IDEAS home Printed from https://ideas.repec.org/p/ess/wpaper/id13037.html
   My bibliography  Save this paper

Big Data-Based Peer-to-Peer Lending Fintech: Surveillance System through Utilization of Google Play Review

Author

Listed:
  • Nika Pranata
  • Alan Ray Farandy

Abstract

Peer-to-peer lending (P2PL) FinTech is growing rapidly in Indonesia. With its flexibility and simplicity, P2PL reduces the gap in financing that cannot be fulfilled by banks. However, the rapid development of P2PL also raises a number of problems that burden users such as unethical debt collection methods, and the imposition of excessive interest rate and other costs that potentially threaten national financial system stability. Therefore, by utilizing big data, which in this case is 40,650 reviews from 110 P2PLs obtained from Google Play within the period of March 2016–August 2018, this research builds a big data-based P2PL surveillance system based on four aspects, namely legality, review rating, debt collection methods, and level of interest rates and other costs.

Suggested Citation

  • Nika Pranata & Alan Ray Farandy, 2019. "Big Data-Based Peer-to-Peer Lending Fintech: Surveillance System through Utilization of Google Play Review," Working Papers id:13037, eSocialSciences.
    • Handle: RePEc:ess:wpaper:id:13037
    Note: Institutional Papers
    as

    Download full text from publisher

    File URL: http://www.esocialsciences.org/Download/repecDownload.aspx?fname=A2019423124231_29.pdf&fcategory=Articles&AId=13037&fref=repec
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gregor Dorfleitner & Lars Hornuf & Matthias Schmitt & Martina Weber, 2017. "FinTech in Germany," Springer Books, Springer, number 978-3-319-54666-7, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Angela Tritto & Yujia He & Victoria Amanda Junaedi, 2020. "Governing the gold rush into emerging markets: a case study of Indonesia’s regulatory responses to the expansion of Chinese-backed online P2P lending," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-24, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mustafa Raza Rabbani & Shahnawaz Khan & Eleftherios I. Thalassinos, 2020. "FinTech, Blockchain and Islamic Finance: An Extensive Literature Review," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(2), pages 65-86.
    2. Seiler, Volker & Fanenbruck, Katharina Maria, 2021. "Acceptance of digital investment solutions: The case of robo advisory in Germany," Research in International Business and Finance, Elsevier, vol. 58(C).
    3. Hasnan Baber, 2020. "FinTech, Crowdfunding and Customer Retention in Islamic Banks," Vision, , vol. 24(3), pages 260-268, September.
    4. Jünger, Moritz & Mietzner, Mark, 2020. "Banking goes digital: The adoption of FinTech services by German households," Finance Research Letters, Elsevier, vol. 34(C).
    5. Tobias Riasanow & Lea Jäntgen & Sebastian Hermes & Markus Böhm & Helmut Krcmar, 2021. "Core, intertwined, and ecosystem-specific clusters in platform ecosystems: analyzing similarities in the digital transformation of the automotive, blockchain, financial, insurance and IIoT industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(1), pages 89-104, March.
    6. Małgorzata Hałasik-Kozajda & Martyna Olbryś, 2020. "Analiza ewolucji i struktury sektora fintech," Bank i Kredyt, Narodowy Bank Polski, vol. 51(5), pages 549-586.
    7. Florian Diener & Miroslav Špaček, 2021. "Digital Transformation in Banking: A Managerial Perspective on Barriers to Change," Sustainability, MDPI, vol. 13(4), pages 1-27, February.
    8. Gregor Dorfleitner & Lars Hornuf & Julia Kreppmeier, 2021. "Promise not Fulfilled: FinTech Data Privacy, and the GDPR," CESifo Working Paper Series 9359, CESifo.
    9. Alice Rossi & Silvio Vismara, 2018. "What do crowdfunding platforms do? A comparison between investment-based platforms in Europe," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 93-118, March.
    10. Khan, Muhammad Zubair & Khan, Zafir Ullah & Hameed, Affan & Zada, Shehnaz Sahib, 2021. "On the upside or flipside: Where is venture capital positioned in the era of digital disruptions?," Technology in Society, Elsevier, vol. 65(C).
    11. Yingying Zhang-Zhang & Sylvia Rohlfer & Jay Rajasekera, 2020. "An Eco-Systematic View of Cross-Sector Fintech: The Case of Alibaba and Tencent," Sustainability, MDPI, vol. 12(21), pages 1-25, October.
    12. Christa Hainz & Lars Hornuf & Lars Klöhn & Björn Brauer & Felix Ehrenfried & Gerrit Engelmann, 2017. "Die Befreiungsvorschriften des Kleinanlegerschutzgesetzes," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 70(06), pages 26-35, March.
    13. Franziska Sohns & Dariusz Wójcik, 2020. "The impact of Brexit on London’s entrepreneurial ecosystem: The case of the FinTech industry," Environment and Planning A, , vol. 52(8), pages 1539-1559, November.
    14. repec:ces:ifodic:v:15:y:2017:i:3:p:50000000000050 is not listed on IDEAS
    15. Yong Jae Shin & Yongrok Choi, 2019. "Feasibility of the Fintech Industry as an Innovation Platform for Sustainable Economic Growth in Korea," Sustainability, MDPI, vol. 11(19), pages 1-21, September.
    16. Scheckenbach, Isabel & Wimmer, Maximilian & Dorfleitner, Gregor, 2021. "The higher you fly, the harder you try not to fall: An analysis of the risk taking behavior in social trading," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 239-259.
    17. Le, Lan-TN & Yarovaya, Larisa & Nasir, Muhammad Ali, 2021. "Did COVID-19 change spillover patterns between Fintech and other asset classes?," Research in International Business and Finance, Elsevier, vol. 58(C).
    18. Florian Diener & Miroslav Špaček, 2020. "The Role of ‘Digitalization’ in German Sustainability Bank Reporting," IJFS, MDPI, vol. 8(1), pages 1-15, March.
    19. Dorfleitner, Gregor & Fischer, Lukas & Lung, Carina & Willmertinger, Philipp & Stang, Nico & Dietrich, Natalie, 2018. "To follow or not to follow – An empirical analysis of the returns of actors on social trading platforms," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 160-171.
    20. Anil Savio Kavuri & Alistair Milne, 2019. "FinTech and the future of financial services: What are the research gaps?," CAMA Working Papers 2019-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    21. Ivan D. Kotliarov, 2020. "Digital transformation of the financial industry: The substance and trends," Upravlenets, Ural State University of Economics, vol. 11(3), pages 72-81, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ess:wpaper:id:13037. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Padma Prakash (email available below). General contact details of provider: http://www.esocialsciences.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.