Mapping the global development of pawnshop research: A bibliometric analysis of scopus-indexed publications

Authors

  • Serah Novarida Mabel Magister of Accounting Study Program, Faculty of Economics and Business, Universitas Sebelas Maret Surakarta, Surakarta, Central Java 57126, Indonesia

DOI:

https://doi.org/10.61511/jssew.v4i1.2026.3519

Keywords:

alternative financial services, bibliometric analysis, pawnshop, financial literacy, sharia pawnshop

Abstract

Background: Pawnshop is a key non-bank financial service providing short-term liquidity for communities with limited access to formal banking. Along with economic uncertainty and social vulnerability, academic studies on pawnshops have developed rapidly across various disciplines. This study aims to map and analyze the global development of pawnshop research, identify major thematic structures, and examine the multidisciplinary nature of the literature. Methods: This study employs a bibliometric approach using secondary data obtained from the Scopus database covering publications from 2016 to 2025. A total of 59 relevant articles were analyzed using bibliometric techniques, including publication trend analysis, country and institutional contributions, funding sources, subject areas, and keyword co-occurrence analysis supported by network, overlay, and density visualizations. Findings: The results show that pawnshop research has grown steadily and is highly multidisciplinary, involving social sciences, economics, business, health, and policy studies. Keyword co-occurrence analysis reveals five main thematic clusters: alternative financial services and microfinance, social behavior, risk and criminality, sensitive regulation related to public safety, and sharia-based pawnshops. Furthermore, pawnshop research focuses on risk-oriented and regulatory issues toward financial inclusion, ethical finance, eco-social welfare, and socially responsive pawnshop models. These findings demonstrate a strong relationship between theoretical perspectives on financial inclusion and social vulnerability with the empirical development of pawnshop research. Conclusion: This study concludes that pawnshop is a complex socio-economic phenomenon vital for fostering community resilience, sustainability, and eco-social welfare, which must be understood through an integrated and multidisciplinary perspective. The bibliometric mapping provides a comprehensive overview of the state of the art and highlights future research directions in non-bank financial services. Novelty/Originality of this article: This article offers a comprehensive bibliometric synthesis of global pawnshop research by integrating thematic structures, research dynamics, and multidisciplinary perspectives, providing a holistic understanding that has not been systematically explored in previous studies.

References

Ali, A., Kamarulzaman, R., Azim, Z. A. B. Z., & Mohamed, J. B. (2018). The sustainability of ar-rahnu practices. Opcion, 34(Special Issue 16), 323–335. https://produccioncientifica.luz.edu.ve/index.php/opcion/article/download/24310/24765/

Amorim, M., & Schneider, D. (2022). Schedule Unpredictability and high-cost debt: The case of service workers. Sociological Science, 9, 102–135. https://doi.org/10.15195/V9.A5

Andryushchenko, G. I., Andryushchenko, A. M., Maloletko, A. N., Savina, M. V, & Solodukha, P. V. (2017). Risks of developing the pawnshops market in the Russian federation. International Journal of Applied Business and Economic Research, 15(8), 117–125. https://www.elibrary.ru/item.asp?id=29132690

Arifin, Z., & Hatoli, H. (2021). Implementation of the application of multi akad murabahah and rahn in the mulia metal products in the sharia pawnshops city of Singkawang Islamic Law Perspective. Jurnal Ilmiah Al-Syir’ah, 19(1), 91–105. https://doi.org/10.30984/jis.v19i1.1190

Azizakhon, U., Ismailova, N., Tashmatova, R., & Musayeva, F. (2020). Modern trends in the microfinance system in Uzbekistan. Journal of Advanced Research in Dynamical and Control Systems, 12(2), 2624–2628. https://doi.org/10.5373/JARDCS/V12I2/S20201313

Badriyah, S. M., Suharto, R., Kashadi, K., Mahmudahd, M., & Soemarmi, A. (2020). Private pawnshop registration as an effort to develop small and medium enterprises In Indonesia. International Journal of Innovation, Creativity and Change, 12(7), 174–185.

Bhutta, N., Goldin, J., & Homonoff, T. (2016). Consumer borrowing after payday loan bans. Journal of Law and Economics, 59(1), 225–259. https://doi.org/10.1086/686033

Bonilla-Alguera, G., & Gutiérrez-Meave, R. (2022). Zoning out robbery? An empirical study in Mexico City. Housing Policy Debate, 32(4–5), 730–749. https://doi.org/10.1080/10511482.2021.1915357

Borres, I. L. (2020). Industry analysis of pawnshop in the Philippine. International Journal of Business, 6(2), 111–120. https://doi.org/10.20469/IJBAS.6.10005-2

Campiranon, K. (2022). Enhancing the customer journey during COVID-19 through service design: a case study of pawnshops In Bangkok. Thammasat Review, 25(1), 124–144. https://doi.org/10.14456/tureview.2022.6

Chao, S. D., Kastenberg, Z. J., Madhavan, S., & Staudenmayer, K. (2019). Impact of licensed federal firearm suppliers on firearm-related mortality. Journal of Trauma and Acute Care Surgery, 86(1), 123–127. https://doi.org/10.1097/TA.0000000000002067

d’Este, R. (2020). The effects of stolen-goods markets on crime: Pawnshops, property theft, and the gold rush of the 2000s. Journal of Law and Economics, 63(3), 449–472. https://doi.org/10.1086/707785

Degenshein, A. (2017). Strategies of valuation: Repertoires of worth at the financial margins. Theory and Society, 46(5), 387–409. https://doi.org/10.1007/s11186-017-9297-z

Demeau, E., & Parent, G. (2018). Impacts of crime attractors and generators on criminality in Montreal. Canadian Journal of Criminology and Criminal Justice, 60(3), 387–412. https://doi.org/10.3138/cjccj.2017-0028.r1

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. https://doi.org/10.1016/j.jbusres.2021.04.070

Eisenberg-Guyot, J., Firth, C., Klawitter, M., & Hajat, A. (2018). From payday loans to pawnshops: fringe banking, the unbanked, and health. Health Affairs, 37(3), 429–437. https://doi.org/10.1377/hlthaff.2017.1219

Fedro, A., Lahuri, S., & Ghozali, M. (2019). Legal analysis on the fatwa of sharia national council on rahn: Between legal philosophy and its implementation in Indonesia Sharia Pawnshop. Mazahib Jurnal Pemikiran Hukum Islam, 18(1), 76–116. https://doi.org/10.21093/mj.v18i1.1365

Gulimbetova, R. U., Gumar, N. A., Saparbayev, A. D., Imramziyeva, M. Y., & Kabdeshova, A. (2023). Credit technologies of banks as a mandatory component of the economic development and financial wellbeing in the republic of Kazakhstan. Rivista Di Studi Sulla Sostenibilita, 13(1), 119–133. https://doi.org/10.3280/RISS2023-001-S1008

Inoue, T. (2021). The Role of pawnshops in risk coping in early twentieth-century Japan. Financial History Review, 28(3), 319–343. https://doi.org/10.1017/S0968565021000111

Khairat, M. (2024). Penetration of muamalah jurisprudence into Indonesian Law. Al-Istinbath: Jurnal Hukum Islam, 9(2), 699–722. https://doi.org/10.29240/jhi.v9i2.11116

Khalil, M. (2022). Considering murabahah gold financing practice in Aceh with reference to islamic banking and sharia pawnshop. Miqot: Jurnal Ilmu-Ilmu Keislaman, 46(2), 220–234. https://doi.org/10.30821/miqot.v46i2.915

Kim, K. T., Lee, J., & Lee, J. M. (2019). Exploring racial/ethnic disparities in the use of alternative financial services: The moderating role of financial knowledge. Race and Social Problems, 11(2), 149–160. https://doi.org/10.1007/s12552-019-09259-y

Krupa, J. M., Boggess, L. N., Chamberlain, A. W., & Grubesic, T. H. (2021). Noxious housing: the influence of single room occupancy (SRO) facilities on neighborhood crime. Crime and Delinquency, 67(9), 1404–1428. https://doi.org/10.1177/0011128719875701

Kubrin, C. E., & Hipp, J. R. (2016). Do fringe banks create fringe neighborhoods? Examining the spatial relationship between fringe banking and neighborhood crime rates. Justice Quarterly, 33(5), 755–784. https://doi.org/10.1080/07418825.2014.959036

Lamb, L. (2016). Financial exclusion and financial capabilities in Canada. Journal of Financial Economic Policy, 8(2), 212–227. https://doi.org/10.1108/JFEP-06-2015-0037

Lee, J., Kim, K. T., & Lee, J. M. (2024). Understanding the factors behind racial and ethnic disparities in the adoption of alternative financial services: A decomposition analysis. International Journal of Bank Marketing, 42(7), 1587–1613. https://doi.org/10.1108/IJBM-03-2023-0136

Maskara, P. K., Kuvvet, E., & Chen, G. (2021). The role of P2P platforms in enhancing financial inclusion in the United States: An analysis of peer-to-peer lending across the rural–urban divide. Financial Management, 50(3), 747–774. https://doi.org/10.1111/fima.12341

Mburu, L. W., & Helbich, M. (2016). Environmental risk factors influencing bicycle theft: A spatial analysis in London, UK. PLOS ONE, 11(9). https://doi.org/10.1371/journal.pone.0163354

Murhem, S., & Ulväng, G. (2023). Pawning And pawners in the industrial era: Evidence from Sweden, 1870 To 1950. History of Retailing and Consumption, 9(1), 38–56. https://doi.org/10.1080/2373518X.2023.2259273

Nicolini, G., & Cude, B. J. (2019). The influence of financial well-being on pawnshop use. Journal of Consumer Affairs, 53(4), 1674–1692. https://doi.org/10.1111/joca.12244

O’Toole, M. J., Szkola, J., Burd-Sharps, S., Kim, B., Spoer, B. R., & Fingar, K. R. (2025). Association between US city firearms dealers and firearm suicide rates, 2015-2021. Injury Prevention. https://doi.org/10.1136/ip-2024-045432

Ouellette, L. (2017). Bare enterprise: US television and the business of dispossession (post-crisis, gender and property television). European Journal of Cultural Studies, 20(5), 490–508. https://doi.org/10.1177/1367549417701757

Russell, M. B., King-Meadows, T., & Waghmode, A. (2025). COVID-19 economic displacement and AFS use: Evidence from the 2020 collaborative multiracial post-election survey. COVID, 5(9). https://doi.org/10.3390/covid5090146

Sari, D. P., & Haryono, S. (2025). Understanding the intentions of Indonesian millennials using sharia digital pawnshops to save gold: Expanding meta-UTAUT with perceived risk, security attitude and trust. Journal of Science and Technology Policy Management. https://doi.org/10.1108/JSTPM-05-2024-0180

Shabbir, M. S. (2020). Informal shariah pawnshop in the traditional markets of Surakarta. Journal of Islamic Marketing, 11(2), 269–281. https://doi.org/10.1108/JIMA-09-2017-0097

Sukardi, B., Wijayanti, N. R., & Fachrurazi, F. (2025). Literacy and strategic marketing to raise public awareness using sharia pawnshops during the COVID-19 pandemic. Qualitative Research in Financial Markets, 17(3), 473–492. https://doi.org/10.1108/QRFM-12-2021-0205

Ulyah, S. M., & Ula, R. (2019). The effect Ff brand image on customer loyalty of the “rahn” product. International Journal of Innovation, Creativity and Change, 5(3), 1098–1105. https://scholar.unair.ac.id/en/publications/the-effect-ff-brand-image-on-customer-loyalty-of-the-rahn-product/

van Eck, N. J., & Waltman, L. (2010). Software survey: Vosviewer, A computer program for bibliometric mapping. Scientometrics, 84, 523–538. https://doi.org/10.1007/s11192-009-0146-3

Waliszewski, K., Cichowicz, E., Gębski, Ł., Kliber, F., Kubiczek, J., Niedziółka, P., Solarz, M., & Warchlewska, A. (2024). Digital loans and buy now pay later from lendtech versus bank loans in the era of ‘black swans’: complementarity in the area of consumer financing. Equilibrium. Quarterly Journal of Economics and Economic Policy, 19(1), 241–278. https://doi.org/10.24136/eq.2982

Wijaya, N. H. (2022). The challenges of sharia pawnshops in indonesia in the era of the industrial revolution 4.0. El-Mashlahah, 12(1), 52–69. https://doi.org/10.23971/elma.v12i1.3910

Yuspin, W., Textilla, D. R. P., Maulani, I., & Hardiyarti, R. Y. (2020). Animus principle and legal protection of the gold pawning agreement. International Journal of Innovation, Creativity and Change, 12(2), 356–373.

Zainuddin, M., & Md Yasin, I. M. (2020). Resurgence of an ancient idea? A study on the history of microfinance. FIIB Business Review, 9(2), 78–84. https://doi.org/10.1177/2319714520925933

Zhou, J., Hao, Y., Jin, F., & Zhou, J. (2017). Shanxi merchants’ multilevel financial system in ming and qing dynasties, China. Emerging Markets Finance and Trade, 53(2), 376–386. https://doi.org/10.1080/1540496X.2016.1185709

Zhou, L., Yao, S., Wang, J., & Ou, J. (2017). China’s Pawnbroking Industry And The Puzzle Of Losses During The 2008–2009 Global financial crisis. China: An International Journal, 15(3), 128–144. https://doi.org/10.1353/chn.2017.0031

Zulkifli, Z. (2016). Analysis of factors effected to rahn public service quality at Shari’apawnshop Pekanbaru. Universitas Islam Riau.

Zulkifli, Z. (2017). Marketing Analysis At Pawnshop Shari’a Pekanbaru Riau, Indonesia. Espacios, 38(21). https://revistaespacios.com/a17v38n21/a17v38n21p12.pdf

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Published

2026-07-27

How to Cite

Mabel, S. N. (2026). Mapping the global development of pawnshop research: A bibliometric analysis of scopus-indexed publications. Journal of Sustainability, Society, and Eco-Welfare, 4(1), 120–140. https://doi.org/10.61511/jssew.v4i1.2026.3519

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