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1. Structural Change, Income Distribution and Unemployment Related to COVID-19: An Agent-based Model

Author:
Branimir Jovanovic, Michael Landesmann, Oliver Reiter, and Torben Schütz
Publication Date:
02-2023
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
We study the distributional consequences of COVID-19 by using a stock-flow consistent agent-based model that captures some of the aspects of pandemic-related lockdowns. In particular, the model distinguishes between ‘essential’ and ‘non-essential’ industries, between jobs that can be done from home and jobs that must be carried out on site, and takes into account that firms need to hire a certain amount of overhead labour. Allowing for government-financed short-time working schemes and loan guarantees, we find that these policies significantly reduce the rise in firm liquidations and income inequality (the ‘Keynesian’ result). However, we also find that the absence of government policies leads to higher levels of productivity and GDP in the aftermath of the crisis, as it means that more of the less productive firms face liquidation during lockdowns (the ‘Schumpeterian’ result). The last finding must be taken with adequate caution as our model is designed to describe the short run, while statements about the long run would require the inclusion of additional features such as technological progress and the entry of new firms.
Topic:
Income Inequality, Macroeconomics, Unemployment, and COVID-19
Political Geography:
Europe and Austria

2. Employment Effects of Offshoring, Technological Change and Migration in a Group of Western European Economies: Impact on Different Occupations

Author:
Michael Landesmann and Sandra Leitner
Publication Date:
03-2023
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
This paper estimates conditional demand models to examine the impact of offshoring, technological change, and migration on the labour demand of native workers differentiated by four different types of occupational groups: managers/professionals, clerical workers, craft (skilled) workers and manual workers. The analysis is conducted for an unbalanced panel of five economies Austria, Belgium, France, Spain, and Switzerland covering the period 2005-2018. Our results point to important and occupation-specific effects: offshoring seems to have beneficial employment effects for native craft workers in this set of economies, while negative effects for native manual workers across a wide set of industries (including manufacturing and services industries) and managers/professionals in manufacturing. Furthermore, there are important distinctions whether offshoring occurs in other advanced economies, in the EU13 or in developing countries. The analysis of the impact of technological change shows the strong positive impact which the additional IT equipment has on most occupational groups of native workers (with the exception of manual workers), while robotisation in manufacturing showed strongly negative impacts on the employment of all groups of workers and especially of craft workers. Increasing immigrant shares in the work forces showed strongly negative impacts on native workers – however, considering only the partial substitution effects and not including the potential for productivity and demand effects – and this is mostly accounted for by immigration from low- to medium-income source countries.
Topic:
International Trade and Finance, Migration, Labor Issues, Immigration, Foreign Direct Investment, Employment, Competition, Income Distribution, and Offshoring
Political Geography:
Europe, France, Belgium, Spain, Switzerland, and Austria

3. Interrelationships between Human Capital, Migration and Labour Markets in the Western Balkans: An Econometric Investigation

Author:
Michael Landesmann and Isilda Mara
Publication Date:
05-2021
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
The South-North migration corridor, i.e. migration flows to the EU from Africa, the Middle East and EU neighbouring countries in the East, have overtaken the East-West migration corridor, i.e. migration flows from Central and East European countries to the EU15 and the European Free Trade Association (EFTA). This is likely to dominate migration flows into the EU+EFTA over the coming decades. This paper applies a gravity modelling approach to analyse patterns and drivers of the South-North migration corridor over the period 1995-2020 and explores bilateral mobility patterns from 75 sending countries in Africa, the Middle East and other EU neighbours to the EU28 and EFTA countries. The study finds that income gaps, diverging demographic trends, institutional and governance features and persisting political instability, but also higher climate risks in the neighbouring regions of the EU, are fuelling migration flows along the South-North corridor and will most likely continue to do so.
Topic:
Economics, International Political Economy, Migration, Labor Issues, European Union, Human Capital, and Labor Market
Political Geography:
Europe

4. Immigration and Offshoring: Two Forces of Globalisation and Their Impact on Employment and the Bargaining Power of Occupational Groups

Author:
Michael Landesmann and Sandra Leitner
Publication Date:
01-2020
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
This paper estimates conditional demand models and, using a joint approach for the period 2008-2017, examines the impact of immigration and different measures of offshoring on the labour demand and demand elasticities of native workers in four different types of occupational groups: managers/professionals, clerical workers, craft (skilled) workers and manual workers. The analysis is conducted using data for four EU economies: Austria, Belgium, France and Spain. Our results point to important and occupation-specific direct and indirect effects of immigration and offshoring. Both offshoring – particularly services offshoring – and immigration have negative direct employment effects on all occupations, but native clerks and manual workers are affected the most, and native managers/professionals the least. Generally, offshoring exerts a stronger direct negative employment effect than does immigration. Our results also identify an important (labour demand) elasticity-channel of immigration and offshoring and show that some groups of native workers can also actually gain from globalisation through an improvement in their wage-bargaining position. Overall, our results indicate a deterioration in the bargaining power of native manual workers arising from both immigration and offshoring; an improvement in the bargaining position of native craft workers in the case of both immigration and offshoring; and an improvement in the bargaining position of native clerical workers and managers/professionals in the case of offshoring only. Finally, our analysis of the cross-effects of immigration highlights the important role of migrant managers/professionals for the labour demand and demand elasticities (bargaining power) of native clerical workers, craft and manual workers.
Topic:
Globalization, Labor Issues, Immigration, Employment, and Work Culture
Political Geography:
Europe, France, Belgium, Spain, and Austria

5. Employment Gaps Between Refugees, Migrants and Natives: Evidence from Austrian Register Based Labour Market Data

Author:
Stefan Jestl, Michael Landesmann, Sebastian Leitner, and Barbara Wanek-Zajic
Publication Date:
11-2019
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
This paper analyses labour market integration in Austria of non-European refugees originating from middle and low income countries for the period 2009-2018. We assess their probability of being employed in comparison to non-humanitarian migrants, European third country immigrants and natives. We draw on a register based panel dataset covering the complete labour market careers of all individuals residing in Austria. We control for macro level explanatory variables (e.g. the labour market situation at the time and the place of settlement) and individual characteristics. The analysis shows that initial refugee employment gaps are large in the first years when labour market access is difficult. After a period of seven years the unconditional gap between refugees and natives declines to 30 percentage points, similar to the one of non-humanitarian migrants, but the gap is still further decreasing. After controlling for a set of additional explanatory variables, the conditional gap amounts to only 10 percentage points at the same time. Moreover, our analysis provides insights into differences between employment gaps across population subgroups of immigrant groups and natives by gender, age and education level.
Topic:
Employment, Refugees, Labor Market, Migrants, and Income Distribution
Political Geography:
Europe and Austria

6. Various Domains of Integration of Refugees and their Interrelationships: A Study of Recent Refugee Inflows in Austria

Author:
Michael Landesmann and Sandra Leitner
Publication Date:
11-2019
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
This paper addresses the complexity of, and the interrelationships between, two important aspects of integration of refugees in Austria, namely labour market integration and social integration. While labour market integration is captured in terms of being employed as compared to being unemployed or inactive, social integration distinguishes between social networks and their ethnic composition and social capital. It identifies the key determinants of each of these domains of integration and investigates the direction as well as the size of interdependencies among them. The analysis uses a unique dataset built on the basis of a survey of about 1,600 refugees from Syria, Iraq, Afghanistan and Iran who had come to Austria since 2010. The analysis establishes an important causal link between social integration and labour market integration (i.e. employment). Both social network effects with Austrians as well as with co-ethnics are important in this context but the former is more powerful than the latter. It shows that both education and length of stay are key determinants of successful labour market integration. Furthermore, tests regarding the relevance of language command for both social and labour market integration show the strong importance of speaking and understanding German, and much less so, of writing German.
Topic:
Migration, Refugees, Labor Market, and Social Integration
Political Geography:
Afghanistan, Iraq, Europe, Iran, South Asia, Middle East, Syria, and Austria

7. The Effect of Stressors and Resilience Factors on Mental Health of Recent Refugees in Austria

Author:
Isabella Buber-Ennser, Judith Kohlenberger, Michael Landesmann, Sebastian Leitner, and Bernhard Rengs
Publication Date:
11-2019
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
Given the exposure to stressors in their home countries, during their migration and in the phase after arrival, refugees are particularly vulnerable to mental health problems. At the same time, their access to adequate healthcare and other social infrastructure might be hampered by factors such as lack of knowledge as well as cultural and language barriers. In addition to other factors, this reduces their ability to take part in social activities as well as their integration into the labour market of the host societies. We examine the prevalence of mental disorders in the refugee population from Afghanistan, Iraq and Syria who arrived in Austria recently, drawing on data from a refugee survey conducted between December 2017 and April 2018 in Austria with a specific focus on Vienna, Salzburg, Graz, Linz and Innsbruck (FIMAS+INTEGRATION). We found a high share of refugees (32%) to have moderate or severe mental health problems. In particular, young refugees (15-34 years) show higher risk levels. When investigating the effects of stressors on the mental health situation, we found a positive association with e.g. experienced discrimination in Austria and the fear for partners and children left behind. In contrast, the results show a negative correlation for a couple of mitigating factors that foster resilience, i.e. proficiency in the German language, being employed (including volunteer work), having more supportive relationships and satisfaction with the housing situation.
Topic:
Migration, Refugees, Mental Health, Resilience, Labor Market, and Social Integration
Political Geography:
Europe and Austria

8. Immigration and Innovation

Author:
Michael Landesmann and Sandra Leitner
Publication Date:
12-2018
Content Type:
Working Paper
Institution:
The Vienna Institute for International Economic Studies (WIIW)
Abstract:
Do High-Skilled Third-Country (i.e. Non-EU) Migrants Contribute to Productivity Growth? In order to foster innovation and enhance economic development and growth, attracting skilled professionals from abroad has become an important policy goal in many economies, initiating a global race for talent. This paper looks at the private company sector in a group of 13 old EU Member States and examines the role of high-skilled third-country (HS-TC) migrants for innovation – as captured by real labour productivity and total factor productivity (TFP) growth – between 2004 and 2015. It utilises four different indicators of HS-TC migration and defines high skills in terms of either educational attainment (ISCED classification) or the skills required in an occupation (ISCO classification) which helps identify the presence of a jobs-skills mismatch for HS-TC migrants. Taking into account the endogenous nature of HS-TC migration, we find some selective evidence of a negative causal link between the share of HS‑TC migrants, on the one hand, and labour productivity and TFP growth, on the other. Furthermore, differences in the results for the ISCED- and ISCO-based skills measures point to a non-negligible jobs‑skills mismatch in terms of an over-representation of HS-TC migrants in lower productivity occupations. We also find that HS-TC migrants are relatively less productive than HS EU migrants. Results for selected individual industries are more mixed, with some industries even benefiting in productivity terms from a higher share of HS-TC migrant workers.
Topic:
Immigration, European Union, Economic Growth, Innovation, Labor Market, Productivity, and Skilled Labor
Political Geography:
Europe