IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v15y2022i10p451-d936859.html
   My bibliography  Save this article

What Do We Know about Crowdfunding and P2P Lending Research? A Bibliometric Review and Meta-Analysis

Author

Listed:
  • Mustafa Raza Rabbani

    (Department of Economics and Finance, College of Business Administration, University of Bahrain, Sakhir P.O. Box 32038, Bahrain)

  • Abu Bashar

    (School of Management, IMS Unison University, Dehradun 248009, India)

  • Iqbal Thonse Hawaldar

    (College of Business Administration, Kingdom University, Riffa P.O. Box 40434, Bahrain)

  • Muneer Shaik

    (School of Management, Mahindra University, Hyderabad 500043, India)

  • Mohammed Selim

    (Department of Economics and Finance, College of Business Administration, University of Bahrain, Sakhir P.O. Box 32038, Bahrain)

Abstract

In the era of fintech, businesses using technology other than traditional banks are providing financial services. Crowdfunding and peer-to-peer (P2P) lending are two of the most exciting financial innovations of the twenty-first century. In this paper, we use a bibliometric review and meta-analysis to understand the academic research on crowdfunding and P2P lending. Our findings show that the research on this topic has grown a lot in terms of publications since 2013 and the maximum mean total citations were observed in the year 2014. We provide the details about the most influential authors based on total citations, authors with the greatest number of publications, the most influential documents, significant journal sources, highest single country production, multiple country production, and important affiliations. We further apply the network analysis and visualisation techniques wherein we provide the details of the citation analysis of documents, co-citation analysis of authors, and co-occurrence analysis of author keywords. Finally, we provide the future directions of the research on this burgeoning topic.

Suggested Citation

  • Mustafa Raza Rabbani & Abu Bashar & Iqbal Thonse Hawaldar & Muneer Shaik & Mohammed Selim, 2022. "What Do We Know about Crowdfunding and P2P Lending Research? A Bibliometric Review and Meta-Analysis," JRFM, MDPI, vol. 15(10), pages 1-23, October.
  • Handle: RePEc:gam:jjrfmx:v:15:y:2022:i:10:p:451-:d:936859
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/15/10/451/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1911-8074/15/10/451/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Shahnawaz Khan & Mustafa Raza Rabbani, 2021. "Artificial Intelligence and NLP -Based Chatbot for Islamic Banking and Finance," International Journal of Information Retrieval Research (IJIRR), IGI Global, vol. 11(3), pages 65-77, July.
    2. Haitham Nobanee & Mehroz Nida Dilshad & Mona Al Dhanhani & Maitha Al Neyadi & Sultan Al Qubaisi & Saeed Al Shamsi, 2021. "Big Data Applications the Banking Sector: A Bibliometric Analysis Approach," SAGE Open, , vol. 11(4), pages 21582440211, December.
    3. Armin Schwienbacher, 2019. "Equity crowdfunding: anything to celebrate?," Venture Capital, Taylor & Francis Journals, vol. 21(1), pages 65-74, January.
    4. Suri, Tavneet & Bharadwaj, Prashant & Jack, William, 2021. "Fintech and household resilience to shocks: Evidence from digital loans in Kenya," Journal of Development Economics, Elsevier, vol. 153(C).
    5. Giancarlo Giudici & Massimiliano Guerini & Cristina Rossi-Lamastra, 2018. "Reward-based crowdfunding of entrepreneurial projects: the effect of local altruism and localized social capital on proponents’ success," Small Business Economics, Springer, vol. 50(2), pages 307-324, February.
    6. Franz Flögel & Marius Beckamp, 2020. "Will FinTech make regional banks superfluous for small firm finance? Observations from soft information‐based lending in Germany," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
    7. Peter Konhäusner & Marius Thielmann & Veronica Câmpian & Dan-Cristian Dabija, 2021. "Crowdfunding for Independent Print Media: E-Commerce, Marketing, and Business Development," Sustainability, MDPI, vol. 13(19), pages 1-17, October.
    8. Véronique Bessière & Eric Stéphany & Peter Wirtz, 2020. "Crowdfunding, business angels, and venture capital: an exploratory study of the concept of the funding trajectory," Venture Capital, Taylor & Francis Journals, vol. 22(2), pages 135-160, June.
    9. Mohammad Shahfaraz Khan & Mustafa Raza Rabbani & Iqbal Thonse Hawaldar & Abu Bashar, 2022. "Determinants of Behavioral Intentions to Use Islamic Financial Technology: An Empirical Assessment," Risks, MDPI, vol. 10(6), pages 1-13, May.
    10. Lihuan Guo & Wei Wang & Yenchun Jim Wu & Mark Goh, 2021. "How much do social connections matter in fundraising outcomes?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    11. Ellman, Matthew & Hurkens, Sjaak, 2019. "Optimal crowdfunding design," Journal of Economic Theory, Elsevier, vol. 184(C).
    12. Farhoud, Mohamed & Shah, Sheeza & Stenholm, Pekka & Kibler, Ewald & Renko, Maija & Terjesen, Siri, 2021. "Social enterprise crowdfunding in an acute crisis," Journal of Business Venturing Insights, Elsevier, vol. 15(C).
    13. Rose, Stefan & Wentzel, Daniel & Hopp, Christian & Kaminski, Jermain, 2021. "Launching for success: The effects of psychological distance and mental simulation on funding decisions and crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 36(6).
    14. Michael E. Cummings & Hans Rawhouser & Silvio Vismara & Erin L. Hamilton, 2020. "An equity crowdfunding research agenda: evidence from stakeholder participation in the rulemaking process," Small Business Economics, Springer, vol. 54(4), pages 907-932, April.
    15. Katja Bringmann & Thomas Vanoutrive & Ann Verhetsel, 2018. "Venture capital: The effect of local and global social ties on firm performance," Papers in Regional Science, Wiley Blackwell, vol. 97(3), pages 737-755, August.
    16. Aurélie SANNAJUST & Fabien ROUX & Anissa CHAIBI, 2014. "Crowdfunding In France: A New Revolution?," Working Papers 2014-234, Department of Research, Ipag Business School.
    17. Swati Oberoi & Smita Srivastava & Vishal K. Gupta & Rohit Joshi & Atul Mehta, 2022. "Crowd Reactions to Entrepreneurial Failure in Rewards-Based Crowdfunding: A Psychological Contract Theory Perspective," JRFM, MDPI, vol. 15(7), pages 1-26, July.
    18. Baucus, Melissa S. & Mitteness, Cheryl R., 2016. "Crowdfrauding: Avoiding Ponzi entrepreneurs when investing in new ventures," Business Horizons, Elsevier, vol. 59(1), pages 37-50.
    19. Calic, Goran & Shevchenko, Anton, 2020. "How signal intensity of behavioral orientations affects crowdfunding performance: The role of entrepreneurial orientation in crowdfunding business ventures," Journal of Business Research, Elsevier, vol. 115(C), pages 204-220.
    20. Manuel Kaiser & Elisabeth S. C. Berger, 2021. "Trust in the investor relationship marketing of startups: a systematic literature review and research agenda," Management Review Quarterly, Springer, vol. 71(2), pages 491-517, April.
    21. Haichao Zheng & Zihao Qi & Xin Luo & Liting Li & Bo Xu, 2020. "The value of backers’ word-of-mouth in crowdfunding projects filtering: an empirical investigation," Electronic Commerce Research, Springer, vol. 20(4), pages 757-782, December.
    22. Carlos Campillo-Artero & Jaume Puig-Junoy & José Luis Segú-Tolsa & Marta Trapero-Bertran, 2020. "Price Models for Multi-indication Drugs: A Systematic Review," Applied Health Economics and Health Policy, Springer, vol. 18(1), pages 47-56, February.
    23. Isabell Tenner, 2021. "The potential of crowdfunding for sustainable development: a comparison of sustainable and conventional crowdfunding projects," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 13(5), pages 508-527.
    24. Sara Hsu & Jianjun Li & Hong Bao, 2021. "P2P lending in China: Role and prospects for the future," Manchester School, University of Manchester, vol. 89(5), pages 526-540, September.
    25. Forgione, Antonio Fabio & Migliardo, Carlo, 2020. "CSR engagement and market structure: Evidence from listed banks," Finance Research Letters, Elsevier, vol. 35(C).
    26. David Devigne & Sophie Manigart & Tom Vanacker & Klaas Mulier, 2018. "Venture Capital Internationalization: Synthesis And Future Research Directions," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1414-1445, December.
    27. Lars Hornuf & Armin Schwienbacher, 2017. "Should securities regulation promote equity crowdfunding?," Small Business Economics, Springer, vol. 49(3), pages 579-593, October.
    28. Martin Walther & Marco Bade, 2020. "Observational learning and willingness to pay in equity crowdfunding," Business Research, Springer;German Academic Association for Business Research, vol. 13(2), pages 639-661, July.
    29. Moss, Todd W. & Renko, Maija & Block, Emily & Meyskens, Moriah, 2018. "Funding the story of hybrid ventures: Crowdfunder lending preferences and linguistic hybridity," Journal of Business Venturing, Elsevier, vol. 33(5), pages 643-659.
    30. Jünger, Moritz & Mietzner, Mark, 2020. "Banking goes digital: The adoption of FinTech services by German households," Finance Research Letters, Elsevier, vol. 34(C).
    31. Lenore Palladino, 2019. "Democratizing Investment," Politics & Society, , vol. 47(4), pages 573-591, December.
    32. Adair Morse, 2015. "Peer-to-Peer Crowdfunding: Information and the Potential for Disruption in Consumer Lending," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 463-482, December.
    33. Myung Ja Kim & C. Michael Hall, 2019. "Can Co-Creation and Crowdfunding Types Predict Funder Behavior? An Extended Model of Goal-Directed Behavior," Sustainability, MDPI, vol. 11(24), pages 1-23, December.
    34. Wehnert, Peter & Baccarella, Christian V. & Beckmann, Markus, 2019. "In crowdfunding we trust? Investigating crowdfunding success as a signal for enhancing trust in sustainable product features," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 128-137.
    35. Othmar M. Lehner, 2014. "The formation and interplay of social capital in crowdfunded social ventures," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 26(5-6), pages 478-499, August.
    36. Hossein Hassani & Xu Huang & Emmanuel Silva & Mansi Ghodsi, 2020. "Deep Learning and Implementations in Banking," Annals of Data Science, Springer, vol. 7(3), pages 433-446, September.
    37. 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.
    38. Adair Morse, 2015. "Peer-to-Peer Crowdfunding: Information and the Potential for Disruption in Consumer Lending," NBER Working Papers 20899, National Bureau of Economic Research, Inc.
    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. Mohammad Wasiq & Abu Bashar & Syed Akmal & Mustafa Raza Rabbani & Mohd Afzal Saifi & Nishad Nawaz & Youssef Tarek Nasef, 2023. "Adoption and Applications of Blockchain Technology in Marketing: A Retrospective Overview and Bibliometric Analysis," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    2. Umar Nawaz Kayani & Misbah Sadiq & Mustafa Raza Rabbani & Ahmet Faruk Aysan & Farrukh Nawaz Kayani, 2023. "Examining the Relationship between Economic Growth, Financial Development, and Carbon Emissions: A Review of the Literature and Scientometric Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 13(2), pages 489-499, March.

    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. Messeni Petruzzelli, Antonio & Natalicchio, Angelo & Panniello, Umberto & Roma, Paolo, 2019. "Understanding the crowdfunding phenomenon and its implications for sustainability," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 138-148.
    2. Douglas Cumming & Michele Meoli & Silvio Vismara, 2021. "Does equity crowdfunding democratize entrepreneurial finance?," Small Business Economics, Springer, vol. 56(2), pages 533-552, February.
    3. Feng Chen & Jian Ding & Mochou Li & Bingqing Wang, 2021. "From self‐entertainment to being appreciated: how does social media transfer talent to business?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(5), pages 6113-6146, December.
    4. Saurav Chandra Talukder & Zoltán Lakner, 2023. "Exploring the Landscape of Social Entrepreneurship and Crowdfunding: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    5. Tanja Jovanović, 2019. "Crowdfunding: What Do We Know So Far?," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(01), pages 1-25, February.
    6. Felix Reichenbach & Martin Walther, 2021. "Signals in equity-based crowdfunding and risk of failure," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-30, December.
    7. Borello, Giuliana & De Crescenzo, Veronica & Pichler, Flavio, 2019. "Factors for success in European crowdinvesting," Journal of Economics and Business, Elsevier, vol. 106(C).
    8. Shuangfa Huang & David Pickernell & Martina Battisti & Thang Nguyen, 2022. "Signalling entrepreneurs’ credibility and project quality for crowdfunding success: cases from the Kickstarter and Indiegogo environments," Small Business Economics, Springer, vol. 58(4), pages 1801-1821, April.
    9. Hörisch, Jacob & Tenner, Isabell, 2020. "How environmental and social orientations influence the funding success of investment-based crowdfunding: The mediating role of the number of funders and the average funding amount," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    10. Belleflamme, Paul & Omrani, Nessrine & Peitz, Martin, 2015. "The economics of crowdfunding platforms," Information Economics and Policy, Elsevier, vol. 33(C), pages 11-28.
    11. Amina Rizwan & Faisal Mustafa, 2022. "Fintech Attaining Sustainable Development: An Investor Perspective of Crowdfunding Platforms in a Developing Country," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    12. Cai, Wanxiang & Polzin, Friedemann & Stam, Erik, 2021. "Crowdfunding and social capital: A systematic review using a dynamic perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    13. Kędzierska-Szczepaniak Angelika, 2018. "The Initiatives Supported by Reward-Based Crowdfunding in Poland," Management Sciences. Nauki o Zarządzaniu, Sciendo, vol. 23(4), pages 18-27, December.
    14. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    15. Troise, Ciro & Tani, Mario & Dinsmore, John & Schiuma, Giovanni, 2021. "Understanding the implications of equity crowdfunding on sustainability-oriented innovation and changes in agri-food systems: Insights into an open innovation approach," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    16. Di Pietro, Francesca & Butticè, Vincenzo, 2020. "Institutional characteristics and the development of crowdfunding across countries," International Review of Financial Analysis, Elsevier, vol. 71(C).
    17. Emil Adamek & Jan Janku, 2022. "What Drives Small Business Crowdfunding? Impact of Macroeconomic and Financial Factors," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 72(2), pages 172-196, June.
    18. Goethner, Maximilian & Hornuf, Lars & Regner, Tobias, 2021. "Protecting investors in equity crowdfunding: An empirical analysis of the small investor protection act," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    19. Manconi, Alberto & Braggion, Fabio & Zhu, Haikun, 2018. "Can Technology Undermine Macroprudential Regulation? Evidence from Peer-to-Peer Credit in China," CEPR Discussion Papers 12668, C.E.P.R. Discussion Papers.
    20. Erel, Isil & Liebersohn, Jack, 2022. "Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 146(1), pages 90-118.

    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:gam:jjrfmx:v:15:y:2022:i:10:p:451-:d:936859. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.