How friendship networks work in online P2P lending markets
Siming Li,
Zhangxi Lin,
Jiaxian Qiu,
Roozmehr Safi and
Zhongyi Xiao
Nankai Business Review International, 2015, vol. 6, issue 1, 42-67
Abstract:
Purpose - – The purpose of this paper is to study the effects of multidimensional friendship networks on economic outcomes in the domain of online people-to-people (P2P) lending markets. Design/methodology/approach - – The empirical analysis is based on the data set of transactions and friendship networks fromPPDai.commarket, the most prominent P2P lending market in China. A friendship hierarchy is proposed in this paper to conceptualize friendship network types. Furthermore, methodologies oft-test, logistic regression and ordinary least squares regression are implemented to measure the impact of multidimensional friendship network variables on the probability of successful funding, as well as the interest rates on funded loans. Findings - – The study demonstrates significant effects of structural, relational and cognitive friendship networks usingPPDai.comdata. The results indicate that structural friendship network measured in terms of the number of friendship ties is a significant factor of funding performance. Additionally, borrowers, who are involved in higher-quality friendship networks, are more likely to be funded and pay lower interest rates on funded loans. Also, the deeper the level of the relationship is in the friendship hierarchy, the more significant will be the effect of friendship on the final economic results. Furthermore, quality is more important than quantity in determining funding performance. Originality/value - – This paper is the first to study the effects of multidimensional friendship networks on economic outcome variables in the domain of online P2P lending, thus broadening the theory of multidimensional social capital, which can deepen our understanding about how social networks work and have significant implications practically and theoretically.
Keywords: Friendship networks; Information asymmetry; People-to-people lending; PPDai.com (search for similar items in EconPapers)
Date: 2015
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Persistent link: https://EconPapers.repec.org/RePEc:eme:nbripp:v:6:y:2015:i:1:p:42-67
DOI: 10.1108/NBRI-01-2014-0010
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