Climate Shocks, Migration, and Labor Markets: A Gender Analysis from West Africa

A new GLO Discussion Paper finds that climate shocks may disrupt long-standing gender roles.

GLO Discussion Paper No. 950, 2021

Climate Shocks, Migration, and Labor Markets: A Gender Analysis from West Africa Download PDF
by Elmallakh, Nelly & Wodon, Quentin

GLO Fellow Nelly El-Mallakh

Author Abstract: This paper investigates the effects of shocks, predominantly climate shocks, on labor market outcomes in the West African Economic and Monetary Union (WAEMU). We focus on migration ows within the WAEMU countries to disentangle the differential effects of shocks on migrants and non-migrants. Our analysis combines survey data from Ivory Coast|as the main migrant receiving country|and from all the other 7 migrant sending countries of the WAEMU. Using an OLS fixed effects model, our results show that migration in the WAEMU is associated with a decline in female labor participation, as it is primarily motivated by marriage. However, we find an increase in female labor force participation and a narrowing of the gender gap in migrant households that are negatively affected by shocks. Our findings relate to the literature on the impact of shocks on the labor division between women and men and show that shocks may disrupt long-standing gender roles. The results are robust to accounting for the double selection into shocks and migration using a Propensity Score Matching technique that allows for a within comparison between treated and untreated units.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

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Do Refugees with Better Mental Health Better Integrate? Evidence from the Building a New Life in Australia Longitudinal Surve

A new GLO Discussion Paper finds large consequences for labor market performance of refugees and children wellbeing.


GLO Discussion Paper No. 949, 2021

Do Refugees with Better Mental Health Better Integrate? Evidence from the Building a New Life in Australia Longitudinal Survey Download PDF
by Dang, Hai-Anh H. & Trinh, Trong-Anh & Verme, Paolo

GLO Fellows Hai-Anh Dang & Paolo Verme

Author Abstract: Hardly any evidence currently exists on the causal effects of mental illness on refugee labor market outcomes. We offer the first study on this topic in the context of Australia, one of the host countries with the largest number of refugees per capita in the world. Analyzing the Building a New Life in Australia longitudinal survey, we exploit the variations in traumatic experiences of refugees interacted with time as an instrument for refugee mental health. We find that worse mental health, as measured by a one standard deviation increase in the Kessler mental health score, reduces the probability of employment by 14.1% and labor income by 26.8%. We also find some evidence of adverse impacts of refugees’ mental illness on their children’s mental health and education performance. These effects appear more pronounced for refugees that newly arrive or are without social networks, but they may be ameliorated with government support. Our findings suggest that policies that target refugees’ mental health may offer a new channel to improve their labor market outcomes.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

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Equivalence scale and income poverty: Two approaches to estimate country-specific scale for the Czech Republic

A new GLO Discussion Paper studies approaches to to transform household income to an equivalent for individuals.

Tomas Zelinsky


GLO Discussion Paper No. 948, 2021

Equivalence scale and income poverty: Two approaches to estimate country-specific scale for the Czech Republic Download PDF
by Mysíková, Martina & Želinský, Tomáš & Jirková, Michaela & Večerník, Jiří

GLO Fellow Tomas Zelinsky

Author Abstract: The at-risk-of-poverty rate, the relative income poverty indicator applied in the EU, can be highly sensitive to the equivalence scale used to transform household income to an equivalent for individuals. This study applies two well-established approaches to estimate the equivalence scale: an ‘objective’ one, based on consumption expenditures available in the national Household Budget Survey, and a ‘subjective’ one, based on the Minimum Income Question available in EU-Statistics on Income and Living Conditions data. The aim is to contrast the two estimated equivalence scales in the Czech Republic in the 2006-2016 period with the OECD-modified scale applied uniformly for decades across the EU countries. Our findings suggest that the adult weight in the equivalence scale is decreasing over time, while the child weight is relatively stable under both approaches. The estimated weights are lower than the officially applied ones, with the exception of the expenditure-based adult weight, which is very close to the OECD-modified weight. Applying the estimated scales affects the income poverty rate and leads to different rates than the official ones: while the trend of the rates is similar when the two estimated scales are used, the official income poverty rate deviates from those two.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

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How US Governor’s Party Affects Black Workers

A new GLO Discussion Paper examines the impact of U.S governor’s party allegiance (Republican vs Democrat) on the ethnic wage gap to show that the vast majority of subgroups of black workers earnings are not affected by democrat governors’ policies.

Guy Tchuente


GLO Discussion Paper No. 947, 2021

The Forest Behind the Tree: Heterogeneity in How US Governor’s Party Affects Black Workers Download PDF
by Tchuente, Guy & Kakeu, Johnson & Francois, John Nana

GLO Fellow Guy Tchuente

Author Abstract: Income inequality is a distributional phenomenon. This paper examines the impact of U.S governor’s party allegiance (Republican vs Democrat) on ethnic wage gap. A descriptive analysis of the distribution of yearly earnings of Whites and Blacks reveals a divergence in their respective shapes over time suggesting that aggregate analysis may mask important heterogeneous effects. This motivates a granular estimation of the comparative causal effect of governors’ party affiliation on labor market outcomes. We use a regression discontinuity design (RDD) based on marginal electoral victories and samples of quantiles groups by wage and hours worked. Overall, the distributional causal estimations show that the vast majority of subgroups of black workers earnings are not affected by democrat governors’ policies, suggesting the possible existence of structural factors in the labor markets that contribute to create and keep a wage trap and/or hour worked trap for most of the subgroups of black workers. Democrat governors increase the number of hours worked of black workers at the highest quartiles of earnings. A bivariate quantiles groups analysis shows that democrats decrease the total hours worked for black workers who have the largest number of hours worked and earn the least. Black workers earning more and working fewer hours than half of the sample see their number of hours worked increase under a democrat governor.

Related paper in the Journal of Population Economics, ONLINE FIRST 2021, FREE READ LINK: The effect of the 2016 United States presidential election on employment discrimination by Marina Mileo Gorzig & Deborah Rho

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Public procurement and supplier job creation: Insights from auctions

A new GLO Discussion Paper studies sealed-bid public procurement contract (PPC) auctions of construction works, discontinuity in bidders’ win margin and firms’ daily employment variation to provide a causal estimate of winning a PPC on firms’ employment.

GLO Discussion Paper No. 946, 2021

Public procurement and supplier job creation: Insights from auctions Download PDF
by Srhoj, Stjepan & Dragojević, Melko

GLO Fellow Stjepan Srhoj

Stjepan Srhoj

Author Abstract: Public procurement contracts (PPCs) of goods, services and works is about one tenth of global gross domestic product. Much research has been conducted on government spending and its aggregate effects, but evidence is scarce at the micro-level. This study exploits sealed-bid PPC auctions of construction works, discontinuity in bidders’ win margin and firms’ daily employment variation to provide a causal estimate of winning a PPC on firms’ employment. Winning a PPC has a small positive impact on a firm’s short-run employment. The study investigates mechanisms and heterogeneity that can explain the initial small magnitudes. No compelling evidence is found in favour of political connections, an information leakage channel or PPC size as explanations for the small magnitude. A investigation of longer period shows the impact phases out in less than a year. The lack of a long-term impact is due to runners-up winning more PPCs and runners-up substituting towards more market revenue in the year after closely losing a PPC. Finally, the impacts are concentrated in construction firms that conduct the majority of contracted work in-house. The final estimation shows the effect is about four new employees per PPC with a public cost per job created at €45,200 [€34,200 – €66,200].

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Inequality in Electricity Consumption and Economic Growth: Evidence from a Small Area Estimation Study

A new GLO Discussion Paper shows evidence of a large spatial heterogeneity in the electric power consumption between districts and provinces in Vietnam.

Cuong Nguyen


GLO Discussion Paper No. 945, 2021

Inequality in Electricity Consumption and Economic Growth: Evidence from a Small Area Estimation Study Download PDF
by Nguyen, Cuong Viet & Nguyen, Khuong Duc & Tran, Tuyen Quang

GLO Fellow Cuong Nguyen

Author Abstract: Our study uses a small area estimation method to estimate the average and inequality of per capita kWh consumption for small areas in Vietnam. It shows evidence of a large spatial heterogeneity in the electric power consumption between districts and provinces in Vietnam. Households in the mountains and highlands consumed remarkably less electricity than those in the delta and coastal areas. Notably, we find a U-shaped relationship between the inequality of electricity consumption and economic levels in Vietnam. In poor districts and provinces, there is very high inequality in electricity consumption. Inequality is lower in middle-income districts and provinces.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Mind the gap measuring consumption and income from household surveys and national accounts data

A new GLO Discussion Paper finds substantial and rising gaps in the measurement of consumption and income based on household surveys and national accounts data.


GLO Discussion Paper No. 944, 2021

Mind the Gap Download PDF
by Prydz, Espen Beer & Jolliffe, Dean & Serajuddin, Umar

GLO Fellow Dean Jolliffe

Author Abstract: Estimates of average per capita consumption and income from national accounts differ substantially from corresponding measures of consumption and income from household surveys. Using a new compilation of more than 2,000 household surveys matched to national accounts data, we find that the gaps between the data sources are larger and more robust than previously established. Means of household consumption estimated from surveys are, on average, 20 percent lower than corresponding means from national accounts. The gap with GDP per capita is nearly 50 percent. The gaps have increased in recent decades and are largest in middle-income countries, where annualized growth rates for consumption surveys are systematically lower than national accounts growth rates. We show that the gaps in measures across these two sources have implications for assessments of economic growth, poverty, and inequality. We find that typical survey measures of consumption and income may exaggerate poverty reduction and underestimate inequality.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Happiness in the Lab: What Can Be Learned about Subjective Well-Being from Experiments?

A new GLO Discussion Paper explores the important contributions that happiness-in-the-lab experiments can make to the debates about stylized facts by testing the causality of the relationships.


GLO Discussion Paper No. 943, 2021

Happiness in the Lab: What Can Be Learned about Subjective Well-Being from Experiments? Download PDF
by Ifcher, John & Zarghamee, Homa & Goff, Sandra H.

GLO Fellow John Ifcher

Author Abstract: The recent surge in analyses of subjective well-being (SWB) and the economics of happiness using large observational datasets has generated stylized facts about the relationship between SWB and various correlates. Because such studies are mostly concerned with the determinants of SWB, the modeling utilized assumes SWB to be the dependent variable. Often, selection effects, reverse causality, and omitted variable bias cannot adequately be controlled for, calling many of the stylized facts into question. This chapter explores the important contributions that happiness-in-the-lab experiments can make to the debates about stylized facts by testing the causality of the relationship between SWB and its correlates. A distinction is made between happiness-in-the-lab experiments in which SWB is a dependent versus independent variable, and methods for both types of experiments are discussed, along with a discussion of the limitations inherent in such experiments. The extant happiness-in-the-lab literature is reviewed and future directions for happiness-in the-lab research are proposed. The important role that happiness-inthe- lab experiments can play in the development of national SWB accounting is emphasized.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Return migrants and the wage premium: does the legal status of migrants matter?

A new paper published ONLINE FIRST finds that, upon return, undocumented migrants experience a wage penalty compared with documented migrants, as well as relative to non-migrants.

Return migrants and the wage premium: does the legal status of migrants matter?

by GLO Fellows Nelly Elmallakh and Jackline Wahba

Published ONLINE FIRST 2021: Journal of Population Economics
OPEN ACCESS PDF

Jackline Wahba
This image has an empty alt attribute; its file name is 002-Cover-Page-JPopEa.jpg

Author Abstract: This paper examines the impact of the legal status of overseas migrants on their wages upon return to the home country. Using unique data from Egypt, which allows us to distinguish between return migrants according to whether their international migration was documented or undocumented, we examine the impact of illegal status on wages upon return. Relying on a Conditional Mixed Process model, which takes into account the selection into emigration, into return, and into the legal status of temporary migration, we find that, upon return, undocumented migrants experience a wage penalty compared with documented migrants, as well as relative to non-migrants. Our results are the first to show the impact of undocumented migration on the migrant upon return to the country of origin.

Number of submissions, 2010-2020
EiC Report 2020

SSCI IMPACT FACTOR 2.813 (2020) from 1.840 (2019) & 1.253 (2018)
SSCI 5-Year Impact Factor 3.318 (2020) from 2.353 (2019) & 2.072 (2018)


Journal of Population Economics
Access to the recently published Volume 34, Issue 4, July 2021. 10 articles on Covid-19 all freely accessible.

LEAD ARTICLE OF ISSUE 4, 2021:
The impact of repeated mass antigen testing for COVID-19 on the prevalence of the disease
by Martin Kahanec, Lukáš Lafférs & Bernhard Schmidpeter

OPEN ACCESS: Free ReadlinkDownload PDF

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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Robots for Economic Development

A new GLO Discussion Paper shows significant productivity and employment gains from automation in Indonesian manufacturing.


GLO Discussion Paper No. 942, 2021

Robots For Economic Development Download PDF
by Calì, Massimiliano & Presidente, Giorgio

GLO Fellow Giorgio Presidente

Author Abstract: Recent evidence suggests that automation technologies entail a trade-off between productivity gains and employment losses for the economies that adopt them. This paper casts doubts on this trade-off in the context of a developing country. It shows significant productivity and employment gains from automation in Indonesian manufacturing during the years 2008-2015, a period of rapid increase in robot imports. Analysis based on manufacturing plant data provides evidence of two plausible reasons for the absence of this trade-off. First, it documents the presence of diminishing productivity returns to robot adoption. As a result, the benefits from automation could be particularly large for countries at early stages of adoption, such as Indonesia. Second, the analysis finds significant positive employment spillovers from automation in downstream plants. Such effects are likely larger in countries such as Indonesia, where the foreign content of manufacturing production is low. Suggestive evidence indicates such results could apply to developing countries more generally.

GLO Discussion Papers are research and policy papers of the GLO Network which are widely circulated to encourage discussion. Provided in cooperation with EconStor, a service of the ZBW – Leibniz Information Centre for Economics, GLO Discussion Papers are among others listed in RePEc (see IDEAS,  EconPapers)Complete list of all GLO DPs – downloadable for free.

The Global Labor Organization (GLO) is an independent, non-partisan and non-governmental organization that functions as an international network and virtual platform to stimulate global research, debate and collaboration.

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