Analytical Hierarchy Process (AHP) in Decision-Making: A Bibliometric Study
DOI:
https://doi.org/10.63822/mwev5757Keywords:
Analytical Hierarchy Process, Bibliometric Analysis, Decision-Making, Financial Management, Risk Management.Abstract
This study examines the intellectual trajectory and thematic evolution of Analytical Hierarchy Process (AHP) research in decision-making, with particular emphasis on financial management and risk management contexts, using a bibliometric approach. Quantitative bibliometric analysis was conducted using 483 scientific articles retrieved from the Scopus database, processed through VOSviewer software to map publication trends, author and country collaboration networks, and evolving research themes through co-authorship and co-occurrence analyses.
AHP remains a prevalent and methodologically versatile tool in multi-criteria decision-making, with dominant scholarly contributions from China, the United States, and India. Thematically, the literature clusters around risk assessment, multi-criteria decision making, and decision support systems, while emerging trends indicate increasing integration with fuzzy logic and Geographic Information System (GIS) technologies. Practitioners and policymakers in financial management and risk-intensive sectors can draw on AHP-based frameworks to structure complex, multi-criteria evaluations more systematically. This study provides a comprehensive bibliometric mapping of AHP research in management and finance, revealing fragmentation in global collaboration networks and identifying underexplored intersections between AHP and emerging digital technologies as productive directions for future research.
Downloads
References
Adelia, A., Rahman, M. H., Muthahari, M. W., Pramisya, F. L., Ariswati, L. D., & Kesuma, M. R. (2025). Navigating digital business performance: A bibliometric exploration and integrated evaluation framework. Ekopedia: Jurnal Ilmiah Ekonomi, 1(4), 3222-3236. https://doi.org/10.63822/yxfn4k21
Anggraini, C., Janaldo, W., Sudarmiatin, & Wijayanti, T. (2025). Bibliometric analysis with VOSviewer on digital transformation implications toward social enterprise in the digital era. Humanity Advance, Business & Sciences (IJHABS), 401-412.
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007
Ariswati, L. D., Kesuma, M. R., Aini, R. N., Irianto, E. D. O., Widaryo, C. M., & Henrika, M. (2025). Does financial literacy drive SME success in resource-rich regions? Priviet Social Sciences Journal, 5(11), 308-321. https://doi.org/10.55942/pssj.v5i11.714
Ashour, M., & Mahdiyar, A. (2024). A comprehensive state-of-the-art survey on the recent modified and hybrid analytic hierarchy process approaches. Applied Soft Computing, 150, 111014. https://doi.org/10.1016/j.asoc.2023.111014
Azmi, R., Pranesty, T. K., Puteri, R., Febrianty, Z., Hasanah, R., Irianto, E. D. O., & Kesuma, M. R. (2026). Dinamika rasionalitas terbatas dan pengambilan keputusan: Perspektif bibliometrik. Ekopedia: Jurnal Ilmiah Ekonomi, 2(2), 3525-3541. https://doi.org/10.63822/fxjy8830
Bargueño, D. R., Salomon, V. A. P., Marins, F. A. S., Palominos, P., & Marrone, L. A. (2021). State of the art review on the analytic hierarchy process and urban mobility. Mathematics, 9(24), 1-13. https://doi.org/10.3390/math9243179
Canco, I., Kruja, D., & Iancu, T. (2021). AHP, a reliable method for quality decision making: A case study in business. Sustainability, 13(24), 13932. https://doi.org/10.3390/su132413932
Castelló-Sirvent, F. (2022). A fuzzy-set qualitative comparative analysis of publications on the fuzzy sets theory. Mathematics, 10(8). https://doi.org/10.3390/math10081322
Chairani, N. S., Najwa, N. A., Kartika, S. A., & Kesuma, M. R. (2026). How has digital transformation reshaped personal financial management behavior research? Moneter: Jurnal Ekonomi dan Keuangan, 4(1), 85-106. https://doi.org/10.61132/moneter.v4i1.2050
Cui, Y. (2025). Investigation of urban land development and utilization using an intelligent AHP algorithm and decision support system. Scientific Reports, 15, 19048. https://doi.org/10.1038/s41598-025-03181-7
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133(3), 285-296. https://doi.org/10.1016/j.jbusres.2021.04.070
Emrouznejad, A., & Marra, M. (2017). The state-of-the-art development of AHP (1979-2017): A literature review with a social network analysis. International Journal of Production Research, 55(22), 6653-6675. https://doi.org/10.1080/00207543.2017.1334976
Ilmahdy, A. N., Thio, O., Shalehah, N. N., Pratama, S. R. H., Henrika, M., & Kesuma, M. R. (2025). The nexus of digitalization and innovation in business processes: A bibliometric analysis and identification of research gaps. Anggaran: Jurnal Publikasi Ekonomi dan Akuntansi, 3(4), 145-161. https://doi.org/10.61132/anggaran.v3i4.1960
Korip, Z. M., Assyifa, A. R., Mantika, S. U., Kesuma, M. R., & Ariswati, L. D. (2025). A bibliometric analysis of financial literacy and financial planning research. Ekopedia: Jurnal Ilmiah Ekonomi, 1(4), 3354-3374. https://doi.org/10.63822/31gje388
Maulana, M. D., Mandese, R. R., Adyutasara, D., Kesuma, M. R., & Irianto, E. D. O. (2026). Public financial management: A bibliometric analysis of research trends and influential publications. Ekopedia: Jurnal Ilmiah Ekonomi, 2(1), 22-36. https://doi.org/10.63822/gt0sws91
Mawadah, N., Auliyawati, A., Hendi, H., Mangkona, A. A., Aprilia, V., Widaryo, C. M., & Kesuma, M. R. (2026). Bibliometric analysis of decision-making in crisis management: Mapping intellectual structures and contextual gaps in financial management with emphasis on emerging markets. Ekopedia: Jurnal Ilmiah Ekonomi, 2(2), 3448-3463. https://doi.org/10.63822/33y71743
Moslem, S., Saraji, M. K., Mardani, A., Alkharabsheh, A., Duleba, S., & Esztergar-Kiss, D. (2023). A systematic review of analytic hierarchy process applications to solve transportation problems: From 2003 to 2022. IEEE Access, 11(1), 11973-11990. https://doi.org/10.1109/ACCESS.2023.3234298
Mukherjee, K. (2014). Analytic hierarchy process and technique for order preference by similarity to ideal solution: A bibliometric analysis from past, present and future of AHP and TOPSIS. International Journal of Intelligent Engineering Informatics, 2(2/3), 96. https://doi.org/10.1504/ijiei.2014.066210
Nugraha, M. A. (2025). Multi-criteria decision-making in road maintenance: An AHP-based approach. International Journal of the Analytic Hierarchy Process, 17(3), 1-43. https://doi.org/10.13033/ijahp.v17i3.1307
Rafasya, D. K., Limbong, J. A., Farich, S. N., Nakhat, S. S. R., Widaryo, C. M., & Kesuma, M. R. (2026). Technology adoption in SMEs: Unraveling bibliometric patterns and public policy influences. Jejak Digital: Jurnal Ilmiah Multidisiplin, 2(1), 86-99. https://doi.org/10.63822/gzytfc30
Rochman, S., Rustaman, N., Ramlan Ramalis, T., Amri, K., Yanuar Zukmadini, A., Ismail, I., & Hongko Putra, A. (2024). How bibliometric analysis using VOSviewer contributes to research synthesis. ASEAN Journal of Science and Engineering, 4(2), 251-294.
Saaty, T. L. (2008). Decision making with the analytic hierarchy process. International Journal of Services Sciences, 1(1), 83-98. https://doi.org/10.1504/IJSSCI.2008.017590
Simangunsong, A. P. B., Feryanto, F., Halomoan Sinaga, T., Henrika, M., & Kesuma, M. R. (2026). Who decides the household budget? Bibliometric insights into intrahousehold dynamics. Ekopedia: Jurnal Ilmiah Ekonomi, 2(1), 122-135. https://doi.org/10.63822/3b4dvz96
Sreenivasan, A., Suresh, M., Nedungadi, P., & Raman, R. R. (2023). Mapping analytical hierarchy process research to sustainable development goals: Bibliometric and social network analysis. Heliyon, 9, e19077. https://doi.org/10.1016/j.heliyon.2023.e19077
Usada, S., Erlangga, R., Yahya, R. A., Kayla, N., & Kesuma, M. R. (2025). Digital business models in the Industry 4.0 era: A bibliometric lens on evolutionary trends and scholarly trajectories. Jejak Digital: Jurnal Ilmiah Multidisiplin, 2(1), 141-154. https://doi.org/10.63822/mmebf884
Wibowo, B., Edyanto, C., Satrio, R., Aini, R., & Kesuma, M. R. (2026). Financial management in the context of globalization: A bibliometric study. Ekopedia: Jurnal Ilmiah Ekonomi, 2(1), 37-51. https://doi.org/10.63822/atc9bc19
Witt, T., & Klumpp, M. (2021). Multi-period multi-criteria decision making under uncertainty: A renewable energy transition case from Germany. Sustainability, 13(11), 6300. https://doi.org/10.3390/su13116300
Yahya, L., Gracyella, I., Salsabila, R., Widaryo, C. M., & Kesuma, M. R. (2026). How does finance drive international business evolution? A bibliometric network view. Trending: Jurnal Manajemen dan Ekonomi, 4(1), 195-214. https://doi.org/10.30640/trending.v4i1.5692
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Desvita Putri Maharani, Syahfiah Syahfiah, Wiola Wasa Pebrina Herda, Jelita Jelita, Retno Fitrian Nastiti, Muhammad Ramadhani Kesuma (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.


