Abstract
Aggression is a type of negative social behavior. Agreeableness and anger-related cognition are thought to be important factors that affect aggression. The longitudinal relations among agreeableness, anger-related cognition and aggression, and the affective cognitive path underlying the relationship between agreeableness and aggression are not clear, however. In this study, 942 college students were investigated twice at an interval of six months, using the Buss-Perry Aggression Questionnaire, Anger Rumination Scale, and agreeableness subscale of the NEO Five-Factor Inventory. The results indicate that: agreeableness negatively predicts anger rumination and aggression after six months; anger rumination positively predicts aggression over time; and anger rumination mediates the longitudinal association between agreeableness and aggression. These results suggest that the prosocial personality may withstand aggression through resisting anger-related cognition. This study deepens our understanding of the relationships between personality and aggression, allowing a development of the General Aggression Model, in terms of recognizing the cognitive pathway for personality to influence aggression, and provides theoretical guidance on reducing the generation of aggression in daily life.
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Data Availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Anderson, C. A., & Bushman, B. J. (2002). Human aggression. Annual Review of Psychology, 53, 27–51. https://doi.org/10.1146/annurev.psych.53.100901.135231.
Asendorpf, J. B., & Van Aken, M. A. G. (2003). Validity of big five personality judgments in childhood: A 9 year longitudinal study. European Journal of Personality, 17(1), 1–17. https://doi.org/10.1002/per.460.
Berry, J. W., Worthington, E. L., Parrott Iii, L., O’Connor, L. E., & Wade, N. G. (2001). Dispositional forgivingness: Development and construct validity of the transgression narrative test of forgivingness. Personality and Social Psychology Bulletin, 27(10), 1277–1290. https://doi.org/10.1177/01461672012710004.
Berry, J. W., Worthington, E. L., O’connor, L. E., Parrott, L., & Wade, N. G. (2005). Forgivingness, vengeful rumination, and affective traits. Journal of Personality, 73(1), 183–226. https://doi.org/10.1111/j.1467-6494.2004.00308.x.
Bettencourt, B. A., Talley, A., Benjamin, A. J., & Valentine, J. (2006). Personality and aggressive behavior under provoking and neutral conditions: A meta-analytic review. Psychological Bulletin, 132(5), 751–777. https://doi.org/10.1037/0033-2909.132.5.751\.
Blecharz, J., Luszczynska, A., Tenenbaum, G., Scholz, U., & Cieslak, R. (2014). Self-efficacy moderates but collective efficacy mediates between motivational climate and athletes’ well-being. Applied Psychology: Health and Well-Being, 6(3), 280–299. https://doi.org/10.1111/aphw.12028.
Burkholder, G. J., & Harlow, L. L. (2003). An illustration of a longitudinal cross-lagged design for larger structural equation models. Structural Equation Modeling: A Multidisciplinary Journal, 10(3), 465–486. https://doi.org/10.1207/S15328007SEM1003_8.
Bushman, B. J. (2002). Does venting anger feed or extinguish the flame? Catharsis, rumination, distraction, anger, and aggressive responding. Personality and Social Psychology Bulletin, 28(6), 724–731. https://doi.org/10.1177/0146167202289002.
Bushman, B. J., Bonacci, A. M., Pedersen, W. C., Vasquez, E. A., & Miller, N. (2005). Chewing on it can chew you up: Effects of rumination on triggered displaced aggression. Journal of Personality and Social Psychology, 88(6), 969–983. https://doi.org/10.1037/0022-3514.88.6.969.
Buss, A. H., & Perry, M. (1992). The aggression questionnaire. Journal of Personality and Social Psychology, 63(3), 452–459. https://doi.org/10.1037/0022-3514.63.3.452.
Caprara, G. V., Barbaranelli, C., & Zimbardo, P. G. (1996). Understanding the complexity of human aggression: Affective, cognitive, and social dimensions of individual differences in propensity towards aggression. European Journal of Personality, 10(2), 133–155. https://doi.org/10.1002/(SICI)1099-0984(199606)10:2<133::AIDPER252>3.0.CO;2-E.
Caprara, G. V., Alessandri, G., Tisak, M. S., Paciello, M., Caprara, M. G., Gerbino, M., et al. (2013). Individual differences in personality conducive to engagement in aggression and violence. European Journal of Personality, 27(3), 290–303. https://doi.org/10.1002/per.1855.
Caprara, G. V., Gerbino, M., Perinelli, E., Alessandri, G., Lenti, C., Walder, M., Preda, C. E., Brunati, E., Marchesini, G., Tiberti, A., Balottin, U., Nonini, L., de Girolamo, G., Meraviglia, C., Gianatti, D., Libera, L., Martinelli, O., Steca, P., Monzani, D., Molteni, M., & Nobile, M. (2017). Individual differences in personality associated with aggressive behavior among adolescents referred for externalizing behavior problems. Journal of Psychopathology and Behavioral Assessment, 39(4), 680–692. https://doi.org/10.1007/s10862-017-9608-8.
Carver, C. S., & Connor-Smith, J. (2010). Personality and coping. Annual Review of Psychology, 61(1), 679–704. https://doi.org/10.1146/annurev.psych.093008.10.
Coskun, A. (2016). Interpersonal problem solving, self-compassion and personality traits in university students. Educational Research and Reviews, 11(7), 474–481. https://doi.org/10.5897/ERR2015.2605.
Costa, P. T., & McCrae, R. R. (1992). NEO PI-R: The revised NEO Personality Inventory. Odessa: Psychological Assessment Resources.
Costa, P. T., McCrae, R. R., & Dye, D. A. (1991). Facet scales for agreeableness and conscientiousness: A revision of the NEO personality inventory. Personality and Individual Differences, 12(9), 887–898. https://doi.org/10.1016/0191-8869(91)90177-D.
Costa, P. T., Terracciano, A., & McCrae, R. R. (2001). Gender differences in personality traits across cultures: Robust and surprising findings. Journal of Personality and Social Psychology, 81(2), 322–331. https://doi.org/10.1037//0022-3514.81.2.322.
Denson, T. F. (2012). The multiple systems model of angry rumination. Personality and Social Psychology Review, 17(2), 103–123. https://doi.org/10.1177/1088868312467086.
Denson, T. F., Pedersen, W. C., Friese, M., Hahm, A., & Roberts, L. (2010). Understanding impulsive aggression: Angry rumination and reduced self-control capacity are mechanisms underlying the provocation–aggression relationship. Personality and Social Psychology Bulletin, 37(6), 850–862. https://doi.org/10.1177/0146167209355127.
Denson, T. F., DeWall, C. N., & Finkel, E. J. (2012). Self-control and aggression. Current Directions in Psychological Science, 21(1), 20–25. https://doi.org/10.1177/0963721411429451.
DeWall, C. N., Anderson, C. A., & Bushman, B. J. (2011). The general aggression model: Theoretical extensions to violence. Psychology of Violence, 1(3), 245–258. https://doi.org/10.1037/a0023842.
Dodge, K. A., & Somberg, D. R. (1987). Hostile attributional biases among aggressive boys are exacerbated under conditions of threats to the self. Child Development, 58(1), 213–224. https://doi.org/10.2307/1130303.
Donnellan, M. B., Trzesniewski, K. H., Robins, R. W., Moffitt, T. E., & Caspi, A. (2005). Low self-esteem is related to aggression, antisocial behavior, and delinquency. Psychological Science, 16(4), 328–335. https://doi.org/10.1111/j.0956-7976.2005.01535.x.
Egan, V., & Lewis, M. (2011). Neuroticism and agreeableness differentiate emotional and narcissistic expressions of aggression. Personality and Individual Differences, 50(6), 845–850. https://doi.org/10.1016/j.paid.2011.01.007.
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39, 175–191. https://doi.org/10.3758/bf03193146.
Foster, E. M., & Jones, D. E. (2005). The high costs of aggression: Public expenditures resulting from conduct disorder. American Journal of Public Health, 95(10), 1767–1772. https://doi.org/10.2105/AJPH.2004.061424.
García-Sancho, E., Dhont, K., Salguero, J. M., & Fernández-Berrocal, P. (2017). The personality basis of aggression: The mediating role of anger and the moderating role of emotional intelligence. Scandinavian Journal of Psychology, 58(4), 333–340. https://doi.org/10.1111/sjop.12367.
Gerin, W., Davidson, K. W., Christenfeld, N. J. S., Goyal, T., & Schwartz, J. E. (2006). The role of angry rumination and distraction in blood pressure recovery from emotional arousal. Psychosomatic Medicine, 68(1), 64–72. https://doi.org/10.1097/01.psy.0000195747.12404.aa.
Gleason, K. A., Jensen-Campbell, L. A., & Richardson, D. R. (2004). Agreeableness as a predictor of aggression in adolescence. Aggressive Behavior, 30(1), 43–61. https://doi.org/10.1002/ab.20002.
Graziano, W. G., & Eisenberg, N. H. (1997). Agreeableness: A dimension of personality. In R. Hogan, J. Johnson, & S. Briggs (Eds.), Handbook of personality psychology (pp. 795–824). San Diego: Academic Press.
Greitemeyer, T., & Sagioglou, C. (2017). The longitudinal relationship between everyday sadism and the amount of violent video game play. Personality and Individual Differences, 104, 238–242. https://doi.org/10.1016/j.paid.2016.08.021.
Gutiérrez-Doña, B., Lippke, S., Renner, B., Kwon, S., & Schwarzer, R. (2009). Self-efficacy and planning predict dietary behaviors in Costa Rican and south Korean women: Two moderated mediation analyses. Applied Psychology: Health and Well-Being, 1(1), 91–104. https://doi.org/10.1111/j.1758-0854.2008.01001.x.
Haas, B. W., Omura, K., Constable, R. T., & Canli, T. (2007). Is automatic emotion regulation associated with agreeableness? Psychological Science, 18(2), 130–132. https://doi.org/10.1111/j.1467-9280.2007.01861.x.
Harmon, S. L., Stephens, H. F., Repper, K. K., Driscoll, K. A., & Kistner, J. A. (2019). Children’s rumination to sadness and anger: Implications for the development of depression and aggression. Journal of Clinical Child & Adolescent Psychology, 48(4), 622–632. https://doi.org/10.1080/15374416.2017.1359788.
Jensen-Campbell, L. A., & Graziano, W. G. (2001). Agreeableness as a moderator of interpersonal conflict. Journal of Personality, 69(2), 323–362. https://doi.org/10.1111/1467-6494.00148.
Jensen-Campbell, L. A., Adams, R., Perry, D. G., Workman, K. A., Furdella, J. Q., et al. (2002). Agreeableness, extraversion, and peer relations in early adolescence: Winning friends and deflecting aggression. Journal of Research in Personality, 36(3), 224–251. https://doi.org/10.1006/jrpe.2002.2348.
Jones, S. E., Miller, J. D., & Lynam, D. R. (2011). Personality, antisocial behavior, and aggression: A meta-analytic review. Journal of Criminal Justice, 39(4), 329–337. https://doi.org/10.1016/j.jcrimjus.2011.03.004.
Junker, N. M., van Dick, R., Avanzi, L., Häusser, J. A., & Mojzisch, A. (2019). Exploring the mechanisms underlying the social identity – ill-health link: Longitudinal and experimental evidence. British Journal of Social Psychology, 58(4), 991–1007. https://doi.org/10.1111/bjso.12308.
Klimstra, T. A., Akse, J., Hale, W. W., Raaijmakers, Q. A. W., & Meeus, W. H. J. (2010). Longitudinal associations between personality traits and problem behavior symptoms in adolescence. Journal of Research in Personality, 44(2), 273–284. https://doi.org/10.1016/j.jrp.2010.02.004.
Kline, R. B. (2015). The mediation myth. Basic and Applied Social Psychology, 37, 202–213. https://doi.org/10.1080/01973533.2015.1049349.
Knight, N. M., Dahlen, E. R., Bullock-Yowell, E., & Madson, M. B. (2018). The HEXACO model of personality and dark triad in relational aggression. Personality and Individual Differences, 122, 109–114. https://doi.org/10.1016/j.paid.2017.10.016.
Kokkinos, C. M., Karagianni, K., & Voulgaridou, I. (2017). Relational aggression, big five and hostile attribution bias in adolescents. Journal of Applied Developmental Psychology, 52, 101–113. https://doi.org/10.1016/j.appdev.2017.07.007.
Lee, K., & Ashton, M. C. (2012). Getting mad and getting even: Agreeableness and honesty-humility as predictors of revenge intentions. Personality and Individual Differences, 52(5), 596–600. https://doi.org/10.1016/j.paid.2011.12.004.
Li, X., Phillips, M. R., Zhang, Y., Niu, Y., Tong, Y., & Yang, S. (2011). Development, reliability and validity of the Chinese version of Buss-Perry aggression questionnaire. Chinese Journal of Neuropsychiatric Diseases, 37(10), 607–613. https://doi.org/10.3969/j.issn.1002-0152.2011.10.010.
Li, J. B., Dou, K., Situ, Q. M., Salcuni, S., Wang, Y. J., & Friese, M. (2019). Anger rumination partly accounts for the association between trait self-control and aggression. Journal of Research in Personality, 81, 207–223. https://doi.org/10.1016/j.jrp.2019.06.011.
Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structrual Equation Modeling, 9(2), 151–173. https://doi.org/10.1207/s15328007sem0902_1.
MacKinnon, D. P., Lockwood, C. M., Hoffman, J. M., West, S. G., & Sheets, V. (2002). A comparison of methods to test mediation and other intervening variable effects. Psychological Methods, 7(1), 83–104. https://doi.org/10.1037/1082-989x.7.1.83.
MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004). Confidence limits for the indirect effect: Distribution of the product and resampling methods. Multivariate Behavioral Research, 39(1), 99–128. https://doi.org/10.1207/s15327906mbr3901_4.
Marsh, H. W., Hau, K., Balla, J. R., & Grayson, D. (1998). Is more ever too much? The number of indicators per factor in confirmatory factor analysis. Multivariate Behavioral Research, 33(2), 181–220. https://doi.org/10.1207/s15327906mbr3302_1.
McCullough, M. E., Bellah, C. G., Kilpatrick, S. D., & Johnson, J. L. (2001). Vengefulness: Relationships with forgiveness, rumination, well-being, and the big five. Personality and Social Psychology Bulletin, 27(5), 601–610. https://doi.org/10.1177/0146167201275008.
Meier, B. P., & Robinson, M. D. (2004). Does quick to blame mean quick to anger? The role of agreeableness in dissociating blame and anger. Personality and Social Psychology Bulletin, 30(7), 856–867. https://doi.org/10.1177/0146167204264764.
Meier, B. P., & Wilkowski, B. M. (2013). Reducing the tendency to aggress: Insights from social and personality psychology. Social and Personality Psychology Compass, 7(6), 343–354. https://doi.org/10.1111/spc3.12029.
Meier, B. P., Robinson, M. D., & Wilkowski, B. M. (2006). Turning the other cheek: Agreeableness and the regulation of aggression-related primes. Psychological Science, 2(17), 136–142. https://doi.org/10.2307/40064384.
Meier, B. P., Wilkowski, B. M., & Robinson, M. D. (2008). Bringing out the agreeableness in everyone: Using a cognitive self-regulation model to reduce aggression. Journal of Experimental Social Psychology, 44(5), 1383–1387. https://doi.org/10.1016/j.jesp.2008.05.005.
Muthen, L., & Muthen, B. (2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthen & Muthen.
Nelson, D. A., Coyne, S. M., Swanson, S. M., Hart, C. H., & Olsen, J. A. (2014). Parenting, relational aggression, and borderline personality features: Associations over time in a Russian longitudinal sample. Development and Psychopathology, 26(03), 773–787. https://doi.org/10.1017/S0954579414000388.
Newsom, J. T. (2015). Cross-lagged panel analysis. The Encyclopedia of Adulthood and Aging, 1–6. https://doi.org/10.1002/9781118521373.
Pailing, A., Boon, J., & Egan, V. (2014). Personality, the dark triad and violence. Personality and Individual Differences, 67, 81–86. https://doi.org/10.1016/j.paid.2013.11.018.
Pedersen, W. C., Denson, T. F., Goss, R. J., Vasquez, E. A., Kelley, N. J., et al. (2011). The impact of rumination on aggressive thoughts, feelings, arousal, and behaviour. British Journal of Social Psychology, 50(2), 281–301. https://doi.org/10.1348/014466610X515696.
Peters, J. R., Smart, L. M., Eisenlohr-Moul, T. A., Geiger, P. J., Smith, G. T., et al. (2015). Anger rumination as a mediator of the relationship between mindfulness and aggression: The utility of a multidimensional mindfulness model. Journal of Clinical Psychology, 71(9), 871–884. https://doi.org/10.1002/jclp.22189.
Podsakoff, P. M., & Organ, D. W. (1986). Self-reports in organizational research: Problems and prospects. Journal of Management, 12(4), 531–544. https://doi.org/10.1177/014920638601200408.
Podsakoff, P. M., MacKenzie, S. B., Lee, J., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021-9010.88.5.879.
Quan, F., Yang, R., Zhu, W., Wang, Y., Gong, X., Chen, Y., Dong, Y., & Xia, L. (2019). The relationship between hostile attribution bias and aggression and the mediating effect of anger rumination. Personality and Individual Differences, 139, 228–234. https://doi.org/10.1016/j.paid.2018.11.029.
Reidy, J., & Richards, A. (1997). A memory bias for threat in hightrait anxiety. Personality and Individual Differences, 23(4), 653–663. https://doi.org/10.1016/S0191-8869(97)00071-8.
Russell, D. W., Kahn, J. H., Spoth, R., & Altmaier, E. M. (1998). Analyzing data from experimental studies: A latent variable structural equation modeling approach. Journal of Counseling Psychology, 45(1), 18–29. https://doi.org/10.1037/0022-0167.45.1.18.
Salguero, J. M., García-Sancho, E., Ramos-Cejudo, J., & Kannis-Dymand, L. (2020). Individual differences in anger and displaced aggression: The role of metacognitive beliefs and anger rumination. Aggressive Behavior, 46(2), 162–169. https://doi.org/10.1002/ab.21878.
Smeets, K. C., Oostermeijer, S., Lappenschaar, M., Cohn, M., van der Meer, J. M. J., Popma, A., Jansen, L. M. C., Rommelse, N. N. J., Scheepers, F. E., & Buitelaar, J. K. (2016). Are proactive and reactive aggression meaningful distinctions in adolescents? A variable- and person-based approach. Journal of Abnormal Child Psychology, 45(1), 1–14. https://doi.org/10.1007/s10802-016-0149-5.
Sukhodolsky, D. G., Golub, A., & Cromwell, E. N. (2001). Development and validation of the anger rumination scale. Personality and Individual Differences, 31, 689–700. https://doi.org/10.1016/s0191-8869(00)00171-9.
Tafarodi, R. W., Marshall, T. C., & Milne, A. B. (2003). Self-esteem and memory. Journal of Personality and Social Psychology, 84(1), 29–45. https://doi.org/10.1037/0022-3514.84.1.29.
Takebe, M., Takahashi, F., & Sato, H. (2016). Anger rumination as a risk factor for trait anger and anger-in: A longitudinal study. Personality and Individual Differences, 101, 451–455. https://doi.org/10.1016/j.paid.2016.06.038.
Timmons, A. C., & Preacher, K. J. (2015). The importance of temporal design: How do measurement intervals affect the accuracy and efficiency of parameter estimates in longitudinal research. Multivariate Behavioral Research, 50, 41–55. https://doi.org/10.1080/00273171.2014.961056.
Turanovic, J. J., Pratt, T. C., & Piquero, A. R. (2017). Exposure to fetal testosterone, aggression, and violent behavior: A meta-analysis of the 2D:4D digit ratio. Aggression and Violent Behavior, 33, 51–61. https://doi.org/10.1016/j.avb.2017.01.008.
Vasquez, E. A., Pedersen, W. C., Bushman, B. J., Kelley, N. J., Demeestere, P., et al. (2013). Lashing out after stewing over public insults: The effects of public provocation, provocation intensity, and rumination on triggered displaced aggression. Aggressive Behavior, 39(1), 13–29. https://doi.org/10.1002/ab.21453.
Wang, J. M., Hartl, A. C., Laursen, B., Booth-LaForce, C., & Rubin, K. H. (2016). Associations between personality and physical aggression in Chinese and U.S. adolescents: The mediating role of temper. The Journal of Early Adolescence, 36(7), 909–931. https://doi.org/10.1177/0272431615588953.
Wang, Y., Zhu, W., Xiao, M., Zhang, Q., Zhao, Y., Zhang, H., Chen, X., Zheng, Y., & Xia, L. X. (2018). Hostile attribution bias mediates the relationship between structural variations in the left middle frontal gyrus and trait angry rumination. Frontiers in Psychology, 9, 1–8. https://doi.org/10.3389/fpsyg.2018.00526.
Wilkowski, B. M., Robinson, M. D., & Meier, B. P. (2006). Agreeableness and the prolonged spatial processing of antisocial and prosocial information. Journal of Research in Personality, 40(6), 1152–1168. https://doi.org/10.1016/j.jrp.2005.12.004.
Xi, C., Zhong, M., Lei, X., Liu, Y., Ling, Y., & Yi, J. (2017). Comparing the neuroticism subscale of the NEO-PI-R with that of the NEO-FFI. Chinese Journal of Clinical Psychology, 25(03), 453–456. https://doi.org/10.16128/j.cnki.1005-3611.2017.03.012.
Yao, R., & Liang, L. (2010). Analysis of the application of simplified NEO-FFI to undergraduates. Chinese Journal of Clinical Psychology, 18(04), 457–459. https://doi.org/10.16128/j.cnki.1005-3611.2010.04.024.
Ybrandt, H., & Armelius, K. (2010). Peer aggression and mental health problems: Self-esteem as a mediator. School Psychology International, 31(2), 146–163. https://doi.org/10.1177/0143034309352267.
Zajenkowski, M. (2017). Hostile and energetic: Anger is predicted by low agreeableness and high energetic arousal. PLoS One, 12(9), 1–16. https://doi.org/10.1371/journal.pone.0184919.
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This work was supported by the Project of the Human Social Science Research Program of the Ministry of Education (19YJA190008).
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Fangying Quan: Methodology; Formal analysis; Writing – review & editing.
Rujiao Yang: Formal analysis; Writing – original draft; Writing.
Ling-Xiang Xia:Conceptualization; Data curation; Funding acquisition; Investigation;Methodology; Project administration; Resources; Software; Writing – review & editing.
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Quan, F., Yang, R. & Xia, LX. The longitudinal relationships among agreeableness, anger rumination, and aggression. Curr Psychol 40, 9–20 (2021). https://doi.org/10.1007/s12144-020-01030-6
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DOI: https://doi.org/10.1007/s12144-020-01030-6