A Triple Helix Approach to Prioritizing Key Problems in Zakat Performance: An Analytic Network Process Study from South Sulawesi
DOI:
https://doi.org/10.15642/mzw.2026.8.1.50-82Abstract
Zakat holds substantial potential as an Islamic social finance instrument for poverty alleviation and inclusive economic development; however, its performance in many regions remains constrained not only by governance inefficiencies but also by limitations in how zakat management problems are identified and analyzed. Existing studies often rely on partial, single-actor, or linear approaches that fail to capture the complex interdependencies among stakeholders, resulting in less accurate prioritization of key issues. This limitation necessitates a more integrative and multi-actor analytical framework. Grounded in the Triple Helix framework, this study conceptualizes zakat governance as an interactive system involving experts (academia), regulators (government), and practitioners (zakat institutions). The study aims to identify and prioritize key problems affecting zakat performance in South Sulawesi by integrating these multi-actor perspectives within a structured decision-making model. This study employs the Analytic Network Process (ANP) to capture the interdependencies among problem clusters across institutional, community, and government dimensions. The results indicate that institutional problems constitute the most critical constraint to zakat performance, followed by government and community problems. Key institutional bottlenecks include weak governance, inadequate service quality, and low transparency and accountability. At the community level, low public zakat literacy emerges as the dominant barrier, while the absence of integrated data systems and weak local government support represent major governmental constraints. The findings imply that improving zakat performance requires coordinated and sequenced reforms encompassing regulatory coherence, institutional governance strengthening, and community engagement.
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References
Amin, Rahma, Herlina Sulaiman, and Indriani Muin. “Patron Client in Political Corruption in Circles South Sulawesi BUMD ((Regional Owned Enterprises)).” Al-Amwal Journal of Islamic Economic Law 9, no. 1 (2024): 18–35. https://doi.org/10.24256/alw.v9i1.4897.
Ansoriyah, Faizatul, Kushandajani Kushandajani, Hartuti Purnaweni, Retno S Astuti, and Son Haji. “Identifying Public Value of Zakat Management Organizations: A Review of Muzaki’s Perception.” Dinika Academic Journal of Islamic Studies 8, no. 1 (2023): 1–21. https://doi.org/10.22515/dinika.v8i1.6664.
Bakri, Nur A, Wan A Endut, Suraya Ismail, and Roshaiza Taha. “Financial Report of Zakat Institutions: Guidelines and Accounting Standard.” International Journal of Academic Research in Business and Social Sciences 12, no. 1 (2022). https://doi.org/10.6007/ijarbss/v12-i1/11468.
BAZNAS Provinsi Sulawesi Selatan. “BAZNAS RI Dukung BAZNAS Se-Provinsi Sulsel Wujudkan Standar Tata Kelola Dana ZIS DSKL,” 2024. https://sulsel.baznas.go.id/news-show/Transparansi/12176?back=https://sulsel.baznas.go.id/news-all.
Cai, Yuzhuo, and Annina Lattu. “Triple Helix or Quadruple Helix: Which Model of Innovation to Choose for Empirical Studies?” Minerva 60, no. 2 (2022): 257–80.
Chaerani, Eva Y, and Amrie Firmansyah. “Regional Revenues, Audit Opinions, Local Government Financial Performance: The Moderating Role of Capital Expenditure.” Riset 6, no. 1 (2024): 90–103. https://doi.org/10.37641/riset.v6i1.2064.
Chotib, Moch, Muhammad Fauzinudin Faiz, and Ikhsan Abdullah. “Establishing a Zakat Culture Based on Good Zakat Governance and Good Zakat Empowerment in Indonesia.” Journal of Islamic Economics Perspectives 5, no. 2 (September 4, 2023): 1–11. https://doi.org/10.35719/jiep.v5i2.121.
Creswell, John W, and J David Creswell. Research Design Qualitative, Quantitative, and Mixed Methods Approaches. 5th ed. New York, NY: SAGE Publications, Inc, 2017. http://www.ceil-conicet.gov.ar/wp-content/uploads/2015/10/Creswell-Cap-10.pdf.
Danila, Raudah, Rafeah Mat Saat, and Ku Maisurah Ku Bahador. “Trust and Religiosity: Integrating Technological Acceptance Factors Into the Extended Unified Theory of Acceptance and Use of Technology (UTAUT) Model for Zakat Online Payment Systems.” Journal of Advanced Research in Applied Sciences and Engineering Technology 53, no. 2 (2024): 199–214. https://doi.org/10.37934/araset.53.2.199214.
Fadilah, Sri, Yuhka Sundaya, Rini Lestari, Yuni Rosdiana, Mey Maemunah, and Azlan S Ali. “Performance Measurement of Zakat Utilization: The Effectiveness of Zakat Distribution.” Kne Social Sciences, 2023. https://doi.org/10.18502/kss.v8i18.14344.
Haidar, Abdullah, and Siti A Satifa. “Review of COVID-19 Impact and Islamic Social Finance.” Jeksyah (Islamic Economics Journal) 3, no. 02 (2023): 88–101. https://doi.org/10.54045/jeksyah.v3i02.999.
Hassan, M K, M Z H Khan, M A Miah, and M K Islam. “The National-Level Potential of Zakat and Its Integration into the Fiscal Framework: Sector-Specific Insights from the Economy of Bangladesh.” International Journal of Islamic and Middle Eastern Finance and Management 17, no. 1 (2024): 146–69. https://doi.org/10.1108/IMEFM-09-2023-0313.
Hendar, Jejen, Neni Ruhaeni, and Asep H Zakiran. “The Concept of Safe Zakat Management According to the Provisions of the Prevailing Laws and Regulations in Indonesia.” Kne Social Sciences, 2023. https://doi.org/10.18502/kss.v8i18.14266.
Herdian, Dita. “The Role of Islamic Philanthropy in Poverty Alleviation: A Systematic Literature Review of Concepts, Mechanism, and Practical Challenges.” Shacral Shari Ah Economics Review Journal 2, no. 1 (2025): 262–81. https://doi.org/10.62952/shacral.v2i1.66.
Herianingrum, S, I Supriani, R Sukmana, E Effendie, T Widiastuti, Q Fauzi, and A Shofawati. “Zakat as an Instrument of Poverty Reduction in Indonesia.” Journal of Islamic Accounting and Business Research 15, no. 4 (2024): 643–60. https://doi.org/10.1108/JIABR-11-2021-0307.
Herlina, Sri, Dana Syahputra Barus, and Muhammad Syahbudi. “The Triple Helix Model of Islamic Social Financial Institutions Achieves SDGs 2030 Finance in North Sumatra.” Electronic Journal of Education Social Economics and Technology 6, no. 2 (2025): 1228. https://doi.org/10.33122/ejeset.v6i2.1228.
Hernawati, Nopi, Mey Maemunah, and Ririn S Kuntorini. “Effectiveness Zakat Operational Risk Management on the Pandemic Era of Covid 19,” 2022. https://doi.org/10.2991/assehr.k.220407.037.
Hidayatullah, A, and A Priantina. “Toward Zakat Management Integration in Indonesia: Problems and Solution.” Ahkam: Jurnal Ilmu Syariah 18, no. 2 (2018): 321–46. https://doi.org/10.15408/ajis.v18i2.6319.
Imsar, Imsar, Febriandi Akbar Sitompul, and Juliana Nasution. “Pengaruh Dana Zakat, Pembiayaan Syariah, Anggaran Penerimaan Dan Belanja Negara (APBN) Terhadap Tingkat Kemiskinan Dengan Indeks Pembangunan Manusia Sebagai Variabel Intervening.” Oikonomika Jurnal Kajian Ekonomi Dan Keuangan Syariah 4, no. 1 (2023): 1–13. https://doi.org/10.53491/oikonomika.v4i1.557.
Isnaniati, Siti, Beby H Agustin, and Ni M A Sriwathi. “Zakat Governance in Lazisnu Kediri District.” Icobuss 3, no. 1 (2023): 41–50. https://doi.org/10.24034/icobuss.v3i1.342.
Jaenudin, M, and Ali Hamdan. “Penilaian Dampak Zakat, Infak, Sedekah Terhadap Kemiskinan Spiritual Dan Material Penerima Manfaat Laznas LMI: Pendekatan CIBEST.” Jurnal Ekonomi Syariah Teori Dan Terapan 9, no. 3 (2022): 362–78. https://doi.org/10.20473/vol9iss20223pp362-378.
Khalidin, Bismi, Armiadi Musa, Mertisa Fardesi, and Nur Ulfia. “Islamic Economics Towards the Sustainability of Economic Development.” International Journal of Social Science Humanity & Management Research 03, no. 11 (2024). https://doi.org/10.58806/ijsshmr.2024.v3i11n16.
Kismawadi, E R. “Islamic Fintech: Navigating the Regulatory Framework and Promoting Financial Inclusion in Gulf Cooperation Council (GCC) Countries.” Journal of Islamic Marketing, 2024. https://doi.org/10.1108/JIMA-02-2023-0061.
Lambali, Suryadi. “The Role of the Indigenous Knowledge System of the Community Model Intergovernmental Cooperation in Education Program Guide in the Province of South Sulawesi.” Iapa Proceedings Conference, 2019, 351. https://doi.org/10.30589/proceedings.2018.209.
Ma’ruf, Aminudin, Cut Meutia Chalifatunnisa, Silvya Miftahul Hasanah, and Cindy Puspitasari. “Zakat Development Towards Sustainable Economic Growth.” Eksyar Jurnal Ekonomi Syari Ah & Bisnis Islam 9, no. 2 (2022): 158–72. https://doi.org/10.54956/eksyar.v9i2.389.
Mohamad, Shamsher, and Zulkarnain Muhamad Sori. “Governance Issues in Managing Zakat Funds.” I-Iecons E-Proceedings, 2023, 960–65. https://doi.org/10.33102/iiecons.v10i1.116.
Mulindra, Mega A, Ira Novianty, and Iwan Setiawan. “Muzakki’s Perception Regarding Implementation Good Corporate Governance (GCG) Against Muzakki’s Trust in OPZ.” Indonesian Journal of Economics and Management 3, no. 3 (2023): 582–91. https://doi.org/10.35313/ijem.v3i3.4876.
Nasution, Harmon Amir, Dwi Maisyaroh, Rindi Anita, and Salsabila Azky. “Sejarah Kebijakan Fiskal Dalam Islam.” Al-Ma’lumat: Jurnal Ilmu-Ilmu KeIslaman 1, no. 2 (2023): 72–80.
Nawi, Rusdin. “Managerial Performance-Based Education and Training in South Sulawesi.” Khazanah Sosial 4, no. 3 (2022): 434–46. https://doi.org/10.15575/ks.v4i3.19012.
Patasik, D, Irwan R Rahim, and S Hamzah. “Comparative Study of Delay Factors in Construction Projects in South Sulawesi (BUMN VS Private).” Iop Conference Series Earth and Environmental Science 1117, no. 1 (2022): 12019. https://doi.org/10.1088/1755-1315/1117/1/012019.
Pusat Kajian Strategis – Badan Amil Zakat Nasional. “Indeks Zakat Nasional 2020 Sulawesi Utara, Sulawesi Tengah, Sulawesi Selatan, Sulawesi Tenggara, Gorontalo, Sulawesi Barat Maluku, Maluku Utara.” Jakarta, 2020.
Pusat Kajian Strategis – Badan Amil Zakat Nasional (Puskas BAZNAS). “Potensi Zakat BAZNAS RI,” 2022. https://www.puskasbaznas.com/publications/published/officialnews/1703-potensi-zakat-baznas-ri.
Qutaiba, Mohammad, Mohd Owais, and Abdus S Muharam. “The Current Issue of Reporting Zakat in Indonesia: A Critical Analysis.” Journal of Islamic Economic and Business Research 4, no. 1 (2024): 1–23. https://doi.org/10.18196/jiebr.v4i1.227.
Rassanjani, S. “Zakat as a Local Revenue in Aceh: A Dynamics of Policy Implementation in the Local Realm.” Jurnal Ilmiah Al-Syir’ah 19, no. 2 (2021): 200–217. https://doi.org/10.30984/jis.v19i2.1659.
Ridlwan, Ahmad Ajib, Nurul Ilmi, Yan Putra Timur, and J S Keshminder. “Does Gender Influence Zakat Compliance Among Indonesian Muslim Entrepreneurs? A Multi-Group Analysis.” Journal of Islamic Accounting and Business Research, 2025. https://doi.org/10.1108/jiabr-01-2024-0040.
Ridwanto, Mukhtar Lutfi, and Abdul W Haddade. “Strategi Sosialisasi Model Crowdfunding Sebagai Alternatif Penghimpunan Dana Zakat Infak Sedekah Pada Dompet Dhuafa Sulawesi Selatan.” Al-Kharaj Jurnal Ekonomi Keuangan & Bisnis Syariah 6, no. 7 (2024). https://doi.org/10.47467/alkharaj.v6i7.4085.
Saad, Ram Al Jaffri, and Abubakar Umar Farouk. “A Comprehensive Review of Barriers to a Functional Zakat System in Nigeria.” International Journal of Ethics and Systems 35, no. 1 (2018): 24–42. https://doi.org/10.1108/ijoes-06-2018-0090.
Saaty, Thomas L. “Decision Making with the Analytic Hierarchy Process.” International Journal of Services Sciences 1, no. 1 (2008): 83–98. https://doi.org/https://doi.org/10.1504/IJSSCI.2008.017590.
———. Theory and Applications of the Analytic Network Process: Decision Making with Benefits, Opportunities, Costs, and Risks. RWS publications, 2005.
Saaty, Thomas L, and Luis G Vargas. The Analytic Network Process. Springer, 2013.
Sari, Nur R, and Namla E Syariati. “Zizwaf Digitalization: The Empowerment of People Economic’s Strategy Amidst Covid-19.” International Journal of Advanced Engineering Research and Science 9, no. 8 (2022): 394–404. https://doi.org/10.22161/ijaers.98.45.
Shamsuddin, Noraini, and Nor S Bakar. “Influence of the Internal Audit Function Towards Zakat Performance.” International Journal of Islamic Economics and Finance Research 4, no. 1 July (2021): 77–93. https://doi.org/10.53840/ijiefer50.
Shikur, Anwar A, and Siti Maysyaroh. “Review on Zakat Core Principles (ZCP) Literatures.” Islamic Social Finance 3, no. 1 (2023). https://doi.org/10.58968/isf.v3i1.234.
Sulsel.Baznas.Go.Id. “Penghimpunan Zakat, Infak, Dan Sedekah Januari-Desember 2024,” 2024. https://sulsel.baznas.go.id/.
Supianingsih, Wiwik, and Falikhatun Falikhatun. “Evaluation of Zakat Management in Zakat Amil Agency for the Regency of Trenggalek East Java.” International Journal of Economics Business and Management Research 06, no. 09 (2022): 221–35. https://doi.org/10.51505/ijebmr.2022.6916.
Tabarik, Amran, and Chairil Alfarezel. “Evaluation Study of Islamic Microfinance Program Based on Islamic Social Funds (Zakat, Waqf, and Sadaqah).” SeEk 2, no. 1 (2025): 1–8. https://doi.org/10.35335/8eqn3v81.
Tahirs, Jemi P, Siti Haerani, and Fauziah Umar. “The Influence of Leadership Commitment, Human Capital and Work Culture on Bureaucratic Performance Through Good Governance of Local Governments in South Sulawesi Province.” International Journal of Professional Business Review 8, no. 9 (2023): e3443. https://doi.org/10.26668/businessreview/2023.v8i9.3443.
Tajuddin, Teh S. “Trust in Zakat Authorities and Zakat Compliance: A Conceptual Analysis.” Almimbar, 2023, 115–28. https://doi.org/10.53840/almimbar.v3i2.82.
Tajuddin, Teh Suhaila. “An Analysis of Business Zakat Reporting in Islamic Banking Institutions: Evidence From Malaysia, Indonesia and Brunei.” International Journal of Islamic Economics and Finance Research 7, no. 1 July (2024): 74–95. https://doi.org/10.53840/ijiefer157.
Thani, Azlan Md, Anuar Muhammad, NADHIRA YASMIN RAZAK, MUHAMMAD MUKHLIS ABDUL FATTAH, and Shazali Shaharuddin. “Determinants of Zakat Payment: The Viewpoint of Stakeholders in Seremban.” Information Management and Business Review 16, no. 3(I)S (2024): 880–87. https://doi.org/10.22610/imbr.v16i3(i)s.3910.
Wahyuni-TD, Ika S, Hasnah Haron, and Yudi Fernando. “The Effects of Good Governance and Fraud Prevention on Performance of the Zakat Institutions in Indonesia: A Sharīʿah Forensic Accounting Perspective.” International Journal of Islamic and Middle Eastern Finance and Management 14, no. 4 (2021): 692–712. https://doi.org/10.1108/imefm-03-2019-0089.
Wahyuningsi, Irmawati, Lince Bulutoding, and Suhartono Suhartono. “Pengelolaan Zakat Produktif Berbasis PSAK 109 Dalam Mewujudkan Good Zakat Governance.” Isafir Islamic Accounting and Finance Review 2, no. 1 (2021): 54–63. https://doi.org/10.24252/isafir.v2i1.19468.
Widiastuti, T, E F Cahyono, S Zulaikha, I Mawardi, and M U Al Mustofa. “Optimizing Zakat Governance in East Java Using Analytical Network Process (ANP): The Role of Zakat Technology (ZakaTech).” Journal of Islamic Accounting and Business Research 12, no. 3 (2021): 301–19. https://doi.org/10.1108/JIABR-09-2020-0307.
Zadjuli, Suroso I, Atina Shofawati, and Muryani Muryani. “Implementing Good Corporate Governance in Zakat Institution.” Bussecon Review of Social Sciences (2687-2285) 2, no. 1 (2020): 27–37. https://doi.org/10.36096/brss.v2i1.158.
Zaenal, Muhammad Hasbi, Zainulbahar Noor, Nono Hartono, Muhammad Choirin, and Elnur Salihovic. “Mapping Zakat Potential at the City Level in Indonesia and Strategies for Optimizing Zakat Collection.” Economica: Jurnal Ekonomi Islam 13, no. 1 (2022): 25–48.
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