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Proxy failure and poor measurement practices in psychological science

Published online by Cambridge University Press:  13 May 2024

Wendy C. Higgins*
Affiliation:
School of Psychological Sciences, Macquarie University, Macquarie Park, NSW, Australia david.kaplan@mq.edu.au https://researchers.mq.edu.au/en/persons/wendy-higgins https://researchers.mq.edu.au/en/persons/david-michael-kaplan
Alexander J. Gillett
Affiliation:
Department of Philosophy, Macquarie University, Macquarie Park, NSW, Australia. alexander.gillett@mq.edu.au robert.ross@mq.edu.au https://researchers.mq.edu.au/en/persons/alexander-gillett https://researchers.mq.edu.au/en/persons/robert-ross
David M. Kaplan
Affiliation:
School of Psychological Sciences, Macquarie University, Macquarie Park, NSW, Australia david.kaplan@mq.edu.au https://researchers.mq.edu.au/en/persons/wendy-higgins https://researchers.mq.edu.au/en/persons/david-michael-kaplan
Robert M. Ross
Affiliation:
Department of Philosophy, Macquarie University, Macquarie Park, NSW, Australia. alexander.gillett@mq.edu.au robert.ross@mq.edu.au https://researchers.mq.edu.au/en/persons/alexander-gillett https://researchers.mq.edu.au/en/persons/robert-ross
*
Corresponding author: Wendy C. Higgins; Email: wendy.higgins@mq.edu.au

Abstract

We argue that proxy failure contributes to poor measurement practices in psychological science and that a tradeoff exists between the legibility and fidelity of proxies whereby increasing legibility can result in decreased fidelity.

Type
Open Peer Commentary
Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press

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References

Alexandrova, A., & Haybron, D. M. (2016). Is construct validation valid? Philosophy of Science, 83(5), 10981109. https://doi.org/10.1086/687941CrossRefGoogle Scholar
Alexandrova, A., & Singh, R. (2022). When well-being becomes a number. In Newfield, C., Alexandrova, A., & John, S. (Eds.), Limits of the numerical: The abuses and uses of quantification (pp. 181199). University of Chicago Press.Google Scholar
American Educational Research Association, American Psychological Association, & National Council on Measurement in Education (Eds.). (2014). Standards for educational and psychological testing. American Educational Research Association.Google Scholar
Appelbaum, M., Cooper, H., Kline, R. B., Mayo-Wilson, E., Nezu, A. M., & Rao, S. M. (2018). Journal article reporting standards for quantitative research in psychology: The APA Publications and Communications Board task force report. American Psychologist, 73(1), 325. https://doi.org/10.1037/amp0000191CrossRefGoogle ScholarPubMed
Baron-Cohen, S., Wheelwright, S., Hill, J., Raste, Y., & Plumb, I. (2001). The “Reading the Mind in the Eyes” test revised version: A study with normal adults, and adults with Asperger syndrome or high-functioning autism. Journal of Child Psychology and Psychiatry, 42(2), 241251. https://doi.org/10.1017/S0021963001006643CrossRefGoogle ScholarPubMed
Bringmann, L. F., Elmer, T., & Eronen, M. I. (2022). Back to basics: The importance of conceptual clarification in psychological science. Current Directions in Psychological Science: A Journal of the American Psychological Society, 31(4), 340346. https://doi.org/10.1177/09637214221096485CrossRefGoogle Scholar
Clark, L. A., & Watson, D. (2019). Constructing validity: New developments in creating objective measuring instruments. Psychological Assessment, 31(12), 14121427. https://doi.org/10.1037/pas0000626CrossRefGoogle ScholarPubMed
Dordevic, J., Zivanovic, M., Pavlovic, A., Mihajlovic, G., Karlicic, I. S., & Pavlovic, D. (2017). Psychometric evaluation and validation of the Serbian version of “Reading the Mind in the Eyes” test. Psihologija, 50(4), 483502. https://doi.org/10.2298/PSI170504010DGoogle Scholar
Eronen, M. I., & Bringmann, L. F. (2021). The theory crisis in psychology: How to move forward. Perspectives on Psychological Science, 16(4), 779788. https://doi.org/10.1177/1745691620970586CrossRefGoogle ScholarPubMed
Feest, U. (2020). Construct validity in psychological tests – The case of implicit social cognition. European Journal for Philosophy of Science, 10(1), 4. https://doi.org/10.1007/s13194-019-0270-8CrossRefGoogle Scholar
Flake, J. K., & Fried, E. I. (2020). Measurement schmeasurement: Questionable measurement practices and how to avoid them. Advances in Methods and Practices in Psychological Science, 3(4), 456465. https://doi.org/10.1177/2515245920952393CrossRefGoogle Scholar
Flake, J. K., Pek, J., & Hehman, E. (2017). Construct validation in social and personality research: Current practice and recommendations. Social Psychological & Personality Science, 8(4), 370378. https://doi.org/10.1177/1948550617693063CrossRefGoogle Scholar
Fried, E. I., Flake, J. K., & Robinaugh, D. J. (2022). Revisiting the theoretical and methodological foundations of depression measurement. Nature Reviews Psychology, 1(6), 358368. https://doi.org/10.1038/s44159-022-00050-2CrossRefGoogle ScholarPubMed
Higgins, W. C., Ross, R. M., Langdon, R., & Polito, V. (2023a). The “Reading the Mind in the Eyes” test shows poor psychometric properties in a large, demographically representative U.S. sample. Assessment, 30(6), 17771789. https://doi.org/10.1177/10731911221124342CrossRefGoogle Scholar
Higgins, W. C., Ross, R. M., Polito, V., & Kaplan, D. M. (2023b). Three threats to the validity of the Reading the Mind in the Eyes Test: A commentary on Pavlova and Sokolov (2022). Neuroscience and Biobehavioral Reviews, 147, 105088. https://doi.org/10.1016/j.neubiorev.2023.105088CrossRefGoogle Scholar
Hussey, I., & Hughes, S. (2020). Hidden invalidity among 15 commonly used measures in social and personality psychology. Advances in Methods and Practices in Psychological Science, 3(2), 166184. https://doi.org/10.1177/2515245919882903CrossRefGoogle Scholar
Kittel, A. F. D., Olderbak, S., & Wilhelm, O. (2022). Sty in the mind's eye: A meta-analytic investigation of the nomological network and internal consistency of the “Reading the Mind in the Eyes” test. Assessment, 29(5), 872895. https://doi.org/10.1177/1073191121996469CrossRefGoogle Scholar
Muller, J. Z. (2018). The tyranny of metrics. Princeton University Press.Google Scholar
Olderbak, S., Wilhelm, O., Olaru, G., Geiger, M., Brenneman, M. W., & Roberts, R. D. (2015). A psychometric analysis of the reading the mind in the eyes test: Toward a brief form for research and applied settings. Frontiers in Psychology, 6, 1503. https://doi.org/10.3389/fpsyg.2015.01503CrossRefGoogle Scholar
Pavlova, M. A., & Sokolov, A. A. (2022). Reading language of the eyes. Neuroscience and Biobehavioral Reviews, 140, 104755104755. https://doi.org/10.1016/j.neubiorev.2022.104755CrossRefGoogle ScholarPubMed
Redondo, I., & Herrero-Fernández, D. (2018). Validation of the Reading the Mind in the Eyes Test in a healthy Spanish sample and women with anorexia nervosa. Cognitive Neuropsychiatry, 23(4), 201217. https://doi.org/10.1080/13546805.2018.1461618CrossRefGoogle Scholar
Shaw, M., Cloos, L. J. R., Luong, R., Elbaz, S., & Flake, J. K. (2020). Measurement practices in large-scale replications: Insights from many labs 2. Canadian Psychology=Psychologie Canadienne, 61(4), 289298. https://doi.org/10.1037/cap0000220CrossRefGoogle Scholar
Slaney, K. (2017). Validating psychological constructs historical, philosophical, and practical dimensions. Palgrave Macmillan.Google Scholar
Topić, M. K., & Kovačević, M. P. (2019). Croatian adaptation of the revised Reading the Mind in the Eyes Test (RMET). Psihologijske Teme, 28(2), 377395. https://doi.org/10.31820/pt.28.2.8CrossRefGoogle Scholar
Van Staden, J. G., & Callaghan, C. W. (2021). An evaluation of the reading the mind in the eyes test's psychometric properties and scores in South Africa-cultural implications. Psychological Research, 86(7), 22892300. https://doi.org/10.1007/s00426-021-01539-wCrossRefGoogle ScholarPubMed