PreprintCited by 14Death Anxiety and Social ExclusionMeta-analysis and systematic reviewsPsychology Research and Bibliometrics

Managing the terror of publication bias: A comprehensive p-curve analysis of the Terror Management Theory literature

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Chen, Lihan, Benjamin, Rachele, Lai, Addison, Heine, Steven·2022

Abstract

A key prediction of Terror Management Theory is that people affirm their cultural worldview after they are reminded of death. This mortality salience (MS) hypothesis has been widely explored, yet the presence of questionable research practices may impact the replicability of this literature. We assess the evidential value of the MS hypothesis by conducting a pre-registered p-curve analysis of 860 published studies. Our results suggest that there are nonzero effects in this literature and that power is larger for studies conducted with multiple delays between the independent and dependent variables, for studies that test for main effects in comparison to those that test for interactions, and for studies conducted more recently. However, since the estimated average power of MS studies is 26%, direct replications are unlikely to succeed. We recommend researchers consider our evidence when planning their samples, and that they anticipate smaller effects by increasing their sample sizes.

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  1. Bartoš, F., & Schimmack, U. (2021). Z-curve.2.0: Estimating the replication and discovery rates. Meta-Psychology, in press.
  2. Baumeister, R. F., & Leary, M. R. (1995). The need to belong: desire for interpersonal attachments as a fundamental human motivation. Psychological bulletin, 117(3), 497.
  3. Becker, E. (1973). The denial of death. New York: Free Press.
  4. Burke, B. L., Kosloff, S., & Landau, M. J. (2013). Death goes to the polls: A meta-analysis of mortality salience effects on political attitudes. Political Psychology, 34(2), 183-200. doi: 10.1111/pops.12005 · DOI · Paper page
  5. Burris, C. T., & Rempel, J. K. (2004). "It's the end of the world as we know it": threat and the spatial-symbolic self. Journal of personality and social psychology, 86(1), 19.
  6. Chopik, W. J. (2017). Death across the lifespan: Age differences in death-related thoughts and anxiety. Death studies, 41(2), 69-77.
  7. Cicirelli, V. G. (2001). Personal meanings of death in older adults and young adults in relation to their fears of death. Death studies, 25(8), 663-683.
  8. Cicirelli, V. G. (2002). Fear of death in older adults: Predictions from terror management theory. The Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 57(4), P358-P366.
  9. Dunn, L., White, K., & Dahl, D. W. (2020). A little piece of me: When mortality reminders lead to giving to others. Journal of Consumer Research, 47(3), 431-453.
  10. Dunne, S., Gallagher, P., & Matthews, A. (2015). Existential threat or dissociative response? Examining defensive avoidance of point-of-care testing devices through a Terror Management Theory framework. Death Studies, 39(1), 30-38. doi: 10.1080/07481187.2014.885469 · DOI
  11. Fergus, T. A., & Valentiner, D. P. (2012). Terror management theory and scrupulosity: An experimental investigation. Journal of Obsessive-Compulsive and Related Disorders, 1(2), 104-111. doi: 10.1016/j.jocrd.2012.01.003 · DOI
  12. Fortner, V., & Neimeyer, R. B. (1999). Death anxiety in older adults: A quantitative review. Death studies, 23(5), 387-411.
  13. Greenberg, J., & Helm, P. J. (2019). Terror Management Theory and its implications for older adults. Encyclopedia of Gerontology and Population Aging (Lifton 1979), 1-5. doi: 10.1007/978-3-319-69892-2_115-1 · DOI
  14. Greenberg, J., Pyszczynski, T., Solomon, S., Simon, L., & Breus, M. (1994). Role of consciousness and accessibility of death-related thoughts in mortality salience effects. Journal of Personality and Social Psychology, 67(4), 627-637. Doi: 10.1037/0022- 3514.67.4.627 · DOI · Paper page
  15. Hayes, J., & Schimel, J. (2018). Unintended effects of measuring implicit processes: The case of death-thought accessibility in mortality salience studies. Journal of Experimental Social Psychology, 74(November 2017), 257-269. doi: 10.1016/j.jesp.2017.10.005 · DOI · Paper page
  16. Heine, S. J., Harihara, M., & Niiya, Y. (2002). Terror Management in Japan. Asian Journal of Social Psychology, 5(3), 187-196.
  17. Heine, S. J., Lehman, D. R., Markus, H. R., & Kitayama, S. (1999). Is there a universal need for positive self-regard? Psychological review, 106(4), 766.
  18. Holbrook, C., Sousa, P., & Hahn-Holbrook, J. (2011). Unconscious vigilance: Worldview defense without adaptations for terror, coalition, or uncertainty management. Journal of personality and social psychology,101(3), 451.
  19. Ioannidis, J. P. A. (2005). Why most published research findings are false. PLOS Medicine, 2(8), null. doi: 10.1371/journal.pmed.0020124 · DOI · Paper page
  20. John, L. K., Loewenstein, G., & Prelec, D. (2012). Measuring the prevalence of questionable research practices with incentives for truth telling. Psychological science, 23(5), 524- 532.
  21. Jonas, E., McGregor, I., Klackl, J., Agroskin, D., Fritsche, I., Holbrook, C., ... Quirin, M. (2014). Threat and defense: From anxiety to approach. In Advances in experimental social psychology (Vol. 49, pp. 219-286). Elsevier.
  22. Kerr, N. L. (1998). Harking: Hypothesizing after the results are known. Personality and Social Psychology Review, 2(3), 196-217. (PMID: 15647155) doi: 10.1207/s15327957pspr0203\_4 · DOI
  23. Kirkpatrick, L. A., & Navarrete, C. D. (2006). Reports of My Death Anxiety Have Been Greatly Exaggerated: A Critique of Terror Management Theory from an Evolutionary Perspective. Psychological Inquiry, 17(4), 288-298. doi: 10.1080/10478400701366969 · DOI · Paper page
  24. Klein, R. A., Cook, C. L., Ebersole, C. R., Vitiello, C. A., Nosek, B. A., Chartier, C. R., ... et al. (2019, Dec). Many labs 4: Failure to replicate mortality salience effect with and without original author involvement. PsyArXiv. doi: 10.31234/osf.io/vef2c · DOI
  25. Leary, M. R., & Schreindorfer, L. S. (1997). Unresolved issues with terror management theory. Psychological Inquiry, 8(1), 26-29.
  26. Leary, M. R., Tambor, E. S., Terdal, S. K., & Downs, D. L. (1995). Self-esteem as an interpersonal monitor: The sociometer hypothesis. Journal of personality and social psychology, 68(3), 518.
  27. Markus, H. R., & Kitayama, S. (1991). Culture and the self: Implications for cognition, emotion, and motivation. Psychological review, 98(2), 224.
  28. Martin, L. L., & van den Bos, K. (2014). Beyond terror: Towards a paradigm shift in the study of threat and culture. European Review of Social Psychology, 25(1), 32-70. doi: 10.1080/10463283.2014.923144 · DOI · Paper page
  29. Maxfield, M., Greenberg, J., Pyszczynski, T., Weise, D., Kosloff, S., Soenke, M., ... Blatter, J. (2014). Increases in generative concern among older adults following reminders of mortality. International Journal of Aging and Human Development, 79(1), 1-21. doi: 10.2190/AG.79.1.a Maxfield, M., Pyszczynski, T., Greenberg, J., Pepin, R., & Davis, H. P. (2012). The moderating role of executive functioning in older adults' responses to a reminder of mortality. Psychology and Aging, 27(1), 256-263. doi: 10.1037/a0023902 · DOI
  30. McShane, B. B., Böckenholt, U., & Hansen, K. T. (2016). Adjusting for publication bias in meta-analysis: An evaluation of selection methods and some cautionary notes. Perspectives on Psychological Science, 11(5), 730-749.
  31. Munafò, M. R., Nosek, B. A., Bishop, D. V., Button, K. S., Chambers, C. D., Du Sert, N. P., ... Ioannidis, J. P. (2017). A manifesto for reproducible science. Nature human behaviour, 1(1), 1-9.
  32. Nagar, M., & Rabinovitz, S. (2015). Smoke your troubles away: Exploring the effects of death cognitions on cannabis craving and consumption. Journal of Psychoactive Drugs, 47(2), 91-99. doi: 10.1080/02791072.2015.1029654 · DOI
  33. Nosek, B. A., Alter, G., Banks, G. C., Borsboom, D., Bowman, S. D., Breckler, S. J., ... Yarkoni, T. (2015). Promoting an open research culture: Author guidelines for journals could help to promote transparency, openness, and reproducibility. Science, 348(6242), 1422-1425. (Place: US Publisher: American Assn for the Advancement of Science) doi: 10.1126/science.aab2374 · DOI · Paper page
  34. Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002). Rethinking individualism and collectivism: evaluation of theoretical assumptions and meta-analyses. Psychological bulletin, 128(1), 3.
  35. Park, Y. C., & Choi. (2002). Does imaging one's own death make an individual a good citizen? Korean Journal of Social and Personality Psychology, 16(1), 14.
  36. Park, Y. C., & Pyszczynski, T. (2016). Cultural universals and differences in dealing with death. In Denying death (pp. 193-213). Routledge.
  37. Proulx, T., & Heine, S. J. (2006). Death and black diamonds: Meaning, mortality, and the meaning maintenance model. Psychological Inquiry, 17(4), 309-318. doi: 10.1080/10478400701366985 · DOI
  38. Pyszczynski, T., Solomon, S., & Greenberg, J. (2015). Thirty years of terror management theory: From genesis to revelation. In Advances in experimental social psychology (Vol. 52, pp. 1-70). Elsevier.
  39. Rodríguez-Ferreiro, J., Barberia, I., González-Guerra, J., & Vadillo, M. A. (2019). Are we truly special and unique? A replication of Goldenberg et al.(2001). Royal Society open science, 6(11), 191114.
  40. Rosenblatt, A., Greenberg, J., Solomon, S., Pyszczynski, T., & Lyon, D. (1989). Evidence for Terror Management Theory: I. The effects of mortality salience on reactions to those who violate or uphold cultural values. Journal of Personality and Social Psychology, 57(4), 681-690. doi: 10.1037/0022-3514.57.4.681 · DOI · Paper page
  41. Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638-641. doi: 10.1037/0033-2909.86.3.638 · DOI · Paper page
  42. Sætrevik, B., & Sjåstad, H. (2019). Failed pre-registered replication of mortality salience effects in traditional and novel measures. Retrieved from https://psyarxiv.com/dkg53/
  43. Schimel, J., Hayes, J., Williams, T., & Jahrig, J. (2007). Is death really the worm at the core? Converging evidence that worldview threat increases death-thought accessibility. Journal of Personality and Social Psychology, 92(5), 789-803. doi: 10.1037/0022- 3514.92.5.789 · DOI · Paper page
  44. Schindler, S., Pfattheicher, S., Reinhard, M. A., & Greenberg, J. (2019). Heroes aren't always so great! Heroic perceptions under mortality salience. Social Influence, 14(3-4), 77-91. Retrieved from https://doi.org/10.1080/15534510.2019.1656668 doi: 10.1080/15534510.2019.1656668 · DOI · Paper page
  45. Schumaker, J. F., Barraclough, R. A., & Vagg, L. M. (1988). Death anxiety in Malaysian and Australian university students. The Journal of social psychology, 128(1), 41-47.
  46. 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), 1359-1366.
  47. Simonsohn, U. (2015). Small telescopes: Detectability and the evaluation of replication results. Psychological science, 26(5), 559-569.
  48. Simonsohn, U., Nelson, L. D., & Simmons, J. P. (2014a). P-curve: A key to the file-drawer. (Vol. 143) (No.
  49. Simonsohn, U., Simmons, J. P., & Nelson, L. D. (2015). Better p-curves: Making p-curve analysis more robust to errors, fraud, and ambitious p-hacking, a reply to Ulrich and Miller (2015). (Vol. 144) (No.
  50. Simonsohn, Uri: Wharton School, University of Pennsylvania, 3730 Walnut Street, 500 Huntsman, Philadelphia, PA, US, 19066, uws@wharton.upenn.ed: American Psychological Association. doi: 10.1037/xge0000104 · DOI · Paper page
  51. Steegen, S., Tuerlinckx, F., Gelman, A., & Vanpaemel, W. (2016). Increasing transparency through a multiverse analysis. Perspectives on Psychological Science, 11(5), 702-712. (PMID: 27694465) doi: 10.1177/1745691616658637 · DOI
  52. Ulrich, R., & Miller, J. (2015). P-hacking by post hoc selection with multiple opportunities: Detectability by skewness test?: Comment on Simonsohn, Nelson, and Simmons (2014). Journal of Experimental Psychology: General, 144(6), 1137-1145. doi: 10.1037/xge0000086 · DOI
  53. Vail, K. E., Arndt, J., Motyl, M., & Pyszczynski, T. (2012). The aftermath of destruction: Images of destroyed buildings increase support for war, dogmatism, and death thought accessibility. Journal of Experimental Social Psychology, 48(5), 1069-1081. doi: 10.1016/j.jesp.2012.05.004 · DOI
  54. Van Den Bos, K. D. (2001). Reactions to perceived fairness: The impact of mortality salience and self-esteem on ratings of negative affect. Social Justice Research, 14(1), 1-23. doi: 10.1023/a:1012501506803 · DOI
  55. Van Aert, R. C., Wicherts, J. M., & van Assen, M. A. (2016). Conducting meta-analyses based on p values: Reservations and recommendations for applying p-uniform and p-curve. Perspectives on Psychological Science, 11(5), 713-729.
  56. Van Assen, M. A., Van Aert, R., & Wicherts, J. M. (2015). Meta-analysis using effect size distributions of only statistically significant studies. Psychological methods, 20(3), 293.
  57. Vohs, K. D., Schmeichel, B. J., Lohmann, S., Gronau, Q. F., Finley, A. J., Ainsworth, S. E., ... Albarracn, D. (2021). A multisite preregistered paradigmatic test of the ego-depletion effect. Psychological Science, 32(10), 1566-1581. Retrieved from https://doi.org/10.1177/0956797621989733 (PMID: 34520296) doi: 10.1177/0956797621989733 · DOI
  58. Wagenmakers, E.-J., Wetzels, R., Borsboom, D., & van der Maas, H. L. J. (2011). Why psychologists must change the way they analyze their data: The case of psi: Comment on Bem (2011). Journal of Personality and Social Psychology, 100(3), 426-432. (Place: US Publisher: American Psychological Association) doi: 10.1037/a0022790 · DOI · Paper page
  59. Yen, C.-L., & Cheng, C.-P. (2010). Terror management among Taiwanese: Worldview defence or resigning to fate? Asian Journal of Social Psychology, 13(3), 185-194. doi: 10.1111/j.1467-839X.2010.01328.x · DOI · Paper page

Cited by

Sorted by citations

Authors
Chen, L., Benjamin, R., Lai, A., & Heine, S.
Affiliations
University of British Columbia (CA)
Published
2022-01-03
OpenAlex
W4206173291
Cited by
14
References
22
Citations by year
2026: 1 · 2025: 2 · 2024: 2 · 2023: 4 · 2022: 4 · 2021: 1
Type
posted content
Language
en
Open access
Locations
PsyArXiv (OSF Preprints) (submittedVersion)
Topics
  • Social Sciences › Psychology › Social Psychology › Death Anxiety and Social Exclusion
  • Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
Keywords
terror management theory, mortality salience, worldview defense, questionable research practices, publication bias, p-curve analysis, statistical power, replication, sample size determination, pre-registered analysis

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