Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments
The nonparametric assessment of police efficiency and effectiveness is challenging due to the stochastic nature of criminal behavior and the subjective dependence on multiple decision criteria, leading to different prospects depending on the regulation, necessity, or organizational objective. There...
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doaj-91dcb962e4a245989e9ba118a29acff02021-04-12T23:00:14ZengMDPI AGSustainability2071-10502021-04-01134251425110.3390/su13084251Multicriteria Ranking for the Efficient and Effective Assessment of Police DepartmentsThyago C. C. Nepomuceno0Cinzia Daraio1Ana Paula C. S. Costa2Technology Center, Federal University of Pernambuco, Caruaru 55014-900, BrazilDepartment of Computer, Control and Management Engineering Antonio Ruberti, Sapienza University of Rome, 00185 Roma, ItalyDepartment of Management Engineering, Federal University of Pernambuco, Recife 50740-550, BrazilThe nonparametric assessment of police efficiency and effectiveness is challenging due to the stochastic nature of criminal behavior and the subjective dependence on multiple decision criteria, leading to different prospects depending on the regulation, necessity, or organizational objective. There is a trade-off between sustainable efficiency and effectiveness in many police performance assessments, because many departments can be crime-specialized or cannot reproduce good results effectively on more severe or complex occurrences. This study aims to provide a non-compensatory ranking classification combining Conditional Frontier Analysis with the PROMETHEE II methodology for the multidimensional efficiency and effectiveness analysis of police. The results on Pernambuco (Brazil) Police departments offer interesting perspectives for public administrations concerning prioritizations of units based on the mitigation of resources and strategic objectives.https://www.mdpi.com/2071-1050/13/8/4251data envelopment analysisconditional frontier analysismulticriteria decision analysisPROMETHEE IIpolice efficiencypolice effectiveness |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Thyago C. C. Nepomuceno Cinzia Daraio Ana Paula C. S. Costa |
spellingShingle |
Thyago C. C. Nepomuceno Cinzia Daraio Ana Paula C. S. Costa Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments Sustainability data envelopment analysis conditional frontier analysis multicriteria decision analysis PROMETHEE II police efficiency police effectiveness |
author_facet |
Thyago C. C. Nepomuceno Cinzia Daraio Ana Paula C. S. Costa |
author_sort |
Thyago C. C. Nepomuceno |
title |
Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments |
title_short |
Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments |
title_full |
Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments |
title_fullStr |
Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments |
title_full_unstemmed |
Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments |
title_sort |
multicriteria ranking for the efficient and effective assessment of police departments |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2021-04-01 |
description |
The nonparametric assessment of police efficiency and effectiveness is challenging due to the stochastic nature of criminal behavior and the subjective dependence on multiple decision criteria, leading to different prospects depending on the regulation, necessity, or organizational objective. There is a trade-off between sustainable efficiency and effectiveness in many police performance assessments, because many departments can be crime-specialized or cannot reproduce good results effectively on more severe or complex occurrences. This study aims to provide a non-compensatory ranking classification combining Conditional Frontier Analysis with the PROMETHEE II methodology for the multidimensional efficiency and effectiveness analysis of police. The results on Pernambuco (Brazil) Police departments offer interesting perspectives for public administrations concerning prioritizations of units based on the mitigation of resources and strategic objectives. |
topic |
data envelopment analysis conditional frontier analysis multicriteria decision analysis PROMETHEE II police efficiency police effectiveness |
url |
https://www.mdpi.com/2071-1050/13/8/4251 |
work_keys_str_mv |
AT thyagoccnepomuceno multicriteriarankingfortheefficientandeffectiveassessmentofpolicedepartments AT cinziadaraio multicriteriarankingfortheefficientandeffectiveassessmentofpolicedepartments AT anapaulacscosta multicriteriarankingfortheefficientandeffectiveassessmentofpolicedepartments |
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1721529608603435008 |