Abstract
A growing number of empirical studies has sought to explore differences in the effectiveness of the procedural justice model across people. Much of this new evidence points at the procedural justice association with both legitimacy and compliance being largely invariant. Here we expand the analysis of this procedural justice ‘invariance thesis’ by introducing a novel life-course perspective to the debate. Specifically, we focus on the variability of the procedural justice effect within individuals across time. To do so, we use mixed effects structural equation models and longitudinal data from a sample of 1,354 young offenders in the US reporting perceptions of the police, and a sample of 511 subjects of the Australian general population reporting on the tax authority. We find the procedural justice within-person association with legitimacy to be highly variant across individuals, which can be negative for more than 10% of subjects in the two samples used, while for at least another 11% of participants the relationship is twice as strong as the average or stronger. We also find variability in the within-person association with compliance; however, this is only the case for a specific measure of procedural justice in the sample of young offenders. These results question the ‘invariance thesis’. Compliance, and especially perceptions of institutional legitimacy, cannot be expected to change uniformly across all subgroups of the population in line with their perceptions of the procedural just actions of those institutions.
Similar content being viewed by others
Notes
Data from the Pathways to Desistance can be accessed here, https://www.icpsr.umich.edu/icpsrweb/NAHDAP/studies/29961, further documentation on the study available here, https://www.pathwaysstudy.pitt.edu/index.html.
The Australian Tax System Surveys dataset and relevant meta-data can be found here, http://legacy.ada.edu.au/longitudinal/browse/australian-tax-system-surveys-2000-2005.
For consistency sake we aimed to use other measures tapping more clearly on offending, however those available in the dataset (such as whether the respondent has ever been fined by the tax authority) show low frequencies, and as such do not discriminate adequately amongst respondents.
References
Abdelzadeh, A., Zetterberg, P., & Ekman, J. (2015). Procedural fairness and political trust among young people: Evidence from a panel study on Swedish high school students. Acta Politica, 50, 253–278.
Antrobus, E., Bradford, B., Murphy, K., & Sargeant, E. (2015). Community norms, procedural justice, and the public’s perceptions of police legitimacy. Journal of Contemporary Criminal Justice, 31(2), 151–170.
Muthen, A.B.T. (2010). Bayesian analysis using Mplus: Technical implementation. Tecnical. report, Mplus, https://www.statmodel.com/download/Bayes3.pdf.
Augustyn, M.B. (2015). The (ir)relevance of procedural justice in the pathways to crime. Law and Human Behavior, 39(4), 388–411.
Baker, T., & Gau, J.M. (2018). Female offenders’ perceptions of police procedural justice and their obligation to obey the law. Crime and Delinquency, 64(6), 758–781.
Baker, T., Pickett, J.T., Amin, D.M., Golden, K., Dhungana, K., Gertz, M., & Bedard, L. (2015). Shared race/ethnicity, court procedural justice, and self-regulating beliefs: a study of female offenders. Law and Society Review, 49(2), 433–466.
Baz, O., & Fernández-Molina, E. (2018). Process-based model in adolescence: Analyzing police legitimacy and juvenile delinquency within a legal socialization framework. European Journal on Criminal Policy and Research, 24(3), 237–252.
Beijersbergen, K.A., Dirkzwager, A.J., Eichelsheim, V.I., Van der Laan, P.H., & Nieuwbeerta, P. (2015). Procedural justice, anger, and prisoners’ misconduct: a longitudinal study. Criminal Justice and Behavior, 42(2), 196–218.
Bell, A., & Jones, K. (2015). Explaining fixed effects: Random effects modeling of time-series cross-sectional and panel data. Political Science Research and Methods, 3(1), 133–153.
Bradford, B. (2014). Policing and social identity: Procedural justice, inclusion and cooperation between police and public. Policing and Society, 24 (1), 22–43.
Bradford, B., Huq, A., Jackson, J., & Roberts, B. (2014). What price fairness when security is at stake? Police legitimacy in South Africa. Regulation and Governance, 8, 246–268.
Murphy, B.KV, & Reinhart, M. (2007). Taxation threat, motivational postures, and responsive regulation. Law and Policy, 29(1), 137–158.
Braithwaite, V. (2009a). Centre for tax system integrity (ctsi) - Australian tax system surveys - merged panel data 2000-2005. Tech. rep., Australian Data Archive - The Australian National University., http://legacy.ada.edu.au/longitudinal/01144.
Braithwaite, V. (2009b). Defiance in taxation and governance: Resisting and dismissing authority in a democracy. Cheltenham: Edward Elgar.
Braithwaite, V. (2013). Resistant and dismissive defiance towards tax authorities. In A. Crawford A. Hucklesby (Eds.) Legitimacy and compliance in criminal justice (pp. 91–115). Abingdon: Routledge.
Brown, K.L., & Reisig, M.D. (2019). Procedural injustice, police legitimacy, and officer gender: a vignette-based test of the invariance thesis. Behavioral Sciences and the Law, 37(6), 696–710.
Brunton-Smith, I., & McCarthy, D.J. (2016). Prison legitimacy and procedural fairness: A multilevel examination of prisoners in England and Wales. Justice Quarterly, 33(6), 1029–1054.
Centre, P.R. (2015). Beyond distrust: How Americans view their government. broad criticism, but positive performance ratings in many areas. Tech. rep., Pew Research Centre, http://www.pewresearch.org/wp-content/uploads/sites/4/2015/11/11-23-2015-Governance-release.pdf.
Cherney, A., & Murphy, K. (2011). Understanding the contingency of procedural justice outcomes. Policing: A Journal of Policy and Practice, 5(3), 228–235.
Curran, P.J., & Bauer, D.J. (2011). The disaggregation of within-person and between-person effects in longitudinal models of change. Annual Review of Psychology, 62, 583–619.
Elliott, I., Thomas, S.D., & Ogloff, J.R. (2011). Procedural justice in contacts with the police: Testing a relational model of authority in a mixed methods study. Psychology, Public Policy, and Law, 17(4), 592–610.
Fagan, J., & Piquero, A.R. (2007). Rational choice and developmental influences on recidivism among adolescent felony offenders. Journal of Empirical Legal Studies, 4(4), 715–748.
Fine, A., & Cauffman, E. (2015). Race and justice system attitude formation during the transition to adulthood. Journal of Developmental and Life-Course Criminology, 1(4), 325–349.
Fischer, R., Harb, C., Al-Sarraf, S., & Nashabe, O. (2008). Support for resistance among iraqi students: an exploratory study. Basic and Applied Social Psychology, 30(2), 167–175.
Gangl, A. (2003). Procedural justice theory and evaluations of the lawmaking process. Political Behavior, 25(2), 119–149.
Gau, J.M., Corsaro, N., Stewart, E.A., & Brunson, R.K. (2012). Examining macro-level impacts on procedural justice and police legitimacy. Journal of Criminal Justice, 40(4), 333–343.
Hamaker, E.L. (2012). Why researchers should think “within-person”: a paradigmatic rationale. In M.R. Mehl T.S. Conner (Eds.) Handbook of research methods for studying daily life (pp. 43–61). The Guilford Press.
Hamaker, E.L., & Muthén, B. (2019). The fixed versus random effects debate and how it relates to centering in multilevel modeling. Psychological Methods, 25(3), 365–379.
Hartner, M., Rechberger, S., Kirchler, E., & Schabmann, A. (2008). Procedural fairness and tax compliance. Economic Analysis and Policy, 38(1), 137–152.
Hoffman, L., & Stawski, R.S. (2009). Persons as contexts: Evaluating between-person and within-person effects in longitudinal analysis. Research in Human Development, 6, 97–120.
Hough, M., Jackson, J., Bradford, B., Myhill, A., & Quinton, P. (2010). Procedural justice, trust, and institutional legitimacy. Policing: A Journal of Policy and Practice, 4(3), 203–210.
Huo, Y.J. (2003). Procedural justice and social regulation across group boundaries: Does subgroup identity undermine relationship-based governance?, (Vol. 29.
Jackson, J., Hough, M., Farrall, S., Aromaa, K., & de Keijser, J. (2010). Trust in criminal justice: A comparative European analysis. Tech. rep., European Social Survey, https://www.europeansocialsurvey.org/data/themes.html?t=justice.
Jackson, J., Asif, M., Bradford, B., & Zakar, M.Z. (2014). Corruption and police legitimacy in Lahore, Pakistan. The British Journal of Criminology, 54, 1067–1088.
Kaiser, K., & Reisig, M.D. (2017). Legal socialization and self-reported criminal offending: The role of procedural justice and legal orientations. Journal of Quantitative Criminology, 35(1), 135–154.
Lee, J.M., Steinberg, L., Piquero, A.R., & Knight, G.P. (2011). Identity-linked perceptions of the police among African American juvenile offenders: A developmental perspective. Journal of Youth and Adolescence, 40(1), 23–37.
Levi, M., & Sacks, A. (2009). Legitimating beliefs: Sources and indicators. Regulation and Governance, 3(4), 311–333.
Levi, M., Sacks, A., & Tyler, T. (2009). Conceptualizing legitimacy, measuring legitimating beliefs. American Behavioral Scientist, 53(3), 354–375.
McAdams, D.P., & Olson, B.D. (2010). Personality development: Continuity and change over the life course. Annual Review of Psychology, 61, 517–542.
McCarthy, M., Murphy, K., Sargeant, E., & Williamson, H. (2021). Policing covid-19 physical distancing measures: Managing defiance and fostering compliance among individuals least likely to comply. Policing and Society.
McLean, K., Wolfe, S.E., & Pratt, T.C. (2019). Legitimacy and the life course: an age-graded examination of changes in legitimacy attitudes over time. Journal of Research in Crime and Delinquency, 56(1), 42–83.
Meeus, W. (2011). The study of adolescent identity formation 2000–2010: a reviewof longitudinal research. Journal of Research on Adolescence, 21 (1), 75–94.
Mulvey, E.P. (2016). Research on pathways to desistance: Subject measures 2000-2010. Technical report, Inter-university Consortium for Political and Social Research. https://doi.org/10.3886/ICPSR29961.v2.
Murphy, K. (2003). Procedural justice and tax compliance. Australian Journal of Social Issues, 38(3), 379–408.
Murphy, K. (2005). Regulating more effectively: The relationship between procedural justice, legitimacy, and tax non-compliance. Journal of Law and Society, 32(4), 562–589.
Murphy, K. (2015). Does procedural justice matter to youth? Comparing adults’ and youths’ willingness to collaborate with police. Policing and Society, 25(1), 53–76.
Murphy, K. (2016). Turning defiance into compliance with procedural justice: Understanding reactions to regulatory encounters through motivational posturing. Regulation and Governance, 10(1), 93–109.
Murphy, K. (2017). Challenging the ‘invariance’ thesis: Procedural justice policing and the moderating influence of trust on citizens’ obligation to obey the police. Journal of Experimental Criminology, 13, 429–437.
Murphy, K., & Cherney, A. (2011a). Fostering cooperation with the police: How do ethnic minorities in Australia respond to procedural justice-based policing? Australian and New Zealand Journal of Criminology, 44(2), 235–257.
Murphy, K., & Cherney, A. (2011b). Understanding cooperation with police in a diverse society. The British Journal of Criminology, 52(1), 181–201.
Murphy, K., Hinds, L., & Fleming, J. (2008). Encouraging public cooperation andsupport for police. Policing and Society, 18(2), 136–155.
Murphy, K., Tyler, T.R., & Curtis, A. (2009). Nurturing regulatory compliance: is procedural justice effective when people question the legitimacy of the law? Regulation and Governance, 3(1), 1–26.
Murphy, K., Sargeant, E., & Cherney, A. (2015). The importance of procedural justice and police performance in shaping intentions to cooperate with the police: Does social identity matter? European Journal of Criminology, 12(6), 719–738.
Murphy, K., Madon, N.S., & Cherney, A. (2018). Reporting threats of terrorism: Stigmatisation, procedural justice and policing Muslims in Australia. Policing and Society. https://doi.org/10.1080/10439463.2018.1551393.
Muthén L.K., & Muthén B.O. (2012). Mplus: Statistical Analysis with Latent Variables - User’s Guide. Technical report, Mplus, http://www.statmodel.com/download/usersguide/MplususerguideVer_7_r6_web.pdf.
Nagin, D.S., & Telep, C.W. (2017). Procedural justice and legal compliance. Annual Review of Law and Social Science, 13, 5–28.
Penner, E.K., Viljoen, J.L., Douglas, K.S., & Roesch, R. (2014). Procedural justice versus risk factors for offending: Predicting recidivism in youth. Law and Human Behavior, 38(3), 225–237.
Pina-Sánchez, J. (2014). Decentralization as a multifaceted concept: A more encompassing index using Bayesian statistics. Revista Española de Ciencia Política, 34, 9–34.
Pina-Sánchez, J., & Brunton-Smith, I. (2020). Reassessing the relationship between procedural justice and police legitimacy. Law and Human Behavior.
Piquero, A.R., Fagan, J., Mulvey, E.P., Steinberg, L., & Odgers, C. (2005). Developmental trajectories of legal socialization among serious adolescent offenders. The Journal of Criminal Law and Criminology, 96(1), 267–298.
Reisig, M.D., Flippin, M., Meško, G., & Trinkner, R. (2020). The effects of justice judgments on police legitimacy across urban neighborhoods: A testof the invariance thesis. Crime & Delinquency.
Rubin, D.B. (1987). Statistical Analysis with Missing Data. Wiley.
Sun, I.Y., Wu, Y., Hu, R., & Farmer, A.K. (2017). Procedural justice, legitimacy, and public cooperation with police: Does Western wisdom hold in China? Journal of Research in Crime and Delinquency, 54(4), 454–478.
Sunshine, J., & Tyler, T.R. (2003). The role of procedural justice and legitimacy in shaping public support for policing. Law and Society Review, 37(3), 513–548.
Thibaut, J., & Walker, L. (1975). Procedural Justice: A Psychological Analysis. L. Erlbaum Associates.
Thibaut, J., & Walker, L. (1978). A theory of procedure. California Law Review, 66, 541–566.
Trinkner, R. (2019). Clarifying the contours of the police legitimacy measurement debate: A response to Cao and Graham. Asian Journal of Criminology, 14, 309–335.
Tyler, T.R. (1990). Why people obey the law. New Haven: Yale University Press.
Tyler, T.R. (1994). Governing amid diversity: The effect of fair decision-making procedures on the legitimacy of government. Law and Society Review, 28(4), 809–832.
Tyler, T.R. (1997). The psychology of legitimacy: a relational perspective on voluntary deference to authorities. Personality and Social Psychology Review, 1(4), 323–345.
Tyler, T.R. (2003). The group engagement model: Procedural justice, social identity, and cooperative behavior. Personality and Social Psychology Review, 7(4), 349–361.
Tyler, T.R., & Huo, Y. (2002). Trust in the law: Encouraging public cooperation with the police and courts. New York: Russell Sage Foundation.
Tyler, T.R., & Lind, E.A. (1992). A relational model of authority groups. Advances in Experimental Social Psychology, 25, 115–191.
Tyler, T.R., & Rasinski, K. (1991). Procedural justice, institutional legitimacy, and the acceptance of unpopular US Supreme Court decisions: A reply to Gibson. Law and Society Review, 25(3), 621–630.
Tyler, T.R., Casper, J.D., & Fisher, B. (1989). Maintaining allegiance toward political authorities: The role of prior attitudes and the use of fair procedures. American Journal of Political Science, 629–652.
Walters, G.D. (2018). Procedural justice, legitimacy beliefs, and moral disengagement in emerging adulthood: Explaining continuity and desistance in the moral model of criminal lifestyle development. Law and Human Behavior, 42, 37–49.
Walters, G.D., & Bolger, P.C. (2019). Procedural justice perceptions, legitimacy beliefs, and compliance with the law: a meta-analysis. Journal of Experimental Criminology, 15 (3), 341–372. https://doi.org/10.1007/s11292-018-9338-2.
Weber, M. (1968). Economy and society. Berkeley: University of California Press.
Widaman, K.F., Ferrer, E., & Conger, R.D. (2010). Factorial invariance within longitudinal structural equation models: Measuring the same construct across time. Child Development Perspectives, 4.
Wolfe, S.E., Nix, J., Kaminski, R., & Rojek, J. (2016). Is the effect of procedural justice on police legitimacy invariant? Testing the generality of procedural justice and competing antecedents of legitimacy. Journal of Quantitative Criminology, 32(2), 253–282.
Wooldridge, J.M. (2002). Econometrics analysis of cross sectional and panel data. Cambridge: The MIT Press.
Zahnow, R., Mazerolle, L., & Pang, A. (2019). Do individual differences matter in the way people view police legitimacy? A partial replication and extension of invariance thesis. Policing.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Pina-Sánchez, J., Brunton-Smith, I. Are We All Equally Persuaded by Procedural Justice?. J Dev Life Course Criminology 7, 449–480 (2021). https://doi.org/10.1007/s40865-021-00170-y
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40865-021-00170-y