Psychometrics as a Tool to Improve Screening and Access to Credit

This paper studies the use of psychometric tests, designed by the Entrepreneurial Finance Lab (EFL), as a tool to screen out high credit risk and potentially increase access to credit for small business owners in Peru. We use administrative data covering the period from June 2011 to April 2014 to compare debt accrual and repayment behavior patterns across entrepreneurs who were offered a loan based on the traditional credit-scoring method versus the EFL tool. We find that the psychometric test can lower the risk of the loan portfolio when used as a secondary screening mechanism for already banked entrepreneurs---i.e., those with a credit history. For unbanked entrepreneurs---i.e., those without a credit history---using the EFL tool can increase access to credit without increasing portfolio risk.

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Bibliographic Details
Main Author: Inter-American Development Bank
Other Authors: Irani Arráiz
Format: Working Papers biblioteca
Language:English
Published: Inter-American Development Bank
Subjects:Credit, Small Business, D82 - Asymmetric and Private Information • Mechanism Design, G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages, G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill, Asymmetric information;Psychometric tests;Access to credit;Credit risk,
Online Access:https://doi.org/10.18235/0000199
https://publications.iadb.org/en/psychometrics-tool-improve-screening-and-access-credit
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spelling dig-bid-node-123322023-09-12T14:21:06ZPsychometrics as a Tool to Improve Screening and Access to Credit 2015-10-20T00:00:00+0000 https://doi.org/10.18235/0000199 https://publications.iadb.org/en/psychometrics-tool-improve-screening-and-access-credit Inter-American Development Bank Credit Small Business D82 - Asymmetric and Private Information • Mechanism Design G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill Asymmetric information;Psychometric tests;Access to credit;Credit risk This paper studies the use of psychometric tests, designed by the Entrepreneurial Finance Lab (EFL), as a tool to screen out high credit risk and potentially increase access to credit for small business owners in Peru. We use administrative data covering the period from June 2011 to April 2014 to compare debt accrual and repayment behavior patterns across entrepreneurs who were offered a loan based on the traditional credit-scoring method versus the EFL tool. We find that the psychometric test can lower the risk of the loan portfolio when used as a secondary screening mechanism for already banked entrepreneurs---i.e., those with a credit history. For unbanked entrepreneurs---i.e., those without a credit history---using the EFL tool can increase access to credit without increasing portfolio risk. Inter-American Development Bank Irani Arráiz Miriam Bruhn Rodolfo Stucchi Working Papers application/pdf IDB Publications en
institution BID
collection DSpace
country Estados Unidos
countrycode US
component Bibliográfico
access En linea
databasecode dig-bid
tag biblioteca
region America del Norte
libraryname Biblioteca Felipe Herrera del BID
language English
topic Credit
Small Business
D82 - Asymmetric and Private Information • Mechanism Design
G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages
G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill
Asymmetric information;Psychometric tests;Access to credit;Credit risk
Credit
Small Business
D82 - Asymmetric and Private Information • Mechanism Design
G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages
G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill
Asymmetric information;Psychometric tests;Access to credit;Credit risk
spellingShingle Credit
Small Business
D82 - Asymmetric and Private Information • Mechanism Design
G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages
G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill
Asymmetric information;Psychometric tests;Access to credit;Credit risk
Credit
Small Business
D82 - Asymmetric and Private Information • Mechanism Design
G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages
G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill
Asymmetric information;Psychometric tests;Access to credit;Credit risk
Inter-American Development Bank
Psychometrics as a Tool to Improve Screening and Access to Credit
description This paper studies the use of psychometric tests, designed by the Entrepreneurial Finance Lab (EFL), as a tool to screen out high credit risk and potentially increase access to credit for small business owners in Peru. We use administrative data covering the period from June 2011 to April 2014 to compare debt accrual and repayment behavior patterns across entrepreneurs who were offered a loan based on the traditional credit-scoring method versus the EFL tool. We find that the psychometric test can lower the risk of the loan portfolio when used as a secondary screening mechanism for already banked entrepreneurs---i.e., those with a credit history. For unbanked entrepreneurs---i.e., those without a credit history---using the EFL tool can increase access to credit without increasing portfolio risk.
author2 Irani Arráiz
author_facet Irani Arráiz
Inter-American Development Bank
format Working Papers
topic_facet Credit
Small Business
D82 - Asymmetric and Private Information • Mechanism Design
G21 - Banks • Depository Institutions • Micro Finance Institutions • Mortgages
G32 - Financing Policy • Financial Risk and Risk Management • Capital and Ownership Structure • Value of Firms • Goodwill
Asymmetric information;Psychometric tests;Access to credit;Credit risk
author Inter-American Development Bank
author_sort Inter-American Development Bank
title Psychometrics as a Tool to Improve Screening and Access to Credit
title_short Psychometrics as a Tool to Improve Screening and Access to Credit
title_full Psychometrics as a Tool to Improve Screening and Access to Credit
title_fullStr Psychometrics as a Tool to Improve Screening and Access to Credit
title_full_unstemmed Psychometrics as a Tool to Improve Screening and Access to Credit
title_sort psychometrics as a tool to improve screening and access to credit
publisher Inter-American Development Bank
url https://doi.org/10.18235/0000199
https://publications.iadb.org/en/psychometrics-tool-improve-screening-and-access-credit
work_keys_str_mv AT interamericandevelopmentbank psychometricsasatooltoimprovescreeningandaccesstocredit
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