HAJJ MANAGEMENT MODELS: A COMPREHENSIVE REVIEW AND FUTURE RESEARCH AGENDA USING SCOPUS AI ANALYTICS
DOI:
https://doi.org/10.35631/JTHEM.1143007Keywords:
Hajj Management Models, Maqasid Al-Syariah and Islamic Governance, Pilgrimage Logistics, Technological Integration, Supply Chain Management in HajjAbstract
The management of the hajj pilgrimage presents one of the most complex logistical and organizational challenges in the world, involving millions of pilgrims in a confined geographical area within a limited timeframe. Despite numerous technological and managerial innovations such as RFID-enabled tracking, e-Hajj systems, AI-based crowd management and blockchain-supported healthcare logistics. These current practices remain fragmented and lack a comprehensive framework that integrates operational efficiency with the spiritual, cultural and social dimensions of the pilgrimage. Addressing this gap, the aim of this study is to provide a comprehensive review of hajj management models and propose directions for future research that align technological integration with Islamic perspectives and sustainable practices. Using Scopus AI Analytics, the review synthesizes evidence through a systematic exploration of academic literature, including summaries, expanded summaries, concept mapping, topic expert identification and emerging theme analysis. The findings highlight four consistent research trajectories: (i) technological integration through AI, IoT and machine learning for predictive crowd and health management; (ii) supply chain frameworks adapted for resource allocation and service delivery; (iii) Islamic perspectives emphasizing Maqasid al-Syariah, financial stewardship and conflict resolution; and (iv) holistic models that incorporate pilgrim well-being, education and inclusivity. These insights suggest that while significant progress has been made in addressing operational challenges, future research should focus on developing integrative frameworks that unify technology, governance and spirituality. The study contributes both theoretically by situating hajj management within interdisciplinary management discourse and practically by offering policymakers, hajj authorities and service providers actionable guidance for safer, more efficient and spiritually enriching pilgrim experiences.
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References
Abdoh, E. S. (2025). Utilizing information technology to address challenges in Hajj and Umrah: A narrative review. Journal of Information Studies & Technology (JIS&T), 2025(2). https://doi.org/10.5339/jist.2025.12
Abdul Cader, A. (2017). Islamic principles of conflict management: A model for human resource management. International Journal of Cross-Cultural Management, 17(3), 345–363. https://doi.org/10.1177/1470595817740912
Abdullah Haidar, & Siti Annisa Satifa. (2023). Bibliometric Analysis of Publication Paper Themes for Hajj Services over the Period of COVID-19 Pandemic. Milkiyah: Jurnal Hukum Ekonomi Syariah, 2(2), 85–94. https://doi.org/10.46870/milkiyah.v2i2.440
Abi Sen, A. A., Alsaawy, Y., Alkhodre, A., Bahbouh, N. M., & Alhaboob, M. (2021). Smart street design for managing crowds in Hajj. In Proceedings of the 2021 8th International Conference on Computing for Sustainable Global Development (INDIACom 2021) (pp. 385–389). IEEE. https://doi.org/10.1109/INDIACom51348.2021.00067
Afriani, A., Bahri, S., & Ishak, T. (2020). Peran Kantor Kementerian Agama Kabupaten Aceh Utara dalam Melaksanakan Sistem Informasi dan Komputerisasi Haji Terpadu. HUMANIS: Jurnal Ilmu Administrasi Negara, 6(2), 112–125. https://doi.org/10.52137/humanis.v6i1.22
Alafif, T., Jassas, M., Abdel-Hakim, A. E., Alfattni, G., Althobaiti, H., Ikram, M., Alharbi, A., Alsharif, H., AlShamrani, M., Alharbi, E., Alsubait, T., Alhawsawi, A., Alsolami, B., & Khayyat, K. (2025). Toward an integrated intelligent framework for crowd control and management (IICCM). IEEE Access, 13, 58559–58575. https://doi.org/10.1109/ACCESS.2025.3555154
Albalwy, F. (2025). Blockchain-enabled medical supply chain architecture for rapid response in Hajj. In Lecture Notes in Networks and Systems (Vol. 1139, pp. 417–425). Springer. https://doi.org/10.1007/978-981-97-7603-0_35
Alhajaji, R., Alfahmi, M., Alamri, S. A., Alamri, A. A., Al Sulaiman, K., Alsugair, S. I., & Alsulimani, H. A. (2025). Neisseria Meningitidis Carriage Among Hajj and Umrah Pilgrims: A Systematic Review and Meta-Analysis. European Journal of Medical Research, 30(1), 710. https://doi.org/10.1186/s40001-025-02926-4
AlJahdali, I. A., Adly, H. M., & Alshahrani, A. Y. (2024). Strategic Enhancement of Healthcare Services During the Hajj Season in Makkah: A Comprehensive Geographic Information System (GIS) Analysis. Cureus. https://doi.org/10.7759/cureus.68030
Alshaibi, M., Bahaitham, H., & Elshennawy, A. (2023). Service quality between tourism and pilgrimage: A literature review. Journal of Management and Engineering Integration, 16(1), 27–39. https://doi.org/10.62704/10057/25981
Alshamrani, M. (2022). IoT and artificial intelligence implementations for remote healthcare monitoring systems: A survey. Journal of King Saud University-Computer and Information Sciences, 34(8), 4687-4701.
Alshamrani, M., Farahat, F., Alzunitan, M., Hasan, M. A., Alsherbini, N., Albarrak, A., Johani, S. M. A., shibl, A., Al-Tawfiq, J. A., Zumla, A., & Memish, Z. A. (2024). Hajj vaccination strategies: Preparedness for risk mitigation. Journal of Infection and Public Health, 17(11). https://doi.org/10.1016/j.jiph.2024.102547
Alsulaiman, S. A., & Rentner, T. L. (2024). When all goes as planned: A case study of Hajj and the best crisis communication strategies for practitioners planning mega-events. Humanities and Social Sciences Communications, 11, 1570. https://doi.org/10.1057/s41599-024-04108-9
Alzahrani, R., & Algethami, N. (2025). Leveraging machine learning for optimal pilgrim crowd management. Electronics (Switzerland), 14(13), 2507. https://doi.org/10.3390/electronics14132507
Aripin, J. (2025). Hajj fund investment: A comparative contemporary fiqh study on Maslahah and public policy perspectives in Indonesia. MILRev: Metro Islamic Law Review, 4(1), 360–388. https://doi.org/10.32332/milrev.v4i1.10424
Baisya, R. (2024). Supply Chain and Logistics Management: An Integrated Approach (1st ed.). Routledge India. https://doi.org/10.4324/9781003469063
Binsawad, M., & Albahar, M. (2022). A technology survey on IoT applications serving Umrah and Hajj. Applied Computational Intelligence and Soft Computing, 2022, 1919152. https://doi.org/10.1155/2022/1919152
Elgammal, I., & Alhothali, G. T. (2021). Towards green pilgrimage: A framework for action in Makkah, Saudi Arabia. International Journal of Religious Tourism and Pilgrimage, 9(1), 39–57. https://doi.org/10.21427/69x1-d516
Felemban, E., Rehman, F. U., Muaz Qamar, A., & Ahmed, A. (2020). A framework to extract trip informatics for individuals and groups using mobile sensory data in mass gathering events. In Proceedings of the 2020 IEEE International Conference on Big Data (Big Data 2020) (pp. 5665–5667). IEEE. https://doi.org/10.1109/BigData50022.2020.9378255
Hariharasudan, A., Kot, S., & Sangeetha, J. (2021). The decades of research on scm and its advancements: Comprehensive framework. Acta Logistica, 8(4), 455–477. https://doi.org/10.22306/al.v8i4.264
Khan, A., Alahmari, A., Almuzaini, Y., Alturki, N., Aburas, A., Alamri, F. A., ... & Jokhdar, H. A. (2021). The role of digital technology in responding to COVID-19 pandemic: Saudi Arabia’s experience. Risk Management and Healthcare Policy, 3923-3934.
Makrum. (2020). Hajj, its Islamic perspective, management and role of supply chain in Indonesian perspectives. International Journal of Supply Chain Management, 9(1), 794–804.
Masruroh, A., Rodoni, A., & Pontjowinoto, I. P. (2023). Optimizing Hajj Fund Management through Strategic Asset Allocation in Islamic Finance Instrument. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 287–306. https://doi.org/10.15408/sjie.v12i2.34403
Mohammed, R. Y. M., Abdulaziz, K., & Yaqub, M. Z. (2024). The role of relationship quality in collaborative knowledge networks and organizational learning in enhancing the quality of Hajj services. Organizational Cultures, 24(1), 73–99. https://doi.org/10.18848/2327-8013/CGP/v24i01/73-99
Nahason, A., Pricilia, A., Senduk, N. T. J., & Chandra, Y. U. (2024). The Benefits and Challenges of IoT in Supply Chain Management Based on SCOR Model for Innovation in Technology. 2024 3rd International Conference for Innovation in Technology, INOCON 2024. https://doi.org/10.1109/INOCON60754.2024.10512342
Owaidah, A., Olaru, D., Bennamoun, M., Sohel, F., & Khan, N. (2019). Review of modelling and simulating crowds at mass gathering events: Hajj as a case study. Journal of Artificial Societies and Social Simulation, 22(2), Article 9. https://doi.org/10.18564/jasss.3997
Patel, B. S., Nagariya, R., Singh, R. Kr., Sambasivan, M., Yadav, D. K., & Vlachos, I. P. (2022). Development of the House of Collaborative Partnership to overcome supply chain disruptions: evidence from the textile industry in India. Production Planning & Control, 35(8), 770–793. https://doi.org/10.1080/09537287.2022.2135142
Prasetyaningsih, E., Muhamad, C. R., & Amolina, S. (2020). Assessing supply chain performance by adopting Supply Chain Operation Reference (SCOR) model. IOP Conference Series: Materials Science and Engineering, 830(3). https://doi.org/10.1088/1757-899X/830/3/032083
Purkon, A. (2021). Political parties and Islamic law positivization in contemporary Indonesian governance. Humanities & Social Sciences Reviews, 9(2), 75–86. https://doi.org/10.18510/hssr.2021.928
Rmili, H., Yousaf, J., Boularess, O., Noman, M., Hakim, B., Aseeri, M., Bensaleh, M., & Tahir, F. A. (2025). Enhancing Hajj pilgrimage experience and crowd management through Hajj-related keywords-based chipless RFID tags. Alexandria Engineering Journal, 119, 56–63. https://doi.org/10.1016/j.aej.2025.01.125
Samsudin, A. A., Aziz, A., Ma’arif Syam, R., Hasbi, M. Z. N., & Prabuwono, A. S. (2023). Hajj funds management based on Maqasid al-Syariah: A proposal for Indonesian context. Al-Ihkam: Jurnal Hukum dan Pranata Sosial, 18(2), 544–567. https://doi.org/10.19105/al-lhkam.v18i2.7268
Shah, A. A. (2024). Enhancing hajj and umrah rituals and crowd management through AI technologies: a comprehensive survey of applications and future directions. IEEE Access.
Sirna, I. K., Komalasari, Y., & Prasiasa, D. P. O. (2024). Mapping the Embarkation Haji dormitory model equivalent to a star rating hotel to empower local communities and improve the national economy. Edelweiss Applied Science and Technology, 8(6), 870–885. https://doi.org/10.55214/25768484.v8i6.2176
Yezli, S., Ehaideb, S., Yassin, Y., Alotaibi, B., & Bouchama, A. (2024). Escalating climate-related health risks for Hajj pilgrims to Mecca. Journal of Travel Medicine, 31(4). https://doi.org/10.1093/jtm/taae042
