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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">IJMHNS</journal-id>
<journal-title>Indian Journal of Mental Health and Neurosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">IJMHNS</abbrev-journal-title>
<issn pub-type="epub">0000-0000</issn>
<publisher>
<publisher-name>BOHR</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.54646/ijmhns.2026.08</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>An ambispective study on the determinants of treatment outcome and follow-up of patients with alcohol dependence syndrome in a Tertiary Care Center in Tamil Nadu</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>A</surname> <given-names>Ragaramya P</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>S</surname> <given-names>Jagadeesan M</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>C.</surname> <given-names>Kavitha</given-names></name>
</contrib>
</contrib-group>
<aff><institution>Department of Psychiatry, Institute of Mental Health</institution>, <addr-line>Madras Medical College</addr-line>, <country>Chennai.</country></aff>
<author-notes>
<corresp id="c001">&#x002A;Correspondence: Ragaramya P A, <email>ragaramya09@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>05</month>
<year>2026</year>
</pub-date>
<volume>9</volume>
<issue>1</issue>
<fpage>9</fpage>
<lpage>14</lpage>
<history>
<date date-type="received">
<day>19</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>05</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Ragaramya, Jagadeesan and Kavitha.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Ragaramya, Jagadeesan and Kavitha</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>&#x00A9; The Author(s). 2024 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</p></license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Alcohol dependence syndrome (ADS) is a major public health challenge in India, characterized by high relapse rates and poor long-term outcomes. Understanding multifactorial determinants, including personality traits, psychosocial stressors, and clinical factors, can help in improving treatment strategies to get better outcomes.</p>
</sec>
<sec>
<title>Aim</title>
<p>To assess determinants of treatment outcome and follow-up compliance among inpatients with ADS at a tertiary care center in Tamil Nadu.</p>
</sec>
<sec>
<title>Methods</title>
<p>116 patients diagnosed with ADS were studied over 9 months (October 2024&#x2013;June 2025). Retrospective and prospective data, including sociodemographic and clinical factors, personality traits, stressful life events, and treatment adherence, were analyzed using statistical tools.</p>
</sec>
<sec>
<title>Results</title>
<p>Relapse rate was high (approximately 95%). Significant predictors of relapse included craving (p &#x003C; 0.001), poor treatment compliance (p = 0.028), high severity of dependence (SADQ) (p &#x003C; 0.001), married status (p = 0.040), and positive family history (p = 0.011). Personality traits showed no significant association with relapse except &#x201C;Liveliness&#x201D; correlating with stressful life events (p = 0.020). Disulfiram therapy showed better abstinence rates compared to other pharmacotherapies.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Treatment compliance, craving, family history, and psychosocial stressors are critical factors in relapse among ADS patients. Multifaceted intervention models that address these variables are essential for improving long-term outcomes.</p>
</sec>
</abstract>
<kwd-group>
<kwd>alcohol dependence syndrome</kwd>
<kwd>relapse</kwd>
<kwd>treatment outcome</kwd>
<kwd>ambispective study</kwd>
<kwd>personality traits</kwd>
<kwd>India</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="21"/>
<page-count count="6"/>
<word-count count="2632"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Alcohol Dependence syndrome (ADS) is a chronic, relapsing psychiatric disorder characterized by compulsive alcohol use, impaired control over drinking, physiological withdrawal symptoms, increased tolerance, and persistent drinking despite evidence of harmful consequences. Globally, ADS represents a serious public health concern due to its prevalence, associated comorbidities, and socio-economic impact. The World Health Organization (WHO) estimates nearly 3 million annual deaths attributable to harmful alcohol use, constituting 5.1% of the global disease burden.</p>
<p>The burden of ADS is disproportionately high in low- and middle-income countries such as India, where healthcare accessibility, awareness, and early intervention remain limited. The &#x201C;Magnitude of Substance Use in India&#x201D; (2019) reported that 14.6% of the Indian population aged 10&#x2013;75 years consumed alcohol in the past year, with 5.2% meeting dependence criteria. Despite millions suffering from ADS, treatment engagement is hindered by stigma, poor service reach, and inadequate follow-up.</p>
<p>Treatment of ADS involves pharmacological agents, psychosocial therapies such as cognitive behavioral therapy (CBT) and motivational enhancement therapy (MET), and support groups like Alcoholics Anonymous. However, relapse rates remain discouragingly high, often ranging between 60% and 70% within 6 months post-treatment.</p>
<p>Research highlights various biological, psychological, and social determinants of treatment outcome, including personality traits that predict vulnerability to relapse. Traits like impulsivity, neuroticism, and antisocial features have been associated with early drinking initiation, poor adherence, and repeated relapse. In India, studies also underscore family history and early drinking patterns as adverse prognostic indicators.</p>
<p>Stressful life events significantly affect ADS trajectory. Financial strain, familial discord, bereavements, and occupational challenges exacerbate relapse risk by diminishing coping efficacy.</p>
<p>Despite extensive isolated studies, there is a scarcity of ambispective research integrating retrospective and prospective data to examine multifactorial influences such as personality, stress, and treatment adherence on relapse in an Indian clinical setting.</p>
<p>This study aims to fill this gap by examining the treatment modalities, determinants of treatment outcome, and follow-up in patients with ADS admitted to a tertiary care center in South India. By tracking patients at multiple intervals over 6 months and integrating clinical, psychosocial, and personality assessments, it provides comprehensive insights to guide improved interventions.</p>
</sec>
<sec id="S2">
<title>Methodology</title>
<p>This study is an ambispective observational study conducted at the Institute of Mental Health, Chennai, over 9 months from October 2024 to June 2025. A total of 116 patients diagnosed with ADS admitted for inpatient care were included using consecutive non-probability sampling. Patients with a diagnosis of ADS as per DSM-5 criteria, who were admitted for the first time for treatment and were willing to participate and provide follow-up data, were included in the study. And patients with severe medical or neurological illness were excluded from the study. Data collection combined retrospective review of records and prospective follow-ups at 1, 2, 3, and 6 months post-discharge. Clinical and demographic variables recorded included age, sex, education, occupation, marital status, socioeconomic status, family history of alcohol use, age at first drink, duration and frequency of alcohol use, severity of dependence (SADQ), presence of craving, pharmacological treatment used, and treatment compliance. Personality assessment was done using the 16PF personality questionnaire. Stressful life events were measured using the presumptive stressful life events scale (PSLES).</p>
<sec id="S2.SS1">
<title>Outcome measures</title>
<p>Primary outcome: Relapse status at 6 months&#x2019; follow-up (relapse vs. abstinence).</p>
<p>Secondary outcomes: Association of relapse with personality traits, craving, treatment compliance, and psychosocial variables.</p>
</sec>
<sec id="S2.SS2">
<title>Statistical analysis</title>
<p>Descriptive statistics summarized baseline variables. Chi-square and Fisher&#x2019;s exact tests assessed categorical variable associations. Odds ratios were computed for abstinence predictors. p-values &#x003C; 0.05 were considered statistically significant.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Sample characteristics</title>
<p>The mean age of the participants of the study was 38 years, and all participants were male (<xref ref-type="table" rid="T1">Table 1</xref>). About 54% were married, and most of the participants were unemployed or unskilled laborers. More than one third of the study population had completed their high school. Early age of onset of drinking (&#x003C;21 years) was noted, and most of them had moderate to severe dependence patterns of drinking. Relapse rates were around 95% with only 5% remaining abstinent at the end of the study period (<xref ref-type="table" rid="T2">Table 2</xref>). A positive family history of alcohol use significantly predicted relapse (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Sociodemographic variables and relapse status.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="left">Category</td>
<td valign="top" align="left">Relapse rate (%)</td>
<td valign="top" align="left">Abstinent (%)</td>
<td valign="top" align="left">Odds ratio (abstinence)</td>
<td valign="top" align="left">p-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="left">&#x003C;37 years</td>
<td valign="top" align="left">66 (92.6)</td>
<td valign="top" align="left">5 (7.4)</td>
<td valign="top" align="left">0.099</td>
<td valign="top" align="left">0.055</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x2265;38 years</td>
<td valign="top" align="left">45 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Education</td>
<td valign="top" align="left">&#x2265;High school</td>
<td valign="top" align="left">54 (86.1)</td>
<td valign="top" align="left">9 (13.9)</td>
<td valign="top" align="left">0.139</td>
<td valign="top" align="left">0.134</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x003C;High school</td>
<td valign="top" align="left">53 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Occupation</td>
<td valign="top" align="left">Unemployed/Unskilled</td>
<td valign="top" align="left">53 (96.4)</td>
<td valign="top" align="left">2 (3.6)</td>
<td valign="top" align="left">0.893</td>
<td valign="top" align="left">1.000</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Other</td>
<td valign="top" align="left">59 (96.3)</td>
<td valign="top" align="left">2 (3.7)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Marital status</td>
<td valign="top" align="left">Married</td>
<td valign="top" align="left">63 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.040</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Unmarried/separated/divorced</td>
<td valign="top" align="left">49 (92.0)</td>
<td valign="top" align="left">4 (8.0)</td>
<td valign="top" align="left">11.7</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Type of family</td>
<td valign="top" align="left">Nuclear</td>
<td valign="top" align="left">67 (96.5)</td>
<td valign="top" align="left">2 (3.5)</td>
<td valign="top" align="left">1.59</td>
<td valign="top" align="left">0.643</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Joint</td>
<td valign="top" align="left">45 (95.4)</td>
<td valign="top" align="left">2 (4.6)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Socioeconomic status</td>
<td valign="top" align="left">Lower</td>
<td valign="top" align="left">100 (95.7)</td>
<td valign="top" align="left">5 (4.3)</td>
<td valign="top" align="left">1.08</td>
<td valign="top" align="left">1.000</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Middle</td>
<td valign="top" align="left">10 (95.3)</td>
<td valign="top" align="left">1 (4.7)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
</tbody>
</table></table-wrap>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Clinical variables and relapse status.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="left">Category</td>
<td valign="top" align="left">Relapse rate (%)</td>
<td valign="top" align="left">Abstinent (%)</td>
<td valign="top" align="left">Odds ratio (abstinence)</td>
<td valign="top" align="left">p-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age at first drink</td>
<td valign="top" align="left">&#x003C;21 years</td>
<td valign="top" align="left">79 (94.9)</td>
<td valign="top" align="left">4 (5.1)</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.575</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x2265;21 years</td>
<td valign="top" align="left">33 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Duration of alcohol use</td>
<td valign="top" align="left">&#x003C;16 years</td>
<td valign="top" align="left">48 (94.7)</td>
<td valign="top" align="left">3 (5.3)</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.619</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x2265;16 years</td>
<td valign="top" align="left">64 (98.1)</td>
<td valign="top" align="left">1 (1.9)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Frequency of drinking</td>
<td valign="top" align="left">1&#x2013;4 days/week</td>
<td valign="top" align="left">95.8</td>
<td valign="top" align="left">4.2</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">1.000</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Almost daily</td>
<td valign="top" align="left">65 (96.8)</td>
<td valign="top" align="left">2 (3.2)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Last drink before admission</td>
<td valign="top" align="left">&#x2264;3 days</td>
<td valign="top" align="left">97.8</td>
<td valign="top" align="left">2.2</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.164</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x003E;3 days</td>
<td valign="top" align="left">90.5</td>
<td valign="top" align="left">9.5</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Abstinent days prior to relapse</td>
<td valign="top" align="left">&#x003C;36 days</td>
<td valign="top" align="left">71 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.014</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">&#x2265;36 days</td>
<td valign="top" align="left">35 (89.7)</td>
<td valign="top" align="left">1 (10.3)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Craving at admission</td>
<td valign="top" align="left">Present</td>
<td valign="top" align="left">115 (99.1)</td>
<td valign="top" align="left">1 (0.9)</td>
<td valign="top" align="left"/><td valign="top" align="left">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Absent</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">116 (100)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Craving during follow-up</td>
<td valign="top" align="left">Present</td>
<td valign="top" align="left">112 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left"/><td valign="top" align="left">0.002</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Absent</td>
<td valign="top" align="left">5 (84)</td>
<td valign="top" align="left">1 (16)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Pharmacotherapy</td>
<td valign="top" align="left">Disulfiram</td>
<td valign="top" align="left">5 (55.6)</td>
<td valign="top" align="left">4 (44.4)</td>
<td valign="top" align="left"/><td valign="top" align="left">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Naltrexone/other</td>
<td valign="top" align="left">82 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Treatment compliance</td>
<td valign="top" align="left">Good</td>
<td valign="top" align="left">43 (91.3)</td>
<td valign="top" align="left">3 (8.7)</td>
<td valign="top" align="left"/><td valign="top" align="left">0.028</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Poor</td>
<td valign="top" align="left">64 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
</tbody>
</table></table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Family history and stressful life events.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="left">Category</td>
<td valign="top" align="left">Relapse rate (%)</td>
<td valign="top" align="left">Abstinent (%)</td>
<td valign="top" align="left">Odds ratio (abstinence)</td>
<td valign="top" align="left">p-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Family history alcohol</td>
<td valign="top" align="left">Present</td>
<td valign="top" align="left">77 (100)</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">0.011</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Absent</td>
<td valign="top" align="left">35 (89.2)</td>
<td valign="top" align="left">4 (10.8)</td>
<td valign="top" align="left">0.050</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Stressful life events</td>
<td valign="top" align="left">Present</td>
<td valign="top" align="left">93 (96.7)</td>
<td valign="top" align="left">3 (3.3)</td>
<td valign="top" align="left">1.53</td>
<td valign="top" align="left">0.557</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Absent</td>
<td valign="top" align="left">19 (95.0)</td>
<td valign="top" align="left">1 (5.0)</td>
<td valign="top" align="left"/><td valign="top" align="left"/></tr>
</tbody>
</table></table-wrap>
</sec>
<sec id="S3.SS2">
<title>Personality trait &#x201C;Liveliness&#x201D; and stressful life events</title>
<p>A significant association (p = 0.020) was observed with the &#x201C;Liveliness&#x201D; trait and stressful life events (<xref ref-type="table" rid="T4">Table 4</xref>). Patients with medium liveliness exhibited the highest stressful events rates (86.5%) compared to high (60%) or low (63.6%) liveliness. No other personality traits correlated significantly.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Psychiatric comorbidity and personality traits.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Variable</td>
<td valign="top" align="left">Group/outcome</td>
<td valign="top" align="left">Rate (%)</td>
<td valign="top" align="left">p-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Psychiatric comorbidity</td>
<td valign="top" align="left">Early relapse (within 1 month)</td>
<td valign="top" align="left">66&#x2013;80</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left"/><td valign="top" align="left">Late relapse (6 months; psychosis group)</td>
<td valign="top" align="left">6.3</td>
<td valign="top" align="left">&#x2014;</td>
</tr>
<tr>
<td valign="top" align="left">Personality TRAITS</td>
<td valign="top" align="left">None show significant association</td>
<td valign="top" align="left">&#x2014;</td>
<td valign="top" align="left">&#x003E;0.05</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"><bold>Severity</bold></td>
<td valign="top" align="left"><bold>Relapse rate (%)</bold></td>
<td valign="top" align="left"><bold>Abstinent (%)</bold></td>
<td valign="top" align="left"><bold>p-value</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">Mild</td>
<td valign="top" align="left">66.7</td>
<td valign="top" align="left">33.3</td>
<td valign="top" align="left">&#x003C;0.001</td>
</tr>
<tr>
<td valign="top" align="left">Moderate</td>
<td valign="top" align="left">96.7</td>
<td valign="top" align="left">3.3</td>
<td valign="top" align="left"/></tr>
<tr>
<td valign="top" align="left">Severe</td>
<td valign="top" align="left">100</td>
<td valign="top" align="left">0</td>
<td valign="top" align="left"/></tr>
</tbody>
</table></table-wrap>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>This ambispective study conducted at a tertiary care center in South India provides important insights into the clinical, psychosocial, and demographic determinants of relapse in patients with ADS. The findings reinforce the complexity of relapse risk and highlight areas for targeted intervention.</p>
<p>The exclusively male sample mirrors treatment-seeking trends in India, where women with alcohol use disorders are underrepresented due to socio-cultural stigma, gender roles, and limited access to care (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). This gap necessitates gender-sensitive research and services.</p>
<p>The mean age of 37.7 years aligns with established dependence patterns but is younger than those reported in other Indian studies (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). This suggests earlier initiation of alcohol use, which is further supported by the high proportion of participants who began drinking before age 21. Early onset has been linked with a higher risk of chronic dependence and poor outcomes (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Marital status was unexpectedly associated with increased relapse risk, with married individuals relapsing more frequently. While some literature suggests marriage may act as a protective factor against substance use (<xref ref-type="bibr" rid="B6">6</xref>), this study indicates that marital stress and relationship discord may instead serve as significant relapse triggers, as indicated by some studies (<xref ref-type="bibr" rid="B7">7</xref>). Thus, couple and family interventions may be considered in relapse prevention strategies.</p>
<p>Craving emerged as a prominent and statistically significant factor associated with relapse, in line with prior research that identifies craving as a key clinical target in preventing relapse (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). This emphasizes the need for pharmacological agents such as naltrexone and acamprosate and psychosocial interventions including CBT to manage craving effectively (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>In this study, treatment adherence was another major determinant of outcome. All patients with poor adherence experienced relapse, consistent with literature showing that non-adherence predicts poor long-term outcomes (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Factors such as socioeconomic burden, family support, motivation, and side effects often influence adherence in chronic conditions like ADS (<xref ref-type="bibr" rid="B13">13</xref>).</p>
<p>Pharmacologically, disulfiram was associated with better abstinence outcomes compared to other agents. While this may partly reflect selection bias&#x2014;since disulfiram is often prescribed to motivated patients with strong supervision. The same results were replicated by existing evidence (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Careful patient selection remains key for optimal outcomes.</p>
<p>A positive family history of alcohol dependence significantly predicted relapse, in line with prior studies highlighting both genetic predispositions and familial modeling of substance use behavior (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). This underscores the importance of taking family history into account during assessment and designing family-inclusive interventions.</p>
<p>Contrary to international studies that emphasize personality traits like impulsivity and neuroticism as predictors of relapse (<xref ref-type="bibr" rid="B18">18</xref>), this study found no significant association, except between the trait of &#x201C;Liveliness&#x201D; and increased stressful life events. Differences in sociocultural norms and assessment tools may account for this divergence (<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>The SADQ, as measured by the SADQ, was a strong predictor of relapse. This finding aligns with earlier studies that validate this (<xref ref-type="bibr" rid="B20">20</xref>). Greater severity often reflects higher tolerance, compulsivity, and associated psychosocial impairment, necessitating more intensive interventions.</p>
<p>The relapse rate in this study, which is lower when compared to a previous study (<xref ref-type="bibr" rid="B21">21</xref>) conducted in South India, is probably due to the severity of alcohol dependence of cases that visit the tertiary care center as most of the patients have severe alcohol dependence.</p>
</sec>
<sec id="S5" sec-type="conclusion">
<title>Conclusion</title>
<p>This study highlights the multifactorial nature of relapse in ADS in India, where craving, poor treatment adherence, family history, marital status, and SADQ dominate outcomes. Psychosocial factors and personality traits play a major role, necessitating personalized treatment approaches emphasizing craving management, family and marital support, and adherence-promoting strategies. This study provides insight on the determinants playing a significant role in the outcome for patients with alcohol dependence when followed up for 6 months.</p>
<sec id="S5.SS1">
<title>Limitations</title>
<p>Single-center study limits generalizability. Lack of biological markers and neurocognitive assessments is also a limitation, and self-reported data may be subject to recall bias.</p>
</sec>
<sec id="S5.SS2">
<title>Future directions</title>
<p>Future studies should include female participants and adopt multicentric or community-based designs to improve generalizability. Incorporating biological markers and neurocognitive assessments may offer deeper insights into relapse predictors.</p>
</sec>
</sec>
<sec id="S6" sec-type="data-availability">
<title>Data availability statement</title>
<p>Data available on reasonable request from the corresponding author.</p>
</sec>
<sec id="S7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>Approved by the Institutional Ethics Committee, Madras Medical College. Written informed consent was obtained from all participants.</p>
</sec>
<sec id="S8">
<title>Consent for publication</title>
<p>Not applicable.</p>
</sec>
</body>
<back>
<sec id="S9" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec id="S10">
<title>Competing interests</title>
<p>The authors declare no competing interests.</p>
</sec>
<sec id="S11">
<title>Acknowledgments</title>
<p>The authors gratefully acknowledge the support of the Institute of Mental Health, Kilpauk, Chennai, for providing access to the medical records and facilitating this study. We extend our sincere thanks to the administrative authorities who permitted the review of case files and ensured compliance with the procedural requirements.</p>
<p>We also wish to acknowledge the contributions of the medical records staff and the Visitors&#x2019; Committee members, whose meticulous documentation and assessments made this analysis possible. The authors are indebted to colleagues in the Department of Psychiatry for their valuable discussions and guidance during the preparation of this manuscript.</p>
</sec>
<sec id="S12">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
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