Monotone Instrumental Variables with an Application to the Returns to Schooling PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Monotone Instrumental Variables with an Application to the Returns to Schooling PDF full book. Access full book title Monotone Instrumental Variables with an Application to the Returns to Schooling by Charles F. Manski. Download full books in PDF and EPUB format.
Author: Charles F. Manski
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 62
Get Book Here
Book Description
Econometric analyses of treatment response commonly use instrumental variable (IV) assumptions to identify treatment effects. Yet the credibility of IV assumptions is often a matter of considerable disagreement, with much debate about whether some covariate is or is not a "valid instrument" in an application of interest. There is therefore good reason to consider weaker but more credible assumptions. assumptions. To this end, we introduce monotone instrumental variable (MIV) A particularly interesting special case of an MIV assumption is monotone treatment selection (MTS). IV and MIV assumptions may be imposed alone or in combination with other assumptions. We study the identifying power of MIV assumptions in three informational settings: MIV alone; MIV combined with the classical linear response assumption; MIV combined with the monotone treatment response (MTR) assumption. We apply the results to the problem of inference on the returns to schooling. We analyze wage data reported by white male respondents to the National Longitudinal Survey of Youth (NLSY) and use the respondent's AFQT score as an MIV. We find that this MIV assumption has little identifying power when imposed alone. However combining the MIV assumption with the MTR and MTS assumptions yields fairly tight bounds on two distinct measures of the returns to schooling.
Author: Charles F. Manski
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 62
Get Book Here
Book Description
Econometric analyses of treatment response commonly use instrumental variable (IV) assumptions to identify treatment effects. Yet the credibility of IV assumptions is often a matter of considerable disagreement, with much debate about whether some covariate is or is not a "valid instrument" in an application of interest. There is therefore good reason to consider weaker but more credible assumptions. assumptions. To this end, we introduce monotone instrumental variable (MIV) A particularly interesting special case of an MIV assumption is monotone treatment selection (MTS). IV and MIV assumptions may be imposed alone or in combination with other assumptions. We study the identifying power of MIV assumptions in three informational settings: MIV alone; MIV combined with the classical linear response assumption; MIV combined with the monotone treatment response (MTR) assumption. We apply the results to the problem of inference on the returns to schooling. We analyze wage data reported by white male respondents to the National Longitudinal Survey of Youth (NLSY) and use the respondent's AFQT score as an MIV. We find that this MIV assumption has little identifying power when imposed alone. However combining the MIV assumption with the MTR and MTS assumptions yields fairly tight bounds on two distinct measures of the returns to schooling.
Author: Susan L. Averett
Publisher: Oxford University Press
ISBN: 0190878266
Category : Business & Economics
Languages : en
Pages : 889
Get Book Here
Book Description
The transformation of women's lives over the past century is among the most significant and far-reaching of social and economic phenomena, affecting not only women but also their partners, children, and indeed nearly every person on the planet. In developed and developing countries alike, women are acquiring more education, marrying later, having fewer children, and spending a far greater amount of their adult lives in the labor force. Yet, because women remain the primary caregivers of children, issues such as work-life balance and the glass ceiling have given rise to critical policy discussions in the developed world. In developing countries, many women lack access to reproductive technology and are often relegated to jobs in the informal sector, where pay is variable and job security is weak. Considerable occupational segregation and stubborn gender pay gaps persist around the world. The Oxford Handbook of Women and the Economy is the first comprehensive collection of scholarly essays to address these issues using the powerful framework of economics. Each chapter, written by an acknowledged expert or team of experts, reviews the key trends, surveys the relevant economic theory, and summarizes and critiques the empirical research literature. By providing a clear-eyed view of what we know, what we do not know, and what the critical unanswered questions are, this Handbook provides an invaluable and wide-ranging examination of the many changes that have occurred in women's economic lives.
Author: Xinxin Ma
Publisher: Springer Nature
ISBN: 9813369043
Category : Business & Economics
Languages : en
Pages : 190
Get Book Here
Book Description
This open access book investigates female employment and the gender gap in the labor market and households during China’s economic transition period. It provides the reader with academic evidence for understanding the mechanism of female labor force participation, the determinants of the gender gap in the labor market, and the impact of policy transformation on women’s wages and employment in China from an economics perspective. The main content of this book includes three parts―women’s family responsibilities and women’s labor supply (child care, parent care, and women’s employment), the gender gap in the labor market and society (gender gaps in wages, Communist Party membership, and participation in social activity), and the impacts of policy transformation on women’s wages and employment (the social security system and the educational expansion policy on women’s wages and employment) in China. This book provides academic evidence about these issues based on economics theories and econometric analysis methods using many kinds of long-term Chinese national survey data. This book is highly recommended to readers who are interested in up-to-date and in-depth empirical studies of the gender gap and women’s employment in China during the economic transition period. This book is of interest to various groups such as readers who are interested in the Chinese economy, policymakers, and scholars with econometric analysis backgrounds.
Author: International Labour Office
Publisher:
ISBN: 9789220313466
Category :
Languages : en
Pages : 179
Get Book Here
Book Description
The 2018/19 edition analyses the gender pay gap. The report focuses on two main challenges: how to find the most useful means for measurement, and how to break down the gender pay gap in ways that best inform policy-makers and social partners of the factors that underlie it. The report also includes a review of key policy issues regarding wages and the reduction of gender pay gaps in different national circumstances.
Author: International Monetary Fund
Publisher: International Monetary Fund
ISBN: 1513573772
Category : Business & Economics
Languages : en
Pages : 27
Get Book Here
Book Description
This paper examines gender inequality in the context of structural transformation and rebalancing in China. We document declining women's relative wages and labor force participation in China during the last two decades, despite rapid growth and expansion of the service sector. Using household data, we provide evidence consistent with a U-shaped relationship between economic development and women's labor market outcomes. Using a model of structural transformation, we show that labor market barriers for women have increased over time. Model counterfactuals suggest that removing these barriers and increasing service sector productivity can boost both gender equality and economic growth in China.
Author: Mariya Brussevich
Publisher: International Monetary Fund
ISBN: 1498303749
Category : Technology & Engineering
Languages : en
Pages : 37
Get Book Here
Book Description
Using individual level data on task composition at work for 30 advanced and emerging economies, we find that women, on average, perform more routine tasks than men?tasks that are more prone to automation. To quantify the impact on jobs, we relate data on task composition at work to occupation level estimates of probability of automation, controlling for a rich set of individual characteristics (e.g., education, age, literacy and numeracy skills). Our results indicate that female workers are at a significantly higher risk for displacement by automation than male workers, with 11 percent of the female workforce at high risk of being automated given the current state of technology, albeit with significant cross-country heterogeneity. The probability of automation is lower for younger cohorts of women, and for those in managerial positions.
Author: Helen Russell
Publisher: ESRI
ISBN: 0707002400
Category : Pay equity
Languages : en
Pages : 95
Get Book Here
Book Description
Examines the distribution of pay differentials and other rewards among recent male and female graduates.
Author: Mariya Brussevich
Publisher: International Monetary Fund
ISBN: 1484379764
Category : Social Science
Languages : en
Pages : 36
Get Book Here
Book Description
New technologies?digitalization, artificial intelligence, and machine learning?are changing the way work gets done at an unprecedented rate. Helping people adapt to a fast-changing world of work and ameliorating its deleterious impacts will be the defining challenge of our time. What are the gender implications of this changing nature of work? How vulnerable are women’s jobs to risk of displacement by technology? What policies are needed to ensure that technological change supports a closing, and not a widening, of gender gaps? This SDN finds that women, on average, perform more routine tasks than men across all sectors and occupations?tasks that are most prone to automation. Given the current state of technology, we estimate that 26 million female jobs in 30 countries (28 OECD member countries, Cyprus, and Singapore) are at a high risk of being displaced by technology (i.e., facing higher than 70 percent likelihood of being automated) within the next two decades. Female workers face a higher risk of automation compared to male workers (11 percent of the female workforce, relative to 9 percent of the male workforce), albeit with significant heterogeneity across sectors and countries. Less well-educated and older female workers (aged 40 and above), as well as those in low-skill clerical, service, and sales positions are disproportionately exposed to automation. Extrapolating our results, we find that around 180 million female jobs are at high risk of being displaced globally. Policies are needed to endow women with required skills; close gender gaps in leadership positions; bridge digital gender divide (as ongoing digital transformation could confer greater flexibility in work, benefiting women); ease transitions for older and low-skilled female workers.
Author:
Publisher:
ISBN:
Category : Sex discrimination in employment
Languages : en
Pages : 120
Get Book Here
Book Description
Author: Richard B. Freeman
Publisher: University of Chicago Press
ISBN: 0226261859
Category : Political Science
Languages : en
Pages : 490
Get Book Here
Book Description
Once heralded in the 1950s and 1960s as a model welfare state, Sweden is now in transition and in trouble since its economic plunge in the early 1990s. This volume presents ten essays that examine Sweden's economic problems from a U.S. perspective. Exploring such diverse topics as income equalization and efficiency, welfare and tax policy, wage determination and unemployment, and international competitiveness and growth, they consider how Sweden's welfare state succeeded in eliminating poverty and became a role model for other countries. They then reflect on Sweden's past economic problems, such as the increase in government spending and the fall in industrial productivity, warning of problems to come. Finally they review the consequences of the collapse of Sweden's economy in the early 1990s, exploring the implications of its efforts to reform its welfare state and reestablish a healthy economy. This volume will be of interest to policymakers and analysts, social scientists, and economists interested in welfare states.
