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28 - Reproducibility in Clinical Psychology

from Part VII - General Analytic Considerations

Published online by Cambridge University Press:  23 March 2020

Aidan G. C. Wright
Affiliation:
University of Pittsburgh
Michael N. Hallquist
Affiliation:
Pennsylvania State University
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Summary

Recent developments in psychology and related disciplines have highlighted common research practices that fail to lead to reliable and reproducible effects. In clinical psychology, the use of such practices has had negative consequences for public health. This chapter reviews the foundations of the scientific method, describes the origins and impacts of the reproducibility problem in that context, and makes recommendations for generating reproducible findings in clinical psychology.

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Publisher: Cambridge University Press
Print publication year: 2020

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References

Anderson, N. B. (2006). Evidence-Based Practice in Psychology. American Psychologist, 61, 271285.Google Scholar
Aschwanden, C. (2015). Science Isn’t Broken. Retrieved from http://fivethirtyeight.com/features/science-isnt-broken/Google Scholar
Baker, M. (2016). Is There a Reproducibility Crisis? Nature, 533, 452455.Google Scholar
Belluz, J. (2015). Scientists Often Fail When They Try to Reproduce Studies: This Scientist Explains Why. Retrieved from www.vox.com/2015/8/27/9212161/psychology-replicationGoogle Scholar
Carlson, E. A. (2006). Times of Triumph, Times of Doubt: Science and the Battle for Public Trust. Cold Spring Harbor, NY: Cold Spring Harbor Press.Google Scholar
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd edn.). Hillsdale, NJ: Lawrence Erlbaum.Google Scholar
Cohen, J. (1994). The Earth is Round (p < .05). American Psychologist, 49, 9971003.Google Scholar
Cooper, L. (2016). Editorial. Journal of Personality and Social Psychology, 110, 431434.CrossRefGoogle ScholarPubMed
Cumming, G. (2014). The New Statistics: Why and How. Psychological Science, 25, 729.Google Scholar
De Young, M. (2015). Encyclopedia of Asylum Therapeutics, 1750–1950. Jefferson, NC: McFarland.Google Scholar
Dienes, Z. (2008). Understanding Psychology as a Science: An Introduction to Scientific and Statistical Inference. Basingstoke: Palgrave Macmillan.Google Scholar
Drake, R. E., Goldman, H. H., Leff, H. S., Lehman, A. F., Dixon, L., Mueser, K. T., & Torrey, W. C. (2001). Implementing Evidence-Based Practices in Routine Mental Service Settings. Psychiatric Services, 52, 179182.CrossRefGoogle ScholarPubMed
Ellenberger, H. (1970). The Discovery of the Unconscious. New York: Basic Books.Google Scholar
Feynman, R. P., & Leighton, R. (1988). Surely You’re Joking, Mr. Feynman. New York: W. W. Norton.Google Scholar
Fraley, R. C., & Marks, M. J. (2007). The Null Hypothesis Significance Testing Debate and Its Implications for Personality Research. In Robins, R. W., Fraley, R. C., & Krueger, R. F. (Eds.), Handbook of Research Methods in Personality Psychology (pp. 149169). New York: Guilford Press.Google Scholar
Fraley, R. C., & Vazire, S. (2014). The N-Pact Factor: Evaluating the Quality of Empirical Journals with Respect to Sample Size and Statistical Power. PLOS One, 9, e109019.Google Scholar
Funder, D. C., Levine, J. M., Mackie, D. M., Morf, C. C., Sansone, C., Vazire, S., & West, S. G. (2014). Improving the Dependability of Research in Personality and Social Psychology: Recommendations for Research and Educational Practice. Personality and Social Psychology Review, 18, 312.CrossRefGoogle ScholarPubMed
Gelman, A. (2016). What Has Happened Down Here Is the Winds Have Changed. Statistical Modeling, Causal Inference, and Social Science. Retrieved from http://andrewgelman.com/2016/09/21/what-has-happened-down-here-is-the-winds-have-changed/Google Scholar
Gershman, S. J. (2016). Empirical Priors for Reinforcement Learning Models. Journal of Mathematical Psychology, 71, 16.CrossRefGoogle Scholar
Godlee, F. (2011). The Fraud Behind the MMR Scare. British Medical Journal, 342, d22.Google Scholar
Goldin-Meadow, S. (2016). Why Pre-Registration Makes Me Nervous. Observer, 7. Retrieved from www.psychologicalscience.org/observer/why-preregistration-makes-me-nervous#.WJzFz7YrLUoGoogle Scholar
Gottesman, I. I., & Shields, J. (1973). Genetic Theorizing and Schizophrenia. British Journal of Psychiatry, 122, 1530.Google Scholar
Greydnaus, D. E., & Toledo-Pereya, L. H. (2012). Historical Perspectives on Autism: Its Past Record of Discovery and Its Present State of Solipsism, Skepticism, and Sorrowful Suspicion. Pediatric Clinics of North America, 59, 111.Google Scholar
Hempel, C., & Oppenheim, P. (1948). Studies in the Logic of Explanation. Philosophy of Science, 15, 135175.CrossRefGoogle Scholar
Hoyle, R. H. (2012). Handbook of Structural Equation Modeling. New York: Guilford.Google Scholar
Isaacs, K. (1999). Searching for Science in Psychoanalysis. Journal of Contemporary Psychotherapy, 29, 235252.Google Scholar
Jelliffe, S. E. (1911). Predementia Praecox: The Hereditary and Constitutional Features of the Dementia Praecox Makeup. Journal of Nervous and Mental Disease, 38, 126.Google Scholar
John, L. K., Loewenstein, G., & Prelec, D. (2012). Measuring the Prevalence of Questionable Research Practices with Incentives for Truth Telling. Psychological Science, 23, 524532.Google Scholar
Kerr, N. L. (1998). HARKing: Hypothesizing after the Results Are Known. Personality and Social Psychology Review, 2, 196217.Google Scholar
Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahnik, S., Bernstein, M. J., ... Nosek, B. A. (2014). Investigating Variation in Replicability: A “Many Labs” Replication Project. Social Psychology, 45, 142152.Google Scholar
Kline, R. B. (2016). Principles and Practice of Structural Equation Modeling (4th edn.). New York: Guilford.Google Scholar
Kruschke, J. K. (2015). Doing Bayesian Data Analysis (2nd ed): A Tutorial with R, JAGS, and Stan. Cambridge, MA: Academic Press.Google Scholar
Lakens, D. (2014). Performing High-Powered Studies Efficiently with Sequential Analysis. European Journal of Social Psychology, 44, 701710.CrossRefGoogle Scholar
Lin, W., & Green, D. P. (2016). Standard Operating Procedures: A Safety Net for Pre-Analysis Plans. PS: Political Science & Politics, 49, 495500.Google Scholar
Lindsay, D. S. (2015). Replication in Psychological Science. Psychological Science, 26, 18271832.Google Scholar
Lykken, D. T. (1968). Statistical Significance in Psychological Research. Psychological Bulletin, 70, 151159.Google Scholar
Lupia, A., & Elman, C. (2014). Openness in Political Science: Data Access and Research Transparency. PS: Political Science and Politics, 47, 1942.Google Scholar
McGrath, S. (2015). Omission of Data Weakens the Case for Causal Mediation in the PACE Trial. The Lancet, 2, e7e8.Google Scholar
McIntyre, P., & Leask, J. (2008). Improving Uptake of MMR Vaccine. British Medical Journal, 336, 729–30.CrossRefGoogle ScholarPubMed
Meehl, P. E. (1967). Theory-Testing in Psychology and Physics: A Methodological Paradox. Philosophy of Science, 34, 103115.Google Scholar
Meehl, P. E. (1978). Theoretical Risks and Tabular Asterisks: Sir Karl, Sir Ronald, and the Slow Progress of Soft Psychology. Journal of Consulting and Clinical Psychology, 46, 806834.CrossRefGoogle Scholar
Morey, R. D., & Rouder, J. N. (2011). Bayes Factor Approaches for Testing Interval Null Hypotheses. Psychological Methods, 16, 406419.CrossRefGoogle ScholarPubMed
Munafo, M. R., Nosek, B. A., Bishop, D. V. M., Button, K. S., Chambers, C. D., Percie Du Sert, N., ... Ioannidis, J. P. A. (2017). A Manifesto for Reproducible Science. Nature: Human Behavior, 1(1), 0021.Google ScholarPubMed
Nosek, B. A. (2012). An Open, Large-Scale, Collaborative Effort to Estimate the Reproducibility of Psychological Science. Perspectives on Psychological Science, 7, 657660.Google Scholar
Nosek, B. A., & Lakens, D. (2014). Registered Reports: A Method to Increase the Credibility of Published Results. Social Psychology, 45, 137141.Google Scholar
Nosek, B. A., Alter, G., Banks, G., Boorsboom, D., Bowman, S., Breckler, S. J., … DeHaven, A. C. (2015). Promoting an Open Research Culture: The TOP Guidelines for Journals. Retrieved from https://osf.io/vj54c/Google Scholar
Open Science Collaboration. (2015). Estimating the Reproducibility of Psychological Science. Science, 349, aac4716-1aac4716-8.Google Scholar
Popper, K. (1950). The Logic of Scientific Discovery. New York: Routledge.Google Scholar
Preacher, K. J. (2006). Quantifying Parsimony in Structural Equation Modeling. Multivariate Behavioral Research, 41, 227259.CrossRefGoogle ScholarPubMed
Rehmeyer, J. (2016). Bad Science Misled Millions with Chronic Fatigue Syndrome. Here’s How We Fought Back. Retrieved from www.statnews.com/2016/09/21/chronic-fatigue-syndrome-pace-trial/Google Scholar
Richard, F. D., Bond, C. F., & Stokes-Zoota, J. J. (2003). One Hundred Years of Social Psychology Quantitatively Described. Review of General Psychology, 7, 331363.Google Scholar
Rosenthal, R. (1979). The File Drawer Problem and Tolerance for Null Results. Psychological Bulletin, 86, 638641.Google Scholar
Schomerus, G., Schwahn, C., Holzinger, A., Corrigan, P. W., Grabe, H. J., Carta, M. G., & Angermeyer, M. C. (2012). Evolution of Public Attitudes about Mental Illness: A Systematic Review and Meta-Analysis. Acta Pyschiatrica Scandinavica, 125, 440452.Google Scholar
Simmons, J. P., Nelson, L. D., & Simonsohn, U. (2011). False-Positive Psychology: Undisclosed Flexibility in Data Collection and Analysis Allows Presenting Anything as Significant. Psychological Science, 22(11), 13591366.Google Scholar
Simonsohn, U., Nelson, L. D., & Simmons, J. P. (2014). P-Curve and Effect Size: Correcting for Publication Bias Using Only Significant Results. Perspectives on Psychological Science, 9, 666681.Google Scholar
Smaldino, P. E., & McElreath, R. (2016). The Natural Selection of Bad Science. Royal Society Open Science. Retrieved from https://royalsocietypublishing.org/doi/full/10.1098/rsos.160384Google Scholar
Srivastava, S. (2016). Everything Is Fucked: The Syllabus. The Hardest Science. Retrieved from https://hardsci.wordpress.com/2016/08/11/everything-is-fucked-the-syllabus/Google Scholar
Tackett, J. L., Lilienfeld, S. O., Patrick, C. J., Johnson, S. L., Krueger, R. F., Miller, J. D., … Shrout, P. E. (2017). It’s Time to Broaden the Replicability Conversation: Thoughts for and from Clinical Psychological Science. Perspectives on Psychological Science, 12, 742756.Google Scholar
Tuller, D. (2015). Trial by Error: The Troubling Case of the PACE Chronic Fatigue Syndrome Study. Virology Blog. Retrieved from www.virology.ws/2015/10/21/trial-by-error-i/Google Scholar
Tversky, A., & Kahneman, D. (1971). Belief in the Law of Small Numbers. Psychological Bulletin, 1971, 105110.Google Scholar
Vazire, S. (2016a). Editorial. Social Psychological and Personality Science, 7, 37.CrossRefGoogle Scholar
Vazire, S. (2016b). I Have Found the Solution and It Is Us. Sometimes I’m Wrong. Retrieved from http://sometimesimwrong.typepad.com/wrong/2016/08/solution-is-us.htmlGoogle Scholar
Vazire, S. (2017). Quality Uncertainty Erodes Trust in Science. Collabra: Psychology, 3, 1.Google Scholar
Wakefield, A. J., Murch, S. H., Anthony, A., Linnell, J., Clsson, D. M., Malik, M., … Walker-Smith, J. A. (1998). Ileal-Lymphoid-Nodular Hyperplasia, Non-Specific Colitis, and Pervasive Developmental Disorder in Children. The Lancet, 351, 637641.Google Scholar
White, P. D., Goldsmith, K. A., Johnson, A. L., Potts, L., Walwyn, R., DeCesare, J. C., … PACE Trial Management Group (2011). Comparison of Adaptive Pacing Therapy, Cognitive Behavior Therapy, Graded Exercise Therapy, and Specialist Medical Are for Chronic Fatigue Syndrome (PACE): A Randomized Trial. The Lancet, 377, 823836.Google Scholar
Yong, E. (2016). Psychology’s Replication Crisis Can’t Be Wished Away. Retrieved from www.theatlantic.com/science/archive/2016/03/psychologys-replication-crisis-cant-be-wished-away/472272/Google Scholar

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