Scientometrics Research Journal

Scientometrics Research Journal

Analysis and Mapping of Knowledge and Scientific Collaboration in Scientific Outputs in the Field of Takaful on the Web of Science Database from the Beginning to the Present

Document Type : Research Paper

Authors
Mahnam Zamani Kalajahi 1
Shabnam Refoua 2
1 Master in Information Science and Knowledge Studies, Department of Information Science and Knowledge Studies, Faculty of Psychology and Educational Sciences, Shahid Beheshti University, Tehran, Iran
2 Ph.D in Information Science and Knowledge Studies, Director of the Library, Academic Documents, and Publications Department, Insurance Research Center, Tehran, Iran
10.22070/rsci.2026.21274.1883
Abstract
Purpose: Scientific outputs that explain, analyze, and interpret research findings are essential to the processes of knowledge production, dissemination, and expansion. By documenting and publishing research results, these scholarly works facilitate communication and interaction among researchers, promote scientific critique, and contribute to the development of specialized discourses within academic communities. The publication of such outputs not only advances science but also strengthens a research-oriented culture within academic institutions. In this context, the present study aims to analyze and map the scientific and intellectual structure of research outputs in the field of Takaful—Islamic cooperative insurance—indexed in the Web of Science database from 1983 to 2024.
Methodology: This study is an applied scientometric investigation employing a documentary approach to analyze the structure and evolution of Takaful research. Data were retrieved from the Web of Science database. After screening, 184 articles were selected from an initial set of 211 records and analyzed using bibliometric indicators derived from titles, keywords, and abstracts. Data analysis, knowledge mapping, and visualization of collaboration networks among authors, institutions, and countries were performed using Microsoft Excel and VOSviewer.
Findings: The scientometric analysis revealed that the Takaful research domain has experienced continuous growth and diversification, both conceptually and structurally. The thesaurus-based analysis identified ten distinct semantic clusters that collectively represent the multidimensional and interdisciplinary nature of the knowledge produced in this field. These clusters encompass a wide range of topics—from foundational jurisprudential and ethical principles to practical issues related to management, finance, and economic implementation. The identification of these clusters offers valuable insights into the intellectual framework of Takaful studies and provides a roadmap for guiding future research to address emerging challenges and opportunities in Islamic insurance. The co-authorship and institutional collaboration networks reveal that prominent scholars are organized into three major scientific clusters. Notably, researchers from Malaysia and the United States occupy central positions, highlighting their significant influence on the global Takaful research landscape. The analysis also revealed that international collaborations between universities and research centers, particularly those connecting Malaysian and Western institutions, have played a significant role in shaping the development of Takaful studies. These partnerships have enhanced the quality, diversity, and visibility of research outputs, fostering greater intellectual synergy and cross-cultural exchange in Islamic finance. At the country level, the study identified seven regional and international clusters representing distinct patterns of inter-country collaboration. Malaysia, as the primary hub of Takaful research, continues to serve as a leading scientific center directing global scholarly efforts in this field. Conversely, Iran’s contribution, while growing, remains limited within the broader collaboration network. To strengthen its position, Iran needs to expand its research collaborations, build stronger academic partnerships, and engage in joint international projects to enhance its visibility and impact within the global Takaful research community. Furthermore, institutional network analysis highlighted that universities and academic centers in Malaysia, Saudi Arabia, and Pakistan act as pivotal institutions for research development in Takaful. These institutions not only provide the infrastructure for advancing Islamic insurance studies but also promote the establishment of common scientific standards that encourage knowledge integration on a global scale. Expanding these collaborations to include more developing countries could further accelerate the dissemination of Islamic financial knowledge and foster innovation within the industry. The co-citation analysis of Takaful research from 1983 to 2024 provides deeper insights into the intellectual evolution of the field. By examining citation relationships between authors, the study identifies the major intellectual currents and key contributors who have shaped the scholarly development of Takaful studies. Authors such as Yakob and Rubayah emerge as central nodes in the co-citation network, reflecting their pivotal roles in defining the conceptual and methodological frameworks that guide this research area. Their work has significantly contributed to establishing Takaful as a recognized and evolving academic discipline within the broader domain of Islamic finance.
Conclusion: Overall, the findings indicate that Takaful is an emerging yet rapidly expanding academic field characterized by increasing scholarly interest, a growing volume of publications, and enhanced international collaboration. The continuous rise in publications in recent years reflects both theoretical and practical advancements in Islamic insurance and finance. However, to sustain and further accelerate this momentum, it is essential to strengthen research infrastructure, promote broader international cooperation, and support the development of underrepresented research clusters. These efforts will not only elevate the scientific standing of participating countries—particularly Iran—but also contribute to the global growth and institutionalization of the Takaful industry as a vital component of Islamic finance.
Keywords
Takaful
Islamic insurance
Scientometrics
Web of Science
Mapping
Synonyms
Subjects
امامی، ز.، حریری، ن.، خمسه، م. ع.، و نوشین‌فرد، ف. (۱۳۹۴). ترسیم نقشه تولیدات علمی در زمینه بیماری‌های تیروئید در ایران و خاورمیانه: یک مطالعه علم‌سنجی. مجله غدد درون‌ریز و متابولیسم، ۱۸(1)، ۱–۹.
    http://ijem.sbmu.ac.ir/article-1-2041-fa.html
بذرافشان، ا.، و مصطفوی، ع. (۱۳۹۰). مرور علم‌ سنجی ۳۶ سال فعالیت علمی مؤسسه پاستور ایران در نمایه استنادی علوم(ISI SCIE) . مدیریت خدمات بهداشتی، ۱4(45)، ۷–۱۰. https://jha.iums.ac.ir/article-1-770-fa.pdf
حاجیان، ح.، و زرجینی، الف. (1402). تحلیلی بر کاربردهای داده کاوی در صنعت بیمه بر اساس شبکه هم رخدادی واژگان ها و شناسایی معتبرترین مجلات با شاخص استناد به پژوهش‌های علمی با استفاده از رویکرد علم‌سنجی. پژوهشنامه بیمه، ۱۳(۱)، ۷۱-۸۶. https://doi.org/10.22056/ijir.2024.01.06
منصوریان، ی. (1389). پنجاه محور پژوهشی در مطالعات علم‌سنجی. کتاب ماه کلیات، ۱۳(۱۰)، 64-71.
    https://B2n.ir/mz4132
میلانی، م. (۱۴۰۲). توسعه مرز دانش و رهنمودهای پژوهشی آتی در حوزه تکافل؛ رویکردی علم‌سنجی ]مقاله کنفرانسی.[ سی‌امین همایش ملی و یازدهمین همایش بین‌المللی بیمه و توسعه: تکامل زیست‌بوم صنعت بیمه (تکافل، حکمرانی و فناوری‌های نوین)، تهران، ایران. https://civilica.com/doc/2115340
نوروزی چاکلی، ع. (1390). آشنایی با علم‌سنجی: مبانی، مفاهیم، روابط و ریشه‌ها. سازمان مطالعه و تدوین کتب دانشگاهی در علوم اسلامی و انسانی (سمت). https://B2n.ir/jk2079
Ali, M., Raza, S. A., Puah, C. H., & Amin, H. (2019). Consumer acceptance toward takaful in Pakistan: An application of diffusion of innovation theory. International Journal of Emerging Markets, 14(4), 620–638. https://doi.org/10.1108/IJOEM-08-2017-0275
Arwendria, A., & Rahmi, L. (2019). Mapping and global research trends in Sharia insurance (Takaful) using the Scopus database (An analysis of bibliometrics). Library Philosophy and Practice, (Article 4112). https://digitalcommons.unl.edu/libphilprac/4112
Aziz, S., Husin, M. M., Hussin, N., & Afaq, Z. (2019). Factors that influence individuals’ intentions to purchase family takaful: Mediating role of perceived trust. Asia Pacific Journal of Marketing and Logistics, 31(1), 81–104. https://doi.org/10.1108/APJML-12-2017-0311
Bazrafshan, A., & Mostafavi, E. (2011). A scientometric overview of 36 years of scientific productivity by Pasteur Institute of Iran in ISI SCIE. Journal of Health Administration, 14(45), 7–10. https://jha.iums.ac.ir/article-1-770-fa.pdf [In Persian].
Billah, M., Ghlamallah, E., & Alexakis, C. (2019). Encyclopedia of Islamic insurance, takaful and retakaful. Edward Elgar Publishing.
https://www.e-elgar.com/shop/gbp/encyclopedia-of-islamic-insurance-takaful-and-retakaful-9781788115827.html?srsltid=AfmBOoqkYR88YZ0pWYL5OgVhbhcJFBQJ5rwUOEaoez0sNk7-7e6XZZDl
Billah, M. M. (2019). Islamic insurance products: Exploring takaful principles, instruments, and structures. Palgrave Macmillan.
Camón Luis, E., & Celma, D. (2020). Circular Economy. A Review and Bibliometric Analysis. Sustainability, 12(16), 6381. https://doi.org/10.3390/su12166381
Emami, Z., Hariri, N., Khamseh, M. E., & Nooshinfard, F. (2016). Mapping scientific output of thyroid disease publications in Iran and the Middle East: A scientometric study. Iranian Journal of Endocrinology and Metabolism, 18(1), 1–9.
http://ijem.sbmu.ac.ir/article-1-2041-fa.html [In Persian].
Hajiyan, H., & Zarjini, A. (2023). A comprehensive analysis of keywords co-occurrence network and the most cited journals on data mining techniques in insurance industry using scientometrics approach. Iranian Journal of Insurance Research, 13(1), 71-86.
      https://doi.org/10.22056/ijir.2024.01.06 [In Persian].
Harun, M. S., Hussainey, K., Mohd Kharuddin, K. A., & Farooque, O. A. (2020). CSR disclosure, corporate governance and firm value: A study on GCC Islamic banks. International Journal of Accounting & Information Management, 28(4), 607–638.
https://doi.org/10.1108/IJAIM-08-2019-0103
Kader, H. A., Adams, M., & Hardwick, P. (2010). The cost efficiency of takaful insurance companies. The Geneva Papers on Risk and Insurance- Issues and Practice, 35, 161–181.
https://doi.org/10.1057/gpp.2009.33
Kader, H. A., Adams, M., Hardwick, P., & Kwon, W. J. (2014). Cost efficiency and board composition under different takaful insurance business models. International Review of Financial Analysis, 32, 60–70. https://doi.org/10.1016/j.irfa.2013.12.008
Karbhari, Y., Muye, I., Hassan, A. F. S., & Elnahass, M. (2018). Governance mechanisms and efficiency: Evidence from an alternative insurance (Takaful) market. Journal of International Financial Markets, Institutions and Money, 56, 71–92.
https://doi.org/10.1016/j.intfin.2018.02.017
Khan, A., Hassan, M. K., Paltrinieri, A., Dreassi, A., & Bahoo, S. (2020). A bibliometric review of takaful literature. International Review of Economics & Finance, 69, 389–405.
https://doi.org/10.1016/j.iref.2020.05.013
Kusmayadi, D., Firmansyah, I., & Hermansyah, I. (2021). Islamic insurance on research: Bibliometric analysis. Library Philosophy and Practice, Article 5203.
https://digitalcommons.unl.edu/libphilprac/5203
Malik, A., & Ullah, K. (2019). Introduction to Takaful: Theory and Practice. Springer.
https://link.springer.com/book/10.1007/978-981-32-9016-7
Mansourian, Y. (2010). Fifty research axes in scientometric studies. Ketab-e-Mah-e Kolliat, 13(10), 64-71. https://B2n.ir/mz4132 [In Persian].
Mihardjo, L. W., Jermsittiparsert, K., Ahmed, U., Chankoson, T., & Hussain, H. I. (2020). Impact of key HR practices (human capital, training and rewards) on service recovery performance with mediating role of employee commitment of the Takaful industry of the Southeast Asian region. Education + Training, 63(1), 1–21.
https://doi.org/10.1108/ET-08-2019-0188
Milani, M. (2023). Expanding the frontiers of knowledge and future research directions in the field of Takaful: A scientometric approach [Conference presentation]. 30th National and 11th International Insurance and Development Conference: Evolution of the Insurance Industry Ecosystem (Takaful, Governance, and Emerging Technologies, Tehran, Iran. https://civilica.com/doc/2115340 [In Persian].
Nasir, A., Farooq, U., & Khan, A. (2021). Conceptual and influential structure of Takaful literature: A bibliometric review. International Journal of Islamic and Middle Eastern Finance and Management, 14(3), 599–624. https://doi.org/10.1108/IMEFM-04-2020-0192
Noroozi Chakoli, A. (2011). Introduction to Scientometrics: Foundations, Concepts, Relationships, and Origins. The Organization for Researching and Composing University Textbooks in the Islamic Sciences and the Humanities (SAMT). https://B2n.ir/jk2079
      [In Persian].
Noroozi Chakoli, A., Noroozi Chakoli, S., & Chehrenegar, L. (2023, September 27-29). Is there relationship between cultural-economic indicators and the scientific status of countries? Analysis of Western and Central Asian countries using a neural network algorithm [Conference paper preprint]. 27th International Conference on Science, Technology and Innovation Indicators (STI, ENID 2023), Leiden, Netherlands.
https://doi.org/10.55835/644280742de665ded8bb1068
Nuraini, I. (2023). Research mapping on Takaful performance. Tamkin Journal, 2(1), 1–15.
https://doi.org/10.58968/tj.v2i1.162
Sanusi, N. D. S. M., & Hasan, H. (2025). Systematic bibliometric analysis of Takaful performance research. International Journal of Islamic Economics and Finance Research, 8(1), 48-67. https://doi.org/10.53840/ijiefer190
Siala, H. (2013). Religious influences on consumers' high-involvement purchasing decisions. Journal of Services Marketing, 27(7), 579–589. https://doi.org/10.1108/JSM-02-2012-0046