The effect of big data analytics on predictive policing:the Mediation role of crisis management
Objective: The objective of this study is to evaluate the impact of big data analytics (BDA) on predictive policing, particularly examining the mediating role of crisis management in this relationship. Theoretical Framework: The research is anchored in the domain of big data analytics, focusing on...
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| Format: | Article |
| Language: | en |
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2024
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| Online Access: | http://eprints.uthm.edu.my/12543/1/J18041_d8e20e1fb2824716d501b387c1152e6f.pdf http://eprints.uthm.edu.my/12543/ https://doi.org/10.24857/rgsa.v18n2-119 |
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| author | Mohammad Aldallal Alkhazraji, Ibrahim Abdulla Yahya, Mohd Yamani |
| author_facet | Mohammad Aldallal Alkhazraji, Ibrahim Abdulla Yahya, Mohd Yamani |
| author_sort | Mohammad Aldallal Alkhazraji, Ibrahim Abdulla |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Objective: The objective of this study is to evaluate the impact of big data analytics (BDA) on predictive policing, particularly examining the mediating role of crisis management in this relationship.
Theoretical Framework: The research is anchored in the domain of big data analytics, focusing on its application within law enforcement for enhancing predictive policing capabilities. The study explores how crisis management
serves as a linkage between data analytics and predictive policing practices.
Method: The study gathered data from 450 individuals working across various police departments in Dubai, utilizing a questionnaire to collect responses. The analytical approach was based on Structural Equation Modeling,
conducted using AMOS software.
Results and Discussion: Findings from the research indicate that big data analytics significantly boosts predictive policing and crisis management. Importantly, crisis management was identified as a mediating factor between big data analytics and its efficacy in predictive policing. These results suggest that big data analytics not only directly enhances predictive policing but also improves it indirectly through effective crisis management.
Research Implications: This study underscores the importance of integrating big data analytics into police operations to advance predictive policing capabilities. It highlights the dual benefits of big data analytics in both direct application and enhancement through crisis management processes.
Originality/Value: This research contributes to the limited but growing body of literature on the application of big data analytics in predictive policing. It offers practical guidelines for police forces, especially within the UAE, to better harness big data for improving their operational effectiveness and crisis management strategies. The study also discusses broader implications for both practice and ongoing research in this evolving field. |
| format | Article |
| id | my.uthm.eprints-12543 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2024 |
| record_format | eprints |
| spelling | my.uthm.eprints-125432025-03-14T00:00:40Z http://eprints.uthm.edu.my/12543/ The effect of big data analytics on predictive policing:the Mediation role of crisis management Mohammad Aldallal Alkhazraji, Ibrahim Abdulla Yahya, Mohd Yamani QA Mathematics Objective: The objective of this study is to evaluate the impact of big data analytics (BDA) on predictive policing, particularly examining the mediating role of crisis management in this relationship. Theoretical Framework: The research is anchored in the domain of big data analytics, focusing on its application within law enforcement for enhancing predictive policing capabilities. The study explores how crisis management serves as a linkage between data analytics and predictive policing practices. Method: The study gathered data from 450 individuals working across various police departments in Dubai, utilizing a questionnaire to collect responses. The analytical approach was based on Structural Equation Modeling, conducted using AMOS software. Results and Discussion: Findings from the research indicate that big data analytics significantly boosts predictive policing and crisis management. Importantly, crisis management was identified as a mediating factor between big data analytics and its efficacy in predictive policing. These results suggest that big data analytics not only directly enhances predictive policing but also improves it indirectly through effective crisis management. Research Implications: This study underscores the importance of integrating big data analytics into police operations to advance predictive policing capabilities. It highlights the dual benefits of big data analytics in both direct application and enhancement through crisis management processes. Originality/Value: This research contributes to the limited but growing body of literature on the application of big data analytics in predictive policing. It offers practical guidelines for police forces, especially within the UAE, to better harness big data for improving their operational effectiveness and crisis management strategies. The study also discusses broader implications for both practice and ongoing research in this evolving field. 2024 Article PeerReviewed text en http://eprints.uthm.edu.my/12543/1/J18041_d8e20e1fb2824716d501b387c1152e6f.pdf Mohammad Aldallal Alkhazraji, Ibrahim Abdulla and Yahya, Mohd Yamani (2024) The effect of big data analytics on predictive policing:the Mediation role of crisis management. Revista de Gestão Social e Ambiental, 18 (2). pp. 1-38. https://doi.org/10.24857/rgsa.v18n2-119 |
| spellingShingle | QA Mathematics Mohammad Aldallal Alkhazraji, Ibrahim Abdulla Yahya, Mohd Yamani The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title | The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title_full | The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title_fullStr | The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title_full_unstemmed | The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title_short | The effect of big data analytics on predictive policing:the Mediation role of crisis management |
| title_sort | effect of big data analytics on predictive policing:the mediation role of crisis management |
| topic | QA Mathematics |
| url | http://eprints.uthm.edu.my/12543/1/J18041_d8e20e1fb2824716d501b387c1152e6f.pdf http://eprints.uthm.edu.my/12543/ https://doi.org/10.24857/rgsa.v18n2-119 |
| url_provider | http://eprints.uthm.edu.my/ |