Maryana Kohut

The Carpathian Region (Zakarpattia, Lviv, Chernivtsi, and Ivano-Frankivsk) is inferior to other regions in Ukraine regarding its economic development, which does not contribute to migration stability and, rather, serves as a factor motivating the active part of the population to emigrate. The problem of the labor market disproportions in the Carpathian Region is one of the significant causes of the formation and subsequent implementation of migration intentions, especially in rural areas, less economically developed areas, and district centers, where labor demand is much lower. The research aims to develop an innovative approach to calculating the intensity of the population’s external migration based on the introduction of a correction coefficient, which enables to consider the scale of transit migration in the Carpathian Region. The data presented in the study were collected for the period 2005–2018. Granger causality analysis is used to assess the relationship between migration and socio-economic development of the region. The analysis reveals that in all regions of the Carpathian Region, there is a short-run causal relationship between the intensity of external migration and the share of total household expenditure on food; in the medium run, the real household income, the size of the average monthly wages, and the volume of foreign portfolio investment, the foreign economic activity and retail trade turnover in the region; in the long run, living standards and indicators of economic growth. Future studies may require a more diverse set of indicators to evaluate the causal relationship in other regions of Ukraine, which will provide the integrity of the results of Granger causality analysis.

Acknowledgment
The research has been conducted within the framework of applied research ‘Migration Activity of the Population of the Carpathian Region’ (Dolishniy Institute of Regional Research of National Academy of Sciences of Ukraine, Reg. No. 0119U002010, 2019–2021).

A large-scale migration from Ukraine caused by russian military aggression has triggered new security challenges to the national and regional economies. The paper aims to assess the competitiveness of regional labor markets and examine its nexus with international out-migration (on the example of the Carpathian region of Ukraine). The research methods include a composite approach (assessment of labor market competitiveness), the theory of sensitivity (identification of degree of sensitivity of composite and partial indices to changes in indicators), nonlinear regression (determination of dependence of the international out-migration on labor market competitiveness), and econometric nonlinear optimization (calculation of critical values of migration). The information and analytical basis comprises indicators reflecting the development of labor markets and international migrations in the oblasts of the Carpathian region in 2008–2021. The study reveals that the level of labor market competitiveness in the region mainly remained below the national average. Two groups of indicators dominated the structure of composite indices of labor market competitiveness in the region’s oblasts: institutional capacity (indicators measuring the ability of regulatory institutions and labor market entities to provide adequate support to the unemployed and promote employment) and labor motivation (wage and income indicators). Only Lviv oblast demonstrated resilience and growth of competitiveness, which was reflected in moderate out-migration. Meanwhile, the intensity of international out-migration in Zakarpattia and Chernivtsi oblasts (with worse labor market parameters) exceeded the estimated critical values. The paper confirms that low competitiveness of the labor market is a factor increasing migration losses.

Acknowledgment
This study has been conducted with the support of the Virtual Ukraine Institute for Advanced Study (VUIAS) Fellowship Programme, 2023/2024.