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.
Main Author: | |
---|---|
Other Authors: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
dig-bid-node-12332 |
---|---|
record_format |
koha |
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 |
_version_ |
1819035615786696704 |