Publications
Thomas Masterson
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Research Project Reports | March 2024
Integrating Nonmarket Consumption into the Bureau of Labor Statistics Consumer Expenditure Survey
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In spring 2021, under the direction and encouragement of Commissioner William Beach, the US Bureau of Labor Statistics (BLS) kicked off a major initiative—to produce a measure of consumption to supplement the release of consumer expenditures. The production of such a measure would fill a data gap regarding household economic well-being. For years BLS staff, with support from the public, had discussed the possibility of producing a consumption measure. However, it was the experience of COVID-19 and the role of home production for consumption that nudged the Bureau to promote the development of such a measure. To support this new initiative, the BLS sought input from the greater research community and public: first through the organization of a Consumption Symposium; and second through a Request for Information (RFI) that would result in an outside BLS contract. Consumption Symposium speakers included well-known national and international researchers who are expert in various aspects of measurement, including home production; the Symposium was held September 21–22, 2021. In parallel, the RFI was issued in May 2021 with responses received in July 2021. This was followed by Request for Quotation (RFQ) in September 2021. The Levy Institute was awarded the contract with a period of performance of twelve months beginning September 30, 2021.
The following report includes the Levy Institute’s findings in developing an empirical methodology and identifying data sources (including the BLS American Time Use Survey) to extend the consumer expenditure data collected by the BLS (using Consumer Expenditure Surveys) by incorporating household production (nonmarket and nongovernmental services such as do-it-yourself home repairs and childcare). The researchers—Ajit Zacharias, Fernando Rios-Avila, Nancy Folbre, and Thomas Masterson—found that an overwhelming share of home production is provided by women. Distinct from most previous research, this research extends the scope of household production to include supervisory childcare and care received by household members from people outside their household. Estimates are generated for various major components of household production, such as childcare and cooking, rather than a single category. Included are estimates by alternative methods with monetary values of household production. This research represents an extension of the work the Levy Institute has been doing in bringing the realm of household production into economic analysis, including the creation of alternative measures of economic well-being (LIMEW) and poverty (LIMTIP).
During fiscal year 2024, the BLS will be evaluating the methodology proposed in this report with an expectation that a BLS consumption measure that includes home production will be forthcoming in 2025.
The full report can be downloaded here.
Tables and figures from the report can be downloaded here.
Additional detailed information on the quality checks conducted regarding the imputations from the ATUS data can be found here.
The GitHub repository files contain detailed information on the three methods of imputation, weekday and weekend imputations, and results pertaining to each CE file (Interview, Diary, quarter, etc.). These files contain information that we used to check the quality of imputations. Users who want to use a particular method (say statistical matching) and a particular file (say third-quarter Interview sample) can check the quality of imputation for their use with the help of the information available in the repository. In assessing the quality, the users could use the strategy we provide in the report or their own criteria.Associated Program(s):Author(s): -
Research Project Reports | June 2022
Time Use, Employment, and Poverty
There is broad consensus in both research and policy circles that one of the key reasons for a lack of progress in reducing gender gaps in employment and wages is the persistent gender imbalance in unpaid work, three-quarters of which is performed by women. Universal access to quality care services enables the reduction of this unpaid care work through its redistribution from the domestic sphere to the public sphere, with empirical studies from different regions and countries demonstrating that access to services (in particular, childcare services) substantially increases female labor force participation and labor market attachment. Furthermore, a series of recent empirical studies show that access to care also creates new demand for female employment: increasing public spending on care is found to generate two-to-three times the number of new jobs per dollar than spending on sectors such as construction.
This research project report focuses on Mexico and builds on previous studies for Turkey, Ghana, and Tanzania by constructing a combined time-use and income-employment dataset for Mexico to evaluate the net effects a proposed childcare expansion could have on earnings and work hours and their concomitant impact on time and income poverty by gender, with results indicating that the employment creation achieved through increased social care spending reduces gender employment gaps while also helping to alleviate the twin deprivations of time and income poverty.Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):
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Research Project Reports | July 2021
Scope and Effects of Reducing Time Deficits via Intrahousehold Redistribution of Household Production
View More View LessEvidence from sub-Saharan Africa
Gender disparity in the division of responsibilities for unpaid care and domestic work (household production) is a central and pervasive component of inequalities between men and women and boys and girls. Reducing disparity in household production figures as one element of the goal of gender equality enshrined in the United Nations’ Sustainable Development Goals (SDGs) and feminist scholars and political activists have articulated that the redistribution of household production responsibilities from females to males is important for its own sake, as well as for achieving gender equality in labor market outcomes. A cursory examination of available cross-country data indicates that higher per capita GDP—the neoliberal panacea for most societal malaise—provides little bulwark against the gender inequality in household production.
Ajit Zacharias, Thomas Masterson, Fernando Rios-Avila, and Abena D. Oduro contribute to the literature on the intrahousehold distribution of household production by placing the question within a framework of analyzing deprivation, applying that framework to better understand the interactions between poverty and the gendered division of labor in four sub-Saharan African nations: Ethiopia, Ghana, South Africa, and Tanzania. Central to their framework is the notion that attaining a minimal standard of living requires command over an adequate basket of commodities and sufficient time to be spent on home production, where meeting those requirements produces benefits for all—including those beyond the household.
Their findings motivate questions regarding the feasibility and effectiveness of redistribution of household responsibilities to alleviate time deficits and their impoverishing effects. By developing a framework to assess the mechanics of redistribution among family members and applying it to gender-based redistribution, they derive the maximum extent to which redistribution—either among all family members, between sexes, or between husbands and wives—can lower the incidence of time deficits. The conclude with a discussion of alternative principles of distributing household production responsibilities among family members and examine their impact on the Levy Institute Measure of Time and Income Poverty (LIMTCP) and discuss some policy questions in light of their findings.Download:Associated Program:Author(s):Related Topic(s): -
Working Paper No. 963 | July 2020
The Early Impact of COVID-19 on Job Losses among Black Women in the United States
View More View LessThe COVID-19 pandemic seemingly appeared out of nowhere but changed nearly everything. As the pandemic unfolded, industries deemed nonessential were leveled. Many occupations in these industries are low-wage, and women constitute a greater share of America’s low-wage labor force than men. Even as some workers were able to do their jobs from their homes, a high proportion of “essential workers” were African American, other people of color, women, and an intersection of these groups—women of color. The goal of this paper is to closely examine the contours, depth, and causes of COVID-19’s impact on Black women’s employment in the United States through the lenses of both feminist economic theory and stratification economics.
The data appendix for Holder, Jones, and Masterson, "The Early Impact of COVID-19 on Job Losses Among Black Women in the United States," forthcoming in Feminist Economics is available here. This appendix includes detailed tables of major labor force indicators by race and sex; employment by race, sex, and industry and occupation; and unemployment by race and sex for early 2020.
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Public Policy Brief No. 149 | April 2020The costs of the COVID-19 pandemic—in terms of both the health risks and economic burdens—will be borne disproportionately by the most vulnerable segments of US society. In this public policy brief, Luiza Nassif-Pires, Laura de Lima Xavier, Thomas Masterson, Michalis Nikiforos, and Fernando Rios-Avila demonstrate that the COVID-19 crisis is likely to widen already-worrisome levels of income, racial, and gender inequality in the United States. Minority and low-income populations are more likely to develop severe infections that can lead to hospitalization and death due to COVID-19; they are also more likely to experience job losses and declines in their well-being.
The authors argue that our policy response to the COVID-19 crisis must target these unequally shared burdens—and that a failure to mitigate the regressive impact of the crisis will not only be unjust, it will prolong the pandemic and undermine any ensuing economic recovery efforts. As the authors note, we are in danger of falling victim to a vicious cycle: the pandemic and economic lockdown will worsen inequality; and these inequalities exacerbate the spread of the virus, not to mention further weaken the structure of the US economy.Download:Associated Program(s):Author(s):Related Topic(s): -
Research Project Reports | September 2019
Macroeconomic and Microeconomic Impacts of Improving Physical and Social Infrastructure
View More View LessA Macro-Micro Policy Model for Ghana and Tanzania
Feminist economics has long emphasized the role of physical and social infrastructure as determinants of the time women spend on household production (the provision of unpaid domestic services and care). Surprisingly, there is a lack of studies that directly investigate how infrastructure improvements affect the time spent on household production and commuting to work, which is another important unpaid activity for most employed individuals. We attempt to fill the lacunae in the research by studying this issue in the context of Ghana and Tanzania utilizing the framework of the Levy Institute Measure of Time and Income Poverty. Separately, while there are several studies (including those done previously at the Levy Institute) on the macroeconomic impacts of government expenditures on care, these assessments tend to be based primarily on employment multipliers along with simple macroeconomic assumptions. We develop a disaggregated and fully articulated macroeconomic model based on the social accounting matrices for the two countries to take account of the intersectoral linkages and external constraints, such as balance of payments, that are particularly important for many developing nations, including Ghana and Tanzania. The macro- and microeconomic aspects are integrated in a unified analytical framework via a top-down disaggregated macroeconomic model with microsimulation that is novel in that it enables the investigation of the gendered economic processes and outcomes at the macroeconomic and microeconomic levels.
Download:Associated Program:Author(s):Ajit Zacharias Thomas Masterson Fernando Rios-Avila Michalis Nikiforos Kijong Kim Tamar KhitarishviliRelated Topic(s): -
Working Paper No. 915 | September 2018The Great Recession had a devastating impact on labor force participation and employment. This impact was not unlike other recessions, except in size. The recovery, however, has been unusual not so much for its sluggishness but for the unusual pattern of recovery in employment by race. The black employment–population ratio has increased since bottoming out in 2010, while the white employment–population ratio has remained flat. This paper examines trends in labor force participation and employment by race, sex, and age and determines that the explanation is a combination of an aging white population and an increase in labor force participation among younger black people. It estimates the likelihood of labor force participation and employment among young men and women to control for confounding factors (such as changes in educational characteristics) and decomposes the gaps among groups and the changes over time in labor force participation using a Oaxaca-Blinder-like technique for nonlinear estimations. Findings indicate that much smaller negative impacts of characteristics and greater returns to characteristics among young black men and women than among young white men and women explain the observed trends.Download:Associated Program:Author(s):Related Topic(s):
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One-Pager No. 57 | September 2018The Levy Institute Measure of Economic Well-Being (LIMEW) was designed to provide a more comprehensive understanding of the changes affecting household living standards. Ajit Zacharias, Thomas Masterson, and Fernando Rios-Avila summarize their latest research on the trends in economic well-being for US households. They reveal historic stagnation in LIMEW growth over the 2000–13 period, as well as a major shift in the composition of well-being. The post-2000 period can be characterized as one of a growing dependence on the government to sustain living standards, with rising net government expenditures offsetting a sharp drop in base income.Download:Associated Program(s):Author(s):Related Topic(s):
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Working Paper No. 912 | August 2018
The Sources and Methods Used in the Creation of the Levy Institute Measure of Economic Well-Being for the United States, 1959–2013
View More View LessThis paper documents the sources of data used in the construction of the estimates of the Levy Institute Measure of Economic Wellbeing (LIMEW) for the years 1959, 1972, 1982, 1989, 1992, 1995, 2000, 2001, 2004, 2007, 2010, and 2013. It also documents the methods used to combine the various sources of data into the synthetic dataset used to produce each year’s LIMEW estimates.Download:Associated Program:Author(s):Related Topic(s): -
Public Policy Brief No. 146 | August 2018
Post-2000 Trends in the United States
Ajit Zacharias, Thomas Masterson, and Fernando Rios-Avila update the Levy Institute Measure of Economic Well-Being (LIMEW) for US households for the period 2000–13. The LIMEW—which comprises base income, income from wealth, net government expenditures, and the value of household production—is aimed at achieving a more comprehensive understanding of trends in living standards. This policy brief analyzes developments during this period at all levels of the LIMEW distribution, with a particular focus on the significant role played by net government expenditures. The overall trend for 2000–13 was one of historic stagnation in the growth of economic well-being for US households, but an examination of the different components of the measure reveals significant shifts taking place behind this headline trend.
A companion document, the Supplemental Tables, features additional data referenced in the policy brief.
Details about the sources of data and methods used to construct the estimates in this policy brief are discussed in Levy Institute Working Paper No. 912.Download:Associated Program(s):Author(s):Related Topic(s): -
Research Project Reports | August 2018
The Levy Institute Measure of Time and Consumption Poverty
Time constraints that stem from the overlapping domains of paid and unpaid work are of central concern to the debates surrounding the economic development of developing countries in general and countries of sub-Saharan Africa in particular. Time deficits due to household production are especially acute in these countries due to the poor state of social and physical infrastructure, which constrains the time allocation people can choose.
Standard measures of poverty fail to capture hardships caused by time deficits. This report applies a methodological approach that incorporates time deficits into the measurement of poverty, known as the Levy Institute Measure of Time and Consumption Poverty (LIMTCP), to the cases of Ghana and Tanzania. The LIMTCP explicitly recognizes the role of time constraints and, as such, has the potential to meaningfully inform the design of policies aimed at poverty reduction and improvement of individual and household well-being. The analysis of simulation exercises assessing the impact of paid employment provision on official and LIMTCP poverty rates has strong implications for policies aimed at poverty reduction, emphasizing the need to account for alleviating not only income but also time constraints. It also has strong gender relevance, as time poverty is more relevant for women due to their disproportionate burden of household responsibilities. Our study argues that policies aimed at improving women’s labor market outcomes can also succeed at improving their well-being only if time constraints are addressed.Download:Associated Program:Author(s):Related Topic(s): -
Policy Note 2018/4 | May 2018
Some Lessons from Ghana and Tanzania
In this policy note, Thomas Masterson and Ajit Zacharias address the nexus between wage employment, consumption poverty, and time deficits in the context of Ghana and Tanzania. Based on a recently completed research project supported by the Hewlett Foundation, the authors apply the Levy Institute Measure of Time and Consumption Poverty (LIMTCP) to estimate whether the jobs that are likely to be available to potential employment-seeking, working-age individuals in consumption-poor households—who are predominantly female in both countries—can serve as vehicles of “economic empowerment.” They investigate this question using two indicators of empowerment, asking (1) whether the individual would be able to move their household to at least a minimal level of consumption via the additional earnings from their new job and (2) whether the individual would be deprived of the time required to meet the minimal needs of care for themselves (personal care), their homes, and their dependents.Download:Associated Program(s):Author(s):Related Topic(s): -
Working Paper No. 885 | February 2017
This paper presents the quality analysis of the statistical matching conducted for a research study on household consumption behavior, household indebtedness, and inequality for Turkey. The match has been done for four years (2005, 2008, 2009, and 2012) of Household Budget Surveys (HBS) and the Survey on Income and Living Conditions (SILC). The aim of the statistical matching is to transfer household expenditure data from the HBS to the SILC to create synthetic data sets that have information on household consumption expenditures as well as household income and indebtedness. We are following the methodology of constrained statistical matching, using estimated propensity scores developed in Kum and Masterson (2010) to produce the synthetic data sets that we need. The analysis shows that the match is of high quality.
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Working Paper No. 880 | January 2017
Evidence from Measures of Economic Well-Being
The Great Recession had a tremendous impact on low-income Americans, in particular black and Latino Americans. The losses in terms of employment and earnings are matched only by the losses in terms of real wealth. In many ways, however, these losses are merely a continuation of trends that have been unfolding for more than two decades. We examine the changes in overall economic well-being and inequality as well as changes in racial economic inequality over the Great Recession, using the period from 1989 to 2007 for historical context. We find that while racial inequality increased from 1989 to 2010, during the Great Recession racial inequality in terms of the Levy Institute Measure of Economic Well-Being (LIMEW) decreased. We find that changes in base income, taxes, and income from nonhome wealth during the Great Recession produced declines in overall inequality, while only taxes reduced between-group racial inequality.
Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The State of the US and World EconomiesAuthor(s):Related Topic(s): -
Working Paper No. 871 | August 2016
Simulations of Employment for Individuals in LIMTCP Consumption-poor Households in Tanzania and Ghana, 2012
View More View LessNew methodology for producing employment microsimulations is introduced, with a focus on farms and household nonfarm enterprises. Previous simulations have not dealt with the issue of reduced production in farm and nonfarm household enterprises when household members are placed in paid employment. In this paper, we present a method for addressing the tradeoff between paid employment and the farm and nonfarm business activities individuals may already be engaged in. The implementation of the simulations for Ghana and Tanzania is described and the quality of the simulation results is assessed.
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Working Paper No. 865 | May 2016
Why Time Deficits Matter
We describe the production of estimates of the Levy Institute Measure of Time and Income Poverty (LIMTIP) for Buenos Aires, Argentina, and use it to analyze the incidence of time and income poverty. We find high numbers of hidden poor—those who are not poor according to the official measure but are found to be poor when using our time-adjusted poverty line. Large time deficits for those living just above the official poverty line are the reason for this hidden poverty. Time deficits are unevenly distributed by employment status, family type, and especially gender. Simulations of the impact of full-time employment on those households with nonworking (for pay) adults indicate that reductions in income poverty can be achieved, but at the cost of increased time poverty. Policy interventions that address the lack of both income and time are discussed.
Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):Related Topic(s): -
Research Project Reports | May 2015
Responding to the Unemployment Challenge: A Job Guarantee Proposal for Greece—An Addendum
View More View LessThis addendum to our June 2014 report, “Responding to the Unemployment Challenge: A Job Guarantee Proposal for Greece,” updates labor market data through 2014Q3 and identifies emerging employment and unemployment trends. The overarching aim of the report, the outcome of a study undertaken in 2013 by the Levy Institute in collaboration with the Observatory of Economic and Social Developments of the Labour Institute of the Greek General Confederation of Labour, is to provide policymakers and the general public research-based evidence of the macroeconomic and employment effects of a large-scale direct job creation program in Greece, and to invite critical rethinking of the austerity-driven macro policy instituted in 2010 as a condition of the loans made to Greece by its eurozone partners.Download:Associated Program(s):Author(s):Related Topic(s): -
Public Policy Brief No. 138 | October 2014To mobilize Greece’s severely underemployed labor potential and confront the social and economic dangers of persistent unemployment, we propose the immediate implementation of a direct public benefit job creation program—a Greek “New Deal.” The Job Guarantee (JG) program would offer the unemployed jobs, at a minimum wage, on work projects providing public goods and services. This policy would have substantial positive economic impacts in terms of output and employment, and when newly accrued tax revenue is taken into account, which substantially reduces the net cost of the program, it makes for a comparatively modest fiscal stimulus. At a net cost of roughly 1 percent to 1.2 percent of GDP (depending on the wage level offered), a midrange JG program featuring the direct creation of 300,000 jobs has the potential to reduce the unemployed population by a third or more, once indirect employment effects are taken into account. And our research indicates that the policy would do all this while reducing Greece’s debt-to-GDP ratio—which leaves little room for excuses.Download:Associated Program(s):Author(s):Related Topic(s):
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Research Project Reports | August 2014
The Levy Institute Measure of Time and Income Poverty
This report presents findings from a joint project of the Levy Economics Institute and the Korea Employment Information Service, with the central objective of developing a measure of time and income poverty for Korea that takes into account household production (unpaid work) requirements. Standard measurements of poverty assume that all households have enough time to adequately attend to the needs of household members—including, for example, caring for children. But this assumption is false. For numerous reasons, some households may not have sufficient time, and they thus experience “time deficits.” If a household officially classified as nonpoor has such a time deficit and cannot afford to cover it by buying market substitutes (e.g., hiring a care provider), that household will encounter hardships not reflected in the official poverty measure.To get a more accurate calculus of poverty, we developed the Levy Institute Measure of Time and Income Poverty (LIMTIP), a two-dimensional measure that takes into account both the necessary income and the household production time needed to achieve a minimum living standard. In the case of Korea, our estimates for 2008 (the last year for which data are available) show that the LIMTIP poverty rate of employed households was almost three times higher than the official poverty rate (7.5 percent versus 2.6 percent). The gap between the official and LIMTIP poverty rates was notably higher for “nonemployed male head with employed spouse,” “single female-headed” and “dual-earner” households. Our estimates of the size of the hidden poor—roughly two million individuals—suggest that ignoring time deficits in household production resulted in a serious undercount of the working poor, which has profound consequences for the formulation of policy. In addition, the stark gender disparity in the incidence of time poverty among the employed, even after controlling for hours of employment, suggests that the source of the gender difference in time poverty lies in the greater share of the household production activities that women undertake. Overall, current policies to promote gender equality and economic well-being in Korea need to be reconsidered, based on a deeper understanding of the linkages between the functioning of labor markets, unpaid household production activities, and existing arrangements of social provisioning—including social care provisioning.Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):Related Topic(s): -
Public Policy Brief No. 136 | August 2014
Assessing the Korean Experience Using the Levy Institute Measure of Time and Income Poverty
In partnership with the Korea Employment Information Service, Senior Scholar Ajit Zacharias and Research Scholars Thomas Masterson and Kijong Kim investigate the complex issues of gender, changing labor market conditions, and the public provisioning of child care in Korea using the Levy Institute Measure of Time and Income Poverty (LIMTIP), an alternative measure that factors in both time and income deficits in the assessment of poverty.Since the 1997 Asian financial crisis, lifetime employment and single-breadwinner households have given way to increased job insecurity, flexible work arrangements, and rapid growth in dual-earner households in Korea. Add to these factors rising labor force participation by women but little change in the highly unequal division of household production, and many women effectively face a double shift each day: paid employment followed by a second shift of household production.Recognizing the implications of the heavy burden of care work for women’s well-being and employment, Korea introduced public child-care provisioning, via a voucher system for low-income families, in 1992 (the program became universal in 2013). This study analyzes the impact of the voucher program on reducing time and income poverty, and reassesses the overall level of poverty in Korea. While it reveals a much higher level of poverty than official estimates indicate—7.9 percent versus 2.6 percent—due to time deficits, the outsourcing of child-care services reduced the LIMTIP rate from 7.9 percent to 7.5 percent and the number of “hidden poor” individuals from two million to 1.8 million. While these results show that the problem of time poverty in Korea extends beyond child-care needs, the impact of public provisioning through the voucher program clearly has had a positive impact on families with children.The main findings and policy recommendations resulting from this study are presented in detail in the research project report The Measurement of Time and Income Poverty in Korea: The Levy Institute Measure of Time and Income Poverty.Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):Related Topic(s): -
Research Project Reports | June 2014
This report presents the findings from a study undertaken by the Levy Institute in 2013 in collaboration with the Observatory of Economic and Social Developments of the Labour Institute of the Greek General Confederation of Labour. It uses as background the 2011 Levy Institute study “Direct Job Creation for Turbulent Times in Greece,” which focused on the need for direct job creation to address rising unemployment. The focus in this report, however, is different. Here, the aim is to make available to policymakers and the broader public research-based evidence of the macroeconomic and employment effects of a large-scale program of direct job creation program—a cost-effective and proven policy response. The ultimate goal of this undertaking is to draw urgently needed attention to the worsening levels of unemployment in Greece, and to invite critical rethinking of the austerity-driven macro policy instituted in 2010.
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Public Policy Brief No. 132 | May 2014Gauging the severity of poverty in a given country requires a reasonably comprehensive measurement of whether individuals and households are surpassing some basic threshold of material well-being. This would seem to be an obvious point, and yet, in most cases, our official poverty metrics fail that test, often due to a crucial omission. In this policy brief, Senior Scholar Ajit Zacharias, Research Scholar Thomas Masterson, and Research Associate Emel Memiş present an alternative measure of poverty for Turkey and lay out the policy lessons that follow. Their research reveals that the number of people living in poverty and the severity of their deprivation have been significantly underestimated. This report is part of an ongoing Levy Institute project on time poverty (the Levy Institute Measure of Time and Income Poverty), which has produced research on Latin America, Korea, and now Turkey, with the aim of extending this approach to other countries.Download:Associated Program(s):Author(s):Related Topic(s):
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Research Project Reports | May 2014
The Levy Institute Measure of Time and Consumption Poverty for Turkey
Official poverty lines in Turkey and other countries often ignore the fact that unpaid household production activities that contribute to the fulfillment of material needs and wants are essential for the household to reproduce itself as a unit. This omission has consequences. Taking household production for granted when measuring poverty yields an unacceptably incomplete picture, and therefore estimates based on such an omission provide inadequate guidance to policymakers.
Standard measurements of poverty assume that all households and individuals have enough time to adequately attend to the needs of household members—including, for example, children. These tasks are absolutely necessary for attaining a minimum standard of living. But this assumption is false. For numerous reasons, some households may not have sufficient time, and they thus experience what are referred to as “time deficits.” If a household officially classified as nonpoor has a time deficit and cannot afford to cover it by buying market substitutes (e.g., hire a care provider), that household will encounter hardships not reflected in the official poverty measure. To get a more accurate calculus of poverty, we have developed the Levy Institute Measure of Time and Consumption Poverty (LIMTCP), a two-dimensional measure that takes into account both the necessary consumption expenditures and household production time needed to achieve a minimum living standard.
Download:Associated Program(s):Author(s):Related Topic(s): -
Working Paper No. 793 | March 2014
Quality of Statistical Match and Employment Simulations Used in the Estimation of the Levy Institute Measure of Time and Income Poverty (LIMTIP) for South Korea, 2009
View More View LessThe quality of match of the statistical match used in the LIMTIP estimates for South Korea in 2009 is described. The match combines the 2009 Korean Time Use Survey (KTUS 2009) with the 2009 Korean Welfare Panel Study (KWPS 2009). The alignment of the two datasets is examined, after which various aspects of the match quality are described. The match is of high quality, given the nature of the source datasets. The method used to simulate employment response to availability of jobs in the situation in which child-care subsidies are available is described. Comparisons of the donor and recipient groups for each of three stages of hot-deck statistical matching are presented. The resulting distribution of jobs, earnings, usual hours of paid employment, household production hours, and use of child-care services are compared to the distribution in the donor pools. The results do not appear to be anomalous, which is the best that can be said of the results of such a procedure.
Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):Related Topic(s): -
One-Pager No. 46 | February 2014The Levy Institute Measure of Time and Consumption Poverty (LIMTCP) is a two-dimensional measure that takes into account both the necessary consumption expenditures and the household production time needed to achieve a minimum standard of living—factors often ignored in official poverty measures. In the case of Turkey, application of the LIMTCP reveals an additional 7.6 million people living in poverty, resulting in a poverty rate that is a full 10 percentage points higher than the official rate of 30 percent.Download:Associated Program(s):The Distribution of Income and Wealth Gender Equality and the Economy The Levy Institute Measure of Time and Income PovertyAuthor(s):Related Topic(s):
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One-Pager No. 45 | January 2014Official poverty lines in Korea and other countries ignore the fact that unpaid household production contributes to the fulfillment of material needs and wants that are essential to attaining a minimum standard of living. By taking household work for granted, these official estimates provide an inaccurate accounting of the breadth and depth of poverty—and can lead policymakers astray.Download:Associated Program(s):The Levy Institute Measure of Time and Income Poverty The Distribution of Income and Wealth Gender Equality and the EconomyAuthor(s):Related Topic(s):
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Working Paper No. 769 | July 2013
Quality of Statistical Match and Simulations Used in the Estimation of the Levy Institute Measure of Time and Consumption Poverty (LIMTCP) for Turkey in 2006
View More View LessThe quality of match of the statistical match used in the Levy Institute Measure of Time and Consumption Poverty (LIMTCP) estimates for Turkey in 2006 is described. The match combines the 2006 Zaman Kullanim Anketi (ZKA 2006) with the 2006 Hanehalki Bütçe Anketi (HBA 2006). These are the national time-use survey and household income and expenditure surveys, respectively. The alignment of the two datasets is examined, after which various aspects of the match quality are detailed. The match is of high quality, given the nature of the source datasets.
The quality of the simulation of employment gains for Turkey in 2006 is then described. All eligible adults not working for pay, as employers, or as unpaid household workers were assigned jobs. In all households that included job recipients, the time spent on household production was imputed for everyone included in the time-use survey. Household consumption was then assigned to each household in the simulation containing a job recipient. The recipient group was compared to the donor group, both in terms of demographic similarity and in terms of the imputed usual hours, earnings, and household production generated in the simulation. In both cases, the simulations were of reasonable quality, given the nature of the challenges in assessing their quality.
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Research Project Reports | December 2012
Revisiting Poverty Measurement, Informing Policy Responses
This report is published as part of the “Undoing Knots, Innovating for Change” series, issued by the United Nations Development Programme (UNDP) Regional Centre for Latin America and the Caribbean through its Gender Practice Area. It includes findings from a UNDP-supported research project undertaken in 2011 by the Levy Economics Institute with the objective of proposing an alternative to official income poverty measures, one that takes into account household production (unpaid work) requirements—an issue still largely ignored by official poverty estimates. This has significant consequences for policymaking. The resulting Levy Institute Measure of Time and Income Poverty is a two-dimensional measure that jointly tracks income gaps and time deficits. Using this alternative measure, the authors present selected results of empirical estimates of poverty and compare them with official income poverty rates for Argentina, Chile, and Mexico, with a focus on the study's policy implications.
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Public Policy Brief No. 126 | November 2012
Why Time Deficits Matter for Poverty
We cannot adequately assess how much or how little progress we have made in addressing the condition of the most vulnerable in our societies, or provide accurate guidance to policymakers intent on improving each individual’s and household’s ability to reach a basic standard of living, if we do not have a reliable means of measuring who is being left behind. With the support of the United Nations Development Programme and the International Labour Organization, Senior Scholars Rania Antonopoulos and Ajit Zacharias and Research Scholar Thomas Masterson have constructed an alternative measure of poverty that, when applied to the cases of Argentina, Chile, and Mexico, reveals significant blind spots in the official numbers.
Download:Associated Program(s):The Levy Institute Measure of Time and Income Poverty The Distribution of Income and Wealth Gender Equality and the EconomyAuthor(s):Related Topic(s): -
One-Pager No. 34 | October 2012
The Importance of Time Deficits
Standard poverty measurements assume that all households and individuals have enough time to engage in the unpaid cooking, cleaning, and caregiving that are essential to attaining a bare-bones standard of living. But this assumption is false. With the support of the United Nations Development Programme and the International Labour Organization, Senior Scholars Rania Antonopoulos and Ajit Zacharias and Research Scholar Thomas Masterson have constructed an alternative measure of poverty that, when applied to the cases of Argentina, Chile, and Mexico, reveals significant blind spots in the official numbers.
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Research Project Reports | August 2012
Implications for the Measurement of Poverty
Customarily, income poverty incidence is judged by the ability of individuals and households to gain access to some level of minimum income based on the premise that such access ensures the fulfillment of basic material needs. However, this approach neglects to take into account the necessary (unpaid) household production requirements without which basic needs cannot be fulfilled. In fact, the two are interdependent and evaluation of standards of living ought to consider both dimensions.
This report provides an analytical and empirical framework that includes unpaid household production work in the very conceptualization and calculations of poverty: the Levy Institute Measure of Time and Income Poverty (LIMTIP). Based on this new analytical framework, empirical estimates of poverty are presented and compared with those calculated according to the official income poverty lines for Argentina, Chile, and Mexico. In addition, an employment-generating poverty-reduction policy is simulated in each country, and the results are assessed using the official and LIMTIP poverty lines.
The undertaking of this work was initiated as a result of joint discussions and collaboration between the Levy Economics Institute and United Nations Development Programme Regional Service Centre for Latin America and the Caribbean, particularly the Gender Practice, Poverty, and Millennium Development Goals areas. It addresses an identified need to expand the knowledge base, conceptually, analytically, and empirically, on the links between (official) income poverty and the time allocation of households between paid and unpaid work.
Supporting documents:
Executive Summary
Appendices
Excel Tables for Chapters 2, 3, 4, and 5Download:Associated Program(s):The Levy Institute Measure of Time and Income Poverty The Distribution of Income and Wealth Gender Equality and the EconomyAuthor(s):Related Topic(s): -
Working Paper No. 727 | July 2012
Simulations of Full-Time Employment and Household Work in the Levy Institute Measure of Time and Income Poverty (LIMTIP) for Argentina, Chile, and Mexico
View More View LessThe method for simulation of labor market participation used in the LIMTIP models for Argentina, Chile, and Mexico is described. In each case, all eligible adults not working full-time were assigned full-time jobs. In all households that included job recipients, the time spent on household production was imputed for everyone included in the time-use survey. The feasibility of assessing the quality of the simulations is discussed. For each simulation, the recipient group is compared to the donor group, both in terms of demographic similarity and in terms of the imputed usual hours, earnings, and household production produced in the simulation. In each case, the simulations are of reasonable quality, given the nature of the challenges in assessing their quality.
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Working Paper No. 703 | January 2012
A Comparison of Inequality and Living Standards in Canada and the United States Using an Expanded Measure of Economic Well-Being
View More View LessWe use the Levy Institute Measure of Economic Well-being (LIMEW), the most comprehensive income measure available to date, to compare economic well-being in Canada and the United States in the first decade of the 21st century. This study represents the first international comparison based on LIMEW, which differs from the standard measure of gross money income (MI) in that it includes noncash government transfers, public consumption, income from wealth, and household production, and nets out all personal taxes.
We find that, relative to the United States, median equivalent LIMEW was 11 percent lower in Canada in 2000. By 2005, this gap had narrowed to 7 percent, while the difference in median equivalent MI was only 3 percent. Inequality was notably lower in Canada, with a Gini coefficient of 0.285 for equivalent LIMEW in 2005, compared to a US coefficient of 0.376—a gap that primarily reflects the greater importance of income from wealth in the States. However, the difference in Gini coefficients declined between 2000 and 2005. We also find that the elderly were better off relative to the nonelderly in the United States, but that high school graduates did better relative to college graduates in Canada.
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In the Media | October 2011
By Thomas Masterson
Multiplier Effect, October 21, 2011
I study the distribution of wealth and income here at the Levy Institute, so I read the first five hundred words of Robert Samuelson’s Washington Post column on inequality (“The Backlash against the Rich,” October 9th) with interest and approval. But I knew it couldn’t last. Once Samuelson gets beyond description and attempts explanation and analysis, he is clearly out of his depth.
Samuelson turns his gaze to the proposal to raise income taxes on those with incomes above a million dollars, whom he refers to as “job creators”—a Republican Party talking point that Samuelson repeats uncritically. He makes two mistakes in citing a paper [Working Paper No. 589], written by my colleague Ed Wolff, in which the distribution of assets for the top 1% of households by wealth (total assets minus total debt) is compared to the distribution for the bottom 80%. First, Samuelson seems to assume that those people who own privately held businesses are small business owners. Second, not all of the people in the top 1% of household wealth are households making more than $1 million a year in income.
In Ed Wolff’s paper we see that the wealthiest 1% of U.S. households in 2007 held more than half of their net worth in “unincorporated business equity and other real estate,” and only 26% in financial assets such as stocks, mutual funds, bonds, etc. It is clear that Samuelson is translating the former category as “small and medium-sized companies.” This could be an honest mistake. But it is a mistake. There is no evidence in Ed Wolff’s paper that the top 1% contains all (or no) “small business owners.” Just that they hold twice as much wealth in privately held businesses as in publicly traded businesses. And as Kevin Drum of Mother Jones put it, “[w]e’re talking about people who earn upwards of a million dollars a year, after all. You don’t get that from taking a minority stake in your brother-in-law’s auto shop.”
If we actually look at those U.S. households receiving $1 million or more in income (using the 2007 Survey of Consumer Finances, as Ed Wolff does), we are talking about 0.37% of households. In terms of the composition of their assets, the picture is pretty much the same for them as for the wealthiest 1% of U.S. households. But only 24% of the top 1% of household wealth are in the million-dollar income club. If you look at the bottom 99.6% or the bottom 80%, the picture is very different. While the average net worth for the millionaires is $23.5 million, the rest of us have just under $445,000, and the bottom 80% have less than half that.
Even if you assume that all those people making a million or more in income are small business owners (stop laughing now, I’m trying to make a point), where is the evidence that raising income taxes on the wealthy will prevent them from creating jobs? There is no evidence. Here are the facts: Clinton raised the top rate to 39.6% and employment expanded by more than 20% during his presidency, while Bush the Younger lowered top rates and saw only a 2.3% increase in employment during his eight years. This is correlation, not causation, of course, but certainly no evidence for the claim that raising top rates is a job-killer.
Samuelson might appeal to logic, perhaps. But logic must deny the appeal. There is no valid logical argument, merely this: (1) raise taxes; (2) ???; (3) fewer jobs. There is, however, a case to be made in support of raising taxes on those with high incomes. Raising income taxes will increase the incentive to use profits to invest in the business (thereby increasing business-owners’ wealth) rather than as income. Which one of those options creates more jobs?
More importantly, Samuelson misses the elephant in the room in his discussion of the possible reasons for the increase in inequality over the last 30 years: public policy. Beginning with Ronald Reagan and continuing through Bush the Elder, Clinton, Bush the Younger, and right through to Obama, public policy has shifted more and more toward the benefit of the wealthy. In just about every sphere of public policy that impacts the economy, there has been an almost unilateral shift from policies that help workers to policies that help employers. From agricultural subsidies and embargoes that favor agribusinesses, to free trade policies that help manufacturers to move their plants to the location of the lowest bidder, and labor policies that have enabled the rollback of union power almost everywhere except the public sector itself, the policy landscape has looked ever more appealing to the wealthy and ever more bleak to the worker.
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Working Paper No. 692 | October 2011
Quality of Match for Statistical Matches Used in the Development of the Levy Institute Measure of Time and Income Poverty (LIMTIP) for Argentina, Chile, and Mexico
View More View LessThe quality of match of three statistical matches used in the LIMTIP estimates for Argentina, Chile, and Mexico is described. The first match combines the 2005 Uso del Tiempo (UT 2005) with the 2006 Encuesto Annual de Hogares (EAH) for Argentina. The second match combines the 2007 Encuesta Experimental sobre Uso del Tiempo en el Gran Santiago (EUT 2007) with the 2006 Encuesta Caracteristización Socioeconómica Nacional (CASEN 2006) for Chile. The third match combines the 2008 Encuesta Nacional de Ingresos y Gastos de los Hogares (ENIGH 2008) with the 2009 Encuesta Nacional sobre Uso del Tiempo (ENUT 2009) for Mexico. In each case, the alignment of the two datasets is examined, after which various aspects of the match quality are described. In each case, the matches are of high quality, given the nature of the source datasets.
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One-Pager No. 11 | August 2011There is little mystery to explaining our current high levels of unemployment. The Bureau of Economic Analysis recently revised its figures on GDP growth, and revealed that not only was the recession worse than we realized, but recent growth rates have been overstated as well. The hole, in other words, was deeper than we thought, and we have been climbing out of it at a slower pace. Simply put, the economy has failed to recover to the point where it can be expected to generate sufficient job growth. In the event that Congress should turn its attention away from the (so far) purely notional dangers of rising debt levels and back toward the immediate and tangible jobs crisis, it might consider a solution that has been overlooked so far: job creation through social care investment.
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Working Paper No. 679 | July 2011
We construct estimates of the Levy Institute Measure of Economic Well-Being for France for the years 1989 and 2000. We also estimate the standard measure of disposable cash income (DI) from the same data sources. We analyze overall trends in the level and distribution of household well-being using both measures for France as a whole and for subgroups of the French population. The average French household experienced a slower rate of growth in LIMEW than DI over the period. A substantial portion of the growth in well-being for the middle quintile was a result of increases in net government expenditures and income from wealth. We also found that the well-being of families headed by single females relative to married couples deteriorated much more, while the well-being of households headed by the elderly relative to households headed by the nonelderly improved much more than indicated by the standard measure of disposable income. The conventional measure indicates that a steep decline in economic inequality took place between 1989 and 2000, while our measure indicates no such change. We argue that these outcomes can be traced to the difference in the treatment of the role of wealth in shaping economic inequality. Our measure also indicates that, on balance, government expenditures and taxes did not have an inequality-reducing effect in France for both years. This is, again, contrary to conventional wisdom.
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Working Paper No. 676 | July 2011
Quality of Match for Statistical Matches Used in the 1989 and 2000 LIMEW Estimates for France
View More View LessThe quality of match for each of four statistical matches used in the LIMEW estimates for France for 1989 and 2000 is described. The first match combines the 1992 Enquête sur les Actifs Financiers with the 1989–90 Enquête Budget de Famille (BDF). The second match combines the 1998 General Social Survey (EDT) with the 1989–90 BDF. The third match combines the 2003–04 Enquête Patrimoine with the 2000–01 BDF. The fourth match combines the 1999 EDT with the 2000 BDF. In each case, the alignment of the two datasets is examined, after which various aspects of the match quality are described. In each case, the matches are of high quality, given the nature of the source datasets.
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Working Paper No. 667 | April 2011
We construct estimates of the Levy Institute Measure of Economic Well-Being for Great Britain for the years 1995 and 2005. We also produce estimates of the official British measures HBAI (from the Department for Work and Pensions annual report titled “Households below Average Income”) and ROI (from the Office of National Statistics Redistribution of Income analysis). We analyze overall trends in the level and distribution of household well-being using all three measures for Great Britain as a whole and for subgroups of the British population. Gains in household economic well-being between 1995 and 2005 vary by the measure used, from 23 percent (HBAI) to 32 percent (LIMEW) and 35 percent (ROI). LIMEW shows that much of the middle class’s gain in well-being was as a result of increases in government expenditures. LIMEW also marks a greater increase in economic well-being among elderly households due to the increase in their net worth. The redistributive effect of net government expenditures decreased notably between 1995 and 2005 according to the official measures, primarily due to the change in the distributive impact of government expenditures.
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Working Paper No. 663 | March 2011
Quality of Match for Statistical Matches Used in the 1995 and 2005 LIMEW Estimates for Great Britain
View More View LessThe quality of match of four statistical matches used in the LIMEW estimates for Great Britain for 1995 and 2005 is described. The first match combines the fifth (1995) wave of the British Household Panel Survey (BHPS) with the 1995–96 Family Resources Survey (FRS). The second match combines the 1995 time-use module of the Office of Population Censuses and Surveys Omnibus Survey with the 1995–96 FRS. The third match combines the 15th wave (2005) of the BHPS with the 2005 FRS. The fourth match combines the 2000 United Kingdom Time Use Survey with the 2005 FRS. In each case, the alignment of the two datasets is examined, after which various aspects of the match quality are described. In each case, the matches are of high quality, given the nature of the source datasets.
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Working Paper No. 618 | September 2010
Quality of Match for Statistical Matches Used in the 1992 and 2007 LIMEW Estimates for the United States
View More View LessThe quality of match of four statistical matches used in the LIMEW estimates for the United States for 1992 and 2007 is described. The first match combines the 1992 Survey of Consumer Finances (SCF) with the 1993 March Supplement to the Current Population Survey, or Annual Demographic Supplement (ADS). The second match combines the 1985 American Use of Time Project survey (AUTP) with the 1993 ADS. The third match combines the 2007 SCF with the 2008 March Supplement to the CPS, now called the Annual Social and Economics Supplement (ASEC). The fourth match combines the 2007 American Time Use Survey with the 2008 ASEC. In each case, the alignment of the two datasets is examined, after which various aspects of the match quality are described. Also in each case, the matches are of high quality, given the nature of the source datasets.
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Working Paper No. 615 | September 2010
Quality of Match for Statistical Matches Used in the 1999 and 2005 LIMEW Estimates for Canada
View More View LessThe quality of match of four statistical matches used in the LIMEW estimates for Canada for 1999 and 2005 is described. The first match combines the 1999 Survey of Financial Security (SFS) with the 1999 Survey of Labour and Income Dynamics (SLID). The second match combines the 1998 General Social Survey (GSS) with the 1999 SLID. The third match combines the 2005 SFS with the 2005 SLID. The fourth match combines the 2005 GSS with the 2005 SLID. In each case, the alignment of the two datasets is examined, after which various aspects of the match quality are described. Also in each case, the matches are of high quality, given the nature of the source datasets.Download:Associated Program(s):Author(s):Related Topic(s): -
Working Paper No. 610 | August 2010
A Strategy for Effective and Equitable Job Creation
Massive job losses in the United States, over eight million since the onset of the “Great Recession,” call for job creation measures through fiscal expansion. In this paper we analyze the job creation potential of social service–delivery sectors—early childhood development and home-based health care—as compared to other proposed alternatives in infrastructure construction and energy. Our microsimulation results suggest that investing in the care sector creates more jobs in total, at double the rate of infrastructure investment. The second finding is that these jobs are more effective in reaching disadvantaged workers—those from poor households and with lower levels of educational attainment. Job creation in these sectors can easily be rolled out. States already have mechanisms and implementation capacity in place. All that is required is policy recalibration to allow funds to be channeled into sectors that deliver jobs both more efficiently and more equitably.Download:Associated Program(s):Employment Policy and Labor Markets The Distribution of Income and Wealth Gender Equality and the EconomyAuthor(s):Related Topic(s): -
Public Policy Brief Highlights No. 108A | April 2010
Why President Obama Should Care About “Care”: An Effective and Equitable Investment Strategy for Job Creation
View More View LessIn his State of the Union address President Obama acknowledged that “our most urgent task is job creation”—that a move toward full employment will lay the foundation for long-term economic growth and ensure that the federal government creates the necessary conditions for businesses to expand and hire more workers. According to a new study by Levy scholars Rania Antonopoulos, Kijong Kim, Thomas Masterson, and Ajit Zacharias, the government needs to identify and invest in projects that have the potential for massive, and immediate, public job creation. They conclude that social sector investment, such as early childhood education and home-based care, would generate twice as many jobs as infrastructure spending and nearly 1.5 times the number created by investment in green energy, while catering to the most vulnerable segments of the workforce.
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Public Policy Brief No. 108 | February 2010
Why President Obama Should Care About “Care”: An Effective and Equitable Investment Strategy for Job Creation
View More View LessIn his State of the Union address President Obama acknowledged that “our most urgent task is job creation”—that a move toward full employment will lay the foundation for long-term economic growth and ensure that the federal government creates the necessary conditions for businesses to expand and hire more workers. According to a new study by Levy scholars Rania Antonopoulos, Kijong Kim, Thomas Masterson, and Ajit Zacharias, the government needs to identify and invest in projects that have the potential for massive, and immediate, public job creation. They conclude that social sector investment, such as early childhood education and home-based care, would generate twice as many jobs as infrastructure spending and nearly 1.5 times the number created by investment in green energy, while catering to the most vulnerable segments of the workforce.Download:Associated Program(s):Author(s):Related Topic(s): -
LIMEW Reports | November 2009Reports of a postracial society may be premature. Studies continue to show wide racial gaps in income and, especially, wealth; although there is some evidence that income gaps have shrunk over the past half century, wealth inequality is large and persistent.
In this report, the authors examine trends in economic well-being between 1959 and 2007 based on the race/ethnicity of households. Using the Levy Institute Measure of Economic Well-Being, they find that changes in household wealth and net government expenditure are the key elements in the story that unfolds about racial differences.
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Policy Note 2009 | June 2009
Special Report: Who Gains from President Obama's Stimulus Package ... And How Much?
View More View LessIn this Special Report, Levy scholars Ajit Zacharias, Thomas Masterson, and Kijong Kim provide a preliminary assessment of the 2009 American Recovery and Reinvestment Act (ARRA), a package of transfers and tax cuts that is expected to provide relief to low-income and vulnerable households especially hurt by the economic crisis, while at the same time supporting aggregate demand. By the administration’s estimate, ARRA will create or save approximately three and a half million jobs by the end of 2010; while the ameliorating impact of the stimulus plan on the employment situation is surely welcome, say the authors, the government could have achieved far more at the same cost by skewing the stimulus package toward outlays rather than tax cuts. Their analysis points toward the necessity for a comprehensive employment strategy that goes well beyond ARRA. The need for public provisioning of various sorts—ranging from early childhood education centers to public health facilities to the “greening” of public transportation—coupled with the severe underutilization of labor, naturally suggests an expanded role for public employment as a desirable ingredient in any alternative strategy.
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Working Paper No. 568 | June 2009
A Microsimulation Approach
Over the last two decades, those at the bottom of the income scale have seen their incomes stagnate, while those at the top have seen theirs skyrocket; without intervention, the recession that began in December 2007 was likely to exacerbate this trend. Will the American Recovery and Reinvestment Act of 2009 (ARRA) be able to keep the situation from getting worse for those at the bottom of the income scale? Will ARRA reverse the upward trend in inequality that we’ve seen in the recent past? The authors of this new working paper employ a microsimulation of ARRA to address these questions. They find that, despite a large amount of job creation, ARRA is likely to have little impact on overall income inequality, or on the income gaps between relatively advantaged and disadvantaged groups.
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LIMEW Reports | April 2009
In this latest LIMEW report, the authors present new evidence on the pattern of economic inequality in the United States that indicates higher inequality in 2004 than in 1959. According to the LIMEW, there was a surge in inequality between 1989 and 2000 that reflects the large increase in income from wealth for the top rungs of the economic ladder; the principal factor behind the official measures was base income (consisting mainly of labor income). The authors’ findings suggest a rather bleak picture for the lower and middle classes in terms of sharing the economic pie.
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LIMEW Reports | February 2009
Over the last half century, government policy has had an important hand in alleviating disparities among population subgroups in the United States; for example, special tax treatment for families with children has meant an improvement in the well-being of single mothers, and Medicare and Social Security have been the driving force in improving well-being among the elderly. Thus, the measure of economic well-being used is critical in assessing changes in disparities between groups.
The Levy Institute Measure of Economic Well-Being (LIMEW) is a comprehensive measure that not only includes estimates of public consumption and household production but also factors in the long-run benefits of wealth ownership. In this report, the authors examine long-term trends in economic well-being in the United States between 1959 and 2004 within various population subgroups based on the following household characteristics: race/ethnicity, age, education, and marital status. With the exception of income from wealth, they find that the gap between nonwhite and white households narrowed between 1959 and 2004, and public consumption increasingly favored nonwhites. Relative well-being for those 65 and older improved significantly, and was 9 percent higher than the average nonelderly household in 2000 (a finding at odds with official measures of economic well-being). In contrast, the under-35 age group experienced a sizable deterioration in relative well-being, as did less educated groups relative to college graduates. The gap between families with a single, female head of household and families with a married head of household also widened further over time.
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LIMEW Reports | February 2009
The Levy Institute Measure of Economic Well-Being (LIMEW) is a more comprehensive measure than either gross money income or extended income because it includes estimates of public consumption and household production, as well as the long-run benefits from the ownership of wealth. As a result, it provides a picture of economic well-being in the United States that is very different from the official measures.
The authors find that median household well-being grew rather sluggishly over the 1959–2004 period compared to the annual growth rate of per capita GDP. They note the crucial role of net government expenditures, and therefore call for the Obama administration’s fiscal stimulus package to improve the broader economic well-being of the poor and the middle class, while also creating jobs.
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Working Paper No. 556 | January 2009
Long-Term Trends in the Levy Institute Measure of Economic Well-Being (LIMEW), United States, 1959–2004
View More View LessThe motivation to construct the LIMEW in lieu of relying on the official measures of well-being is to provide a more comprehensive measure of economic inequality that will also show the disparities among key demographic groups. The authors of this new working paper show that the LIMEW provides a perspective on disparities among population subgroups that differs from the official measures, as well as differing time trends. For example, according to the LIMEW, there has been an almost continuous improvement in the relative well-being of the elderly, which were 9 percent better off than the nonelderly in 2000 because of greater income from wealth. Moreover, the principle factor behind the increase in inequality over the 1959–2004 period was the rising contribution of income derived from nonhome wealth.
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Working Paper No. 550 | November 2008
Gender affects household spending in two areas that have been widely studied in the literature. One strand documents that greater female bargaining power within households results in a variety of shifts in household production and consumption. An important source of intrahousehold bargaining power is ownership of assets, especially land. Another strand examines gender bias in spending on children. This paper addresses both strands simultaneously. In it, differences in spending on education are examined empirically, at both the household and the individual level. Results are mixed, though the balance of evidence weighs toward pro-male bias in spending on education at the household level. Results also indicate that the relationship between asset ownership and female bargaining power within the household is contingent on the type of asset.
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Working Paper No. 535 | May 2008
Theory and Application to the Levy Institute Measure of Economic Well-Being
This paper summarizes the background, type, logic, and working procedure of the statistical matching used in the Levy Institute Measure of Economic Well-Being (LIMEW) project to combine the various data sets used to produce the synthetic data set with which the LIMEW is constructed. The authors use the match between the 2001 Survey of Consumer Finances and the Annual Demographic Survey of the Current Population Survey data sets to demonstrate the procedure and results of the matching. Challenges confronted in the use of this technique, such as the distribution of weights, are discussed in the conclusion.
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Working Paper No. 504 | July 2007
Female Land Rights, Crop Specialization, and Productivity in Paraguayan Agriculture
View More View LessPrevious work has shown a pattern of lower household incomes for those Paraguayan farms with female landowners in the household. The study of agricultural production reveals that Paraguayan women specialize in livestock and dairy production, while men specialize in crop production. An analysis of crop specialization and crop yields finds no significant differences in yields among households along gender lines, although women appear to specialize in food crops. Finally, households with female land rights have markedly lower rates of return on agricultural production.
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Working Paper No. 491 | February 2007
This paper examines the claim that the land rental market can be an effective means of redistributing access to, if not ownership of, land to the rural poor, using Paraguay as our model. The land sales market is also examined. The land rental market in Paraguay’s rural areas is found to be very thin, due at least in part to a lack of available credit for inputs. Renting-in substantial amounts of land is found to contribute significantly to household per-capita income.
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Working Paper No. 490 | February 2007
This essay assesses the relationship between farm size and productivity. Both parametric and nonparametric methods are used to derive efficiency measures. Smaller farms are found to have higher net farm income per hectare, and to be more technically efficient, than larger farms.
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