Psychometrics as a Tool to Improve Screening and Access to Credit

Autor: Arráiz, Irani, Bruhn, Miriam, Stucchi, Rodolfo
Jazyk: angličtina
Rok vydání: 2015
Předmět:
PAYMENT
PUBLIC CREDIT
LOAN PERFORMANCE
ECONOMIC GROWTH
EMPLOYERS
ENTREPRENEUR
psychometric tests
CAPITAL STRUCTURE
FINANCE CORPORATION
FINANCING
LOAN DEFAULTS
SMALL BUSINESS CREDIT
FINANCIAL INTERMEDIATION
BANK COMPETITION
CREDIT UNIONS
LENDING
SMALL-BUSINESS LOAN
FORMAL FINANCIAL INSTITUTIONS
FEDERAL RESERVE
BUSINESS OWNERS
BALANCE SHEETS
BANK
ASSETS
NET WORTH
INFORMATION SHARING
BUSINESS SUCCESS
WILLINGNESS TO PAY
LOANS
G21
access to credit
RISK MANAGEMENT
Asymmetric information
credit risk
CREDIT APPLICANTS
BORROWERS
DEPOSITS
CREDIT SCORE
FINANCE
LENDING DECISIONS
INTERNATIONAL FINANCE
FEDERAL RESERVE BANK
BANKRUPTCIES
FORMAL FINANCIAL INSTITUTION
CREDIT REGISTRY
FINANCIAL STATEMENTS
FORMAL CREDIT
SMALL BUSINESSES
CREDIT AVAILABILITY
LOAN APPLICANTS
G32
BARRIERS TO GROWTH
ENTERPRISES
CREDIT BUREAU
CREDIT HISTORY INFORMATION
ID
LARGE FIRMS
CREDIT- SCORING
PAYMENT HISTORY
SMALL BUSINESS
LACK OF FINANCE
DEBT
ARREARS
SMALL BUSINESS OWNERS
LOAN SIZE
WORKING CAPITAL
POTENTIAL LENDERS
PAYMENTS
APPLICATION PROCESS
FUTURE—CASH FLOWS
LOAN REPAYMENT
FINANCIAL CONSTRAINTS
CASH FLOW
PROFITABILITY
ECONOMIC DEVELOPMENT
ACCESS TO FINANCE
CREDIT SCORES
LOAN PORTFOLIO
PROBABILITY OF DEFAULT
CREDIT HISTORIES
ENTREPRENEURS
MICROCREDIT
CREDIT-SCORING
PROPERTIES
CREDIT CONSTRAINTS
CAPITAL
LENDERS
LENDER
FINANCES
COMMERCIAL BANK
COMMERCIAL LENDING
PROPRIETARY INFORMATION
GOOD CREDIT
CREDIT INFORMATION
CREDIT SCORING
SMALL ENTERPRISES
ACCESS TO LOANS
FAMILY
FINANCIAL SYSTEM
D82
BIAS
FINANCIAL INSTITUTIONS
CREDIT BUREAUS
EMPLOYEES
CREDIT REPORTING
PRIVATE CREDIT
ENTREPRENEURIAL FINANCE
BANKS
BANK LOANS
FINANCIAL INSTITUTION
BUSINESS CREDIT
UNION
CREDIT APPLICATION
MICROFINANCE INSTITUTIONS
DEFAULT
LOAN
CREDIT
CONSUMER CREDIT
INTERNATIONAL BANK
INFORMATION ASYMMETRIES
PEOPLE
MICROFINANCE
ddc:330
ALTERNATIVE CREDIT
LIMITED ACCESS
BUSINESS OWNER
CREDIT HISTORY
UNIONS
REPAYMENT
DEVELOPMENT BANK
MARITAL STATUS
INTEREST
FINANCING OBSTACLES
JOB CREATION
CREDIT MARKETS
SMALL-BUSINESS
CASH FLOWS
BUSINESS MANAGEMENT
BUSINESS LOAN
GENDER
CREDIT DECISIONS
Popis: This paper studies the use of psychometric tests, which were designed by the Entrepreneurial Finance Lab as a tool to screen out high credit risk and potentially increase access to credit for small business owners in Peru. The analysis uses 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 Entrepreneurial Finance Lab tool. The paper finds that the psychometric test can lower the risk of the loan portfolio when used as a secondary screening mechanism for already banked entrepreneurs—that is, those with a credit history. For unbanked entrepreneurs—those without a credit history—using the Entrepreneurial Finance Lab tool can increase access to credit without increasing portfolio risk.
Databáze: OpenAIRE