Dependent and problem drinking over 5 years: A latent class growth analysis

Drug and Alcohol Dependence

Volumn 74, Issue 3, 2004, Pages 235-244

  Delucchi, Kevin L ^a   Matzger, Helen ^a,b   Weisner, Constance ^a,c  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b ALCOHOL RESEARCH GROUP   (United States)

^c DIVISION OF RESEARCH   (United States)

Author keywords

Alcohol; Growth models; Latent class growth models; Longitudinal; Risk factors; Trajectories

Indexed keywords

ALCOHOL ABUSE; ALCOHOL CONSUMPTION; ALCOHOLISM; ARTICLE; CONTROLLED STUDY; CORRELATION ANALYSIS; DISEASE SEVERITY; DRINKING BEHAVIOR; HUMAN; LATENT PERIOD; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MEDICAL RESEARCH; PRIORITY JOURNAL; STATISTICAL SIGNIFICANCE; TECHNIQUE;

ALCOHOL DRINKING; ALCOHOLISM; ANALYSIS OF VARIANCE; HUMANS; INTERVIEWS; LOGISTIC MODELS; LONGITUDINAL STUDIES; SOCIAL SUPPORT; TEMPERANCE;

EID: 2942546029     PISSN: 03768716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.drugalcdep.2003.12.014     Document Type: Article

References (55)

1. Aday L.A., Begley C.E., Lairson D.R., Slater C.H., Richard A.J., Montoya I.D. A framework for assessing the effectiveness, efficiency, and equity of behavioral healthcare. Am. J. Manage. Care. 25(5):1999;SP25-SP44. (special issue)
2. American Psychiatric Association, 2000. Diagnostic and statistical manual of mental disorders. Text revision (DSM-IV-TR). American Psychiatric Association, Washington, DC.
3. Andersen R., Newman J.P. Societal and individual determinants of medical utilization in the United States. Millbank Memorial Fund Q. 51:1973;95-124
4. Bauer D.J., Curran P.J. Distributional assumptions of growth mixture models: implications for overextraction of latent trajectory classes. Psychol. Methods. 8:2003;338-363
5. Bond J., Kaskutas L.A., Weisner C. The persistent influence of social networks and alcoholics anonymous on abstinence. J. Stud. Alcohol. 64(4):2003;579-588
6. Brame B., Nagin D.S., Tremblay R.E. Developmental trajectories of physical aggression from school entry to late adolescence. J. Child Psychol. Psychiatry. 42:2001;503-512
7. Burgess E.S., Brown R.A., Kahler C.W., Niaura R., Abrams D.B., Goldstein M.C., Miller I.W. Patterns of change in depressive symptoms during smoking cessation. Who's at risk for relapse? J. Consult. Clin. Psychol. 70:2002;356-361
8. Caetano R., Weisner C. The association between DSM-III-R alcohol dependence. Addiction. 90(3):1995;351-359
9. Chassin L., Pitts S.C., Prost J. Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: predictors and substance abuse outcomes. J. Consult. Clin. Psychol. 70(1):2002;67-78
10. Colder C.R., Mehta P., Balanda D., Campbell R.T., Mayhew K.P., Stanton W.R., Pentz M.A., Flay B.R. Identifying trajectories of adolescent smoking: an application of latent growth mixture modeling. Health Psychol. 20:2001;127-135
11. Collins, L.M., Sayer, A.G., 2001. New methods for the analysis of change. American Psychological Association, Washington, DC.
12. Cote S., Tremblay R.E., Nagin D.S., Zoccolillo M., Vitaro F. Childhood behavioral profiles leading to adolescent conduct disorder: risk trajectories for boys and girls. J. Am. Acad. Child Adolescent Psychiatry. 41:2002;1086-1094
13. Fillmore, K.M., 1988. Alcohol use across the life course: a critical review of seventy years of international longitudinal research. Addiction Research Foundation, Toronto, Canada.
14. Finney J.W., Moos R.H. The long-term course of treated alcoholism. II. Predictors and correlates of 10-year functioning and mortality. J. Stud. Alcohol. 53(2):1992;142-153
15. Hill K.G., White H.R., Chung I.J., Hawkins J.D., Catalano R.F. Early adult outcomes of adolescent binge drinking: person- and variable-centered analyses of binge drinking trajectories. Alcohol. Clin. Exp. Res. 24(6):2000;892-901
16. Hilton M.E. Demographic characteristics and the frequency of heavy drinking as predictors of self-reported drinking problems. Br. J. Addict. 82:1987;913-925
17. Hosmer, D.W., Lemeshow, S., 1989. Applied Logistic Regression. Wiley, New York.
18. Hser Y.-I., Anglin M.D., Grella C., Longshore D., Prendergast M.L. Drug treatment careers: a conceptual framework and existing research findings. J. Subst. Abuse Treat. 14(6):1997;543-558
19. Humphreys K., Weisner C. Use of exclusion criteria in selecting research subjects and its effect on the generalizability of alcohol treatment outcome studies. Am. J. Psychiatry. 157(4):2000;588-594
20. Institute of Medicine, 1990. Broadening the Base of Treatment for Alcohol Problems. National Academy Press, Washington, DC.
21. Jackson K.M., Sher K.J., Wood P.K. Trajectories of concurrent substance use disorders: a developmental, typological approach to comorbidity. Alcohol. Clin. Exp. Res. 24(6):2000;902-913
22. Joe, G.W., Chastain, R.L., Simpson, D.D., 1990. Length of careers. In: Simpson, D.D., Sells, S.B. (Eds.), Opioid Addiction and Treatment: A 12-Year Follow-up. Robert E. Krieger Publishing Company, Malabar, FL, pp. 103-119.
23. Jones B.L., Nagin D.S., Roeder K. A SAS procedure based on mixture models for estimating developmental trajectories. Sociol. Methods Res. 29:2001;374-393
24. Kaskutas, L., Russell, G., Dinis, M., 1997. Technical report on the alcohol treatment utilization study in public and private sectors. Alcohol Research Group, Berkeley, CA.
25. Kaskutas L.A., Bond J., Humphreys K. Social networks as mediators of the effect of alcoholics anonymous. Addiction. 97(7):2002;891-900
26. Kass R.E., Raftery A.E. Bayes factor. J. Am. Stat. Assoc. 90:1995;912-914
27. Kerr W.C., Fillmore K.M., Bostrom A. Stability of alcohol consumption over time: evidence from three longitudinal surveys from the United States. J. Stud. Alcohol. 63:2002;325-333
28. Lacourse E., Cote S., Nagin D.S., Vitaro F., Brendgen M., Tremblay R.E. A longitudinal-experimental approach to testing theories of antisocial behavior development. Dev. Psychopathol. 14:2002;909-924
29. Matzger, H., Delucchi, K., Weisner, C., Ammon, L., in press. Does marital status predict long-term drinking? Observations from a group of problem drinking and dependent individuals. J. Stud. Alcohol.
30. Muthén B. Statistical and substantive checking in growth mixture modeling: comment on Bauer and Curran (2003). Psychol. Methods. 8:2003;369-377
31. Muthén B., Muthén L.K. Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. Alcohol. Clin. Exp. Res. 24(6):2000;882-891
32. Nagin D.S. Analyzing development trajectories: a semi-parametric group-based approach. Psychol. Methods. 4:1999;139-157
33. Nagin D.S., Tremblay R.E. Analyzing developmental trajectories of distinct but related behaviors: a group-based method. Psychol. Methods. 6:2001;18-34
34. Oxford M.L., Gilchrist L.D., Morrison D.M., Gillmore M.R., Lohr M.J., Lewis S.M. Alcohol use among adolescent mothers: heterogeneity in growth curves, predictors, and outcomes of alcohol use over time. Prev. Sci. 4(1):2003;15-26
35. Roeder K., Lynch K.G., Nagin D.S. Modeling uncertainty in latent class membership: a case study in criminology. J. Am. Stat. Assoc. 94:1999;766-776
36. Schmidt L., Weisner C., Wiley J. Substance abuse and the course of welfare dependency. Am. J. Public Health. 88(11):1998;1616-1622
37. Shaw G.K., Waller S., Latham C.J., Dunn G., Thomson A.D. Alcoholism: a long-term follow-up study of participants in an alcohol treatment programme. Alcohol Alcohol. 32(4):1997;527-535
38. Simpson, D.D., 1990. Longitudinal outcome patterns. In: Simpson, D.D., Sells, S.B. (Eds.), Opioid Addiction and Treatment: A 12-Year Follow-up. Robert E. Krieger Publishing Company, Malabar, FL, pp. 55-71.
39. Simpson D.D., Joe G.W., Broome K.M. A national 5-year follow-up of treatment outcomes for cocaine dependence. Arch. Gen. Psychiatry. 59(6):2002;538-544
40. Stoolmiller, M., 1995. Using latent growth curve models to study developmental processes. In: Gottman, J.M. (Ed.), The Analysis of Change. Lawrence Erlbaum Associates, Mahwah, NJ, pp. 103-138.
41. Tapert S.F., McCarthy D.M., Aarons G.A., Schweinsburg A.D., Brown S.A. Influence of language abilities and alcohol expectancies on the persistence of heavy drinking in youth. J. Stud. Alcohol. 64(3):2003;313-321
42. Weisner C. The alcohol treatment-seeking process from a problems perspective: responses to events. Br. J. Addict. 85(4):1990;561-569
43. Weisner C., Conell C., Hunkeler E., Rice D., McLellan A.T., Hu T.-W., Moore C. Drinking patterns and problems of the 'stably insured': a study of the membership of an health maintenance organization. J. Stud. Alcohol. 61(1):2000a;121-129
44. Weisner C., Delucchi K., Matzger H., Schmidt J. The role of formal and informal influences in five-year trajectories of alcohol dependent and problem drinkers. J. Stud. Alcohol. 64(64):2003b;862-873
45. Weisner C., Greenfield T., Room R. Trends in the treatment of alcohol problems in the US general population, 1979 through 1990. Am. J. Public Health. 85(1):1995;55-60
46. Weisner C., Matzger H. Missed opportunities in screening for alcohol problems in medical and mental health services. Alcohol. Clin. Exp. Res. 27(7):2003;1132-1141
47. Weisner C., Matzger H. A prospective study of the factors influencing entry to alcohol and drug treatment. J. Behav. Health Serv. Res. 29(2):2002;126-137
48. Weisner C., Matzger H., Kaskutas L.A. How important is treatment? One-year outcomes of treated and untreated alcohol-dependent individuals. Addiction. 98:2003b;901-911
49. Weisner C., Matzger H., Schmidt L., Tam T. Who goes to alcohol and drug treatment? Understanding utilization within the context of insurance. J. Stud. Alcohol. 63:2002;673-682
50. Weisner C., Mertens J., Parthasarathy S., Moore C., Hunkeler E., Hu T.-W., Selby J.V. The outcome and cost of alcohol and drug treatment in an HMO: day hospital versus traditional outpatient regimens. Health Serv. Res. 35(4):2000b;791-812
51. Weisner C., Mertens J., Parthsarathy S., Moore C. Integrating primary medical care with addiction treatment: a randomized controlled trial. J. Am. Med. Assoc. 286(14):2001;1715-1723
52. Weisner C., Schmidt L. Gender disparities in treatment for alcohol problems. J. Am. Med. Assoc. 268(14):1992;1872-1876
53. White H.R., Pandian R.J., Chen P.-H. Developmental trajectories of cigarette use from early adolescence into young adulthood. Drug Alcohol Dependence. 65:2002;167-178
54. Wilsnack S.C., Klassen A.D., Schur B.E., Wilsnack R.W. Predicting onset and chronicity of women's problem drinking: a five-year longitudinal analysis. Am. J. Public Health. 81(3):1991;305-318
55. Windle, M., 1997. Alternative latent-variable approaches to modeling change in adolescent alcohol involvement. In: Bryant, K.J., Windle, M., West, S.G. (Eds.), The Science of Prevention: Methodological Advances from Alcohol and Substance Abuse Research. American Psychological Association, Washington, DC, pp. 43-78.