Optimal group size in microlending

IF 0.8 Q4 BUSINESS, FINANCE
Philip Protter, Alejandra Quintos
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引用次数: 1

Abstract

Microlending, where a bank lends to a small group of people without credit histories, began with the Grameen Bank in Bangladesh, and is widely seen as the creation of Muhammad Yunus, who received the Nobel Peace Prize in recognition of his largely successful efforts. Since that time the modeling of microlending has received a fair amount of academic attention. One of the issues not yet addressed in full detail, however, is the issue of the size of the group. Some attention has nevertheless been paid using an experimental and game theory approach. We, instead, take a mathematical approach to the issue of an optimal group size, where the goal is to minimize the probability of default of the group. To do this, one has to create a model with interacting forces, and to make precise the hypotheses of the model. We show that the original choice of Muhammad Yunus, of a group size of five people, is, under the right, and, we believe, reasonable hypotheses, either close to optimal, or even at times exactly optimal, i.e., the optimal group size is indeed five people.

微透镜中的最佳组大小
小额贷款是一家银行向一小群没有信用记录的人放贷,始于孟加拉国的格拉明银行,被广泛视为穆罕默德·尤努斯的创造,他获得了诺贝尔和平奖,以表彰他在很大程度上取得的成功。从那时起,微透镜的建模就受到了相当多的学术关注。然而,尚未完全详细解决的问题之一是该小组的规模问题。尽管如此,使用实验和博弈论方法还是引起了一些关注。相反,我们采用数学方法来解决最优群体规模的问题,其中的目标是最小化群体违约的概率。要做到这一点,必须创建一个具有相互作用的力的模型,并对模型进行精确的假设。我们证明,穆罕默德·尤努斯最初选择的五人小组规模是正确的,我们相信,合理的假设,要么接近最优,要么有时完全最优,即最优小组规模确实是五人。
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来源期刊
Annals of Finance
Annals of Finance BUSINESS, FINANCE-
CiteScore
2.00
自引率
10.00%
发文量
15
期刊介绍: Annals of Finance provides an outlet for original research in all areas of finance and its applications to other disciplines having a clear and substantive link to the general theme of finance. In particular, innovative research papers of moderate length of the highest quality in all scientific areas that are motivated by the analysis of financial problems will be considered. Annals of Finance''s scope encompasses - but is not limited to - the following areas: accounting and finance, asset pricing, banking and finance, capital markets and finance, computational finance, corporate finance, derivatives, dynamical and chaotic systems in finance, economics and finance, empirical finance, experimental finance, finance and the theory of the firm, financial econometrics, financial institutions, mathematical finance, money and finance, portfolio analysis, regulation, stochastic analysis and finance, stock market analysis, systemic risk and financial stability. Annals of Finance also publishes special issues on any topic in finance and its applications of current interest. A small section, entitled finance notes, will be devoted solely to publishing short articles – up to ten pages in length, of substantial interest in finance. Officially cited as: Ann Finance
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