title: Predictors of treatment outcome among Asian pathological gamblers (PGs): clinical, behavioural, demographic, and treatment process factors.
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.
authors.affiliation: National Addictions Management Service, Institute of Mental Health (IMH), Buangkok Green Medical Park, 10 Buangkok View, Singapore, 539747, Singapore, song_guo@imh.com.sg.
authors.forename: Song
authors.initials: S
authors.lastname: Guo
authors.forename: Victoria
authors.initials: V
authors.lastname: Manning
authors.forename: Kyaw Kyaw Wai
authors.initials: KK
authors.lastname: Thane
authors.forename: Andrew
authors.initials: A
authors.lastname: Ng
authors.forename: Edimansyah
authors.initials: E
authors.lastname: Abdin
authors.forename: Kim Eng
authors.initials: KE
authors.lastname: Wong
mesh_terms: D000328:Adult; D044466:Asian People / Q000523:psychology* / Q000706:statistics & numerical data; D005260:Female; D005500:Follow-Up Studies; D005715:Gambling / Q000208:ethnology* / Q000523:psychology / Q000628:therapy*; D006801:Humans; D008297:Male; D008875:Middle Aged; D011446:Prospective Studies; D011569:Psychiatric Status Rating Scales; D012720:Severity of Illness Index; D012846:Singapore; D012959:Socioeconomic Factors; D011795:Surveys and Questionnaires; D016896:Treatment Outcome