rowspan="7"  >1</td><td align="center" valign="middle" >(Constant)</td><td align="center" valign="middle" >0.746</td><td align="center" valign="middle" >0.153</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >4.863</td><td align="center" valign="middle" >0.000</td></tr><tr><td align="center" valign="middle" >LOC</td><td align="center" valign="middle" >−0.009</td><td align="center" valign="middle" >0.022</td><td align="center" valign="middle" >−0.015</td><td align="center" valign="middle" >−0.395</td><td align="center" valign="middle" >0.693</td></tr><tr><td align="center" valign="middle" >Peer Group</td><td align="center" valign="middle" >0.036</td><td align="center" valign="middle" >0.056</td><td align="center" valign="middle" >0.026</td><td align="center" valign="middle" >0.646</td><td align="center" valign="middle" >0.519</td></tr><tr><td align="center" valign="middle" >Academic Facilities</td><td align="center" valign="middle" >0.139</td><td align="center" valign="middle" >0.053</td><td align="center" valign="middle" >0.119</td><td align="center" valign="middle" >2.616</td><td align="center" valign="middle" >0.009</td></tr><tr><td align="center" valign="middle" >Administrative Staff Support</td><td align="center" valign="middle" >0.064</td><td align="center" valign="middle" >0.052</td><td align="center" valign="middle" >0.057</td><td align="center" valign="middle" >1.234</td><td align="center" valign="middle" >0.218</td></tr><tr><td align="center" valign="middle" >Faculty Support</td><td align="center" valign="middle" >0.044</td><td align="center" valign="middle" >0.057</td><td align="center" valign="middle" >0.038</td><td align="center" valign="middle" >0.772</td><td align="center" valign="middle" >0.441</td></tr><tr><td align="center" valign="middle" >Self-Efficacy</td><td align="center" valign="middle" >0.194</td><td align="center" valign="middle" >0.067</td><td align="center" valign="middle" >0.121</td><td align="center" valign="middle" >2.899</td><td align="center" valign="middle" >0.004</td></tr></tbody></table></table-wrap><table-wrap id="9_2"><table><tbody><thead><tr><th align="center" valign="middle" >Model</th><th align="center" valign="middle" >R</th><th align="center" valign="middle" >R Square</th><th align="center" valign="middle" >Adjusted R Square</th><th align="center" valign="middle" >Std. Error of the Estimate</th><th align="center" valign="middle" >Durbin-Watson</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >0.253<sup>a</sup></td><td align="center" valign="middle" >0.064</td><td align="center" valign="middle" >0.056</td><td align="center" valign="middle" >0.60995</td><td align="center" valign="middle" >1.560</td></tr></tbody></table></table-wrap></table-wrap-group></sec><sec id="s6"><title>6. Conclusion</title><p>The students are found to be moderately engaged in terms of Diligence, Dedication, Class participation and Institutional engagement with mean scores of 2.05, 1.96, 1.93 and 1.80 respectively.</p></sec><sec id="s7"><title>7. Predictors of Student Engagement</title><p>In terms of Personal Factors, the students are found to have scored moderate on Internal Locus of Control with a mean score of 3.91 and self-efficacy. In case of situational factors, the students appear to be more satisfied with Peer Group Relations as the mean score comes out to be very high at 2.14. Faculty support is perceived as above average with a mean score of 1.86 followed by average mean scores of 1.84 for Academic Facilities and 1.71 for Administrative Staff Support. Peer Group relations have emerged to play a major role in level of student engagement. It could be because of the perceived support one receives from a peer which motivates one to perform better. The Faculty support could be related to the helpful attitude of the faculty, faculty inputs or the pedagogical tools used in the classroom.</p><p>In search for the predictors of student engagement using multiple regression, mixed results were found. Self-efficacy has emerged as a strong predictor for 4 out of 5 dimensions of student engagement, namely Dedication, Absorption, Class Participation and Institutional Engagement and Locus of Control has emerged as a predictor for Diligence only. This finding is in consistence with earlier study of [<xref ref-type="bibr" rid="scirp.98128-ref41">41</xref>] showed that intrinsic motivation, self-efficacy and academic identification each contributed uniquely towards predicting meaningful cognitive engagement. Study of [<xref ref-type="bibr" rid="scirp.98128-ref51">51</xref>] also found that perceived emotional intelligence, self-efficacy and perceived stress were significant predictors of engagement. In terms of situational factors, Academic Facilities has emerged as a predictor of Dedication, Absorption, Diligence and Institutional Engagement except for Class Participation. This result is in consistence with the earlier study of [<xref ref-type="bibr" rid="scirp.98128-ref10">10</xref>] which identified predictors of student engagement and found that academic inputs and helpful administration were highly rated, followed by syllabus of the course and computer facilities. Faculty Support emerged as a predictor for Class Participation. Both Administrative Staff Support and Peer Group emerged as significant predictors of Institutional Engagement.</p><p>The study found out that situational factors and personal factors are important predictors of Student engagement. The Management institute should invest in improving the situational factors at the institution to improve the level of student engagement by providing training for dealing with students empathetically from diverse background so that the student grievance and query handling is improved. Academic Facilities like Library collections, IT infrastructure and IT enabled classroom environment must be incorporated in order to facilitate learning of students hence leading to better student engagement towards studies. Faculty members can provide more support as they have the major influence on the level of student engagement. This is in consistence with the previous studies on student engagement. Academic facilities and Administrative support have also emerged as predictors of student engagement. Improvement of Academic facilities and humane approach by administration will play a major role in improving the level of student engagement. More activities involving peer group may be used by faculty to increase class participation dimension of student engagement as it has been found to be the most important predictor of student engagement.</p></sec><sec id="s8"><title>Conflicts of Interest</title><p>The author declares no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s9"><title>Cite this paper</title><p>Singh, T. and Ningthoujam, S. (2020) Precursors of Student Engagement in Indian Milieu. Theoretical Economics Letters, 10, 102-118. https://doi.org/10.4236/tel.2020.101007</p></sec></body><back><ref-list><title>References</title><ref id="scirp.98128-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Astin, A.W. (1993) What Matters in College? Four Critical Years Revisited. 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