<?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">OJPsych</journal-id><journal-title-group><journal-title>Open Journal of Psychiatry</journal-title></journal-title-group><issn pub-type="epub">2161-7325</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojpsych.2018.82011</article-id><article-id pub-id-type="publisher-id">OJPsych-83928</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Prevalence of Pachinko-Pachislot Playing Disorder and the Characteristics of Individuals with the Disorder: Analysis of National Pachinko/Pachislot Survey Results
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yukiko</surname><given-names>Horiuchi</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>Akira</surname><given-names>Sakamoto</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kumiko</surname><given-names>Akiyama</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Akiyo</surname><given-names>Shoun</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Naoyuki</surname><given-names>Nishimura</given-names></name><xref ref-type="aff" rid="aff5"><sup>5</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kikunori</surname><given-names>Shinohara</given-names></name><xref ref-type="aff" rid="aff6"><sup>6</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yasunobu</surname><given-names>Komoto</given-names></name><xref ref-type="aff" rid="aff7"><sup>7</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Taku</surname><given-names>Sato</given-names></name><xref ref-type="aff" rid="aff8"><sup>8</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hitoshi</surname><given-names>Ishida</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nobuo</surname><given-names>Makino</given-names></name><xref ref-type="aff" rid="aff9"><sup>9</sup></xref></contrib></contrib-group><aff id="aff7"><addr-line>Yoshino Hospital, Tokyo, Japan</addr-line></aff><aff id="aff4"><addr-line>Graduate School of Humanities and Sciences, Ochanomizu University, Tokyo, Japan</addr-line></aff><aff id="aff1"><addr-line>Letters and Education, Ochanomizu University, Tokyo, Japan</addr-line></aff><aff id="aff8"><addr-line>Naruse Mental Clinic, Tokyo, Japan</addr-line></aff><aff id="aff6"><addr-line>Tokyo University of Science, SUWA, Nagano, Japan</addr-line></aff><aff id="aff5"><addr-line>Recovery Support Network, Okinawa, Japan</addr-line></aff><aff id="aff2"><addr-line>Faculty of Core Research, Human Science Division, Ochanomizu University, Tokyo, Japan</addr-line></aff><aff id="aff9"><addr-line>Japan Women’s University, Tokyo, Japan</addr-line></aff><aff id="aff3"><addr-line>The Nikkoso Foundation for Safe Society, Tokyo, Japan</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>horiuchi.yukiko@ocha.ac.jp(YH)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>28</day><month>03</month><year>2018</year></pub-date><volume>08</volume><issue>02</issue><fpage>120</fpage><lpage>130</lpage><history><date date-type="received"><day>27,</day>	<month>February</month>	<year>2018</year></date><date date-type="rev-recd"><day>20,</day>	<month>April</month>	<year>2018</year>	</date><date date-type="accepted"><day>23,</day>	<month>April</month>	<year>2018</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-NonCommercial International License (CC BY-NC).http://creativecommons.org/licenses/by-nc/4.0/</license-p></license></permissions><abstract><p>
 
 
  To understand the reality of gambling disorder caused by playing pachinko/pachislot, a national pachinko/pachislot survey was conducted. Based on the survey result, we examined the appearance ratio and the characteristics of individuals with a suspected pachinko-pachislot playing disorder. The analysis result indicated that approximately 0.4% of survey respondents were suspected to have the disorder. This appearance ratio was comparable to the prevalence of gambling disorder in the general population. Those who had a suspected disorder were likely to be divorced, and have no savings. Meanwhile, no distinctive characteristics were found in their gender, annual household income, or the highest educational attainment.
 
</p></abstract><kwd-group><kwd>Gambling Disorder</kwd><kwd> Pachinko/Pachislot Playing Disorder</kwd><kwd> National Survey</kwd><kwd> Japan</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Gambling disorder falls into the category of Substance-Related and Addictive Disorders in the DSM-5. Within this category, gambling disorders are included as Non-Substance-Related Disorders while disorders caused by drinking and drug use are considered as Substance-Related Disorders [<xref ref-type="bibr" rid="scirp.83928-ref1">1</xref>]. According to the DSM-5, the lifetime prevalence rate of gambling disorder is about 0.4% - 1.0% and the past-year prevalence rate of the same disorder is about 0.2% - 0.3% in the general population [<xref ref-type="bibr" rid="scirp.83928-ref1">1</xref>]. Meanwhile, a study conducted in Japan found that there were quite a number of disordered gamblers [<xref ref-type="bibr" rid="scirp.83928-ref2">2</xref>]. Among various types of entertainment associated with gambling disorder in Japan, Pachinko and pachislot play the most important role. Both pachinko and pachislot are legally defined as games but not gambling ones. They are widely played across Japan, and pachinko/pachislot parlors are found in people’s areas of daily living such as downtown and shopping streets. The total sales revenue for pachinko and pachislot combined is 21.626 trillion yen, far exceeding the total sales revenue of legal Japanese gambling, including horse racing and the lottery, which is 5.888 trillion yen [<xref ref-type="bibr" rid="scirp.83928-ref3">3</xref>]. While being hugely popular, pachinko/pachislot has been considered problematic particularly in terms of gambling disorder issues. In fact, most gambling disorder outpatients are pachinko/pachislot players [<xref ref-type="bibr" rid="scirp.83928-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref5">5</xref>]. Understanding of the characteristics of Japanese gambling disorder therefore will require insight into the characteristics of pachinko-pachislot playing disorder.</p><p>There have been only a few studies that examined Japanese gambling disorder with the focus on pachinko/pachislot. One possible reason for this is the use of scales administered primarily in Europe and the US in Japanese research on gambling disorder, prohibiting researchers from studying the disorder with the focus on pachinko/pachislot. To overcome this situation, Akiyama et al. [<xref ref-type="bibr" rid="scirp.83928-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref7">7</xref>] developed the Pachinko-pachislot Playing Disorder Scale (PPDS) in their series of research projects and specified the cut-off value in line with the DSM-5 criteria. Using the PPDS, we examined gambling disorder with the focus on pachinko/pachislot.</p><p>It should be noted that, like any entertainment that causes gambling disorders, playing pachinko/pachislot itself will not automatically result in gambling disorder. While exposure to pachinko/pachislot is naturally a prerequisite for Pachinko-pachislot Playing Disorder, there should be player characteristics that have stronger connections to the disorder. Therefore, we closely examined the PPDS responses from individuals who played pachinko/pachislot in the past year to discover how many of them were likely to develop the disorder and what kind of characteristics they had. In this paper, we report results and discussions obtained by reorganizing simple results found in a domestic report written in Japanese [<xref ref-type="bibr" rid="scirp.83928-ref8">8</xref>] in order to examine those issues.</p></sec><sec id="s2"><title>2. Method</title><sec id="s2_1"><title>2.1. Sample</title><p>The sample size was 9000 consisting of males and females from 18 to 79 years old living in Japan selected through two-stage stratified random sampling. There were 5173 questionnaire responses (57.5%) and 5060 (56.2%) were valid.</p></sec><sec id="s2_2"><title>2.2. Survey Period</title><p>The survey was conducted from January 4 to February 17, 2017.</p></sec><sec id="s2_3"><title>2.3. Items Asked in the Survey</title><sec id="s2_3_1"><title>2.3.1. Demographic Variables</title><p>“Gender” and “Age” of the respondents were obtained from the Basic Resident Register. Age was then divided into the three categories: “Under 20,” “20 to 64,” and “65 and over.” “Community size” of the respondents was obtained from the population statistics disclosed by municipalities listed in the Basic Resident Register and was divided into the four categories: “City designated by government ordinance or Tokyo’s 23 wards,” “City (population of 150,000 and more),” “City (population less than 150,000),” and “Town or village.”</p></sec><sec id="s2_3_2"><title>2.3.2. SES</title><p>As indicators of the socio economic status of the respondents, data on their “Annual household income” and “Amount of savings” was collected. Respondents who knew their annual household income or amount of savings used a 14-point scale ranging from “Less than 1 million yen” to “13 million yen or more” to answer. If they did not know their annual household income or amount of savings, they were asked to choose “Don’t know.” In the tabulation process, “Annual household income” was divided into five categories: “Don’t know” and four categories ranging from “Less than 3 million yen” to “8 million yen or more.” Similarly, “Amount of savings” was divided into the three categories: “Don’t know,” “Have no savings,” and “Have savings.” As an indicator of educational level, the respondents were asked about their highest educational attainment.</p></sec><sec id="s2_3_3"><title>2.3.3. Divorce Experience</title><p>The respondents were asked whether or not they had divorce experience.</p></sec><sec id="s2_3_4"><title>2.3.4. Experience of Playing Other Gambling Games</title><p>Regarding nine types of official gambling games, such as horse racing and the lottery, the respondents were asked how frequently they had played them in the past 12 months. Again, a 4-point scale was used. In the tabulation process, respondents who experienced at least one of the nine gambling games were categorized as “Have experience” and those who had no experience with any of the gambling games were categorized as “No experience.”</p></sec><sec id="s2_3_5"><title>2.3.5. Pachinko-Pachislot Playing Disorder Scale (PPDS)</title><p>The PPDS was developed based on items in gambling disorder scales such as the SOGS, DSM-IV, NODS, PGSI, and G-SAS [<xref ref-type="bibr" rid="scirp.83928-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref11">11</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref13">13</xref>]. It consists of 27 items in 12 categories to measure the three factors of the disorder: motivation, behavior, and consequence (See <xref ref-type="table" rid="table1">Table 1</xref>). It is designed to ask individuals</p><table-wrap-group id="1"><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Average and standard deviation for each PPDS item</title></caption><table-wrap id="1_1"><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >n</th><th align="center" valign="middle" >M</th><th align="center" valign="middle" >SD</th></tr></thead><tr><td align="center" valign="middle" >Motivation</td><td align="center" valign="middle" >576</td><td align="center" valign="middle" >8.56</td><td align="center" valign="middle" >3.23</td></tr><tr><td align="center" valign="middle" >Preoccupation and needs</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >3.06</td><td align="center" valign="middle" >1.35</td></tr><tr><td align="center" valign="middle" >I cannot stop thinking about pachinko/pachislot.</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.61</td><td align="center" valign="middle" >0.78</td></tr><tr><td align="center" valign="middle" >Once pachinko/pachislot comes into my mind, I feel compelled to play it</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.45</td><td align="center" valign="middle" >0.70</td></tr><tr><td align="center" valign="middle" >Escape</td><td align="center" valign="middle" >576</td><td align="center" valign="middle" >5.50</td><td align="center" valign="middle" >2.29</td></tr><tr><td align="center" valign="middle" >I feel calm only when I am playing pachinko/pachislot</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.79</td><td align="center" valign="middle" >0.89</td></tr><tr><td align="center" valign="middle" >I don’t have to think about anything else while I am playing pachinko/pachislot</td><td align="center" valign="middle" >577</td><td align="center" valign="middle" >2.07</td><td align="center" valign="middle" >1.01</td></tr><tr><td align="center" valign="middle" >To escape from stress, pachinko/pachislot is indispensable for me</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.64</td><td align="center" valign="middle" >0.87</td></tr><tr><td align="center" valign="middle" >Behavior</td><td align="center" valign="middle" >577</td><td align="center" valign="middle" >9.37</td><td align="center" valign="middle" >3.12</td></tr><tr><td align="center" valign="middle" >Tolerance</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >2.82</td><td align="center" valign="middle" >1.22</td></tr><tr><td align="center" valign="middle" >I want to get more money so much that the amount of money I spend on pachinko/pachislot is increasing</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.51</td><td align="center" valign="middle" >0.76</td></tr><tr><td align="center" valign="middle" >Since I feel less anxiety or regret about losing at pachinko/pachislot than before, I am spending more time and money on this activity</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.57</td></tr><tr><td align="center" valign="middle" >Withdrawal</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >2.47</td><td align="center" valign="middle" >0.92</td></tr><tr><td align="center" valign="middle" >After reducing the frequency or time of playing pachinko/pachislot, I started to feel restless</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.58</td></tr><tr><td align="center" valign="middle" >When I tried to quit pachinko/pachislot, I couldn’t concentrate on work, doing housework, or study</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.16</td><td align="center" valign="middle" >0.44</td></tr><tr><td align="center" valign="middle" >Chasing losses and difficulty controlling yourself</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >4.09</td><td align="center" valign="middle" >1.61</td></tr><tr><td align="center" valign="middle" >When I lost at pachinko/pachislot, I have returned to play it on the same day or the next day in order to recover the loss</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >2.10</td><td align="center" valign="middle" >0.87</td></tr><tr><td align="center" valign="middle" >I have spent much more money on pachinko/pachislot than the planned daily limit</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.99</td><td align="center" valign="middle" >0.90</td></tr><tr><td align="center" valign="middle" >Consequence</td><td align="center" valign="middle" >562</td><td align="center" valign="middle" >20.14</td><td align="center" valign="middle" >6.15</td></tr><tr><td align="center" valign="middle" >Health problems</td><td align="center" valign="middle" >577</td><td align="center" valign="middle" >2.19</td><td align="center" valign="middle" >0.64</td></tr><tr><td align="center" valign="middle" >Playing pachinko/pachislot worsened my physical illness under treatment</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.10</td><td align="center" valign="middle" >0.36</td></tr><tr><td align="center" valign="middle" >Playing pachinko/pachislot worsened my mental illness under treatment</td><td align="center" valign="middle" >577</td><td align="center" valign="middle" >1.09</td><td align="center" valign="middle" >0.31</td></tr><tr><td align="center" valign="middle" >Sense of guilt and shame</td><td align="center" valign="middle" >572</td><td align="center" valign="middle" >5.29</td><td align="center" valign="middle" >2.16</td></tr><tr><td align="center" valign="middle" >For the problems I caused by playing pachinko/pachislot, I have felt sorry for causing trouble for my family and people around me</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.96</td><td align="center" valign="middle" >0.92</td></tr><tr><td align="center" valign="middle" >I sometimes feel guilty about playing pachinko/pachislot</td><td align="center" valign="middle" >575</td><td align="center" valign="middle" >1.63</td><td align="center" valign="middle" >0.81</td></tr><tr><td align="center" valign="middle" >When I thought of my own problems caused by playing pachinko/pachislot, I have felt embarrassment or shame</td><td align="center" valign="middle" >574</td><td align="center" valign="middle" >1.70</td><td align="center" valign="middle" >0.83</td></tr></tbody></table></table-wrap><table-wrap id="1_2"><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >n</th><th align="center" valign="middle" >M</th><th align="center" valign="middle" >SD</th></tr></thead><tr><td align="center" valign="middle" >Secret and lies</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >3.08</td><td align="center" valign="middle" >1.48</td></tr><tr><td align="center" valign="middle" >I have lied in order to hide my losses or debts resulting from pachinko/pachislot</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.50</td><td align="center" valign="middle" >0.78</td></tr><tr><td align="center" valign="middle" >I have lied to my family, friends, co-workers, or other people to play pachinko/pachislot</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.58</td><td align="center" valign="middle" >0.81</td></tr><tr><td align="center" valign="middle" >Financial problems</td><td align="center" valign="middle" >572</td><td align="center" valign="middle" >2.79</td><td align="center" valign="middle" >1.65</td></tr><tr><td align="center" valign="middle" >I have put myself into financial difficulties by playing pachinko/pachislot and asked someone for financial support</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.32</td><td align="center" valign="middle" >0.67</td></tr><tr><td align="center" valign="middle" >I have borrowed money from someone in order to play pachinko/pachislot</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.68</td></tr><tr><td align="center" valign="middle" >Have you borrowed money from the following in order to play pachinko/pachislot or to repay debts from playing pachinko/pachislot? (1. Family or household budget, 2. Friend or acquaintance, 3. Bank, 4. Loan company, 5. Consumer finance company, 6. Loan shark, 7. Others, 8. Never borrowed before)</td><td align="center" valign="middle" >572</td><td align="center" valign="middle" >0.16</td><td align="center" valign="middle" >0.51</td></tr><tr><td align="center" valign="middle" >Study and work</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >2.22</td><td align="center" valign="middle" >0.68</td></tr><tr><td align="center" valign="middle" >By playing pachinko/pachislot, I almost lost or I have lost opportunities for education</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.13</td><td align="center" valign="middle" >0.41</td></tr><tr><td align="center" valign="middle" >By playing pachinko/pachislot, I have made mistakes at work or almost lost my job</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.09</td><td align="center" valign="middle" >0.35</td></tr><tr><td align="center" valign="middle" >Relationship with important people</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >2.46</td><td align="center" valign="middle" >1.03</td></tr><tr><td align="center" valign="middle" >Playing pachinko/pachislot almost broke or has broken the relationship with my family or boyfriend/girlfriend</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.16</td><td align="center" valign="middle" >0.48</td></tr><tr><td align="center" valign="middle" >I have had an argument with a person that I live with over how I spend money on pachinko/pachislot</td><td align="center" valign="middle" >579</td><td align="center" valign="middle" >1.31</td><td align="center" valign="middle" >0.64</td></tr><tr><td align="center" valign="middle" >Suicide</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >2.10</td><td align="center" valign="middle" >0.50</td></tr><tr><td align="center" valign="middle" >I was so emotionally distressed about my pachinko or pachislot problems that I have tried to kill myself</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.07</td><td align="center" valign="middle" >0.32</td></tr><tr><td align="center" valign="middle" >As a result of being emotionally distressed about my pachinko/pachislot problems, I have thought about ending my life</td><td align="center" valign="middle" >578</td><td align="center" valign="middle" >1.03</td><td align="center" valign="middle" >0.23</td></tr><tr><td align="center" valign="middle" >PPDS total score</td><td align="center" valign="middle" >558</td><td align="center" valign="middle" >38.09</td><td align="center" valign="middle" >10.79</td></tr></tbody></table></table-wrap></table-wrap-group><p>who played pachinko/pachislot in the last 12 months about their behavior and experience associated with gambling disorder in that period. Among 27 items, 26 were in the form of a 4-point scale ranging from “Disagree” to “Agree” or from “Never” to “Often.” The remaining item was about borrowing money and was presented in the form of a multiple answer question. The respondents were asked to select all places from which they borrowed money. Responses on the 4-point scales were converted into 1 to 4 points, with “Disagree” and “Never” being 1 point. Responses on the multiple answer question on borrowing money were converted into 0 to 7 points. The score was 0 if the respondents selected “Never borrowed,” but otherwise the number of places from which the respondents borrowed money became the points for that question. The sum of the 4-point scale points and the points for the question on borrowing money were used in the analysis as the Pachinko-pachislot Playing Disorder Scale score (PPDS score). The obtained PPDS score ranged from 26 to 111.</p></sec></sec><sec id="s2_4"><title>2.4. Procedure</title><p>A request for survey participation was sent by mail to 9000 individuals chosen by two-stage stratified random sampling. More specifically, postcards requesting survey participation were first sent to them and a package of survey materials followed. The questionnaire was collected either manually by investigators, via mail, or through a web-based form. Those who submitted responses received a 1000 yen-worth reward either directly or via mail.</p></sec></sec><sec id="s3"><title>3. Result and Discussion</title><sec id="s3_1"><title>3.1. Data Used in Analysis</title><p>Using the cut-off value proposed by Akiyama et al. [<xref ref-type="bibr" rid="scirp.83928-ref7">7</xref>] , respondents whose PPDS score was 61 or higher were categorized as “pachinko/pachislot players suspected to have a gambling disorder” (Disorder Group). Their responses were compared with those of respondents who played pachinko/pachislot in the past year and had a PPDS score of 60 or lower (Non-Disorder Group). Among all who submitted survey responses (5060), 582 played pachinko/pachislot in the past year. Among these 582 individuals, 24 submitted invalid PPDS responses and thus were excluded from analysis. As a result, data obtained from 558 PPDS respondents were analyzed.</p></sec><sec id="s3_2"><title>3.2. Disorder Score Distribution</title><p><xref ref-type="table" rid="table1">Table 1</xref> shows the average and standard deviation of the score for each PPDS item, sub-scale score, and total score. Among the 558 PPDS respondents, 3.8% (21 individuals) had a “suspected gambling disorder.” These 21 individuals accounted for 0.4% of all 5,060 respondents (95% confidence interval: 0.2% - 0.6%). The DSM-5 (APA, 2013) reports that the past-year prevalence rate of gambling disorder is about 0.2% - 0.3% in the general population, and our study resulted in approximately the same appearance ratio.</p></sec><sec id="s3_3"><title>3.3. Experience of Playing Other Gambling Games</title><p>There were no significant differences in the past-year gambling experience (excluding pachinko/pachislot) between those who had gambling disorder and those who did not. Engagement in non-pachinko/pachislot gambling games did not indicate any possibility of resulting in higher likeliness of developing Pachinko-pachislot Playing Disorder (χ<sup>2</sup>(1) = 1.04, n.s., V = .04; see <xref ref-type="table" rid="table2">Table 2</xref>).</p></sec><sec id="s3_4"><title>3.4. Differences Attributable to Demographic Variables and SES</title><p><xref ref-type="table" rid="table2">Table 2</xref> shows the frequency and breakdown of responses to the demographic and SES items by the Disorder and Non-Disorder Groups.</p><table-wrap-group id="2"><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Demographic variables and experience of other types of gambling games</title></caption><table-wrap id="2_1"><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="3"  ></th><th align="center" valign="middle"  colspan="2"  >Non-Disorder Group</th><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="2"  >Disorder Group</th></tr></thead><tr><td align="center" valign="middle"  colspan="2"  >n = 537</td><td align="center" valign="middle" ></td><td align="center" valign="middle"  colspan="2"  >n = 21</td></tr><tr><td align="center" valign="middle" >n</td><td align="center" valign="middle" >(%)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >n</td><td align="center" valign="middle" >(%)</td></tr><tr><td align="center" valign="middle" >Gender</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" >Female</td><td align="center" valign="middle" >134</td><td align="center" valign="middle" >(25.0)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >(9.5)</td></tr><tr><td align="center" valign="middle" >Male</td><td align="center" valign="middle" >403</td><td align="center" valign="middle" >(75.0)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >19</td><td align="center" valign="middle" >(90.5)</td></tr><tr><td align="center" valign="middle" >Age</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" >Under 20</td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >(0.9)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >(0.0)</td></tr><tr><td align="center" valign="middle" >20 to 64</td><td align="center" valign="middle" >423</td><td align="center" valign="middle" >(78.8)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >18</td><td align="center" valign="middle" >(85.7)</td></tr><tr><td align="center" valign="middle" >65 and over</td><td align="center" valign="middle" >109</td><td align="center" valign="middle" >(20.3)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >(14.3)</td></tr><tr><td align="center" valign="middle" >Highest educational attainment</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" >Junior high school</td><td align="center" valign="middle" >87</td><td align="center" valign="middle" >(16.2)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >(19.0)</td></tr><tr><td align="center" valign="middle" >Senior high school</td><td align="center" valign="middle" >237</td><td align="center" valign="middle" >(44.1)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >(47.6)</td></tr><tr><td align="center" valign="middle" >Specialized training college or vocational school (after graduating from senior high school)</td><td align="center" valign="middle" >61</td><td align="center" valign="middle" >(11.4)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >(0.0)</td></tr><tr><td align="center" valign="middle" >Two year college or college of technology</td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >(3.7)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >(4.8)</td></tr><tr><td align="center" valign="middle" >University (including 6-year programs)</td><td align="center" valign="middle" >92</td><td align="center" valign="middle" >(17.1)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >(19.0)</td></tr><tr><td align="center" valign="middle" >Graduate school</td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >(1.7)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >0</td><td align="center" valign="middle" >(0.0)</td></tr><tr><td align="center" valign="middle" >No response</td><td align="center" valign="middle" >31</td><td align="center" valign="middle" >(5.8)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >(9.5)</td></tr><tr><td align="center" valign="middle" >Annual household income</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" >Less than 3 million yen</td><td align="center" valign="middle" >87</td><td align="center" valign="middle" >(16.2)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >5</td><td align="center" valign="middle" >(23.8)</td></tr><tr><td align="center" valign="middle" >3 million yen to less than 5 million yen</td><td align="center" valign="middle" >121</td><td align="center" valign="middle" >(22.5)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >(33.3)</td></tr><tr><td align="center" valign="middle" >5 million yen to less than 8 million yen</td><td align="center" valign="middle" >108</td><td align="center" valign="middle" >(20.1)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >(14.3)</td></tr><tr><td align="center" valign="middle" >8 million yen or more</td><td align="center" valign="middle" >57</td><td align="center" valign="middle" >(10.6)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >(4.8)</td></tr><tr><td align="center" valign="middle" >Don’t know</td><td align="center" valign="middle" >40</td><td align="center" valign="middle" >(7.4)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >(9.5)</td></tr><tr><td align="center" valign="middle" >No response</td><td align="center" valign="middle" >124</td><td align="center" valign="middle" >(23.1)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >(14.3)</td></tr><tr><td align="center" valign="middle" >Amount of savings</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" >Have no savings</td><td align="center" valign="middle" >80</td><td align="center" valign="middle" >(14.9)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >10</td><td align="center" valign="middle" >(47.6)</td></tr><tr><td align="center" valign="middle" >Have savings</td><td align="center" valign="middle" >335</td><td align="center" valign="middle" >(62.4)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >(14.3)</td></tr><tr><td align="center" valign="middle" >Don’t know</td><td align="center" valign="middle" >91</td><td align="center" valign="middle" >(16.9)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >(33.3)</td></tr><tr><td align="center" valign="middle" >No response</td><td align="center" valign="middle" >31</td><td align="center" valign="middle" >(5.8)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >(4.8)</td></tr><tr><td align="center" valign="middle" >Divorce experience</td><td align="center" valign="middle" >78</td><td align="center" valign="middle" >(14.5)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >8</td><td align="center" valign="middle" >(38.1)</td></tr></tbody></table></table-wrap><table-wrap id="2_2"><table><tbody><thead><tr><th align="center" valign="middle" >Community size</th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th><th align="center" valign="middle" ></th></tr></thead><tr><td align="center" valign="middle" >City designated by government ordinance or Tokyo’s 23 wards</td><td align="center" valign="middle" >132</td><td align="center" valign="middle" >(24.6)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >(33.3)</td></tr><tr><td align="center" valign="middle" >City (population of 150,000 and more)</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >(27.9)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >2</td><td align="center" valign="middle" >(9.5)</td></tr><tr><td align="center" valign="middle" >City (population of less than 150,000)</td><td align="center" valign="middle" >194</td><td align="center" valign="middle" >(36.1)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >(42.9)</td></tr><tr><td align="center" valign="middle" >Town or village</td><td align="center" valign="middle" >61</td><td align="center" valign="middle" >(11.4)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >(14.3)</td></tr><tr><td align="center" valign="middle" >Other gambling games (past 12 months)</td><td align="center" valign="middle" >278</td><td align="center" valign="middle" >(51.8)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >9</td><td align="center" valign="middle" >(42.9)</td></tr></tbody></table></table-wrap></table-wrap-group><sec id="s3_4_1"><title>3.4.1. Demographic Variables</title><p>No significant gender difference was found between the Disorder and Non-Disorder Groups. In both groups, male pachinko/pachislot players accounted for more than the female counterparts (χ<sup>2</sup>(1) = 2.61, n.s., V = .07). No significant age differences were found between the two groups either. There were no particular age groups having high percentages of individuals with gambling disorder (χ<sup>2</sup>(2) = 0.68, n.s., V = .03). There was also no significant difference in distribution of areas of living (χ<sup>2</sup>(3) = 3.93, n.s., V = .08). Although some studies reported that the prevalence of gambling disorder was higher for men or younger age groups [<xref ref-type="bibr" rid="scirp.83928-ref14">14</xref>] , there were also study results showing the possibility of gender and age influencing the prevalence at different levels depending on how they interact with other variables. In the case of electronic gambling machines (EGMs), which are similar to pachinko/pachislot machines, no sexual difference was found in the prevalence when the frequency of play was controlled [<xref ref-type="bibr" rid="scirp.83928-ref15">15</xref>]. In a previous gambling disorder study in Japan, Nishimura and Ishida [<xref ref-type="bibr" rid="scirp.83928-ref16">16</xref>] used data from individuals who called a telephone consulting agency to talk about their pachinko addiction to show that men scored significantly higher on the short form of the SOGS for addicted gamblers. When the same callers were divided into problem gamblers and non-problem gamblers using the cut-off value, however, there was no significant sexual difference. In pachinko/pachislot, gender strongly influences the rate of participation, but its influence on the level of disorder seems marginal.</p></sec><sec id="s3_4_2"><title>3.4.2. SES</title><p>Individuals with gambling disorder and those without showed no differences in the distributions of the two socio-economic status indicators, “Highest educational attainment” and “Annual household income”. (Highest education attainment: χ<sup>2</sup>(5) = 3.08, n.s., V = .08; Annual household income U = 2380.50, n.s., r = −.07). On the other hand, a significant difference was found in the distribution of “Amount of savings.” The Disorder Group had a higher percentage of individuals who reported they had no savings (χ<sup>2</sup>(2) = 23.98, p &lt; .001, V = .21). SES, like gender, is considered to be a risk factor for gambling disorder. However, the influence of SES could change with other variables as reported in a previous study where its relationship with gambling disorder became apparent only after other risk factors such as race and marital history were controlled [<xref ref-type="bibr" rid="scirp.83928-ref17">17</xref>].</p></sec></sec><sec id="s3_5"><title>3.5. Divorce Experience</title><p><xref ref-type="table" rid="table2">Table 2</xref> shows the frequency distributions of “Divorce experience” for both the Disorder and Non-Disorder Groups. The Disorder Group had a higher percentage of individuals who responded that they had divorce experience (χ<sup>2</sup>(2) = 8.61, p &lt; .01, V = .12). This agreed with previous studies that reported a higher divorce rate for problem gamblers than for non-problem gamblers [<xref ref-type="bibr" rid="scirp.83928-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref19">19</xref>].</p><p>The relationship between problem gambling and negative emotions, such as depression, anxiety, and stress, has been pointed out in gambling disorder research. Some studies concluded that gambling was an escape-based coping strategy and was a maladaptive coping style [<xref ref-type="bibr" rid="scirp.83928-ref20">20</xref>] , and other studies suggested higher psychological stress resulted in a heightened desire to gamble [<xref ref-type="bibr" rid="scirp.83928-ref21">21</xref>]. Both the present and previous studies showed a higher divorce rate for problem gamblers than non-problem gamblers [<xref ref-type="bibr" rid="scirp.83928-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.83928-ref19">19</xref>] pointing out that a higher percentage of problem gamblers experienced negative life events than non-problem gamblers. Therefore, psychological stress caused by negative life events may make individuals rely more heavily on pachinko/pachislot as a method of releasing stress, resulting in higher likeliness of developing Pachinko-pachislot Playing Disorder.</p></sec></sec><sec id="s4"><title>4. Summary</title><p>The present study indicated that approximately 0.4% of the survey respondents had Pachinko-pachislot Playing Disorder. The study also showed that individuals with a suspected disorder were more likely than those without it to have been divorced, and have no savings. There were not enough levels of difference in gender, annual household income, or the highest education attainment between the two groups to consider them as characteristics of either group. Based on these findings, an important risk factor for Pachinko-pachislot Playing Disorder may be the personality that easily accepts pachinko/pachislot as a form of entertainment that provides enjoyment or allows an escape from uncomfortable situations rather than the social background of the individual. Note, however, the present study was a one-point correlational study. Examination of the influences or causal relationships of these variables will require detailed investigation through longitudinal studies involving surveys conducted twice or more.</p></sec><sec id="s5"><title>Authors’ Contributions</title><p>All authors designed the study, had advises during the study and reviewed the completed manuscript. YH performed the statistical analysis and wrote the manuscript. HI monitored data collection. KA and AS performed the statistical analysis. All authors read and approved the final manuscript.</p></sec><sec id="s6"><title>Competing Interests</title><p>Kikunori Shinohara is on the board of trustees of Nichiyukyo (Japan Pachinko Pachi-Slot industry association).</p></sec><sec id="s7"><title>Ethical Approval and Consent to Participate</title><p>This study was approved by the Ethical Review Board for Research in the Humanities at Ochanomizu University (Approval No. 2016-98).</p></sec><sec id="s8"><title>Funding Sources</title><p>This study is wholly funded by the Nikkoso Research Foundation for a Safe Society.</p></sec><sec id="s9"><title>Cite this paper</title><p>Horiuchi, Y., Sakamoto, A., Akiyama, K., Shoun, A., Nishimura, N., Shinohara, K., Komoto, Y., Sato, T., Ishida, H. and Makino, N. (2018) Paper Title. 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