Who lost the most? Distributive effects of COVID-19 pandemic

A new GLO Discussion Paper details what happened to the wage distribution in Italy during the first wave of the COVID-19 pandemic.

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.

Sergio Scicchitano

GLO Discussion Paper No. 829, 2021

Who lost the most? Distributive effects of COVID-19 pandemic Download PDF
by
Ainaa, Carmen & Brunetti, Irene & Mussida, Chiara & Scicchitano, Sergio

GLO Fellows Chiara Mussida & Sergio Scicchitano

Author Abstract: This paper investigates what happened to the wage distribution in Italy during the first wave of the COVID-19 pandemic. It shows which categories of workers and economic sectors have suffered more than others and to what extent both the actual level of smart-working and the ability to Working From-Home can influence the wage distribution. We use a unique dataset relying on the merging of two sample surveys: the Italian Labor Force Survey set up by National Institute of Statistics and the Italian Survey of Professions conducted by the National Institute for Public Policy Analysis. We estimate quantile regression models accounting for selection. First, the findings reveal that the pandemic has affected the wages of the whole workers, but the effect is higher at the bottom of the wage distribution. Second, the actual working from home mitigates the negative distributional consequences of the COVID-19 observed for those at the bottom of the wage distribution. However, the advantage of workers at the bottom tail of the wage distribution seems to lessen in the long term once the health emergency is passed. Third, looking at sectoral heterogeneity, retail and the restaurant are the most hit sectors in terms of wage loss. Fourth, separating by gender, men have been mostly hit by the pandemic, particularly at lowest deciles, though they benefited more from working at home at higher deciles. Finally, women appear as the one that in the long run would benefit more from increasing working from home possibility.

More from the GLO Coronavirus Cluster

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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What shifts did covid-19 year 2020 bring to the labour market in Europe?

A new GLO Discussion Paper finds that previous crises have typically lead not only to more unemployment but also to larger numbers of discouraged unemployed and thus more inactivity.

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.

Stijn Baert

GLO Discussion Paper No. 828, 2021

What shifts did covid-19 year 2020 bring to the labour market in Europe?Download PDF
by
Baert, Stijn

GLO Fellow Stijn Baert

Author Abstract: This article discusses the evolution of key labour market indicators in the EU-27 countries between 2019 and 2020, i.e. between the year before the covid-19 crisis broke out and the year in which it impacted the economy heavily. Whereas earlier policy-oriented studies have dealt with the evolution of unemployment in 2020, often country by country, this article focuses on the evolution of unemployment as well as inactivity across European countries. Indeed, previous crises have typically lead not only to more unemployment but also to larger numbers of discouraged unemployed and thus more inactivity. It appears that the Southern European countries, in particular, recorded increases in inactivity, while the Baltic States experienced higher unemployment. In many other countries, unemployment and inactivity remained remarkably stable despite covid-19.

More from the GLO Coronavirus Cluster

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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Variation in labour skills and offshoring across time zones.

A new GLO Discussion Paper provides a theoretical framework to show that offshoring to a different time zone is beneficial even when the complexity of stages of production varies.

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.

Biswajit Mandal

GLO Discussion Paper No. 827, 2021

Variation in labour skills and offshoring across time zones Download PDF
by
Prasad, Alaka Shree & Mandal, Biswajit

GLO Fellow Biswajit Mandal

Author Abstract: The paper extends Dei (2010) to check the role of time zone difference on offshoring of service tasks when the quality of workers varies between the partner countries. We frame a model where partner countries are located in non-overlapping time zones, and the skill level of the partner country workers is lower than that of the domestic workers. In our model, service production is divided into two sequential stages, and output is a supermodular function of the skill of workers and time. The problem of the service producers is to choose between domestic production and offshoring. Domestic production employs high-quality skilled labours but the time management is inefficient. On the other hand, offshoring to a non-overlapping time zone helps a firm to work round the clock, but the low quality of skilled labour lowers the output, though they cost less. In such a framework, we check under what conditions offshoring is beneficial. The analysis provides a condition where firms decide to offshore through a tradeoff between time and skill. We observe that the lesser of 24 hours domestic production use, the lower will be the threshold of acceptable skill level. Results show that offshoring to a different time zone is beneficial even when the complexity of stages of production vary. However, it is observed that only the relatively less-critical task is offshored. We further observe that availability of domestic lowquality labour does not benefit the firm, but foreign low-quality labour can be beneficially utilized through time-zone exploitation.

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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What Explains Vietnam’s Exceptional Performance in Education Relative to Other Countries?

A new GLO Discussion Paper explains part of this success story not by differences in students’ and schools’ observed characteristics, but instead by Vietnam’s greater “productivity” of those characteristics in comparison to other countries.

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.

Hai-Anh Dang


GLO Discussion Paper No. 826, 2021

What Explains Vietnam’s Exceptional Performance in Education Relative to Other Countries? Analysis of the 2012 and 2015 PISA Data Download PDF
by
Dang, Hai-Anh & Glewwe, Paul & Vu, Khoa & Lee, Jongwook

GLO Fellow Hai-Anh Dang

Author Abstract: Despite being the poorest or second poorest participant, Vietnam performed much better than all other developing countries, and even ahead of wealthier countries such as the U.S. and the U.K., on the 2012 and 2015 PISA assessments. We provide a rigorous investigation of Vietnam’s strong performance. After making various parametric and non-parametric corrections for potentially non-representative PISA samples, including bias due to Vietnam’s large out-of-school population, Vietnam still remains a large positive outlier conditional on its income. Possible higher motivation of, and coaching given to, Vietnamese students only partly explains Vietnam’s performance, and this is also the case for various observed household- and school-level variables. Finally, Blinder-Oaxaca decompositions indicate that the gap in average test scores between Vietnam and the other participating countries is due not to differences in students’ and schools’ observed characteristics, but instead to Vietnam’s greater “productivity” of those characteristics.

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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Brothers increase women’s gender conformity

A new paper published ONLINE FIRST with free OPEN ACCESS finds for Denmark that women with a second-born brother acquire more traditional gender roles as measured through their choice of occupation and partner.

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.

Brothers increase women’s gender conformity

by Anne Ardila Brenøe

Published OPEN ACCESS ONLINE FIRST in the Journal of Population Economics.

Author Abstract: I examine how one central aspect of the family environment—sibling sex composition—affects women’s gender conformity. Using Danish administrative data, I causally estimate the effect of having a second-born brother relative to a sister for first-born women. I show that women with a brother acquire more traditional gender roles as measured through their choice of occupation and partner. This results in a stronger response to motherhood in labor market outcomes. As a relevant mechanism, I provide evidence of increased gender-specialized parenting in families with mixed-sex children. Finally, I find persistent effects on the next generation of girls.

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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Klaus F. Zimmermann (GLO & Free University Berlin) spoke at the beginning of the summer term in the Research Seminar of the Free University School of Business & Economics.

On April 29, Klaus F. Zimmermann presented his joint work with Shu Cai (Jinan University) on Social Assimilation and Labor Market Outcomes of Migrants in China online in the Research Seminar of the School of Business & Economics of the Free University of Berlin. His talk marked the beginning of the summer term of the seminar series chaired by Ronnie Schöb.

Klaus F. Zimmermann, Professor Emeritus of Bonn University, now affiliated with UNU-MERIT at Maastricht University, is also an Honorary Professor of the Free University (FU) since 2001. In this capacity, he is currently providing a seminar for Free University Master students on “Scientific Policy Advice” (“Wissenschaftliche Politikberatung”). In his opening words to the seminar, Ronnie Schöb, in the presence of the chair of the Economics Department Giacomo Corneo (Dekan), thanked Zimmermann for his 20 years of service for the Fachbereich Wirtschaftswissenschaften. Zimmermann stressed his excitement interacting with FU students during this period, which also overlapped a decade with his period as President of the DIW Berlin.

The research presentation was based on GLO Discussion Paper No. 716.

“Previous research on internal mobility has neglected the role of identity as in studies analyzing China’s Great Migration, although context and adaption are likely to be quite different. Examining social assimilation and labor market outcomes in China, the country with the largest internal mobility in the world, closes the gap. Instrumental variable estimation reveals that identifying as local significantly increases migrants’ hourly wages and reduces hours worked, although monthly earnings remain unchanged. Migrants with strong local identity are more likely to use local networks in job search, and to obtain jobs with higher average wages and lower average hours worked.”

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Back to work or stay at home? Family policies and maternal employment in Finland.

A new paper published ONLINE FIRST with free OPEN ACCESS finds for Finland that higher private day care allowances have no effect on employment while higher home care allowances increase the length of home care.

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.

Back to work or stay at home? Family policies and maternal employment in Finland.

by Eva Österbacka & Tapio Räsänen

Published OPEN ACCESS ONLINE FIRST in the Journal of Population Economics.

Author Abstract: The employment effects of family policies depend on the mother’s labor market attachment and on the age of the child. We study the effects of child home care (cash-for-care) and private day care allowances on mothers’ return to employment after childbirth. Our identification strategy exploits changes in municipal-level subsidies. We find that higher private day care allowances have no effect while higher home care allowances increase the length of home care. A 100-euro higher level of home care allowance prolongs home care by 2–3 months, on average. The home care allowance combined with low labor market attachment and low earnings potential pre-birth delay the return to employment. However, the effect of the allowance diminishes over time. Higher subsidies have no impact by the time a child turns two. Reductions in subsidies stimulate a faster return to employment.

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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Neo-humanism and COVID-19: Opportunities for a socially and environmentally sustainable world

A new GLO Discussion Paper advocates neo-humanism for a world in which the well-being of people comes before the wellbeing of markets, in which promoting cooperation and social relations represents the starting point for better lives, and a peaceful and respectful coexistence with other species on Earth.

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.

GLO Discussion Paper No. 825, 2021

Neo-humanism and COVID-19: Opportunities for a socially and environmentally sustainable world Download PDF
by
Sarracino, Francesco & O’Connor, Kelsey J.

GLO Fellows Francesco Sarracino and Kelsey J. O’Connor

Author Abstract: A series of crises, culminating with COVID-19, shows that going “Beyond GDP” is urgently necessary. Social and environmental degradation are consequences of emphasizing GDP as a measure of progress. This degradation created the conditions for the COVID-19 pandemic and limited the efficacy of counter-measures. Additionally, rich countries did not fare the pandemic much better than poor ones. COVID-19 thrived on inequalities and a lack of cooperation. In this article we leverage on defensive growth models to explain the complex relationships between these factors, and we put forward the idea of neohumanism, a cultural movement grounded on evidence from quality-of-life studies. The movement proposes a new culture leading towards a socially and environmentally sustainable future. Specifically, neo-humanism suggests that prioritizing well-being by, for instance, promoting social relations, would benefit the environment, enable collective action to address public issues, which in turn positively affects productivity and health, among other behavioral outcomes, and thereby instills a virtuous cycle. Arguably, such a society would have been better endowed to cope with COVID-19, and possibly even prevented the pandemic. Neo-humanism proposes a world in which the well-being of people comes before the wellbeing of markets, in which promoting cooperation and social relations represents the starting point for better lives, and a peaceful and respectful coexistence with other species on Earth.

More from the GLO Coronavirus Cluster

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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Perturbed Nuptiality, Delayed Fertility: Childbirth Effects of Covid19.

A new GLO Discussion Paper expects a decline in fertility in Pakistan caused by the disease.

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.

GLO Discussion Paper No. 824, 2021

Perturbed Nuptiality, Delayed Fertility: Childbirth Effects of Covid19 Download PDF
by
Mughal, Mazhar & Javed, Rashid

GLO Fellow Rashid Javed

Author Abstract: An aspect of the Covid-19 pandemic that merits attention is its effects on marriage and childbirth. Although the direct fertility effects of people getting the virus may be minor, the impact of delayed marriages due to the first preventive lockdown, such as that imposed in Pakistan from March 14 to May 8 2020, and the closure of marriage halls that lasted till September 14 may be non-negligible. These demographic consequences are of particular import to developing countries such as Pakistan where birth rates remain high, marriage is nearly universal, and almost all child- bearing takes place within marriage. Based on historic marriage patterns, we estimate that the delay in nuptiality during the first phase of coronavirus outbreak may affect about half of the marriages that were to take place during the year. In Pakistan, childbearing begins soon after marriage, and about 37% of Pakistani married women give birth to their first child within twelve months of marriage. A sizeable number out of these around 400,000 annual births that occur within twelve months of the marriage may consequently be delayed. Postponement of marriages due to the accompanying difficult economic situation and employment precariousness should accentuate this fertility effect. The net fertility impact of the Covid-19 outbreak would ultimately depend not only on the delay in marriages but also on the reproductive behavior of existing couples.

More from the GLO Coronavirus Cluster

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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Klaus F. Zimmermann spoke with Kristie Drucza, the CEO of Includovate.

Recently GLO and Includovate joined forces, including vice-versa the set of institutional supporters. On this occasion, Kristie Drucza, the CEO of Includovate gave an interview to reveal mission and objectives of the organization. More information.

Dr. Kristie Drucza, CEO of Includovate

  • With over 17-years of experience as a community developer, gender and inclusion adviser, or researcher, Kristie Drucza is theoretically strong on gender, human rights/child rights, and social inclusion, particularly within a developing country context.
  • She completed her PhD in Political Anthropology on social inclusion and has a Master’s in Applied Anthropology and Participatory Development specializing in gender and has a passion for building partnerships and capacity for systems change around social inclusion.
  • Her passion for applied research and social inclusion has driven her education, her career, and the launch of Includovate.
  • Throughout her varied career, she has conducted 12+ mixed-method evaluation projects for major donor country programs, including UNICEF and the UN.
  • She has built a reputation for innovative, participatory data collection methods with stakeholders of all types, e.g., people with disabilities, NGO and government officials, youth, the private sector, and women.
  • As founder and CEO of Includovate, she has been both the administrative and research team lead of 10 experts to deliver various assignments for the International Labour Organization, World Bank, Care International, WorldFish, International Rice Research Institute, and the International Water Management Institute.
  • For Dr. Drucza’s publications see: Dr. Kristie Drucza Researchgate Profile

Interview


GLO: Explain to us your core mission.

Kristie Drucza: Includovate is a feminist research incubator that ‘walks the talk’. We decolonize research by employing researchers who have a lived experience of the topic being studied (this includes people living with disabilities and people from diverse religious and ethnic backgrounds). Includovate’s mission is to incubate transformative and inclusive solutions for measuring, studying and changing discriminatory norms that lead to poverty, inequality and injustice. Following the meaning of our name, which is to innovate for inclusion, Includovate empowers researchers to co-create knowledge and make it more inclusive and sustainable.

GLO: What are core topics you intend to work on?

Kristie Drucza: Includovate studies and designs solutions for gender equality and social inclusion in close alignment with the UN’s Sustainable Development Goals. We usually conduct research in low- or middle- income countries and adopt an inclusive and empowering approach to the way we study and analyze. Poverty alleviation, social inclusion and protection, social policy and power relations, gender equality, disability and youth inclusion, behavior change and social norms, and migration and climate change are among our favorite research topics.

GLO: Are you a new global think tank with employed staff or a network of researchers?

Kristie Drucza: We are a certified social enterprise that consists of a network of researchers and employed staff who peer support one another to improve inclusive research capacity.
Includovate was established in early 2019 as a self-sustaining incubator to change the way inequality and exclusion are reproduced through research and data analysis.
Privileged researchers complete paid research assignments while helping to build the capacity of researchers from the global south that lack exposure to international opportunities.
We have a social licence business model where the office in Australia helps to grow the office in Ethiopia. We have doubled in size at the start of 2020 to more than 40 employees. We have employed staff working globally and have access to a network of more than 700 registered consultants.

GLO: You are 100% female-owned, accident or program?

Kristie Drucza: The Ethiopian firm is owned by Ethiopian women and the Australian women who own the Australian Includovate help the Ethiopian firm to grow in a co-created sister-supported style.
We specialize in women’s empowerment and a feminist approach to research for international development. We deliver best practices curation and truly deep dive into the intersectionality of inequality and exclusion. Not only that, 62% of Includovate employees are women as we hire through diverse mechanisms. Our work on women is accredited to the several feminist researchers we have who have worked on projects with UNIDO on the Economic Empowerment of women in the Green Industry, and a Policy Mapping with IDRC on Women’s Economic Empowerment, among others.

GLO: You are headquartered in Ethiopia and Australia. Is this a regional focus to meet the largest needs of your program?

Kristie Drucza: Includovate works globally. Once the Ethiopian office is more independent, Includovate‘s next goal is to open another office in Uganda by the end of 2022. We do have a regional focus on the Global South – however, are country agnostic as we feel the work in the development sector is needed across the globe!

GLO: How relevant is a physical presence at post-Covid times?

Kristie Drucza: Includovate has researchers and employees worldwide, and most of our communications are virtual (before and after the pandemic). Includovate recently re-opened our office in Ethiopia after a staff survey indicated an office was needed. Health and safety protocols are applied in the office and there is a roster for when people use the office. Every other Includovator works remotely.

GLO: You seem to have a strategic interest in Africa. Where do you see the major challenges and potentials to support development?

Kristie Drucza: We do have a strategic interest in Africa because the colonial legacy and power inequities are entrenched. The discrimination faced by African researchers is more pronounced than in other continents. This means that aside from language and analytical capacity, Includovate needs to deal with cross-cultural challenges, insecurities and the legacy of racism. We have to create an incubator that can develop the whole person (not just research outputs). Privileged researchers have as much work to do on themselves as those from Africa.
Includovate’s vision is to create inclusive markets, businesses, states and institutions that provide men and women with the power, aspiration and ability to innovate for their development and advancement. By doing this, Includovate would like to decolonize research by supporting, and empowering, researchers from the Global South to publish and use the evidence to shape the policies in their countries.
A major challenges is that we want to pay enumerators (those who collect data) a fair wage, but NGOs and other development actors employ a ‘value for money’ agenda that involves ‘a race to the bottom’ whereby budgets are cut until it is hard to maintain research ethics and quality and a decent wage. If we are able to secure funding we would develop a certification for enumerators that ensures safety and quality of researchers and the data collected. The whole research for the development sector needs to improve in standards.
Includovate has a highly ambitious agenda and thankfully, we have the passion and people to deliver systems change for inclusive research for development.

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With Kristie Drucza spoke Klaus F. Zimmermann, GLO President.

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