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Articles

Development and Initial Validation of Two Brief Measures of Left-Wing Authoritarianism: A Machine Learning Approach

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Pages 187-202 | Received 17 Jun 2021, Accepted 16 May 2022, Published online: 29 Jun 2022

References

  • Altemeyer, B. (2002). Dogmatic behavior among students: Testing a new measure of dogmatism. The Journal of Social Psychology, 142(6), 713–721. https://doi.org/10.1080/00224540209603931
  • Arceneaux, K., Gravelle, T. B., Osmundsen, M., Petersen, M. B., Reifler, J., & Scotto, T. J. (2021). Some people just want to watch the world burn: The prevalence, psychology and politics of the ‘Need for Chaos’. Philosophical Transactions of the Royal Society B: Biological Sciences, 376(1822), 20200147. https://doi.org/10.1098/rstb.2020.0147
  • Bartusevicius, H., van Leeuwen, F., & Petersen, M. B. (2020). Dominance-driven autocratic political orientations predict political violence in western, educated, industrialized, rich, and democratic (weird) and non-weird samples. Psychological Science, 31(12), 1511–1530. https://doi.org/10.1177/0956797620922476
  • Basarkod, G., Sahdra, B., & Ciarrochi, J. (2018). Body Image–Acceptance and Action Questionnaire–5: An abbreviation using genetic algorithms. Behavior Therapy, 49(3), 388–402.
  • Bergh, R., & Brandt, M. J. (2020). Mapping principal dimensions of prejudice in the United States. Journal of Personality and Social Psychology, 123(1), 154–173. https://doi.org/10.1037/pspi0000360
  • Bizumic, B., & Duckitt, J. (2018). Investigating right wing authoritarianism with a very short authoritarianism scale. Journal of Social and Political Psychology, 6(1), 129–150. https://doi.org/10.5964/jspp.v6i1.835
  • Cai, L., & Hansen, M. (2013). Limited‐information goodness‐of‐fit testing of hierarchical item factor models. The British Journal of Mathematical and Statistical Psychology, 66(2), 245–276.
  • Chalmers, R. P. (2012). mirt: A multidimensional item response theory package for the R environment. Journal of Statistical Software, 48(6), 1–29. https://doi.org/10.18637/jss.v048.i06
  • Conway, L. G., III, Houck, S. C., Gornick, L. J., & Repke, M. A. (2018). Finding the Loch Ness monster: Left‐wing authoritarianism in the United States. Political Psychology, 39(5), 1049–1067. https://doi.org/10.1111/pops.12470
  • Conway, L. G., III, Zubrod, A., Chan, L., McFarland, J., & Van de Vliert, E. (2020). Is the myth of left-wing authoritarianism itself a myth? Preprint. https://psyarxiv.com/frcks/.
  • Costello, T. H., & Bowes, S. M. (2022). Absolute certainty and political ideology: A systematic test of curvilinearity. Social Psychological and Personality Science, 194855062110704. https://doi.org/10.1177/19485506211070410
  • Costello, T. H., Bowes, S. M., Stevens, S. T., Waldman, I. D., Tasimi, A., & Lilienfeld, S. O. (2022). Clarifying the structure and nature of left-wing authoritarianism. Journal of Personality and Social Psychology, 122(1), 135–170.
  • Cronbach, L. J. (1955). Processes affecting scores on understanding of others and assumed similarity. Psychological Bulletin, 52(3), 177–193. https://doi.org/10.1037/h0044919
  • Cronbach, L. J., & Meehl, P. E. (1955). Construct validity in psychological tests. Psychological Bulletin, 52(4), 281–302.
  • Duckitt, J. (2022). Authoritarianism: Conceptualization, research, and new developments. In G. G. Sibley & D. Osborne (Eds.), The Cambridge handbook of political psychology. Cambridge University Press.
  • Eisenbarth, H., Lilienfeld, S. O., & Yarkoni, T. (2015). Using a genetic algorithm to abbreviate the Psychopathic Personality Inventory-Revised (PPI-R). Psychological Assessment, 27(1), 194–202. https://doi.org/10.1037/pas0000032
  • Dunwoody, P. T., & Plane, D. L. (2019). The influence of authoritarianism and outgroup threat on political affiliations and support for antidemocratic policies. Peace and Conflict: Journal of Peace Psychology, 25(3), 198–210. https://doi.org/10.1037/pac0000397
  • Emons, W. H. M., Sijtsma, K., & Meijer, R. R. (2007). On the consistency of individual classification using short scales. Psychological Methods, 12(1), 105–120.
  • Fasce, A., & Avendaño, D. (2021). Civil liberties at the crossroads: Libertarian and illiberal attitudes among politically charged online groups. Preprint. https://psyarxiv.com/7kb5v/.
  • Feldman, S. (2003). Enforcing social conformity: A theory of authoritarianism. Political Psychology, 24(1), 41–74. https://doi.org/10.1111/0162-895X.00316
  • Greene, A. L., Watts, A. L., Forbes, M. K., Kotov, R., Krueger, R. F., & Eaton, N. R. (2022). Misbegotten methodologies and forgotten lessons from Tom Swift’s electric factor analysis machine: A demonstration with competing structural models of psychopathology. Psychological Methods. https://doi.org/10.1037/met0000465
  • Hartman, T. K., Stocks, T. V., McKay, R., Gibson-Miller, J., Levita, L., Martinez, A. P., Mason, L., McBride, O., Murphy, J., Shevlin, M., Bennett, K., Hyland, P., Karatzias, T., Vallières, F., & Bentall, R. P. (2020). The authoritarian dynamic during the COVID-19 pandemic: Effects on nationalism and anti-immigrant sentiment. Social Psychological and Personality Science, 12, 1274–1285.
  • Holland, J. H. (1975). Adaptation in natural and artificial systems. University of Michigan Press.
  • Kalmoe, N., & Mason, L. (2018). Lethal mass partisanship: Prevalence, correlates, and electoral contingencies. Paper presented at the 2018 American Political Science Association’s Annual Meeting, Boston, MA, Aug. 30 Sept. 2.
  • Kempthorne, J. C., & Terrizzi, J. A. Jr. (2021). The behavioral immune system and conservatism as predictors of disease-avoidant attitudes during the COVID-19 pandemic. Personality and Individual Differences, 178, 110857.
  • Kruglanski, A. W., Gelfand, M. J., Bélanger, J. J., Sheveland, A., Hetiarachchi, M., & Gunaratna, R. (2014). The psychology of radicalization and deradicalization: How significance quest impacts violent extremism. Political Psychology, 35, 69–93. https://doi.org/10.1111/pops.12163
  • Kruglanski, A. W., Jasko, K., Chernikova, M., Dugas, M., & Webber, D. (2017). To the fringe and back: Violent extremism and the psychology of deviance. American Psychologist, 72(3), 217–230. https://doi.org/10.1037/amp0000091
  • Krumrei-Mancuso, E. J., & Rouse, S. V. (2016). The development and validation of the comprehensive intellectual humility scale. Journal of Personality Assessment, 98(2), 209–221.
  • Kruyen, P. M., Emons, W. H., & Sijtsma, K. (2012). Test length and decision quality in personnel selection: When is short too short? International Journal of Testing, 12(4), 321–344. https://doi.org/10.1080/15305058.2011.643517
  • Leary, M. R., Diebels, K. J., Davisson, E. K., Jongman-Sereno, K. P., Isherwood, J. C., Raimi, K. T., Deffler, S. A., & Hoyle, R. H. (2017). Cognitive and interpersonal features of intellectual humility. Personality & Social Psychology Bulletin, 43(6), 793–813.
  • Loevinger, J. (1957). Objective tests as instruments of psychological theory. Psychological Reports, 3(3), 635–694. https://doi.org/10.2466/pr0.1957.3.3.635
  • Mahfud, Y., & Adam-Troian, J. (2021). “Macron demission!”: Loss of significance generates violent extremism for the Yellow Vests through feelings of anomia. Group Processes & Intergroup Relations, 24(1), 108–124. https://doi.org/10.1177/1368430219880954
  • Manson, J. H. (2020). Right-wing Authoritarianism, Left-wing Authoritarianism, and pandemic-mitigation authoritarianism. Personality and Individual Differences, 167, 110251. https://doi.org/10.1016/j.paid.2020.110251
  • Marsh, H. W., Huppert, F. A., Donald, J. N., Horwood, M. S., & Sahdra, B. K. (2020). The well-being profile (WB-Pro): Creating a theoretically based multidimensional measure of well-being to advance theory, research, policy, and practice. Psychological Assessment, 32(3), 294–313. https://doi.org/10.1037/pas0000787
  • Marcus, D., & Zeigler-Hill, V. (2015). A big tent of dark personality traits. Social and Personality Psychology Compass, 9(8), 434–446.
  • Mitchell, R. J., Chambers, B., & Anderson, A. P. (1996). Array pattern synthesis in the complex plane optimised by a genetic algorithm. Electronics Letters, 32(20), 1843–1845. https://doi.org/10.1049/el:19961255
  • Noetel, M., Ciarrochi, J., Sahdra, B., & Lonsdale, C. (2019). Using genetic algorithms to abbreviate the mindfulness inventory for sport: A substantive-methodological synthesis. Psychology of Sport and Exercise, 45, 101545. https://doi.org/10.1016/j.psychsport.2019.101545
  • Osborne, D., Costello, T. H., Sibley, C., & Duckitt, J. (2022). The authoritarian renaissance (under review).
  • Patrick, C. J., Iacono, W. G., & Venables, N. C. (2019). Incorporating neurophysiological measures into clinical assessments: Fundamental challenges and a strategy for addressing them. Psychological Assessment, 31(12), 1512–1529. https://doi.org/10.1037/pas0000713
  • Petersen, M. B., Osmundsen, M., Arceneaux, K. (2020). The “Need for Chaos” and motivations to share hostile political rumors. Preprint. https://psyarxiv.com/6m4ts.
  • R Core Team. (2017). R: A language and environment for statistical computing. https://www.R-project.org/.
  • Roets, A., & Van Hiel, A. (2011). Item selection and validation of a brief, 15-item version of the Need for Closure Scale. Personality and Individual Differences, 50(1), 90–94. https://doi.org/10.1016/j.paid.2010.09.004
  • Rokeach, M. (1960). The open and closed mind: Investigations into the nature of belief systems and personality systems. Basic Books.
  • Sahdra, B. K., Ciarrochi, J., Parker, P., & Scrucca, L. (2016). Using genetic algorithms in a large nationally representative American sample to abbreviate the Multidimensional Experiential Avoidance Questionnaire. Frontiers in Psychology, 7, 189. https://doi.org/10.3389/fpsyg.2016.00189
  • Samejima, F. (1969). Estimation of latent ability using a response pattern of graded scores. Psychometrika Monograph Psychometrika, 34(S1), 1–97. https://doi.org/10.1007/BF03372160
  • Sandy, C. J., Gosling, S. D., & Koelkebeck, T. (2014). Psychometric comparison of automated versus rational methods of scale abbreviation: An illustration using a brief measure of values. Journal of Individual Differences, 35(4), 221–235. https://doi.org/10.1027/1614-0001/a000144
  • Scrucca, L. (2013). GA: A package for genetic algorithms in R. Journal of Statistical Software, 53(4), 1–37. https://doi.org/10.18637/jss.v053.i04
  • Scrucca, L., & Sahdra, B. (2015). GAabbreviate: Abbreviating Questionnaires (or other measures) using genetic algorithms (version 1.0): R package.
  • Sibley, C. G., & Duckitt, J. (2008). Personality and prejudice: A meta-analysis and theoretical review. Personality and Social Psychology Review, 12(3), 248–279.
  • Stenner, K. (2005). The authoritarian dynamic. Cambridge University Press.
  • Stenner, K. (2009). Three kinds of “conservatism”. Psychological Inquiry, 20(2–3), 142–159. https://doi.org/10.1080/10478400903028615
  • Tellegen, A., & Waller, N. G. (2008). Exploring personality through test construction: Development of the Multidimensional Personality Questionnaire. In G. J. Boyle, G. Mathews & D. H. Saklofske (Eds.), Handbook of personality theory and testing: Vol. II. Personality measurement and testing. Sage.
  • Teymoori, A., Jetten, J., Bastian, B., Ariyanto, A., Autin, F., Ayub, N., Badea, C., Besta, T., Butera, F., Costa-Lopes, R., Cui, L., Fantini, C., Finchilescu, G., Gaertner, L., Gollwitzer, M., Gómez, Á., González, R., Hong, Y. Y., Jensen, D. H., … Wohl, M. (2016). Revisiting the measurement of anomie. PLoS One, 11(7), e0158370.
  • Thissen, D. (2000). Reliability and measurement precision. In H. Wainer (Ed.), Computerized adaptive testing: A primer (pp. 159–184). Lawrence Erlbaum Associates Publishers.
  • Webber, D., Babush, M., Schori-Eyal, N., Vazeou-Nieuwenhuis, A., Hettiarachchi, M., Bélanger, J. J., Moyano, M., Trujillo, H. M., Gunaratna, R., Kruglanski, A. W., & Gelfand, M. J. (2018). The road to extremism: Field and experimental evidence that significance loss-induced need for closure fosters radicalization. Journal of Personality and Social Psychology, 114(2), 270–285.
  • Westen, D., & Rosenthal, R. (2003). Quantifying construct validity: Two simple measures. Journal of Personality and Social Psychology, 84(3), 608–618.
  • Whitley, D. (1994). A genetic algorithm tutorial. Statistics and Computing, 4(2), 65–85. https://doi.org/10.1007/BF00175354
  • Yarkoni, T. (2010). The abbreviation of personality, or how to measure 200 personality scales with 200 items. Journal of Research in Personality, 44(2), 180–198. https://doi.org/10.1016/j.jrp.2010.01.002
  • Ziegler, M., Kemper, C. J., & Kruyen, P. (2014). Short scales–Five misunderstandings and ways to overcome them. Journal of Individual Differences, 35(4), 185–189. https://doi.org/10.1027/1614-0001/a000148

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