Measuring Skills in Developing Countries

Measuring Skills in Developing Countries
Author: Rachid Laajaj
Publisher:
Total Pages: 82
Release: 2017
Genre: Developing countries
ISBN:

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Measures of cognitive, noncognitive, and technical skills are increasingly used in development economics to analyze the determinants of skill formation, the role of skills in economic decisions, or simply because they are potential confounders. Yet in most cases, these measures have only been validated in high-income countries. This paper tests the reliability and validity of some of the most commonly used skills measures in a rural developing context. A survey with a series of skills measurements was administered to more than 900 farmers in western Kenya, and the same questions were asked again after three weeks to test the reliability of the measures. To test predictive power, the study also collected information on agricultural practices and production during the four following seasons. The results show the cognitive skills measures are reliable and internally consistent, while technical skills are difficult to capture and very noisy. The evidence further suggests that measurement error in noncognitive skills is non-classical, as correlations between questions are driven in part by the answering patterns of the respondents and the phrasing of the questions. Addressing both random and systematic measurement error using common psychometric practices and repeated measures leads to improvements and clearer predictions, but does not address all concerns. The paper provides a cautionary tale for naive interpretations of skill measures. It also points to the importance of addressing measurement challenges to establish the relationship of different skills with economic outcomes. Based on these findings, the paper derives guidelines for skill measurement and interpretation in similar contexts.

Measuring Skills in Developing Countries

Measuring Skills in Developing Countries
Author: Rachid Laajaj
Publisher:
Total Pages: 0
Release: 2017
Genre: Ability
ISBN:

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Measures of cognitive, noncognitive, and technical skills are increasingly used in development economics to analyze the determinants of skill formation, the role of skills in economic decisions, or simply because they are potential confounders. Yet in most cases, these measures have only been validated in high-income countries. This paper tests the reliability and validity of some of the most commonly used skills measures in a rural developing context. A survey with a series of skills measurements was administered to more than 900 farmers in western Kenya, and the same questions were asked again after three weeks to test the reliability of the measures. To test predictive power, the study also collected information on agricultural practices and production during the four following seasons. The results show the cognitive skills measures are reliable and internally consistent, while technical skills are difficult to capture and very noisy. The evidence further suggests that measurement error in noncognitive skills is non-classical, as correlations between questions are driven in part by the answering patterns of the respondents and the phrasing of the questions. Addressing both random and systematic measurement error using common psychometric practices and repeated measures leads to improvements and clearer predictions, but does not address all concerns. The paper provides a cautionary tale for naïve interpretations of skill measures. It also points to the importance of addressing measurement challenges to establish the relationship of different skills with economic outcomes. Based on these findings, the paper derives guidelines for skill measurement and interpretation in similar contexts.

Measuring Noncognitive Skills in School Settings

Measuring Noncognitive Skills in School Settings
Author: Stephanie M. Jones
Publisher: Guilford Publications
Total Pages: 362
Release: 2022-03-23
Genre: Education
ISBN: 1462548679

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"How can educators determine the most effective approaches for measuring students' social-emotional and self-regulation skills? And how can they use the data to improve their own practice? This book brings together leading experts from multiple disciplines to discuss the current state of measurement and assessment of a broad range of noncognitive skills and present an array of innovative tools. Chapters describe measures targeting the individual student, classroom, whole school, and community; highlight implications for instructional decision making; examine key issues in methodology, practice, and policy; and share examples of systematic school- and district-wide implementation"--

Measuring Non-Cognitive Skills Using Survey Effort in Developing Countries

Measuring Non-Cognitive Skills Using Survey Effort in Developing Countries
Author: Rafael Barbosa
Publisher:
Total Pages: 0
Release: 2022
Genre:
ISBN:

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Measuring non-cognitive skills using self-report instruments in developing countries has two main challenges: such instruments are expensive and have significant biases. Survey Effort, defined as the response rate in surveys, is a promising alternative to be used as a proxy for non-cognitive skills. This paper analyze the correlation between survey effort with socioemotional skills for low-income Brazilian students. We show that survey effort predict student's conscientiousness and agreeableness skills. We also find the presence of heterogeneous correlation in girls and students with different socioeconomic status.

Measuring Education Inequality in Developing Countries

Measuring Education Inequality in Developing Countries
Author: Nichole Torpey-Saboe
Publisher: Springer
Total Pages: 177
Release: 2018-06-19
Genre: Social Science
ISBN: 3319906291

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This book constructs a measure of education inequality using time-series cross-national data and utilizes real-world examples based on author interviews. It provides insights into how classic trade theory might be applied more broadly to generate expectations not only about income distribution, but also about investment in human capital. The project explores the ways in which global trends toward urbanization and democratization might be expected to impact education inequality. The author addresses contemporary issues in politics, such as growing income inequality, the backlash against globalization and free trade, and concerns that democratic institutions are elite-dominated and unresponsive to the needs of common citizens.

Educational Research and Innovation Measuring Innovation in Education 2019 What Has Changed in the Classroom?

Educational Research and Innovation Measuring Innovation in Education 2019 What Has Changed in the Classroom?
Author: Vincent-Lancrin Stéphan
Publisher: OECD Publishing
Total Pages: 339
Release: 2019-03-05
Genre:
ISBN: 926431167X

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Measuring innovation in education and understanding how it works is essential to improve the quality of the education sector. Monitoring systematically how pedagogical practices evolve would considerably increase the international education knowledge base. We need to examine whether, and how ...

Measuring Poverty and Wellbeing in Developing Countries

Measuring Poverty and Wellbeing in Developing Countries
Author: Channing Arndt
Publisher: OUP Oxford
Total Pages: 372
Release: 2016-12-15
Genre: Business & Economics
ISBN: 0198744803

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This is an open access title available under the terms of a CC BY-NC-SA 3.0 IGO licence. It is free to read at Oxford Scholarship Online and offered as a free PDF download from OUP and selected open access locations. Detailed analyses of poverty and wellbeing in developing countries, based on household surveys, have been ongoing for more than three decades. The large majority of developing countries now regularly conduct a variety of household surveys, and the information base in developing countries with respect to poverty and wellbeing has improved dramatically. Nevertheless, appropriate measurement of poverty remains complex and controversial. This is particularly true in developing countries where (i) the stakes with respect to poverty reduction are high; (ii) the determinants of living standards are often volatile; and (iii) related information bases, while much improved, are often characterized by significant non-sample error. It also remains, to a surprisingly high degree, an activity undertaken by technical assistance personnel and consultants based in developed countries. This book seeks to enhance the transparency, replicability, and comparability of existing practice. In so doing, it also aims to significantly lower the barriers to entry to the conduct of rigorous poverty measurement and increase the participation of analysts from developing countries in their own poverty assessments. The book focuses on two domains: the measurement of absolute consumption poverty and a first order dominance approach to multidimensional welfare analysis. In each domain, it provides a series of flexible computer codes designed to facilitate analysis by allowing the analyst to start from a flexible and known base. The book volume covers the theoretical grounding for the code streams provided, a chapter on 'estimation in practice', a series of 11 case studies where the code streams are operationalized, as well as a synthesis, an extension to inequality, and a look forward.

A Web-Based Approach to Measure Skill Mismatches and Skills Profiles for a Developing Country:

A Web-Based Approach to Measure Skill Mismatches and Skills Profiles for a Developing Country:
Author: Jeisson Arley Cárdenas Rubio
Publisher: Editorial Universidad del Rosario
Total Pages: 434
Release: 2020-12-30
Genre: Technology & Engineering
ISBN: 9587845455

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"Several interdisciplinary studies highlight imperfect information as a possible explanation of skill mismatches, which in turn has implications for unemployment and informality rates. Despite information failures and their consequences, countries like Colombia (where informality and unemployment rates are high) lack a proper labour market information system to identify skill mismatches and employer skill requirements. One reason for this absence is the cost of collecting labour market data. Recently, the potential use of online job portals as a source of labour market information has gained the attention of researchers and policymakers, since these portals can provide quick and relatively low-cost data collection. As such, these portals could be of use for Colombia. However, debates continue about the efficacy of this use, particularly concerning the robustness of the collected data. This book implements a novel mixed-methods approach (such as web scraping, text mining, machine learning, etc.) to investigate to what extent a web-based model of skill mismatches can be developed for Colombia. The main contribution of this book is demonstrating that, with the proper techniques, job portals can be a robust source of labour market information. In doing so, it also contributes to current knowledge by developing a conceptual and methodological approach to identify skills, occupations, and skill mismatches using online job advertisements, which would otherwise be too complex to be collected and analysed via other means. By applying this novel methodology, this study provides new empirical data on the extent and nature of skill mismatches in Colombia for a considerable set of non-agricultural occupations in the urban and formal economy. Moreover, this information can be used as a complement to household surveys to monitor potential skill shortages. Thus, the findings are useful for policymakers, statisticians, and education and training providers, among others."

The Skills Balancing Act in Sub-Saharan Africa

The Skills Balancing Act in Sub-Saharan Africa
Author: Omar Arias
Publisher: World Bank Publications
Total Pages: 286
Release: 2019-06-20
Genre: Business & Economics
ISBN: 1464813507

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Despite strong recent economic growth, Sub-Saharan Africa has levels of economic transformation, poverty reduction, and skill development far below those of other regions. Smart investments in developing skills—aligned with the policy goals of productivity growth, inclusion, and adaptability—can help to accelerate the region’s economic transformation in the 21st century. Sub-Saharan Africa’s growing working-age population presents a major opportunity to increase shared prosperity. Countries in the region have invested heavily in building skills; public expenditure on education increased sevenfold over the past 30 years, and more children are in school today than ever before. Yet, systems for building skills in this population have fallen short, and these shortcomings significantly impede economic prospects. In half of the countries, fewer than two in every three children complete primary school; even fewer reach and complete higher levels of education. Learning outcomes have been persistently poor, leading to substantial gaps in basic cognitive skills—literacy and numeracy—among children, young people, and adults. The literacy rate of the adult population is below 50 percent in many countries; functional literacy and numeracy rates are even lower. Systemwide change is required to achieve significant progress. Multiple agencies at the central and local levels are involved in skills development strategies, making skills “everyone’s problem but no one’s responsibility.†? Policies and reforms need to build capacity for evidence-based policies and create incentives to align the behaviors of all stakeholders with the pursuit of national skills development goals. The Skills Balancing Act in Sub-Saharan Africa: Investing in Skills for Productivity, Inclusivity, and Adaptability lays out evidence to inform the policy choices that countries will make in skill investments. Each chapter addresses a set of specific questions, drawing on original analysis and synthesis of existing studies to explore key areas: • How the skills appropriate to each stage of the life cycle are acquired and what market and institutional failures affect skills formation • What systems are needed for individuals to access these skills, including family investments, private sector institutions, schools, and other public programs • How those systems can be strengthened • How the most vulnerable individuals—those who fall outside the standard systems and have missed critical building blocks in skills acquisition—can be supported. Countries will face trade-offs—often stark ones—that will have distributional impacts and a bearing on their development path. Committed leaders, reform coalitions, and well-coordinated policies are essential for taking on the skills balancing act in Sub-Saharan Africa.