Keywords
EFFORTSELF‐ ESTEEM
LEADERSHIP
LITERACY
SCHOOL CURRICULUM
REASONING
APTITUDES
TESTING
CLASSROOM
LITERACY SURVEY
YOUTH
LOWER LEVELS OF EDUCATION
PERSONALITY
ACTIVITY
INTERVENTIONS
UNDERSTANDING
MEMORY
SECONDARY EDUCATION
SECONDARY SCHOOL
EDUCATION POLICY
COGNITIVE ABILITY
STUDY
PSYCHOLOGY
COGNITIVE” SKILLS
LEVELS OF EDUCATION
EXPERIENCE
BIAS
IMAGINATION
REFERENCE BOOKS
AGE
AGING
PLAYING
ADOLESCENTS
SCHOOL
STUDIES
MORALITY
VALUES
DECISION MAKING
WORKSHOPS
APPLIED PSYCHOLOGY
SCHOOLING
WORKING MEMORY
KNOWLEDGE
OLDER ADULTS
GOALS
OCCUPATIONS
INDIVIDUAL DIFFERENCES
RATES OF RETURN
SCHOOL PROGRAM
SKILLS DEVELOPMENT
PRIMARY SCHOOL
INFORMATION‐PROCESSING
COGNITIVE TESTS
PARENTAL EDUCATION
CHILDREN
GENDER
ADOLESCENCE
GROUPS
PAPERS
PROBLEM SOLVING
SKILL ACQUISITION
COGNITIVE DEVELOPMENT
SOCIAL PSYCHOLOGY
PERSONALITY TRAITS
RETURNS TO EDUCATION
HIGH SCHOOL
ECONOMICS OF EDUCATION
LEARNING
STATISTICS
WOMEN
COGNITION
ADULTS
AGE GROUPS
SKILL DEVELOPMENT
ADULT LITERACY
PARTICIPATION
SELF‐ESTEEM
PERCEPTION
META‐ANALYSIS
TESTS
COMPUTER LITERACY
PERFORMANCE
CURRICULUM
NEEDS
SCHOOLS
HIGH‐SCHOOL
SELF‐EFFICACY
RELATIONSHIPS
PRIMARY SCHOOLING
SOCIAL DEVELOPMENT
EDUCATION LEVEL
OCCUPATIONAL CHOICE
TEST SCORES
LITERACY SKILLS
OLDER AGE GROUPS
SCHOLASTIC ACHIEVEMENT
VERBAL ABILITY
SKILLS
INTELLIGENCE
ADULT LIFE
NUMERACY
COGNITIVE SKILLS
TRAINING
ABILITY
SOCIAL BEHAVIOR
LIFE SKILLS
TEACHER
MOTIVATION
INTERACTIONS
EDUCATION
BELIEFS
COGNITIVE TEST
ACHIEVEMENT
THINKING
MOTHER TONGUE
PRIMARY EDUCATION
EDUCATIONAL ATTAINMENT
ACHIEVEMENT TESTS
INFORMATION PROCESSING
DEVELOPMENTAL PSYCHOLOGY
EARLY CHILDHOOD
ROLES
MATHEMATICS
BASIC SKILLS
CHILDHOOD
HIGHER EDUCATION
DECISION‐MAKING
LANGUAGE
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Show full item recordOnline Access
http://hdl.handle.net/10986/23725Abstract
Evidence from developed country data
 suggests that cognitive and non-cognitive skills contribute
 to improved labor market outcomes. This paper tests this
 hypothesis in a developing country by using an
 individual-level data set from Peru that incorporates
 modules to measure cognitive and non-cognitive skills. The
 paper estimates a structural latent model with unobserved
 heterogeneity to capture full ability rather than just
 measured skill. It also applies standard ordinary least
 squares techniques for comparison. The analysis confirms
 that cognitive and non-cognitive skills are positively
 correlated with a range of labor market outcomes in Peru. In
 particular, cognitive skills positively correlate with wages
 and the probability of being a wage worker, white-collar,
 and formal worker, with verbal fluency and numeric ability
 playing particularly strong roles. The results are robust to
 methodology. The patterns are less uniform for non-cognitive
 skills. For instance, perseverance of effort (grit) emerges
 strongly for most outcomes regardless of methodology.
 However, plasticity—an aggregation of openness to experience
 and emotional stability—is only correlated with employment,
 and only when using the structural latent model. The
 ordinary least squares method also finds that the
 disaggregated non-cognitive skills of kindness, cooperation,
 emotional stability, and openness to experience emerge
 significantly, mostly for the wage estimates. The different
 results derived from the ordinary least squares and the
 structural model with latent skills suggest strong
 measurement bias in most non-cognitive skills measurement.
 These findings, although only correlational because of the
 use of a single cross-section, suggest that recent efforts
 by the Peruvian government to incorporate non-cognitive
 skill development into the school curriculum are justified.Date
2016-02-03Type
Working PaperIdentifier
oai:openknowledge.worldbank.org:10986/23725http://hdl.handle.net/10986/23725
Copyright/License
CC BY 3.0 IGOCollections
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