Analisis Bibliometrik Penelitian Tentang Studi Islam Pada Perpustakaan di Database Web of Science (2004–2024)

Adi Nugroho

Abstract


Studies related to Islam have received significant global attention. This is because Islam encompasses not only religion but also economics, finance, and community culture. Libraries' contributions to Islamic studies research are essential as providers of public information and literacy. This study aims to observe the popularity of Islamic studies research on the Web of Science (SCI). This study uses secondary data downloaded from the SCI website. This study analyzed 174 Web of Science articles (2004–2024) using bibliometrics using R Studio Biblioshiny. The samples were downloaded as CSV files and analyzed using R Studio software to analyze frequently used words in titles and abstracts, the number of citations, annual keyword trends, and the most cited affiliations. Furthermore, the dominant keywords (Islamic, libraries, Malaysia, library, study) were found, with Malaysia and Pakistan as the main contributors. However, international collaboration remained low (14.37%). The topic evolution shifted from infrastructure themes (academic libraries) to substantive Islamic issues (Islam, waqf, finance). Iran, Saudi Arabia, and Pakistan are the most cited affiliates, highlighting regional dominance as well as the research gap on the role of libraries in Islamic socio-economic literacy.

Keywords


Economy; finance; Islamic literacy; library

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References


Adirestuty, Fitranty, Ririn Tri Ratnasart, Akhmad Kusuma Wardhana, Denizar Abdurrahman Miraj, and Mohamed Battour. 2025. “Gastronomy of Religious Tourism: Overview and Future Research Agenda.” Geo Journal of Tourism and Geosites 58, no. 1: 188–99.

Arrafi, Muhamad Faiz, Marwini Marwini, and Cita Sary Dja’akun. 2022. “Konsep Pemikiran Ekonomi Islam Imam Al Ghazali.” LABATILA: Jurnal Ilmu Ekonomi Islam 6, no. 01: 1–14.

Chen, Chia Chen, Kuo Lun Hsiao, and Shan Jung Wu. 2018. “Purchase Intention in Social Commerce: An Empirical Examination of Perceived Value and Social Awareness.” Library Hi Tech 36, no. 4: 583–604. https://doi.org/10.1108/LHT-01-2018-0007.

Fatihah, Imroatul. 2018. “Kepemimpinan KH. Imam Zarkasyi Di Pondok Modern Darussalam Gontor.” JIEM (Journal of Islamic Education Management) 2, no. 2: 26–43.

Fatmawati, Endang. 2018. “Disruptif Diri Pustakawan Dalam Menghadapi Era Revolusi Industri 4.0.” IQRA: Jurnal Ilmu Perpustakaan Dan Informasi (e-Journal) 12, no. 1: 1–13.

Fauzi, Qudsi, Ulfah Ulfah, and Ida Wijayanti. 2024. “Ethical Challenges in Transportation: A Study on the Implementation of Islamic Business Values.” Al-Uqud: Journal of Islamic Economics 8, no. 2.

Febriyanti, Annisa Rahma, Ririn Tri Ratnasari, and Akhmad Kusuma Wardhana. 2022. “The Effect of Economic Growth, Agricultural Land, and Trade Openness Moderated By Population Density on Deforestation in OIC Countries.” Quantitative Economics and Management Studies 3, no. 2.

Fuadah, Shinta Nurul, and Marwini Marwini. 2024. “Pengaruh Latar Belakang Pendidikan, Pelatihan, Dan Pengalaman Kerja Terhadap Kinerja Karyawan Bank Muamalat Indonesia Kantor Cabang Pekalongan.” JURNAL ECONOMINA 3, no. 10: 1118–26.

Ghifara, Alfath Shifa, Achmad Nur Iman, Akhmad Kusuma Wardhana, Sulistya Rusgianto, and Ririn Tri Ratnasari. 2022. “The Effect of Economic Growth, Government Spending, and Human Development Index toward Inequality of Income Distribution in the Metropolitan Cities in Indonesia.” Daengku: Journal of Humanities and Social Sciences Innovation 2, no. 4: 529–36.

Hidayat, Afra Najla, and Dina Diana. 2024. “Navigating Islamic Investments: The Role of Islamic Financial Literacy, Religiosity, and Motivation Using PLS-SEM,” 278–90.https://doi.org/10.20473/ajim.v5i2.57707.

Ichsan, Reza Nurul, Sonny Santosa, Yuni Shara, and Fahrina Yustiasari Liriwati. 2020. “Investigation of Strategic Human Resource Management Practices in Business after Covid-19 Disruption.” PalArch’s Journal of Archaeology of Egypt/Egyptology 17, no. 7: 13098–110.

Iman, Achmad Nur, Akhmad Kusuma Wardhana, Sulistya Rusgianto, and Ririn Tri Ratnasari. 2022. “Venture vs Investment, Which Type of Financing Was More Demanded by Agriculture, Forestry, and Aquaculture Sector?” Daengku: Journal of Humanities and Social Sciences Innovation 2, no. 5: 587–95.

Irawati, Sutiyah Nova, and M Haidar. 2023. “Implementation of Merdeka Belajar Curriculum at the Early Childhood Level in Insan Cemerlang Kindergarten Magetan.” KOLOKIUM Jurnal Pendidikan Luar Sekolah 11, no. 2: 263–73.

Juliansyah, Aping Firman, Agustina Eka Putri, M Liga Suryadana, Cipta Endyana, and Akhmad Kusuma Wardhana. 2021. “Global Muslim Response to Bandung Halal Tourism Branding.” International Journal of Applied Sciences in Tourism and Events 5, no. 2: 197–206. https://doi.org/https://doi.org/https://doi.org/10.31940/ijaste.v5i2.197-206.

Larsen, Peder, and Markus Von Ins. 2010. “The Rate of Growth in Scientific Publication and the Decline in Coverage Provided by Science Citation Index.” Scientometrics 84, no. 3: 575–603.

Ma’azah, Niswatul, and Ari Prasetyo. 2023. “Brand Image Melalui Customer Satisfaction Sebagai Variabel Intervening Terhadap Customer Loyalty Pada Produk Skincare Safi Indonesia.” Airlangga Journal of Innovation Management 4, no. 2: 219–28. https://doi.org/10.20473/ajim.v4i2.50401.

Ma’ruf, Ma’ruf, Sutiyah Nova Irawati, Nur Fitriyanti, and Akhmad Kusuma Wardhana. 2025. “Sorogan Vs Bandongan As Method Of Arabic Language Teaching Dakwah Model In Islamic Boarding School: A Systematic Literature Review.” Tanfidziya: Journal of Arabic Education 4, no. 02: 213–23.

Ma`arif, Muhammad Anas, and Ibnu Rusydi. 2020. “Implementasi Pendidikan Holistik Di Pondok Pesantren Amanatul Ummah Mojokerto.” EDUKASI: Jurnal Penelitian Pendidikan Agama Dan Keagamaan 18, no. 1: 100–117. https://doi.org/10.32729/edukasi.v18i1.598.

Mafruchati, Maslichah, Wan Iryani Wan Ismail, Akhmad Kusuma Wardhana, and Moh Qudsi Fauzy. 2023. “Bibliometric Analysis of Veterinary Medicine on Embryo of Animals in Textbook in Conceptualizing Disease and Health.” Heliyon.

Mafruchati, Maslichah, and Jonathan Makuwira. 2021. “Number of Research Papers about Agricultural Production, Meat, and Egg During COVID-19 Pandemic: Does It Changed than Before?” Pharmacognosy Journal 13, no. 4: 995–98. https://doi.org/10.5530/pj.2021.13.128.

Majid, Shaheen, and Gava Mugeraa Kassim. 2000. “Information-Seeking Behaviour of International Islamic University Malaysia Law Faculty Members.” Malaysian Journal of Library & Information Science 5, no. 2: 1–17.

Marwini, Marwini. 2021. “The Role of Islamic Philanthropic Institutions in Overcoming the Economic Turbulence of Pre-Welfare Communities in the Covid-19 Pandemic Situation.” Indonesian Journal of Islamic Economics Research 3, no. 2: 83–96.

Marwini, Marwini, Muhamad Nafik Hadi Ryandono, Akhmad Kusuma Wardhana, Mohammad Mahbubi Ali, and Cita Sary Dja’akum. 2025. “Halal Meat Consumption in East Java: The Role of Employement, Manufacturing, and MSME Income.” Economica: Jurnal Ekonomi Islam 16, no. 1: 119–45.

Mendo, Andi Yusniar, Sanju Kumar Singh, Irwan Yantu, Raflin Hinelo, Agus Hakri Bokingo, Elvie Febriani Dungga, Andi Juanna, Ahmad Kusuma Wardhana, Ballav Niroula, and Thinzar Win. 2023. “Entrepreneurial Leadership and Global Management of COVID-19: A Bibliometric Study.” F1000Research 12, no. 31: 31.

Muslimin, J M. 2019. “Society, Law and Economy: Contextualizing Ibn Khaldun’s Thought.” Al-Iqtishad: Jurnal Ilmu Ekonomi Syariah (Journal of Islamic Economics) 11: 167–80.

Nurjanah, Siti, Raharjo Raharjo, Nanang Qosim, and Rr Kusuma Dwi Nur Ma’rifati. 2025. “Enhancing Students’ Scientific Argumentation Skills in Islamic Religious Education Through AI-Powered Differentiated Learning.” AL-ISHLAH: Jurnal Pendidikan 17, no. 2: 2125–35.

Okagbue, Hilary I., Jaime A Teixeira da Silva, Abiodun A. Opanuga, Jaime A. Teixeira da Silva, Abiodun A. Opanuga, Jaime A Teixeira da Silva, and Abiodun A. Opanuga. 2020. “Disparities in Document Indexation in Two Databases (Scopus and Web of Science) among Six Subject Domains, and the Impact on Journal-Based Metrics.” Scientometrics 125, no. 3: 2821–25. https://doi.org/https://doi.org/10.1007/s11192-020-03704-1.

Pratiwi, Andini Cahyaning, Akhmad Kusuma Wardhana, and Sulistya Rusgianto. 2022. “Application of Vector Error Correction Model on Macroeconomic Variables toward Changes in the Composite Stock Price Index.” Daengku: Journal of Humanities and Social Sciences Innovation 2, no. 2: 219–29.

Qosim, Nanang. 2022. “Peran Ushul Fiqih Dalam Metodologi Ilmu Ekonomi Islam.” JIESP: Journal of Islamic Economics Studies and Practices 1, no. 1: 89–117.

Qosim, Nanang, and Imam Buhori. 2022. “Peran Pemerintah Dalam Bidang Ekonomi Menurut Muhammad Baqir Ash-Shadr.” JIESP: Journal of Islamic Economics Studies and Practices 1, no. 2: 193–207.

Qosim, Nanang, Ririn Tri Ratnasari, Akhmad Kusuma Wardhana, Hasna Fauziana, and Tiara Tresnawulan Barkah. 2023. “Eight Years of Research Related to the Green Sukuk in the Global Stock Exchange Market to Support the Implementation of SDG: A Bibliometric Review.” Journal of Islamic Economic and Business Research 3, no. 2: 161–80.

Ryandono, Muhammad Nafik Hadi, Imron Mawardi, Lina Nugraha Rani, Tika Widiastuti, Ririn Tri Ratnasari, and Akhmad Kusuma Wardhana. 2022. “Trends of Research Topics Related to Halal Meat as a Commodity between Scopus and Web of Science: A Systematic Review.” F1000Research 11, no. 1562: 1562.

Salamon, Anaïs. 2016. “Benefits and Challenges of Outreach in Academic Libraries: A Case Study at the McGill Islamic Studies Library.” MELA Notes, no. 89: 1–14.

Santoso, Tulus Budi, and Akhmad Kusuma. 2023. “The Development of the Usage of Blockchain for Waqf and Zakat Globally: A Bibliometric Study.” International Journal of Mechanical Computational and Manufacturing Research 13, no. 3: 83–91.

Sen, Amartya. 1984. Resources, Values, and Development. Cambridge, MA: Harvard University Press.

Shara, Yuni. 2022. “Eksistensi Pesantren: Antara Mencetak Ulama Dengan Tarikan Modernitas Dan Kebutuhan Ekonomis.” Cendekia 14, no. 01: 134–46.

Shara, Yuni, Azizul Kholis, and Arfan Ikhsan. 2024. “Pengaruh Intellectual Capital Terhadap Kinerja Keuangan Pada Bank Syariah Di Malaysia Tahun 2019-2022.” Owner: Riset Dan Jurnal Akuntansi 8, no. 2: 1722–31.

Susanto, Arva Athallah, Aryadimas Suprayitno, Siti Zulaikha, and Akhmad Kusuma Wardhana. 2025. “How Islamic Leadership and Islamic Worldview Play a Role in Restoring a Country’s Economic Glory: Blibliometrical Analysis.” Jurnal Transformatif (Islamic Studies) 9, no. 1: 40–56.

Wardhana, Akhmad Kusuma. 2021. “The Application of Waqf and Endowment Fund Based on the Principles in the Sharia Maqashid Pillar Society.” Prosperity: Journal of Society and Empowerment 1, no. 2: 107–19. https://doi.org/10.21580/prosperity.2021.1.2.8829.

———. 2022. “Janji (Wa’ad) Sebagai Jaring Pengaman Pada Transaksi Keuangan Dan Bisnis Syariah.” Jurnal Keislaman 5, no. 1: 124–32. https://doi.org/https://doi.org/10.54298/jk.v5i1.3412.

———. 2023. “Applying Islamic Leadership In Working Environment: A Bibliometric Study.” Journal Human Resources 24/7: Business Management 1, no. 1: 25–32.

Wardhana, Akhmad Kusuma, and Ririn Tri Ratnasari. 2022. “Analisis Sitasi Publikasi Tentang Repositori Bidang Studi Perpustakaan Pada Web of Science Selama Pandemi.” Daluang: Journal of Library and Information Science 2, no. 1: 53–61.




DOI: https://doi.org/10.15548/mj.v7i2.12430

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