Measuring Procedural Justice in Police-Citizen Encounters
Abstract
Procedural justice has dominated recent discussions of police interactions with the public. It has mostly been measured from the perspective of citizens (using surveys or interviews), but several important questions about predictors and outcomes of fair police treatment are best answered using direct observations of police-citizen interactions. Building on prior observational studies, we develop and validate an instrument for measuring procedural justice as it is exercised by the police in the natural setting of their encounters with the public. In doing so, we adopt a “formative” rather than the common “reflective” approach, based on the assumption that specific behaviors that make up procedural justice do not reflect a single underlying construct but rather form one. We justify this approach and validate our instrument accordingly. We also discuss the implications of our measurement for future research on procedural justice in police behavior.
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The indices were drawn from a prior SSO study that identified formative indices of PJ.
“These indices were drawn from a prior SSO study that identified formative indices of PJ (26).”
From Reforming the police through procedural justice training: A multicity randomized trial at crime hot spots (2022) · cites this paper as [26]
Jonathan-Zamir et al. 2015 expressly built indicators of procedural justice into its coding instrument.
“one recent study (Jonathan-Zamir et al. 2015) expressly built indicators of procedural justice into its coding instrument.”
From Mirage of Police Reform: Procedural Justice and Police Legitimacy (2017) · cites this paper as Jonathan-Zamir et al. 2015
Cites
A Theory of Cognitive Dissonance
Festinger, L. (1957) · doi:10.1515/9781503620766 · Cited by 24,241 · see citing works
A Theory of Cognitive Dissonance
Morvan, C., & O’Connor, A. (2017) · Macat Library eBooks · doi:10.4324/9781912282432 · Cited by 18,284 · see citing works
Structural Equations with Latent Variables
Bollen, K. A. (1989) · Wiley series in probability and statistics · doi:10.1002/9781118619179 · Cited by 17,512 · see citing works
Structural Equations with Latent Variables.
Clogg, C. C., & Bollen, K. A. (1991) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2072165 · Cited by 17,471 · see citing works
The psychology of interpersonal relations
Heider, F. (1958) · American Sociological Review · doi:10.2307/2089062 · Cited by 17,189 · see citing works
The psychology of interpersonal relations.
Heider, F. (1958) · doi:10.1037/10628-000 · Cited by 13,457 · see citing works
A Caution Regarding Rules of Thumb for Variance Inflation Factors
O’brien, R. M. (2007) · Quality & Quantity · doi:10.1007/s11135-006-9018-6 · Cited by 11,217 · see citing works
The Social Psychology of Procedural Justice
Lind, E. A., & Tyler, T. R. (1988) · Critical Issues in Social Justice · doi:10.1007/978-1-4899-2115-4 · Cited by 6,585 · cited 1× · see citing works
“A decade later, in response to growing criticisms, Lind and Tyler (1988) developed the “group value” model of procedural justice and subsequently the “relational” model of authority relevant to hierarchical settings (Tyler & Lind, 1992).”
BackgroundTyler, T. R. (2006) · doi:10.1515/9781400828609 · Cited by 5,156 · see citing works
Index Construction with Formative Indicators: An Alternative to Scale Development
Diamantopoulos, A., & Winklhofer, H. M. (2001) · Journal of Marketing Research · doi:10.1509/jmkr.38.2.269.18845 · Cited by 4,793 · see citing works
Attitudes and cognitive organization
Heider, F. (1946) · The Journal of Psychology · doi:10.1080/00223980.1946.9917275 · Cited by 3,672 · see citing works
A Relational Model of Authority in Groups
Tyler, T. R., & Lind, E. A. (1992) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(08)60283-x · Cited by 2,977 · see citing works
The role of procedural justice and legitimacy in shaping public support for policing
Sunshine, J., & Tyler, T. R. (2003) · Law & Society Review · doi:10.1111/1540-5893.3703002 · Cited by 2,973 · see citing works
(1983) · Cited by 2,165 · see citing works
Theories of cognitive consistency : a sourcebook
Abelson, R. P. (1969) · Medical Entomology and Zoology · Cited by 2,002 · see citing works
(2002) · Cited by 1,687 · see citing works
MACKENZIE, S. B., Podsakoff, P. M., & Jarvis, C. B. (2005) · Journal of Applied Psychology · doi:10.1037/0021-9010.90.4.710 · Cited by 1,685 · see citing works
Advancing formative measurement models
Diamantopoulos, A., Riefler, P., & Zeugner‐Roth, K. P. (2008) · Journal of Business Research · doi:10.1016/j.jbusres.2008.01.009 · Cited by 1,469 · see citing works
Tyler, T. R. (2004) · The ANNALS of the American Academy of Political and Social Science · doi:10.1177/0002716203262627 · Cited by 1,282 · see citing works
Legitimacy and Cooperation: Why Do People Help the Police Fight Crime in Their Communities?Preprint
Tyler, T. R., & Fagan, J. A. (2006) · SSRN Electronic Journal · doi:10.2139/ssrn.887737 · Cited by 830 · see citing works
(1971) · Medical Entomology and Zoology · Cited by 724 · see citing works
TYLER, T. R., & WAKSLAK, C. J. (2004) · Criminology · doi:10.1111/j.1745-9125.2004.tb00520.x · Cited by 655 · see citing works
CARR, P. J., NAPOLITANO, L., & KEATING, J. (2007) · Criminology · doi:10.1111/j.1745-9125.2007.00084.x · Cited by 641 · see citing works
Fairness and Effectiveness in Policing : The Evidence
Practices, Skogan, W. G., & Frydl, K. J. (2004) · Medical Entomology and Zoology · Cited by 635 · see citing works
Tyler, T. R. (2001) · Behavioral Sciences & the Law · doi:10.1002/bsl.438 · Cited by 616 · see citing works
Silenced by fear:The nature, sources, and consequences of fear at work
Kish-Gephart, J. J., Detert, J. R., Treviño, L. K., & Edmondson, A. C. (2009) · Research in Organizational Behavior · doi:10.1016/j.riob.2009.07.002 · Cited by 596 · see citing works
Public Satisfaction With Police: Using Procedural Justice to Improve Police Legitimacy
Hinds, L., & Murphy, K. (2007) · Australian & New Zealand Journal of Criminology · doi:10.1375/acri.40.1.27 · Cited by 594 · see citing works
Do Fair Procedures Matter? The Effect of Procedural Justice on Spouse Assault
Paternoster, R., Bachman, R., Brame, R., & Sherman, L. W. (1997) · Law & Society Review · doi:10.2307/3054098 · Cited by 588 · see citing works
Gau, J. M., & Brunson, R. K. (2010) · Justice Quarterly · doi:10.1080/07418820902763889 · Cited by 582 · cited 1× · see citing works
“…also been used as a framework for analyzing qualitative data stemming from in-depth interviews with citizens who have had contact with the police (Brunson & Miller, 2006; Carr, Napolitano, & Keating, 2007; Elliot, Thomas, & Ogloff, 2013; Gau & Brunson, 2010; Miller & Hefner, 2013; Stoutland, 2001).”
MethodCulture and Procedural Justice: The Influence of Power Distance on Reactions to Voice
Brockner, J., Ackerman, G., Greenberg, J., Gelfand, M. J., Francesco, A. M., Chen, Z. X., Leung, K. Y., Bierbrauer, G., Gomez, C. B., Kirkman, B. L., et al. (2001) · Journal of Experimental Social Psychology · doi:10.1006/jesp.2000.1451 · Cited by 574 · see citing works
The Construct Validity and Refinement of Process-Based Policing Measures
Reisig, M. D., Bratton, J., & Gertz, M. G. (2007) · Criminal Justice and Behavior · doi:10.1177/0093854807301275 · Cited by 564 · see citing works
PUBLIC COOPERATION WITH THE POLICE IN GHANA: DOES PROCEDURAL FAIRNESS MATTER?*
TANKEBE, J. (2009) · Criminology · doi:10.1111/j.1745-9125.2009.00175.x · Cited by 542 · see citing works
The Fallacy of Formative Measurement
Edwards, J. R. (2011) · Organizational Research Methods · doi:10.1177/1094428110378369 · Cited by 495 · see citing works
Young Black Men and Urban Policing in the United States
Brunson, R. K., & Miller, J. (2005) · The British Journal of Criminology · doi:10.1093/bjc/azi093 · Cited by 472 · see citing works
Legitimacy and Deterrence Effects in Counterterrorism Policing: A Study of Muslim Americans
Tyler, T. R., Schulhofer, S., & Huq, A. Z. (2010) · Law & Society Review · doi:10.1111/j.1540-5893.2010.00405.x · Cited by 370 · see citing works
Encouraging public cooperation and support for police
Murphy, K., Hinds, L., & Fleming, J. (2008) · Policing and Society · doi:10.1080/10439460802008660 · Cited by 361 · see citing works
Compliance on Demand: The Public's Response to Specific Police Requests
MASTROFSKI, S. D., SNIPES, J. B., & SUPINA, A. E. (1996) · Journal of Research in Crime and Delinquency · doi:10.1177/0022427896033003001 · Cited by 358 · see citing works
Self-citationPOLICE DISRESPECT TOWARD THE PUBLIC: AN ENCOUNTER‐BASED ANALYSIS*
MASTROFSKI, S. D., REISIG, M. D., & McCLUSKEY, J. D. (2002) · Criminology · doi:10.1111/j.1745-9125.2002.tb00965.x · Cited by 317 · see citing works
Self-citationMAZEROLLE, L. G., Bennett, S., Antrobus, E., & Eggins, E. (2012) · Journal of Experimental Criminology · doi:10.1007/s11292-012-9160-1 · Cited by 276 · see citing works
Gau, J. M. (2011) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2011.09.004 · Cited by 250 · see citing works
Tyler, T. R., Sherman, L. W., Strang, H., Barnes, G. C., & Woods, D. P. (2007) · Law & Society Review · doi:10.1111/j.1540-5893.2007.00314.x · Cited by 250 · see citing works
Examining Police Effectiveness as a Precursor to Legitimacy and Cooperation with Police
Kochel, T. R., Parks, R. B., & Mastrofski, S. D. (2013) · Justice Quarterly · doi:10.1080/07418825.2011.633544 · Cited by 247 · see citing works
Self-citationLegitimacy in Policing: A Systematic Review
Mazerolle, L., Bennett, S., Davis, J., Sargeant, E., & Manning, M. (2013) · Campbell Systematic Reviews: Better Evidence for a Better World · doi:10.4073/csr.2013.1 · Cited by 224 · cited 1× · see citing works
“McCluskey (2003) defined bias as police telling one citizen that his decision was based on the request of another.”
BackgroundWhat constitutes fairness in work settings? A four-component model of procedural justice
Blader, S. L., & Tyler, T. R. (2003) · Human Resource Management Review · doi:10.1016/s1053-4822(02)00101-8 · Cited by 218 · see citing works
The Multiple Dimensions of Trust in Resident/Police Relations in Boston
STOUTLAND, S. E. (2001) · Journal of Research in Crime and Delinquency · doi:10.1177/0022427801038003002 · Cited by 214 · see citing works
Female officers and the ethic of care: Does officer gender impact police behaviors?
Rabe-Hemp, C. E. (2008) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2008.07.001 · Cited by 210 · see citing works
Examining macro-level impacts on procedural justice and police legitimacy
Gau, J. M., Corsaro, N. A., Stewart, E. A., & Brunson, R. K. (2012) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2012.05.002 · Cited by 208 · see citing works
To Acquiesce or Rebel: Predicting Citizen Compliance with Police Requests
Mccluskey, J. D., Mastrofski, S. D., & Parks, R. B. (1999) · Police Quarterly · doi:10.1177/109861119900200401 · Cited by 192 · see citing works
Self-citationThe Effects of Security Threats on Antecedents of Police Legitimacy
Jonathan-Zamir, T., & Weisburd, D. L. (2011) · Journal of Research in Crime and Delinquency · doi:10.1177/0022427811418002 · Cited by 184 · see citing works
Self-citationRacial Differences in Resolving Conflicts: A Comparison between Black and White Police Officers
Sun, I. Y., & Payne, B. K. (2004) · Crime & Delinquency · doi:10.1177/0011128703259298 · Cited by 181 · see citing works
Legitimacy and Criminal Justice: The Benefits of Self-Regulation
Tyler, T. R. (2009) · bepress Legal Repository · Cited by 175 · see citing works
Weisburd, D., Hinkle, J. C., Famega, C., & Ready, J. (2011) · Journal of Experimental Criminology · doi:10.1007/s11292-011-9130-z · Cited by 169 · see citing works
Why People Cooperate: The Role of Social Motivations
Tyler, T. R. (2010) · doi:10.1515/9781400836666 · Cited by 169 · see citing works
Dai, M., Frank, J., & Sun, I. (2011) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2011.01.004 · Cited by 161 · see citing works
Suspect disrespect toward the police
Reisig, M. D., McCluskey, J. D., Mastrofski, S. D., & Terrill, W. (2004) · Justice Quarterly · doi:10.1080/07418820400095801 · Cited by 161 · see citing works
Self-citationCooper, J. (2012) · SAGE Publications Ltd eBooks · doi:10.4135/9781446249215.n19 · Cited by 144 · see citing works
SUSPECT SEARCHES: ASSESSING POLICE BEHAVIOR UNDER THE U.S. CONSTITUTION*
GOULD, J. B., & MASTROFSKI, S. D. (2004) · Criminology & Public Policy · doi:10.1111/j.1745-9133.2004.tb00046.x · Cited by 134 · see citing works
Self-citationSun, I. Y., Payne, B. K., & Wu, Y. (2008) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2007.12.004 · Cited by 128 · see citing works
THE HELPING HAND OF THE LAW: POLICE CONTROL OF CITIZENS ON REQUEST*
Mastrofski, S. D., Snipes, J. B., Parks, R. B., & Maxwell, C. D. (2000) · Criminology · doi:10.1111/j.1745-9125.2000.tb00892.x · Cited by 123 · see citing works
Self-citationAmerican Policing at a Crossroads: Unsustainable Policies and The Procedural Justice Alternative
Tyler, T. R., Schulhofer, S. J., & Huq, A. Z. (2012) · Policing An International Journal · doi:10.1108/pijpsm.2012.18135caa.003 · Cited by 119 · see citing works
Future Challenges in the Study of Legitimacy and Criminal JusticePreprint
Tyler, T. R., & Jackson, J. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2141322 · Cited by 110 · see citing works
Judging Police Misconduct: “Street-Level” versus Professional Policing
Seron, C., Pereira, J., & Kovath, J. (2004) · Law & Society Review · doi:10.1111/j.0023-9216.2004.00063.x · Cited by 105 · see citing works
Explaining suspects' resistance and disrespect toward police
ENGEL, R. S. (2003) · Journal of Criminal Justice · doi:10.1016/s0047-2352(03)00052-7 · Cited by 93 · see citing works
AdvocateThe promise of community policing
Skogan, W. G. (2006) · Cambridge University Press eBooks · doi:10.1017/cbo9780511489334.002 · Cited by 92 · see citing works
Systematic Social Observation in Criminology
Mastrofski, S. D., Parks, R. B., & McCluskey, J. D. (2009) · Springer eBooks · doi:10.1007/978-0-387-77650-7_12 · Cited by 85 · see citing works
Self-citationGender Differences in Officer Attitude and Behavior
DeJong, C. (2004) · Women & Criminal Justice · doi:10.1300/j012v15n03_01 · Cited by 70 · see citing works
Elliott, I., Thomas, S. D. M., & Ogloff, J. R. P. (2013) · Policing & Society · doi:10.1080/10439463.2013.784309 · Cited by 69 · see citing works
Miller, S. L., & Hefner, M. K. (2013) · Justice Quarterly · doi:10.1080/07418825.2012.760643 · Cited by 52 · see citing works
Sun, I. Y. (2003) · Police Quarterly · doi:10.1177/1098611102250573 · Cited by 33 · see citing works
Emotion Regulation in the Workplace
Côté, S., Moon, S., & Miners, C. T. H. (2008) · Edward Elgar Publishing eBooks · doi:10.4337/9781848443778.00028 · Cited by 27 · see citing works
Understanding non-coercive, procedurally fair behavior by the police during encounters
Dai, M., & Nation, D. D. (2009) · International journal of law, crime and justice · doi:10.1016/j.ijlcj.2009.10.002 · Cited by 20 · see citing works
Police Response to Victims of Domestic and Non-Domestic Violence
Sun, I. Y. (2006) · Journal of Health and Human Services Administration · doi:10.1177/107937390602900206 · Cited by 17 · see citing works
Police Responsiveness to Service-Related Requests
Rossler, M. T., & Terrill, W. (2012) · Police Quarterly · doi:10.1177/1098611111432679 · Cited by 16 · see citing works
Foley, T., & Terrill, W. (2008) · Victims & Offenders · doi:10.1080/15564880801938334 · Cited by 10 · see citing works
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Procedural Justice and Legal Compliance
Nagin, D. S., & Telep, C. W. (2017) · Annual Review of Law and Social Science · doi:10.1146/annurev-lawsocsci-110316-113310 · Cited by 409 · see citing works
Procedural justice and legal compliance: A revisionist perspective
Nagin, D. S., & Telep, C. W. (2020) · Criminology & Public Policy · doi:10.1111/1745-9133.12499 · Cited by 155 · see citing works
Weisburd, D., Telep, C. W., Vovak, H., Zastrow, T., Braga, A. A., & Turchan, B. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2118780119 · Cited by 153 · see citing works
“These indices were drawn from a prior SSO study that identified formative indices of PJ (26).”
MethodMirage of Police Reform: Procedural Justice and Police Legitimacy
University at Albany, S., Worden, R. E., McLean, S. J., & John F. Finn Institute for Public Safety, U. (2017) · Luminos · doi:10.1525/luminos.30 · Cited by 141 · see citing works
Dai, M. (2021) · The Police Journal: Theory, Practice and Principles · doi:10.1177/0032258x20960791 · Cited by 30 · see citing works
- Authors
- Jonathan-Zamir, T., Mastrofski, S. D., & Moyal, S.
- Affiliations
- Hebrew University of Jerusalem (IL)
- George Mason University (US)
- University of Pennsylvania (US)
- Corresponding author
- Jonathan-Zamir, Tal
- ORCID
- Jonathan-Zamir, Tal
- Venue
- Justice Quarterly
- Publisher
- Informa UK Limited
- Published
- 2013-10-29
- Volume
- 32
- Issue
- 5
- Pages
- 845-871
- ISSN
- 0741-8825 (ISSN-L)
- 1745-9109
- OpenAlex
- W2035119545
- Semantic Scholar
- 691ddc816c66c61147aee44e75aad17e19976180
- Cited by
- 189
- References
- 74
- Citations by year
- 2026: 9 · 2025: 13 · 2024: 17 · 2023: 16 · 2022: 33 · 2021: 15 · 2020: 24 · 2019: 8 · 2018: 13 · 2017: 16 · 2016: 13 · 2015: 8 · 2014: 4
- FWCI
- 49.30
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Justice Quarterly (publishedVersion)
- Funders
- George Mason University
- US-UK Fulbright Commission
- Topics
- Social Sciences › Political Science and International Relations › Policing Practices and Perceptions
- Social Sciences › Law › Criminal Justice and Penology
- Social Sciences › Public Administration › Public Policy and Administration Research
- Keywords
- procedural justice, police-citizen encounters, police behavior, scale development, formative measurement, reflective measurement, police legitimacy, observational assessment
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