Publication:
Adult Literacy, Heterogeneity and Returns to Schooling in Chile

Loading...
Thumbnail Image
Files in English
Authors' Accepted Manuscript (164.19 KB)
315 downloads
Published
2013-08-06
ISSN
0964-5292
Date
2013-10-17
Author(s)
Sakellariou, Chris
Editor(s)
Abstract
We examine the importance of adult functional literacy skills for individuals using a quantile regression methodology. The inclusion of the direct measure of basic skills reduces the return to schooling by 27 percent, equivalent to two additional years of schooling, while a one standard deviation increase in the score increases earnings by 20 percent. For those who are less skilled, more education contributes little to earnings; rather skills are the key to higher earnings. The non-schooling component of skill is a significant contributor to earnings, but not the component associated with years of schooling.
Link to Data Set
Digital Object Identifier
Associated content
Report Series
Other publications in this report series
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Functional Literacy, Heterogeneity and the Returns to Schooling : Multi-Country Evidence
    (World Bank, Washington, DC, 2013-11) Fasih, Tazeen; Patrinos, Harry Anthony; Sakellariou, Chris
    Little is known about which of the skills that make up workers' human capital contribute to higher earnings. Past empirical evidence suggest that most of the return to schooling is generated by effects or correlates unrelated to the skills measured by the available tests. This paper uses the International Adult Literacy and the Adult Literacy and Life Skills surveys to obtain multi-country estimates of the components of the return to schooling. The results reveal considerable heterogeneity and a dichotomy between two groups of countries. For a subgroup of educationally advanced countries, nearly half of the return to schooling can be attributed to labor marker-relevant functional literacy skills associated with schooling, while for a subgroup of less educationally advanced countries, such skills account for just over 20 percent of the return to schooling, while the return to schooling mostly reflects the signaling value of schooling.
  • Publication
    Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile
    (World Bank, Washington, DC, 2008-05) Sakellariou, Chris; Patrinos, Harry Anthony
    This paper exploits unique information on cognitive ability to examine the importance of schooling and non-schooling cognitive skills for heterogeneous individuals using instrumental variables estimation. Using a binary instrument based on the 1981 reform in Chile, the authors find that the main beneficiaries of the reform were those who at the time were pupils in basic schooling (ages 6-13). For this treated group of pupils, only a negligible part of the estimated return to schooling is due to classical ability bias. The labor market reward to an additional year of schooling is a measure of the "true" non-cognitive return to schooling. However, once the treated group is expanded to include secondary school students, the pure return to schooling decreases dramatically, while the return to schooling cognitive and non-schooling cognitive skills increases accordingly, suggesting that a large part of the estimated return in an earnings function is due to classical ability bias. For this treated group (mixture of basic school and secondary school age students), the labor market rewarded cognitive skills (especially those acquired through schooling) significantly.
  • Publication
    Heterogeneous Returns to Education in the Labor Market
    (World Bank, Washington, DC, 2012-08) Fasih, Tazeen; Kingdon, Geeta; Patrinos, Harry Anthony; Sakellariou, Chris; Soderbom, Mans
    Since the development of human capital theory, countless estimates of the economic benefits of investing in education for the individual have been published. While it is a universal fact that in all countries of the world the more education one has the higher his or her earnings, it is nevertheless important to know the empirical returns to schooling. However, simply knowing average returns is not useful in a world of heterogeneity. This paper finds increasing returns going from the lower to the higher end of the earnings distribution, but with some important differences across regions. The returns increase by quantile for Latin America. The returns decrease by quantile for most East Asian countries, producing an overall equalizing effect. India and Pakistan demonstrate opposite results. In Ghana, the returns across the distribution are flat, while for Kenya and Tanzania education is dis-equalizing.
  • Publication
    Estimating the Returns to Education : Accounting for Heterogeneity in Ability
    (World Bank, Washington, DC, 2006-10) Ridao-Cano, Cris; Patrinos, Harry Anthony; Sakellariou, Chris
    Typically estimates of the benefits of education investments show average private rates of return for the average individual. The average may not be useful for policy. An examination of the distribution of the returns across individuals is needed. The few studies that have examined these patterns focus on high-income countries, showing investments to be more profitable at the top of the income distribution. The implication is that investments may increase inequality. Extending the analysis to 16 East Asian and Latin American countries the authors observe mixed evidence in middle-income countries and decreasing returns in low-income countries. Such differences between countries could be due to more job mobility in industrial countries, scarcity of skills, or differential exposure to market forces.
  • Publication
    Economic Volatility and Returns to Education in Venezuela: 1992-2002
    (World Bank, Washington, D.C., 2004-11) Sakellariou, Chris; Patrinos, Harry Anthony
    Preliminary evidence suggests that the rates of return to education in Venezuela have been declining since the 1970s. The authors rigorously estimate the returns to education in Venezuela for the period 1992-2002, and link them to earlier available estimates from the 1980s. They use consistent cross-sections from the "Encuesta de Hogares por Muestreo" (Household Survey) to document falling returns to schooling, and educational levels until the mid-1990s, followed by increased returns thereafter. The authors use quantile regression analysis to provide further insight into and within skill group changes in returns over time.

Users also downloaded

Showing related downloaded files

  • Publication
    International Financial Reporting Standards : A Practical Guide, 5th Edition
    (World Bank, 2009) Van Greuning, Hennie
    The publication of this fifth edition coincides with the convergence in accounting standards that has been a feature of the international landscape since the global financial crisis of 1998. The events of that year prompted several international organizations, including the World Bank and the International Monetary Fund, to launch a cooperative initiative to strengthen the global financial architecture and to seek a longer-term solution to the lack of transparency in financial information. A conscious decision has been made to focus on the needs of executives and financial analysts in the private and public sectors who might not have a strong accounting background. This publication summarizes each standard so managers and analysts can quickly obtain a broad overview of the key issues. Detailed discussion of certain topics has been excluded to maintain the overall objective of providing a useful tool to managers and financial analysts. In addition to the short summaries, most chapters contain basic examples that emphasize the practical application of some key concepts in a particular standard. This text provides the tools to enable an executive without a technical accounting background to: (1) participate in an informed manner in discussions relating to the appropriateness or application of a particular standard in a given situation, and (2) evaluate the effect that the application of the principles of a given standard will have on the financial results and position of a division or of an entire enterprise.
  • Publication
    Mining Royalties : A Global Study of Their Impact on Investors, Government, and Civil Society
    (Washington, DC: World Bank, 2006) Otto, James; Andrews, Craig; Cawood, Fred; Doggett, Michael; Guj, Pietro; Stermole, Frank; Stermole, John; Tilton, John
    Mineral sector regulatory and fiscal systems have been undergoing major reforms across the globe. This book focuses on information and analysis relating to mineral royalties. It provides a general discussion of the concepts behind mining taxation, a guide to royalties, examples of royalty calculations and the ways in which these interact with other forms of taxation, as well as financial effects on investments under varying conditions. Primary information includes royalty legislation from over forty nations. The book discusses implications for investors and governments of various tax regimes and provides specific country case examples. A chapter is included on transparency, governance, and management of revenue streams. The appendices, in the second volume, contain brief summaries and selected statutes relating to royalties in a broad cross-section of nations around the world; sample spreadsheets of the results of mine models that were analyzed; and examples of administrative and distributional approaches to collecting royalties.
  • Publication
    Global Economic Prospects, June 2025
    (Washington, DC: World Bank, 2025-06-10) World Bank
    The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.
  • Publication
    Digital Progress and Trends Report 2023
    (Washington, DC: World Bank, 2024-03-05) World Bank
    Digitalization is the transformational opportunity of our time. The digital sector has become a powerhouse of innovation, economic growth, and job creation. Value added in the IT services sector grew at 8 percent annually during 2000–22, nearly twice as fast as the global economy. Employment growth in IT services reached 7 percent annually, six times higher than total employment growth. The diffusion and adoption of digital technologies are just as critical as their invention. Digital uptake has accelerated since the COVID-19 pandemic, with 1.5 billion new internet users added from 2018 to 2022. The share of firms investing in digital solutions around the world has more than doubled from 2020 to 2022. Low-income countries, vulnerable populations, and small firms, however, have been falling behind, while transformative digital innovations such as artificial intelligence (AI) have been accelerating in higher-income countries. Although more than 90 percent of the population in high-income countries was online in 2022, only one in four people in low-income countries used the internet, and the speed of their connection was typically only a small fraction of that in wealthier countries. As businesses in technologically advanced countries integrate generative AI into their products and services, less than half of the businesses in many low- and middle-income countries have an internet connection. The growing digital divide is exacerbating the poverty and productivity gaps between richer and poorer economies. The Digital Progress and Trends Report series will track global digitalization progress and highlight policy trends, debates, and implications for low- and middle-income countries. The series adds to the global efforts to study the progress and trends of digitalization in two main ways: · By compiling, curating, and analyzing data from diverse sources to present a comprehensive picture of digitalization in low- and middle-income countries, including in-depth analyses on understudied topics. · By developing insights on policy opportunities, challenges, and debates and reflecting the perspectives of various stakeholders and the World Bank’s operational experiences. This report, the first in the series, aims to inform evidence-based policy making and motivate action among internal and external audiences and stakeholders. The report will bring global attention to high-performing countries that have valuable experience to share as well as to areas where efforts will need to be redoubled.
  • Publication
    Commodity Markets Outlook, October 2025
    (Washington, DC: World Bank, 2025-10-29) World Bank
    Commodity prices are expected to decline by about 7 percent overall this year, reflecting subdued global economic activity, elevated trade tensions and policy uncertainty, ample global supply of oil, and weather-related supply shocks. In 2026, commodity prices are forecast to fall by a further 7 percent, a fourth consecutive year of decline, as global growth remains sluggish and the oil market oversupplied. Energy price movements are envisaged to continue contributing to global disinflation in 2026. Metals and minerals prices are expected to remain stable in 2026, while agricultural prices are projected to edge down, primarily due to strong supply conditions. Precious metals prices are expected to rise another 5 percent, after a historically large, investment-driven rally of about 40 percent in 2025. Risks to the commodity price projections are tilted to the downside. Key downside risks include weaker-than-expected global growth, a longer-than-assumed period of economic policy uncertainty, and additional oversupply of oil. Upside risks include intensifying geopolitical tensions, the market impact of additional oil sanctions, supply reductions stemming from additional trade restrictions, unfavorable weather conditions, faster-than-expected rollout of new data centers. Commodity price volatility in recent years has revived interest in supply management via international commodity agreements. Historical experience, however, shows that the most effective policy is to promote diversification, innovation, transparency, and market-based pricing—measures that build lasting resilience to commodity price volatility.