Information sharing and user behavior in internet-enabled peer-to-peer lending systems: an empirical study

Internet-based information systems (IS) have enabled various forms of collective intelligence, action, and resources (e.g. open source software, innovation marketplaces, crowdsourcing, and crowdfunding). Within the domain of crowdfunding, Internet-enabled Peer-to-Peer Lending Systems (IP2PLS) have emerged as a disruptive technology, with implications for the financial services sector, business capitalization strategies, and personal and community development. IS research investigating user behavior in IP2PLS has revealed the saliency of social identity and personal transparency (as expressed through information sharing) in such systems. Prior research has largely focused on a small number of IP2PLS providers, thus this study examines a very large but under-researched platform. The study tests a theoretical model based on Social Identity Theory and prior IP2PLS studies, through an analysis of 116,667 loan records, and a subsequent analysis of 1000 manually coded records, to investigate the impact of information sharing on user (lenders and borrowers) behavior. The study reveals the importance of social (vs financial) data, and further reveals relationships that frequently contradict prior findings from other IP2PLS. The study thus implies the need for a more heterogeneous view of the IP2PLS domain, and the need to more fully understand as systems that support user behavior by enabling social information exchanges.

[1]  H. Tajfel,et al.  An integrative theory of intergroup conflict. , 1979 .

[2]  H. Tajfel,et al.  Individuals and groups in social psychology. , 1979 .

[3]  Byungtae Lee,et al.  From the wisdom of crowds to my own judgment in microfinance through online peer-to-peer lending platforms , 2012, Electron. Commer. Res. Appl..

[4]  R. Ashmore,et al.  An organizing framework for collective identity: articulation and significance of multidimensionality. , 2004, Psychological bulletin.

[5]  Lynda S. Livingston,et al.  Creating a New Type of Student Managed Fund Using Peer-to-Peer Loans , 2009 .

[6]  Elina Hiltunen,et al.  The future sign and its three dimensions , 2008 .

[7]  Sergio Herrero-Lopez,et al.  Social interactions in P2P lending , 2009, SNA-KDD '09.

[8]  C. S. Bradford Crowdfunding and the Federal Securities Laws , 2012 .

[9]  N. Ambady,et al.  Stereotype Susceptibility: Identity Salience and Shifts in Quantitative Performance , 1999 .

[10]  Ivona Hidega,et al.  Organizational Behavior and Human Decision Processes , 2019 .

[11]  J. Hoelter The effects of role evaluation and commitment on identity salience. , 1983 .

[12]  P. Burke IDENTITY PROCESSES AND SOCIAL STRESS , 1991 .

[13]  S. C. Berger,et al.  Emergence of Financial Intermediaries in Electronic Markets: The Case of Online P2P Lending , 2009 .

[14]  Rick L. Andrews,et al.  Strategic Herding Behavior in Peer-to-Peer Loan Auctions , 2010 .

[15]  Chaodong Han,et al.  A Comparative Study of online P2P Lending in the USA andChina , 2012 .

[16]  Byungtae Lee,et al.  Does borrowers' information renewal change lenders' decision in P2P lending?: an empirical investigation , 2012, ICEC '12.

[17]  Byungtae Lee,et al.  Herding behavior in online P2P lending: An empirical investigation , 2012, Electron. Commer. Res. Appl..

[18]  M. Klafft Peer to Peer Lending: Auctioning Microcredits over the Internet , 2008 .

[19]  Frances Bell,et al.  Online Social Lending: Borrower-Generated Content , 2008, AMCIS.

[20]  Mats Alvesson,et al.  Self-doubters, strugglers, storytellers, surfers and others: Images of self-identities in organization studies , 2010 .

[21]  Richard T. Serpe,et al.  Identity salience and psychological centrality: Equivalent, overlapping, or complementary concepts? , 1994 .

[22]  Loretta J. Mester What's the point of credit scoring? , 1997 .

[23]  U. Dholakia,et al.  Tell Me a Good Story and I May Lend you Money: The Role of Narratives in Peer-to-Peer Lending Decisions , 2011 .

[24]  B. Helmig,et al.  What Do We Know About the Identity Salience Model of Relationship Marketing Success? A Review of the Literature , 2008 .

[25]  C. Bhattacharya,et al.  Consumer–Company Identification: A Framework for Understanding Consumers’ Relationships with Companies , 2003 .

[26]  Martin Kupp,et al.  ZOPA: Web 2.0 Meets Retail Banking , 2007 .

[27]  S. Stryker Identity Salience and Role Performance: The Relevance of Symbolic Interaction Theory for Family Research , 1968 .

[28]  Celia V. Harquail,et al.  Organizational images and member identification. , 1994 .

[29]  S. Hunt,et al.  The Identity Salience Model of Relationship Marketing Success: The Case of Nonprofit Marketing , 2003 .

[30]  Robert J. Kauffman,et al.  Research Commentary - Information Transparency in Business-to-Consumer Markets: Concepts, Framework, and Research Agenda , 2010, Inf. Syst. Res..

[31]  Rajiv D. Banker,et al.  Is the Leaderboard Information Useful to Investors? : The Leaderboard Effect in P2P Lending , 2012, ICIS.

[32]  Anindya Ghose,et al.  Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets , 2008, Inf. Syst. Res..

[33]  Jolynna Sinanan Lenders, borrowers and fellows: personal narrative and social entrepreneurship in online microfinance , 2009, OZCHI '09.

[34]  B. Uzzi,et al.  The Sources and Consequences of Embeddedness for the Economic Performance of Organizations: The Network Effect , 1996 .

[35]  Rainer Böhme,et al.  The Role of Soft Information in Trust Building: Evidence from Online Social Lending , 2010, TRUST.

[36]  Erzo F. P. Luttmer,et al.  Screening in New Credit Markets: Can Individual Lenders Infer Borrower Creditworthiness in Peer-to-Peer Lending? , 2009 .

[37]  Hui Wang,et al.  The Role of Social Capital in People-to-People Lending Marketplaces , 2009, ICIS.

[38]  David M. Markowitz,et al.  Peer to Peer Lending: The Relationship Between Language Features, Trustworthiness, and Persuasion Success , 2011 .

[39]  Megan Moodie,et al.  Microfinance and the Gender of Risk: The Case of Kiva.org , 2013, Signs: Journal of Women in Culture and Society.

[40]  Jure Leskovec,et al.  Dynamics of bidding in a P2P lending service: effects of herding and predicting loan success , 2011, WWW.

[41]  John C. Turner,et al.  Social Identity Salience and the Emergence of Stereotype Consensus , 1999 .

[42]  Lance A. Young,et al.  Trust and Credit: The Role of Appearance in Peer-to-peer Lending , 2012 .

[43]  Eric C. Chaffee,et al.  Regulating On-Line Peer-to-Peer Lending in the Aftermath of Dodd-Frank: In Search of an Evolving Regulatory Regime for an Evolving Industry , 2011 .

[44]  H. Ansoff,et al.  Managing Strategic Surprise by Response to Weak Signals , 1975 .

[45]  B. Funk,et al.  Online Peer-to-Peer Lending - A Literature Review , 2011 .

[46]  George Loewenstein,et al.  Lenders’ blind trust and borrowers’ blind spots: A descriptive investigation of personal loans , 2012 .

[47]  G. Jin,et al.  Do Social Networks Solve Information Problems for Peer-to-Peer Lending? Evidence from Prosper.Com , 2008 .

[48]  Abbie J. Smith,et al.  Transparency, Financial Accounting Information, and Corporate Governance , 2003 .

[49]  E. Berkovich,et al.  Search and herding effects in peer-to-peer lending: evidence from prosper.com , 2011 .

[50]  Hui Wang,et al.  Building Consumer-to-Consumer Trust in E-Finance Marketplaces: An Empirical Analysis , 2010, Int. J. Electron. Commer..

[51]  Dean Croushore,et al.  How big is your share of government debt , 1990 .

[52]  Devin G. Pope,et al.  What’s in a Picture? , 2011, The Journal of Human Resources.

[53]  Waymond Rodgers,et al.  Information Content and Recency Effect of the Audit Report in Loan Rating Decisions , 2007 .

[54]  Mohamed Khalifa,et al.  Knowledge contribution in virtual communities: accounting for multiple dimensions of social presence through social identity , 2010, PACIS.

[55]  N. Haslam,et al.  Essentialist beliefs about social categories. , 2000, The British journal of social psychology.

[56]  S. Stryker Symbolic Interactionism: A Social Structural Version , 1980 .

[57]  Michael L. Katz,et al.  Remarks on the Economic Implications of Convergence , 1996 .

[58]  Эшфорт Блейк,et al.  Social identity theory and the organization , 2012 .

[59]  Hui Wang,et al.  Herding in Multi-winner Auctions , 2010, ICIS.

[60]  Siva Viswanathan,et al.  Can Social Networks Help Mitigate Information Asymmetry in Online Markets? , 2009, ICIS.

[61]  S. Stryker,et al.  From Mead to a Structural Symbolic Interactionism and Beyond , 2008 .

[62]  Paul A. Pavlou,et al.  Building Effective Online Marketplaces with Institution-Based Trust , 2004, Inf. Syst. Res..

[63]  P. Burke,et al.  Trust and commitment through self-verification. , 1999 .

[64]  Mingfeng Lin Peer-to-Peer Lending: An Empirical Study , 2009, AMCIS 2009.

[65]  Izak Benbasat,et al.  The Identity Crisis Within the IS Discipline: Defining and Communicating the Discipline's Core Properties , 2003, MIS Q..

[66]  Jyrki Wallenius,et al.  Borrower Decision Aid for people-to-people lending , 2010, Decis. Support Syst..

[67]  P. Burke,et al.  An Identity Theory Approach to Commitment , 1991 .

[68]  P. Burke,et al.  Identity theory and social identity theory , 2000 .

[69]  F. A. Hayek The American Economic Review , 2007 .

[70]  Jeroen G. Kuilman,et al.  Industrial and Corporate Change , 2013 .

[71]  Jack J. Barry Microfinance, the Market and Political Development in the Internet Age , 2012 .

[72]  Peng Liu,et al.  Rational Herding in Microloan Markets , 2012, Manag. Sci..

[73]  C. Shapiro,et al.  Network Externalities, Competition, and Compatibility , 1985 .

[74]  Jyrki Wallenius,et al.  Bidding strategies for real-life small loan auctions , 2011, Decis. Support Syst..

[75]  Nina Eliasoph,et al.  Culture in Interaction1 , 2003, American Journal of Sociology.

[76]  Bin Gu,et al.  Social Influence and Defaults in Peer-to-Peer Lending Networks , 2012, ICIS.

[77]  Hui Xiong,et al.  Enhancing investment decisions in P2P lending: an investor composition perspective , 2011, KDD.

[78]  Robert J. Kauffman,et al.  Electronic commerce research and applications ECRA Co-Editors' Introduction for Volume 8, Issue 2, March-April 2009 , 2009, Electron. Commer. Res. Appl..

[79]  Seyedamir Tavakoli Taba,et al.  Synthetic standards in managing health lifecycles and Cyber relationships , 2014 .

[80]  G. Jin,et al.  Do Social Networks Solve Information Problems for Peer-to-Peer Lending? Evidence from Prosper.Com , 2008 .

[81]  P. Sørensen Emergence of Financial Intermediaries in Electronic Markets : The Case of Online P 2 P Lending , 2008 .

[82]  Hui Wang,et al.  People-to-People Lending: The Emerging e-Commerce Transformation of a Financial Market , 2009, AMCIS.

[83]  Ning Chen,et al.  Social lending , 2009, EC '09.

[84]  J. Wyatt Decision support systems. , 2000, Journal of the Royal Society of Medicine.

[85]  Robert Hampshire,et al.  Sending mixed signals: multilevel reputation effects in peer-to-peer lending markets , 2010, CSCW '10.

[86]  Mark S. Granovetter The Strength of Weak Ties , 1973, American Journal of Sociology.

[87]  U. Dholakia,et al.  How accounts shape lending decisions through fostering perceived trustworthiness , 2011 .

[88]  P. Callero,et al.  Role-identity salience , 1985 .

[89]  Ji Dae Kim,et al.  A COMPARATIVE STUDY OF THE TELEMATICS INDUSTRYIN KOREA AND CHINA , 2012 .

[90]  Hui Wang,et al.  Prosper - The eBay for Money in Lending 2.0 , 2011, Commun. Assoc. Inf. Syst..