Abstract
This article examines (1) the extent to which managed care participation is associated with technical efficiency in outpatient substance abuse treatment (OSAT) organizations and (2) the contributions of specific managed care practices as well as other organizational, financial, and environmental attributes to technical efficiency in these organizations. Data are from a nationally representative sample survey of OSAT organizations conducted in 1995. Technical efficiency is modeled using data envelopment analysis. Overall, there were few significant associations between managed care dimensions and technical efficiency in outpatient treatment organizations. Only one managed care oversight procedure, the imposition of sanctions by managed care firms, was significantly associated with relative efficiency of these provider organizations. However, several organizational factors were associated with the relative level of efficiency including hospital affiliation, mental health center affiliation, JCAHO accreditation, receipt of lump sum revenues, methadone treatment modality, percentage clients unemployed, and percentage clients who abuse multiple drugs.
Similar content being viewed by others
References
Iglehart JK: Managed care and mental health.New England Journal of Medicine 1996; 334:131–135.
Mechanic D, Schlesinger M, McAlpine DD: Management of mental health and substance abuse services: State of the art and early results.Milbank Quarterly 1995; 73:19–55.
Sederer LI, Bennett MJ: Managed mental health care in the United States: A status report.Administration and Policy in Mental Health 1996; 23:289–306.
Miller RH, Luft HS: Managed care plan performance since 1980: A literature analysis.Journal of the American Medical Association 1994; 271:1512–1519.
Institute of Medicine:Controlling Costs and Changing Patient Care? The Role of Utilization Management. Washington, DC: National Academy Press, 1989.
Luft H:Health Maintenance Organizations: Dimensions of Performance. New Brunswick, NJ: Transaction, 1987.
Schwartz WB, Mendelson DN: Hospital cost containment in the 1980s.New England Journal of Medicine 1991; 324:1037–1042.
Wells KB, Astrachan BM, Tischler GL, et al.: Issues and approaches in evaluating managed mental health care.Milbank Quarterly 1995; 73:57–75.
Folland S, Goodman AC, Stano M:The Economics of Health and Health Care. New York: Macmillan, 1993.
French MT, Dunlap LJ, Galinis DN, et al.:The Impact of Health Care Reforms and Managed Care on the Availability, Financing, and Costs of Substance Abuse Treatment. Final report (No. 271-912004) prepared for the National Institute on Drug Abuse. Research Triangle Park, NC: Research Triangle Institute.
Miller NA: An evaluation of substance misuse treatment providers used by an employee assistance program.International Journal of Addictions 1992; 27:533–559.
Gondolf E, Coleman K, Roman S: Clinical-based vs. insurance-based recommendations for substance abuse treatment level.Substance Use & Misuse 1996; 31:1101–1116.
Lurie N, Moscovice IS, Finch M, et al.: Does capitation affect the health of the chronically mentally ill?Journal of the American Medical Association 1992; 267:3300–3304.
Eisenberg J:Doctors' Decisions and the Cost of Medical Care. Ann Arbor, MI: Health Administration Press Perspectives, 1986.
Dornbusch SM, Scott WR:Evaluation and the Exercise of Authority. San Francisco: Jossey-Bass, 1975.
Alexander JA, Lemak CH: The effects of managed care on administrative burden in outpatient substance abuse treatment facilities.Medical Care 1997; 35:1060–1068.
Zarkin GA, Galinis DN, French MT, et al.: Financing strategies for drug abuse treatment programs.Journal of Substance Abuse Treatment 1995; 12:385–399.
Dickey B, Azeni H: Cost-containment in mental health care: The role of utilization review.Advances in Health Economics and Health Services Research 1993; 14:197–207.
Price RH, Burke AC, D'Aunno TA, et al.: Outpatient drug abuse treatment services, 1988: Results of a national survey. In: Pickens RW, Lukefeld CG, Schuster CR (Eds.):Improving Drug Abuse Treatment. Rockville, MD: National Institute on Drug Abuse, 1991, pp. 63–92.
Rosko MD, Chilingerian JA, Zinn JS, et al.: The effects of ownership, operating environment, and strategic choices on nursing home efficiency.Medical Care 1995; 33:1001–1021.
Wheeler JRC, Fadel H, D'Aunno TA: Ownership and performance of outpatient substance abuse treatment centers.American Journal of Public Health 1992; 82:711–718.
Hansmann H: Economic theories of non-profit organizations. In: Powell WW (Ed.):The Nonprofit Sector: A Research Handbook. New Haven, CT: Yale University Press, 1987, pp. 27–42.
DeAlessi L: The economics of property rights: A review of the evidence.Research in Law and Economics 1980; 2:1–47.
Alchian AA, Demetz H: Production, information costs, and economic organization.American Economic Review 1972; 62:777–795.
Institute of Medicine [Gray BH (Ed.)]:For-Profit Enterprise in Health Care. Washington, DC: National Academy Press, 1986.
Marmor TR, Schlesinger M, Smithey RW: Nonprofit organizations and health care. In: Powell WW (Ed.):The Nonprofit Sector: A Research Handbook. New Haven, CT: Yale University Press, 1987, pp. 221–239.
Ozcan YA, McCue MJ, Okasha AA: Measuring the technical efficiency of psychiatric hospitals.Journal of Medical Systems 1996; 20:141–150.
McCaughrin WC:The Relationship between Conformity to JCAHO Standards and Organizational Performance. Ann Arbor: University of Michigan Press, 1991.
Hubbard RL, Marsden ME, Rachal JV, et al.:Drug Abuse Treatment: A National Study of Effectiveness. Chapel Hill: University of North Carolina Press, 1989.
Alemi F, Stephens RC, Llorens S, et al.: A review of factors affecting treatment outcomes: Expected treatment outcome scale.American Journal of Drug & Alcohol Abuse 1995; 21:483–509.
Feldstein P:Health Care Economics. Fourth ed. Albany, NY: Delmar, 1993.
McLaughlin C: Market responses to HMOs: Price competition or rivalry?Inquiry 1988; 25:205–218.
Joskow PL: The effects of competition and regulation on hospital bed supply and the reservation quality of the hospital.Bell Journal of Economics 1980; 38:48–58.
Lee ML: A conspicuous production theory of hospital behavior.Southern Economic Journal 1971; 38:48–58.
Hilsenrath PE, Chien RC, Rohrer JE: Implementing EACHs (essential access community hospitals) and RPCHs (rural primary care hospitals) on a statewide basis: A preliminary analysis.Journal of Rural Health 1991; 7:618–629.
Charnes A, Cooper WW, Rhodes E: Measuring the efficiency of decision-making units.European Journal of Operational Research 1978; 2:429–444.
Schinnar AP, Kamis-Gould E, Delucia N, et al.: Organizational determinants of efficiency and effectiveness in mental health partial care programs.Health Services Research 1990; 25:387–420.
Magnussen J: Efficiency measurement and the operationalization of hospital production.Health Services Research 1996; 31:21–37.
Fare R, Lovell CA: Measuring the technical efficiency of production.Journal of the Royal Statistical Society 1978; 19:151–162.
Banker RD, Charnes A, Cooper WW: Some models for estimating technical and scale inefficiencies in data envelopment analysis.Management Science 1984; 32:1078–1092.
Heeringa SG:Outpatient Drug Abuse Treatment Studies: Technical Documentation. Ann Arbor: University of Michigan, Institute for Social Research, 1996.
Groves RL (Ed.):Telephone Survey Methodology. New York: John Wiley, 1988.
Health Care Financing Administration:Prospective Payment System Payment Impact File. Washington, DC: Federal Register, 1997.
Onken LS, Blaine JD: Psychotherapy and counseling research in drug abuse treatment: Questions, problems, and solutions. In: Onken LS, Blaine JD (Eds.):Psychotherapy and Counseling in the Treatment of Drug Abuse. Rockville, MD: National Institute on Drug Abuse, 1990, pp. 1–35.
Maddala GS:Limited-Dependent and Qualitative Variables in Economics. New York: Cambridge University Press, 1983.
Breen R:Regression Models: Censored, Sample-Selection, or Truncated Data. Sage University Paper Series on Quantitative Applications in the Social Sciences, No. 07-011. Thousand Oaks, CA: Sage, 1996.
Greene WH:Econometric Analysis. Second ed. New York: Macmillan, 1993.
Wickizer TM, Wheeler JRC, Feldstein PJ: Have hospital inpatient cost containment programs contributed to the growth in outpatient expenditures? Analysis of the substitution effect associated with hospital utilization review.Medical Care 1991; 29:442–451.
Clement JP, Smith DG, Wheeler JR: What do we want and what do we get from not-for-profit hospitals?Hospital and Health Services Administration 1994; 39:159–178.
Vitaliano D, Toren M: Cost and efficiency in nursing homes: A stochastic frontier approach.Journal of Health Economics 1994; 13:281–300.
Charnes A, Cooper WW, Rhodes E: Evaluating program and managerial efficiency: An application of data envelopment analysis to program follow-through.Management Science 1981; 27:668–697.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Alexander, J.A., Wheeler, J.R.C., Nahra, T.A. et al. Managed care and technical efficiency in outpatient substance abuse treatment units. The Journal of Behavioral Health Services & Research 25, 377–396 (1998). https://doi.org/10.1007/BF02287509
Issue Date:
DOI: https://doi.org/10.1007/BF02287509