Tools, methods, and some caveats to analyze the Brazilian Judiciary Performance data.
DOI:
https://doi.org/10.21118/apgs.v13i1.9225Keywords:
Judiciary Performance, OLS, PLS-SEM, IPMA, Non-LinearAbstract
Objective: it discusses the judiciary´s performance antecedents in Brazil. It based its model on the work of Dimitrova-Grajzl, Grajzl, Sustersic, and Zajc (2012) about the Slovenian courts.
Design: performance, human capital, expenditures, investment in new technologies, and caseload is measured using OLS, PLS-SEM, IPMA, and quadratic regression using CNJ data.
Findings: The quantitative results show workforce profiles in details, the linear relationship, and the moderating effect of workload as not significant, while its quadratic effect enriches the discussion about productivity.
Originality: the results and the methodological path and data caveats are opportunities for future works to explain the ambiguities when performance is compared using Dimitrova-Grajzl´s and present work models.
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Antonakis, J., Bendahan, S., Jacquart, P., & Lalive, R. (2010). On making causal claims: A review and recommendations. The Leadership Quarterly, 21(6), 1086–1120. https://doi.org/10.1016/j.leaqua.2010.10.010.
Bettis, R., Gambardella, A., Helfat, C., & Mitchell, W. (2014). Quantitative empirical analysis in strategic management. Strategic Management Journal, 953(April), 949–953. https://doi.org/10.1002/smj.
Capaldo, G., Costantino, N., Pellegrino, R., & Rippa, P. (2018). The Role of Risk in Improving Goal Setting in Performance Management Practices within Public Sector: An Explorative Research in Courts Offices in Italy. International Journal of Public Administration, 41(12), 986–997. https://doi.org/10.1080/01900692.2017.1317799
CNJ (2016). Justiça em Números 2016 (ano-base 2015). Retrieved November 27,2016, from.http://www.cnj.jus.br/files/conteudo/arquivo/2016/10/b8f46be3dbbff344931a933579915488.pdf
Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences (Third). Mahwah, NJ: Lawrence Erlbaum Associates.
Dimitrova-Grajzl, V., Grajzl, P., Sustersic, J., & Zajc, K. (2012). Court output, judicial staffing, and the demand for court services: Evidence from Slovenian courts of first instance. International Review of Law and Economics, 32(1), 19–29. https://doi.org/10.1016/j.irle.2011.12.006.
Falavigna, G., Ippoliti, R., Manello, A., & Ramello, G. B. (2015). Judicial productivity, delay and efficiency: A Directional Distance Function (DDF) approach. European Journal of Operational Research, 240(2),592-601.http://dx.doi.org/10.1016/j.ejor.2014.07.014.
Fox, J. & Weisberg, S. (2011). An {R} Companion to Applied Regression, Second Edition. Thousand Oaks CA: Sage.URL: http://socserv.socsci.mcmaster.ca/jfox/Books/Companion.
Gomes, A. O., Alves, S. T., & Silva, J. T. (2018). Effects of investment in information and communication technologies on productivity of courts in Brazil. Government Information Quarterly, 35(3), 480-490. https://doi.org/10.1016/j.giq.2018.06.002.
_____, A. de O., & Guimarães, T. de A. (2013). Desempenho no Judiciário. Conceituação, estado da arte e agenda de pesquisa. Rev. Adm. Pública, 47(2), 379–401.
_____, A. O., Guimaraes, T. A., & Akutsu, L. (2017). Court Caseload Management: The Role of Judges and Administrative Assistants. RAC - Revista de Administração Contemporânea, 21(5), 648–665. https://doi.org/http://dx.doi.org/10.1590/1982-7849rac2017160179.
Guimaraes, T. A., Gomes, A. O., & Filho, E. R. G. (2018). Administration of justice: an emerging research field. RAUSP Management Journal, 53(3), 476–482. https://doi.org/10.1108/RAUSP-04-2018-010.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2009). Analise multivariada de dados. (Bookman, Ed.), Bookman (6th ed.). Porto Alegre: Bookman.
Hair, Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks: Sage.
Head, M. L., Holman, L., Lanfear, R., Kahn, A. T., & Jennions, M. D. (2015). The Extent and Consequences of P-Hacking in Science. PLOS Biology, (March), 1–16. https://doi.org/10.1371/journal.pbio.1002106.
Jaccard, J., & Jacoby, J. (2010). Theory construction and model-buildind skills: a practical guide for social scientists. New York, NY: The Guilford Press. Retrieved from www.guilford.com.
Louro, A. C., Santos, W. R., & Zanquetto-Filho, H. (2017). Productivity antecedents of Brazilian courts of justice: Evidence from Justiça em números. BAR - Brazilian Administration Review, 14(4). https://doi.org/10.1590/1807-7692bar2017170032
Mitsopoulos, M., & Pelagidis, T. (2007). Does staffing affect the time to dispose cases in Greek courts? International Review of Law and Economics, 27(2), 219–244. https://doi.org/10.1016/j.irle.2007.06.001.
Moosbrugger, H., Schermelleh-engel, K., Kelava, A., & Klein, A. G. (2009). 6. testing multiple nonlinear effects in structural equation modeling: a comparison of alternative estimation approaches. In T. Teo & M. S. Khine (Eds.), Structural equation modelling in educational research: Concepts and applications. Rotterdam, The Netherlands: Sense. (pp. 103–136).
Ng, G. Y. (2011). A discipline of judicial governance? Ultrecht Law Review, 7(1), 102–116.
Nogueira, J. M. M., Oliveira, K. M. M. de, Vasconcelos, A. P. de, & Oliveira, L. G. L. (2012). Estudo exploratório da eficiência dos Tribunais de Justiça estaduais brasileiros usando a Análise Envoltória de Dados (DEA). Rev. Adm. Pública, 46(5), 1317–1340. https://doi.org/10.1590/s0034-76122012000500007.
Procopiuck, M. (2018). Information technology and time of judgment in specialized courts: What is the impact of changing from physical to electronic processing? Government Information Quarterly. https://doi.org/10.1016/j.giq.2018.03.005.
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Sadek, M. (2004). Poder Judiciário: perspectivas de reforma. Opinião Pública, X, 1–62. Retrieved from: http://www.scielo.br/scielo.php?pid=S0104-62762004000100002&script=sci_arttext
Teixeira, J. C., Bigotte, J. F., Repolho, H. M., & Antunes, A. P. (2018). Location of courts of justice: The making of the new judiciary map of Portugal. European Journal of Operational Research. https://doi.org/10.1016/j.ejor.2018.06.029.
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