Predictors of Treatment Outcome Among Asian Pathological Gamblers (PGs): Clinical, Behavioural, Demographic, and Treatment Process Factors
Research on predictors of treatment outcome among pathological gamblers (PGs) is inconclusive and dominated by studies from Western countries. Using a prospective longitudinal design, the current study examined demographic, clinical, behavioural and treatment programme predictors of gambling frequen...
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Veröffentlicht in: | Journal of gambling studies 2014-03, Vol.30 (1), p.89-103 |
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description | Research on predictors of treatment outcome among pathological gamblers (PGs) is inconclusive and dominated by studies from Western countries. Using a prospective longitudinal design, the current study examined demographic, clinical, behavioural and treatment programme predictors of gambling frequency at 3, 6 and 12-months, among PGs treated at an addiction clinic in Singapore. Measures included the Hospital anxiety and depression scale, gambling symptom assessment scale (GSAS), personal well-being index (PWI), treatment perception questionnaire and gambling readiness to change scale. Treatment response in relation to changes in symptom severity, personal wellbeing and abstinence were also assessed. Abstinence rates were 38.6, 46.0 and 44.4 % at 3, 6 and 12-months respectively. Significant reductions in gambling frequency, GSAS, and improvement in PWI were reported between baseline and subsequent outcome assessments, with the greatest change occurring in the initial three months. No demographic, clinical, behavioural or treatment programme variable consistently predicted outcome at all three assessments, though treatment satisfaction was the most frequent significant predictor. However, being unemployed, having larger than average debts, poor treatment satisfaction and attending fewer sessions at the later stages of treatment were associated with significantly poorer outcomes, up to 1-year after initiating treatment. These findings show promise for the effectiveness of a CBT-based treatment approach for the treatment of predominantly Chinese PGs. Clinical implications and suggestions for future research are discussed. Taken together, the findings suggest early treatment satisfaction is paramount in improving short-term outcomes, with baseline gambling behaviour and treatment intensity playing a more significant role in the longer term. |
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Using a prospective longitudinal design, the current study examined demographic, clinical, behavioural and treatment programme predictors of gambling frequency at 3, 6 and 12-months, among PGs treated at an addiction clinic in Singapore. Measures included the Hospital anxiety and depression scale, gambling symptom assessment scale (GSAS), personal well-being index (PWI), treatment perception questionnaire and gambling readiness to change scale. Treatment response in relation to changes in symptom severity, personal wellbeing and abstinence were also assessed. Abstinence rates were 38.6, 46.0 and 44.4 % at 3, 6 and 12-months respectively. Significant reductions in gambling frequency, GSAS, and improvement in PWI were reported between baseline and subsequent outcome assessments, with the greatest change occurring in the initial three months. No demographic, clinical, behavioural or treatment programme variable consistently predicted outcome at all three assessments, though treatment satisfaction was the most frequent significant predictor. However, being unemployed, having larger than average debts, poor treatment satisfaction and attending fewer sessions at the later stages of treatment were associated with significantly poorer outcomes, up to 1-year after initiating treatment. These findings show promise for the effectiveness of a CBT-based treatment approach for the treatment of predominantly Chinese PGs. Clinical implications and suggestions for future research are discussed. Taken together, the findings suggest early treatment satisfaction is paramount in improving short-term outcomes, with baseline gambling behaviour and treatment intensity playing a more significant role in the longer term.</description><identifier>ISSN: 1573-3602</identifier><identifier>EISSN: 1573-3602</identifier><identifier>DOI: 10.1007/s10899-012-9328-7</identifier><identifier>PMID: 22945784</identifier><language>eng</language><publisher>Boston: Springer US</publisher><subject>Abstinence ; Addictions ; Adult ; Asian Continental Ancestry Group - psychology ; Asian Continental Ancestry Group - statistics & numerical data ; Asian people ; Borrowing ; Clinical outcomes ; Cognition & reasoning ; Community and Environmental Psychology ; Counseling ; Demographics ; Economics ; Female ; Follow-Up Studies ; Forecasting techniques ; Gambling ; Gambling - ethnology ; Gambling - psychology ; Gambling - therapy ; Group therapy ; Humans ; Male ; Medicine ; Medicine & Public Health ; Mental disorders ; Mental health care ; Middle Aged ; Online gambling ; Original Paper ; Predictions ; Prospective Studies ; Psychiatric Status Rating Scales ; Psychiatrists ; Psychiatry ; Psychological aspects ; Severity of Illness Index ; Singapore ; Social research ; Socioeconomic Factors ; Sociology ; Statistical analysis ; Studies ; Surveys and Questionnaires ; Treatment Outcome</subject><ispartof>Journal of gambling studies, 2014-03, Vol.30 (1), p.89-103</ispartof><rights>Springer Science+Business Media, LLC 2012</rights><rights>Copyright Springer Science & Business Media Mar 2014</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-b23903a7d16a87d9b63638d0921d44b9b343f2151db3528b77169c6de009d3a43</citedby><cites>FETCH-LOGICAL-c372t-b23903a7d16a87d9b63638d0921d44b9b343f2151db3528b77169c6de009d3a43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10899-012-9328-7$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10899-012-9328-7$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,30976,41464,42533,51294</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22945784$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Guo, Song</creatorcontrib><creatorcontrib>Manning, Victoria</creatorcontrib><creatorcontrib>Thane, Kyaw Kyaw Wai</creatorcontrib><creatorcontrib>Ng, Andrew</creatorcontrib><creatorcontrib>Abdin, Edimansyah</creatorcontrib><creatorcontrib>Wong, Kim Eng</creatorcontrib><title>Predictors of Treatment Outcome Among Asian Pathological Gamblers (PGs): Clinical, Behavioural, Demographic, and Treatment Process Factors</title><title>Journal of gambling studies</title><addtitle>J Gambl Stud</addtitle><addtitle>J Gambl Stud</addtitle><description>Research on predictors of treatment outcome among pathological gamblers (PGs) is inconclusive and dominated by studies from Western countries. Using a prospective longitudinal design, the current study examined demographic, clinical, behavioural and treatment programme predictors of gambling frequency at 3, 6 and 12-months, among PGs treated at an addiction clinic in Singapore. Measures included the Hospital anxiety and depression scale, gambling symptom assessment scale (GSAS), personal well-being index (PWI), treatment perception questionnaire and gambling readiness to change scale. Treatment response in relation to changes in symptom severity, personal wellbeing and abstinence were also assessed. Abstinence rates were 38.6, 46.0 and 44.4 % at 3, 6 and 12-months respectively. Significant reductions in gambling frequency, GSAS, and improvement in PWI were reported between baseline and subsequent outcome assessments, with the greatest change occurring in the initial three months. No demographic, clinical, behavioural or treatment programme variable consistently predicted outcome at all three assessments, though treatment satisfaction was the most frequent significant predictor. However, being unemployed, having larger than average debts, poor treatment satisfaction and attending fewer sessions at the later stages of treatment were associated with significantly poorer outcomes, up to 1-year after initiating treatment. These findings show promise for the effectiveness of a CBT-based treatment approach for the treatment of predominantly Chinese PGs. Clinical implications and suggestions for future research are discussed. Taken together, the findings suggest early treatment satisfaction is paramount in improving short-term outcomes, with baseline gambling behaviour and treatment intensity playing a more significant role in the longer term.</description><subject>Abstinence</subject><subject>Addictions</subject><subject>Adult</subject><subject>Asian Continental Ancestry Group - psychology</subject><subject>Asian Continental Ancestry Group - statistics & numerical data</subject><subject>Asian people</subject><subject>Borrowing</subject><subject>Clinical outcomes</subject><subject>Cognition & reasoning</subject><subject>Community and Environmental Psychology</subject><subject>Counseling</subject><subject>Demographics</subject><subject>Economics</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>Forecasting techniques</subject><subject>Gambling</subject><subject>Gambling - ethnology</subject><subject>Gambling - psychology</subject><subject>Gambling - therapy</subject><subject>Group therapy</subject><subject>Humans</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Mental disorders</subject><subject>Mental health care</subject><subject>Middle Aged</subject><subject>Online gambling</subject><subject>Original Paper</subject><subject>Predictions</subject><subject>Prospective Studies</subject><subject>Psychiatric Status Rating Scales</subject><subject>Psychiatrists</subject><subject>Psychiatry</subject><subject>Psychological aspects</subject><subject>Severity of Illness Index</subject><subject>Singapore</subject><subject>Social research</subject><subject>Socioeconomic Factors</subject><subject>Sociology</subject><subject>Statistical analysis</subject><subject>Studies</subject><subject>Surveys and Questionnaires</subject><subject>Treatment Outcome</subject><issn>1573-3602</issn><issn>1573-3602</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp1kV1LwzAYhYMofkx_gDcS8EZh1Xw0TePdnDoFwV3odUiTbKu0zUxawb_grzZ1U4bgVRLe55yTlwPAMUYXGCF-GTDKhUgQJomgJE_4FtjHjNOEZohsb9z3wEEIrwghkTO0C_YIESnjeboPPqfemlK3zgfoZvDZW9XWtmnhU9dqV1s4ql0zh6NQqgZOVbtwlZuXWlVwouqislF2Np2E8ys4rsqmHwzhtV2o99J1vn_c2NrNvVouSj2EqjEbEVPvtA0B3qnv_EOwM1NVsEfrcwBe7m6fx_fJ49PkYTx6TDTlpE0KQgWiihucqZwbUWQ0o7lBgmCTpoUoaEpnBDNsCspIXnCOM6EzY-P2hqqUDsDZynfp3VtnQyvrMmhbVaqxrgsSM0RZynC0HYDTP-hrXKuJv-spQmjOqIgUXlHauxC8ncmlL2vlPyRGsi9KroqSsSjZFyV51JysnbuituZX8dNMBMgKCHHUzK3fiP7X9QtFbZzx</recordid><startdate>20140301</startdate><enddate>20140301</enddate><creator>Guo, Song</creator><creator>Manning, Victoria</creator><creator>Thane, Kyaw Kyaw Wai</creator><creator>Ng, Andrew</creator><creator>Abdin, Edimansyah</creator><creator>Wong, Kim Eng</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>K7.</scope><scope>K9.</scope><scope>7X8</scope></search><sort><creationdate>20140301</creationdate><title>Predictors of Treatment Outcome Among Asian Pathological Gamblers (PGs): Clinical, Behavioural, Demographic, and Treatment Process Factors</title><author>Guo, Song ; Manning, Victoria ; Thane, Kyaw Kyaw Wai ; Ng, Andrew ; Abdin, Edimansyah ; Wong, Kim Eng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-b23903a7d16a87d9b63638d0921d44b9b343f2151db3528b77169c6de009d3a43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Abstinence</topic><topic>Addictions</topic><topic>Adult</topic><topic>Asian Continental Ancestry Group - psychology</topic><topic>Asian Continental Ancestry Group - statistics & numerical data</topic><topic>Asian people</topic><topic>Borrowing</topic><topic>Clinical outcomes</topic><topic>Cognition & reasoning</topic><topic>Community and Environmental Psychology</topic><topic>Counseling</topic><topic>Demographics</topic><topic>Economics</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>Forecasting techniques</topic><topic>Gambling</topic><topic>Gambling - ethnology</topic><topic>Gambling - psychology</topic><topic>Gambling - therapy</topic><topic>Group therapy</topic><topic>Humans</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Mental disorders</topic><topic>Mental health care</topic><topic>Middle Aged</topic><topic>Online gambling</topic><topic>Original Paper</topic><topic>Predictions</topic><topic>Prospective Studies</topic><topic>Psychiatric Status Rating Scales</topic><topic>Psychiatrists</topic><topic>Psychiatry</topic><topic>Psychological aspects</topic><topic>Severity of Illness Index</topic><topic>Singapore</topic><topic>Social research</topic><topic>Socioeconomic Factors</topic><topic>Sociology</topic><topic>Statistical analysis</topic><topic>Studies</topic><topic>Surveys and Questionnaires</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Guo, Song</creatorcontrib><creatorcontrib>Manning, Victoria</creatorcontrib><creatorcontrib>Thane, Kyaw Kyaw Wai</creatorcontrib><creatorcontrib>Ng, Andrew</creatorcontrib><creatorcontrib>Abdin, Edimansyah</creatorcontrib><creatorcontrib>Wong, Kim Eng</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>ProQuest Criminal Justice (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of gambling studies</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guo, Song</au><au>Manning, Victoria</au><au>Thane, Kyaw Kyaw Wai</au><au>Ng, Andrew</au><au>Abdin, Edimansyah</au><au>Wong, Kim Eng</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictors of Treatment Outcome Among Asian Pathological Gamblers (PGs): Clinical, Behavioural, Demographic, and Treatment Process Factors</atitle><jtitle>Journal of gambling studies</jtitle><stitle>J Gambl Stud</stitle><addtitle>J Gambl Stud</addtitle><date>2014-03-01</date><risdate>2014</risdate><volume>30</volume><issue>1</issue><spage>89</spage><epage>103</epage><pages>89-103</pages><issn>1573-3602</issn><eissn>1573-3602</eissn><abstract>Research on predictors of treatment outcome among pathological gamblers (PGs) is inconclusive and dominated by studies from Western countries. Using a prospective longitudinal design, the current study examined demographic, clinical, behavioural and treatment programme predictors of gambling frequency at 3, 6 and 12-months, among PGs treated at an addiction clinic in Singapore. Measures included the Hospital anxiety and depression scale, gambling symptom assessment scale (GSAS), personal well-being index (PWI), treatment perception questionnaire and gambling readiness to change scale. Treatment response in relation to changes in symptom severity, personal wellbeing and abstinence were also assessed. Abstinence rates were 38.6, 46.0 and 44.4 % at 3, 6 and 12-months respectively. Significant reductions in gambling frequency, GSAS, and improvement in PWI were reported between baseline and subsequent outcome assessments, with the greatest change occurring in the initial three months. No demographic, clinical, behavioural or treatment programme variable consistently predicted outcome at all three assessments, though treatment satisfaction was the most frequent significant predictor. However, being unemployed, having larger than average debts, poor treatment satisfaction and attending fewer sessions at the later stages of treatment were associated with significantly poorer outcomes, up to 1-year after initiating treatment. These findings show promise for the effectiveness of a CBT-based treatment approach for the treatment of predominantly Chinese PGs. Clinical implications and suggestions for future research are discussed. Taken together, the findings suggest early treatment satisfaction is paramount in improving short-term outcomes, with baseline gambling behaviour and treatment intensity playing a more significant role in the longer term.</abstract><cop>Boston</cop><pub>Springer US</pub><pmid>22945784</pmid><doi>10.1007/s10899-012-9328-7</doi><tpages>15</tpages></addata></record> |
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subjects | Abstinence Addictions Adult Asian Continental Ancestry Group - psychology Asian Continental Ancestry Group - statistics & numerical data Asian people Borrowing Clinical outcomes Cognition & reasoning Community and Environmental Psychology Counseling Demographics Economics Female Follow-Up Studies Forecasting techniques Gambling Gambling - ethnology Gambling - psychology Gambling - therapy Group therapy Humans Male Medicine Medicine & Public Health Mental disorders Mental health care Middle Aged Online gambling Original Paper Predictions Prospective Studies Psychiatric Status Rating Scales Psychiatrists Psychiatry Psychological aspects Severity of Illness Index Singapore Social research Socioeconomic Factors Sociology Statistical analysis Studies Surveys and Questionnaires Treatment Outcome |
title | Predictors of Treatment Outcome Among Asian Pathological Gamblers (PGs): Clinical, Behavioural, Demographic, and Treatment Process Factors |
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