Analyzing vocational outcomes of individuals with psychiatric disabilities who received state vocational rehabilitation services: A data mining approach

International Journal of Social Psychiatry

Volumn 53, Issue 4, 2007, Pages 357-368

  Rosenthal, David A ^a   Dalton, Jacquelyn A ^a   Gervey, Robert ^a  

^a UNIVERSITY OF WISCONSIN MADISON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; AGED; ARTICLE; CONTROLLED STUDY; DATA MINING; EMPLOYMENT; FEMALE; HEALTH CARE DELIVERY; HUMAN; MAJOR CLINICAL STUDY; MALE; MENTAL DISEASE; MENTAL HEALTH SERVICE; OUTCOMES RESEARCH; VOCATIONAL REHABILITATION;

ADOLESCENT; ADULT; AGED; DATA COLLECTION; DISABLED PERSONS; EMPLOYMENT; FEMALE; HUMANS; MALE; MENTAL DISORDERS; MIDDLE AGED; OUTCOME ASSESSMENT (HEALTH CARE); REHABILITATION, VOCATIONAL; UNITED STATES;

EID: 34447125594     PISSN: 00207640     EISSN: 17412854     Source Type: Journal    
DOI: 10.1177/0020764006074555     Document Type: Article

References (40)

1. Andrews, H., Barker, B., Pittman, J., Mars, L., Struening, E. & Larocca, N. (1992) National trends in vocational rehabilitation: A comparison of individuals with physical disabilities and individuals with psychiatric disabilities. Journal of Rehabilitation, 58(1), 7-16.
2. Anthony, W.A., Cohen, M.R., Farkas, M.D. & Gagne, C. (2002) Psychiatric Rehabilitation (2nd edition). Boston: Boston University, Center for Psychiatric Rehabilitation.
3. Biggs, D., Deville, B. & Suen, E. (1991) A method of choosing multiway partitions for classification and decision trees. Journal of Applied Statistics, 18(1), 49-62.
4. Bolton, B. (1972a) Improving the prediction of rehabilitation outcomes by computer generated pattern analysis. Rehabilitation Research and Practice Review, 3, 51-53.
5. Bolton, B. (1972b) Predicting client outcome from intake data. Paper presented at the meeting of the Arkansas Rehabilitation Association, Hot Springs, Arkansas.
6. Bolton, B. (1972c) The prediction of rehabilitation outcomes. Journal of Applied Rehabilitation Counseling, 3(2), 16-24.
7. Bolton, B.F., Bellini, J.L. & Brookings, J.B. (2000) Predicting client employment outcomes from personal history, functional limitations, and rehabilitation services. Rehabilitation Counseling Bulletin, 44(1), 10-21.
8. Bond, G.R., Becker, D.R., Drake, R.E., Rapp, C.A., Meisler, N., Lehman, A.F., Bell, M.D. & Blyler, C.R. (2001) Implementing supported employment as an evidence based practice. Psychiatric Services, 52, 313-322.
9. Bond, G.R. & Boyer, S.L. (1988) Rehabilitation programs and outcomes. In Vocational Rehabilitation of Persons with Prolonged Mental Illness (eds J. Ciardiello & M. Bell), pp. 231-63. Baltimore: Johns Hopkins University Press.
10. Bond, G.R., Drake, R.E., Becker, D.R. & Mueser, K.T. (1999) Effectiveness of psychiatric rehabilitation approaches for employment of people with severe mental illness. Journal of Disability and Policy Studies, 10, 18-25.
11. Bond, G.R., Drake, R.E., Mueser, K.T. & Becker, D.R. (1997) An update on supported employment for people with severe mental illness. Psychiatric Services, 48, 335-346.
12. Bond, G.R. & McDonel, E.C. (1991) Vocational rehabilitation outcomes for persons with psychiatric disabilities: An update. Journal of Vocational Rehabilitation, 1(3), 9-20.
13. Bond, G.R. (1992) Vocational rehabilitation. In Handbook of Psychiatric Rehabilitation (ed. R.P. Liberman), pp. 244-75). Boston: Allyn and Bacon.
14. Bond, G.R. & Resnick, S.G. (2000) Psychiatric rehabilitation. In Handbook of Rehabilitation Psychology (eds R.G. Frank & T. Elliot), pp. 35-258. Washington, DC: American Psychological Association.
15. Cook, J.A. (2003) Results of a multi-site clinical study of employment models for mental health consumers (Report for a Center for Mental Health Project). Chicago: University of Illinois at Chicago, Department of Psychiatry. Accessed 1 October 2004, from http://www.psych.uic.edu/ eidp/eidp-3-20-03.pdf
16. Corbière, M., Bond, G.R. & Goldner, E.M. (2005) The fidelity of supported employment implementation in Canada and the United States. Psychiatric Services, 56(11), 144-147.
17. Drake, R.E. & Becker, D.R. (1996) The individual placement and support model of supported employment. Psychiatric Services, 47, 473-475.
18. Farkas, M. & Anthony, W.A. (2001) Overview of psychiatric rehabilitation education: Concepts of training and skill development. Rehabilitation Education, 15, 119-132.
19. Finch, J.R. & Wheaton, J.E. (1999) Patterns of services to vocational rehabilitation consumers with serious mental illness. Rehabilitation Counseling Bulletin, 42(3), 214-227.
20. Forthofer, M.S. & Bryant, C.A. (2000) Using audience-segmentation techniques to tailor health behavior change strategies. American Journal of Health Behavior, 24(1), 36-43.
21. Hoare, R. (2004, April) Using CHAID for classification problems. Paper presented at the New Zealand Statistical Association Conference, Wellington, New Zealand.
22. Ingraham, K., Rahimi, M., Tsang, H., Chan, F. & Oulvey, E. (2001) Work support groups in state vocational rehabilitation agency settings: a case study. Psychiatric Rehabilitation Skills, 5, 6-21.
23. Kress-Shull, M. (2001) Continuing challenges to the vocational rehabilitation of individuals with severe, long-term mental illnesses. Journal of Applied Rehabilitation Counseling, 31(4), 5-10.
24. Latimer, E.A., Bush, P.W. & Becker, D.R. (2004) The cost of high-fidelity supported employment programs for people with severe mental illness. Psychiatric Services, 55(4), 401-406.
25. Leech, L. & Holcomb, J.M. (2001) The nature of psychiatric rehabilitation and implications for collaborative efforts. Journal of Applied Rehabilitation Counseling, 31(4), 54-60.
26. Louis Harris & Associates (1986) ICD Survey of Disabled Americans: A Nationwide Survey of 1,000 Disabled. New York: International Center for the Disabled.
27. Lugar, R.J. (1998) Descriptive and predictive analyses of the practice of family therapy in selected managed mental health care settings (doctoral dissertation, Texas A&M University, 1998). Dissertation Abstracts International, 59 (4-B), 1834.
28. Ma, T.C. (2000) Assessing readmission rates of alcohol treatment: developing patient-treatment matching by using chi-square interaction detection (doctoral dissertation, University of Iowa, 2000). Dissertation Abstracts International, 60(12-B), 6005.
29. MacDonald-Wilson, K.L., Rogers, S.E., Ellison, M.L. & Lyass, A. (2003) A study of the social security work incentives and their relation to perceived barriers to work among persons with psychiatric disability. Rehabilitation Psychology Journal, 48, 301-309.
30. Marshak, L.E. & Bostick, D. (1990) Closure outcomes for clients with psychiatric disabilities served by the vocational rehabilitation system. Rehabilitation Counseling Bulletin, 33(3), 274-250.
31. McGurrin, M.C. (1994) An overview of the effectiveness of transitional vocational rehabilitation services in the treatment of long term mental illness. Psychosocial Rehabilitation Journal, 17(3), 37-51.
32. Melchoir, L.A., Huba, G.J., Gallagher, T., Jean-Louis, E., McDonald, S.S., Smereck, G.A.D., German, V.F., Brown, V.B. & Panter, A.T. (2001) Unmet needs in groups of traditionally underserved individuals with HIV/AIDS: Empirical models. Home Health Care Services Quarterly, 19(1), 29-51.
33. Nong, Y. (2003) Handbook of Data Mining. Mahwah, NJ: Lawrence Erlbaum Associates.
34. Rehabilitation Act Amendments of 1992, 29, U.S.C. § 701, et seq.
35. Rehabilitation Services Administration (1995) Reporting Manual for the Case Service Report (RSA-911) (Report No. RSA-PD-95-04). Washington, DC: Author.
36. Roth, D., Burns, O., Champney, T., Vercellini, J. & Clark, J. (1996) Services in systems: Impact on client outcomes. In New Research in Mental Health,1994-1995 Biennium (ed. D. Roth), pp. 388-401. Columbus: Ohio Department of Mental Health.
37. Smith, E.C. & Grawe, K. (2003) What makes psychotherapy sessions productive? A new approach to bridging the gap between process research and practice. Clinical Psychology and Psychotherapy, 10,275- 285.
38. Spss. (1998) AnswerTree 2.0 user's guide. Chicago.
39. Vitale, J.H. & Steinbach, M. (1965) The prevention of relapse of chronic mental patients. International Journal of Social Psychiatry, 11, 85-95.
40. Wilder, J.F., Levin, G. & Zwerling, I. (1966) A two-year follow-up evaluation of acute psychotic patients treated in a day hospital. American Journal of Psychiatry, 122, 1095-1111.