Psychological Science Can Improve Diagnostic Decisions

Ashenfelter O. Ashmore D. Lalonde R. (1995). Bordeaux wine vintage quality and the weather. Chance, 8: 7–14.

Bayes T. (1763). An essay towards solving a problem in the doctrine of chance. Philosophical Transactions of the Royal Society, 53: 370–418.

Bloom D.E. Glied S. (1991). Benefits and costs of HIV testing. Science, 252: 1798–1804.

Carter G. Polger P. (1986). A 20-year summary of National Weather Service verification results for temperature and precipitation. Technical Memorandum NWS FCST 31. Washington DC National Oceanic and Atmospheric Administration.

Clinton W.J. Gore A. Jr. (1994). Science in the national interest. White House Office of Science and Technology Policy, Washington D. C.

Cronbach L.J. Gleser G. C. (1965). Psychological tests and personnel decisions. Urbana IL University of Illinois Press.

Dawes R.M. (1979). The robust beauty of improper linear models in decision making. American Psychologist, 34: 571–582.

Dawes R.M. Corrigan B. (1974). Linear models in decision making. Psychological Bulletin, 81: 95–106.

Dawes R.M. Faust D. Meehl P.E. (1989). Clinical versus actuarial judgment. Science, 243: 1668–1674.

Dawes R.M. Faust D. Meehl P.E. (1992). Statistical prediction versus clinical prediction: Improving what works. In Keren G. Lewis C. (Eds.), A handbook for data analysis in the behavioral sciences: Methodological issues (pp. 351–367). Mahwah, NJ: Erlbaum.

Efron B. (1982). The jackknife, the bootstrap and other resampling plans. Philadelphia PA Society for Industrial and Applied Mathematics.

General Accounting Office (1997). Social security disability: SSA actions to reduce backlogs and achieve more consistent decisions deserve high priority. T-HEHS-97-118. Washington DC.

Getty D.M. Pickett R.M. D'Orsi C.J. Swets J.A. (1988). Enhanced interpretation of diagnostic images. Investigative Radiology, 23: 240–252.

Getty D.J. Seltzer S.E. Tempany C.M.C. Pickett R.M. Swets J.A. McNeil B.J. (1997). Prostate cancer: Relative effects of demographic, clinical, histologic, and MR imaging variables on the accuracy of staging. Radiology, 204: 471–479.

Getty D.M. Swets J.A. (1991). Determining the diagnostic features worthy of attention in a new imaging modality. Fechner Day 91, International Society of Psychophysics, Durham, NC, 45–47.

Getty D.J. Swets J.A. Pickett R.M. Gonthier D. (1995). System operator response to warnings of danger: A laboratory investigation of the effects of the predictive value of a warning on human response time. Journal of Experimental Psychology: Applied, 1: 19–33.

Gish H. (1990). A probabilistic approach to the understanding and training of neural network classifiers. IEEE International Conference on Acoustics, Speech, and Signal Processing. Albuquerque, NM, April 3-6, 1361–1368.

Gong G. (1986). Cross-validation, the jackknife, and the bootstrap: excess error estimation in forward logistic regression. Journal of the American Statistical Association, 81: 108–113.

Gottfredson D. Wilkins L. Hoffman P. (1978). Guidelines for parole and sentencing: A policy control method. Lexington, MA Lexington Books.

Grove W. Meehl P. (1996). Comparative efficacy of informal (subjective, impressionistic) and formal (mechanical, algorithmic) prediction procedures: The clinical-statistical controversy. Psychology, Public Policy, and Law, 2: 293–323.

Hanley J.A. (1988). The robustness of the “binormal” assumptions used in fitting ROC curves. Medical Decision Making, 8: 197–203.

Hanson R. (1998). What do we know about sex offender risk assessment? Psychology, Public Policy, and Law, 4: 50–72.

Harris D.H. (1991, October). Eddy current steam generator data analysis performance. Paper presented at the ASME International Joint Power Generation Conference, San Diego, CA.

Harris G.T. Rice M.E. Quinsey V.L. (1993). Violent recidivism of mentally disordered offenders: The development of a statistical prediction instrument. Criminal Justice and Behavior, 20: 315–335.

Hemphill J. Hare R. Wong S. (1998). Psychopathy and recidivism: A review. Legal and Criminological Psychology, 3: 139–170.

Hertz J. Krogh A. Palmer R.G. (1991). Introduction to the theory of neural computation. Reading, MA Addison-Wesley.

Hidaka T. Beranek L. L. (2000). Objective and subjective evaluations of twenty-three opera houses in Europe, Japan, and the Americas. Journal of the Acoustical Society of America, 107: 368–383.

Hosmer D.W. Lemeshow S. (1989). Applied logistic regression. New York Wiley.

Jiang Y. Nishikawa R.M. Wolverton D.E. Metz C.E. Giger M.L. Schmidt R.A. Vyborny C.J. Doi K. (1996). Malignant and benign clustered microcalcifications: Automated feature analysis and classification. Radiology, 198: 671–678.

Kassirer J.P. (1994). A report card on computer-assisted diagnosis. The New England Journal of Medicine, 330: 1824–1825.

Kopans D. D'Orsi C.J. (1992). ACR system enhances mammogram reporting. Diagnostic Imaging, Sept., 125–132.

Kopans D. D'Orsi C.J. (1993). Mammographic feature analysis. Seminars in Roentgenology, 28: 204–230.

Klassen D. O'Connor W. (1990). Assessing the risk of violence in released mental patients: A cross validation study. Psychological Assessment: A Journal of Consulting and Clinical Psychology, 1, 75–81.

Lachenbruch P. (1975). Discriminant analysis. New York: Hafner.

Lidz C. Mulvey E. Gardner W. (1993). The accuracy of predictions of violence to others. Journal of the American Medical Association, 269: 1007–1011.

Lo J.Y. Baker J.A. Kornguth P.J. Iglehart J.D. Floyd C.E. Jr. , (1997). Predicting breast cancer invasion with artificial neural networks on the basis of mammographic features. Radiology, 203: 159–163.

Lodwick G.S. (1986). Computers in radiologic diagnosis. Applied Radiology, Jan/Feb, 61–65.

Lusted L.B. (1968). Introduction to medical decision making. Springfield IL Charles C. Thomas.

Meehl P. (1954). Clinical versus statistical prediction: A theoretical analysis and a review of the evidence. Minneapolis, MN University of Minnesota.

Meyer K.B. Pauker S.G. (1987). Screening for HIV: Can we afford the false-positive rate? The New England Journal of Medicine, 317: 238–241.

Miller A. Thompson J.C. (1975). Elements of meteorology. Columbus, OH Merrill.

Mulley A.G. Barry M.J. (1986). Clinical utility of tests for HTLV-III/LAV infection. (Grant application to the Public Health Service.) Boston, MA Massachusetts General Hospital.

Nishanian P. Taylor J.M.G. Korns E. Detels R. Saah A. Fahey J.L. (1987). Significance of quantitative enzyme-linked immunosorbent assay (ELIZA) results in evaluation of three ELIZAs and Western blot tests for detection of antibodies to human immunodeficiency virus in a high-risk population. Journal of Clinical Microbiology, 25: 395–400.

Partin A.W. Kattan M.W. Subong E.N.P. Walsh P.C. Wojno K.J. Oesterling J.E. Scardino P.T. Pearson J.D. (1997). Combination of prostate-specific antigen, clinical stage, and Gleason score to predict pathological stage of localized prostate cancer. Journal of the American Medical Association, 277: 1445–1451.

Passell P. (1990). Wine equation puts some noses out of joint. New York Times, March 4, p. 1.

Peterson W.W. Birdsall T.G. Fox W.C. (1954). The theory of signal detectability. IRE Professional Group on Information Theory PGIT-4, 171–212.

Quinsey V. Harris G. Rice M. Cormier C. (1998). Violent offenders: Appraising and managing risk. Washington, DC American Psychological Association.

Rau C.A. Jr. (1979). Proceedings of the ARPA/AFMI, Review of Progress in Quantitative NDE, 150–161.

Rice M.E. Harris G.T. (1995). Violent recidivism: assessing predictive validity. Journal of Consulting and Clinical Psychology, 63: 737–748.

Richard M.D. Lippmann R.P. (1991). Neural network classifiers estimate Bayesian a posteriori probabilities. Neural Computation, 3: 461–483.

Rummel W.D. Christner B.K. Long D.L. (1988). Methodology for analysis and characterization of nondestructive inspection capability. Review of Progress in Quantitative NDE, 7: 1769–1776.

Schwartz J.S. Dans P.E. Kinosian B.P. (1988). Human immunodeficiency virus test evaluation, performance, and use: Proposals to make good tests better. Journal of the American Medical Association, 259: 2574–2579.

Seltzer S.E. Getty D.J. Tempany C.M.C. Pickett R.M. Schnall M.D. McNeil B.J. Swets J.A. (1997). Staging prostate cancer with MR imaging: A combined radiologist-computer system. Radiology, 202: 219–226.

Shiffman S.S. Reynolds M.L. Young F.W. (1981). Introduction to multidimensional scaling. New York Academic Press.

Social Security Advisory Board (1998). How SSA's disability programs can be improved. Washington DC.

Speer J.R. (1989). Detection of plastic explosives. Science, 243, 1651.

Steadman H. Silver E. Monahan J. Appelbaum P. Robbins P. Mulvey E. Grisso T. Roth L. Banks S. (2000). A classification tree approach to the development of actuarial violence risk assessment tools. Law and Human Behavior, 24: 83–100.

Sweeting T. (1995). Statistical models for nondestructive testing. International Statistical Review, 63: 199–214.

Swets J.A. (1983). Assessment of NDT systems: Part 1. The relationship of true and false detections; Part 2. Indices of performance. Materials Evaluation, 41: 1294–1303.

Swets J.A. (1988). Measuring the accuracy of diagnostic systems. Science, 240: 1285–1293.

Swets J.A. (1991). The science of high stakes decision making in an uncertain world. Science and public policy seminar, Federation of Behavioral, Psychological, and Cognitive Sciences, Rayburn House Office Building, Washington, DC (September 6).

Swets J.A. (1992). The science of choosing the right decision threshold in high-stakes diagnostics. American Psychologist, 47: 522–532.

Swets J.A. (1996). Signal detection theory and ROC analysis in psychology and diagnostics: Collected papers. Mahwah, NJ Erlbaum.

Swets J.A. Getty D.J. Pickett R.M. D'Orsi C.J. Seltzer S.E. McNeil B.J. (1991). Enhancing and evaluating diagnostic accuracy. Medical Decision Making, 11: 9–18.

Swets J.A. (1998). Increasing the accuracy of mammogram interpretation. Final report under Contract DAMD17-94-C-4082. U.S. Army Medical.

Research and Materiel Command, Fort Detrick, Frederick, MD. Tsien, C.L., Fraser, H.S., Long, W.J., & Kennedy, R.L. (1998). Using classification tree and logistic regression methods to diagnose myocardial infection. Medinfo, 9: 493–497.

Webster C. Harris G. Rice M. Cormier C. Quinsey V. (1994). The violence prediction scheme; Assessing dangerousness in high risk men. Centre of Criminology, University of Toronto, Canada.

Weinstein M.C. Fineberg H.V. Elstein A.S. Frazier H.S. Neuhauser D. Neutra R.R. McNeil B.J. (1980). Clinical decision analysis. Philadelphia PA W.B. Saunders.

Weiss R. Their S.O. (1988). HIV testing is the answer—What's the question? The New England Journal of Medicine, 319: 1010–1012.

Young F.W. Hamer R.M. , (Ed.) (1987). Multidimensional scaling: History, theory, and applications. Mahwah, NJ Erlbaum.

Yu K.K. Hricak H. Alagappan R. Chernoff D.M. Bachetti P. Zaloudeck C.J. (1997). Detection of extracapsular extension of prostate carcinoma with endorectal and phased-array coil MR imaging: Multivariate feature analysis. Radiology, 202: 697–702.