West Virginia, home to approximately 1.77 million residents, has been grappling with significant economic challenges characterized by persistent poverty and sluggish growth. Despite ongoing development efforts, the state's Gross State Product (GSP) has seen only a modest increase of 0.1% over...

The purpose of this article is a comparative analysis of regional and temporal labor market differentiation. In the study, the following voivodeships were taken as comparative objects. In accordance, following the administrative division, the voivodeships were adopted, while the research period...

This paper examines the impact of protectionist policies on exports within global value chains (GVCs), using the COVID-19 pandemic as a natural experiment. Leveraging UK customs data (2017–2020) and a shift-share identification strategy, we estimate an elasticity of exports with respect to...

We analyze the impact of tourist flows on local labor markets, following a novel identification strategy that uses temporary shocks in alternative international destinations to instrument for tourism flows across Spanish regions. We find that a one standard deviation increase in tourist inflows...

A recent econometric literature shows two distinct paths for identification with shift-share instruments, leveraging either many exogenous shifts or exogenous shares. We present the core logic of both paths and practical takeaways via simple checklists. A variety of empirical settings illustrate...

This study re-examines the effects of monetary policy using Japanese data and a new approach, the shift-share regressor and instrumental variables, which has not been used in previous vector autoregression analyses. We find that consumption and investment respond negatively to interest rates,...

The lack of evidence for the positive spillover effects of foreign direct investment (FDI) in developing countries is puzzling. In this study, we address this concern by examining the local spillovers of FDI, observing that the spillovers are often constrained at the regional level....

This study re-examines the effects of monetary policy using Japanese data and a new approach, the shift-share regressor and instrumental variables, which has not been used in previous vector autoregression analyses. We find that consumption and investment respond negatively to interest rates,...

Recently, how to enhance the employability of the workforce and the quality of the environment becomes the focus of attention from all sectors of society in China. Providing diversified jobs for workers and achieving green urban development are important goals of China's new-type urbanization...

This paper investigates how the sector-specific source or the changing sectoral composition of labor productivity has contributed to β-convergence, using a newly constructed eightsector database. The main findings are twofold. First, both within and sectoral reallocation have become important...

A recent econometric literature shows two distinct paths for identification with shift-share instruments, leveraging either many exogenous shifts or exogenous shares. We present the core logic of both paths and practical takeaways via simple checklists. A variety of empirical settings illustrate...

Based on administrative data from Norway, we explore the "grey area" between the roles of unemployment- and temporary disability-insurances by examining how participation in these two program types is affected by local labor demand conditions. Local labor demand is identified by means of a...

The services sector is composed of a diverse range of services from retail and business services to education and health. Some services are used as inputs in production, while others have direct impacts on human capital development. In the Philippines, services account for 60 percent of GDP and...

We argue that recoveries from demand-driven recessions with expenditure cuts concentrated in services or non-durables will tend to be weaker than recoveries from recessions more biased towards durables. Intuitively, the smaller the bias towards more durable goods, the less the recovery is...

Using novel data on value added in Switzerland we propose to use a growth rate decomposition technique, in the spirit of shift-share analysis, to analyze the patterns of regional competitiveness over the 2011-2015 period. The growth differential of a region (or canton) depends on four terms,...

We define high cost lenders as lenders that issue a disproportionate number of high cost loans. We develop a shift-share measure to capture the market representation of these high cost lenders in housing submarkets. After conditioning on housing submarket fixed effects, origination year fixed...

We address the effects of wages on employment growth on the basis of a theoretical model from which cost and demand effects can be derived. In the empirical analysis we take a highly disaggregated perspective and apply a newly developed shift-share regression technique on an exhaustive and very...

This paper aims to evaluate whether schools with better National Exams scores are located in regions NUTs III with greater purchasing power. Accordingly, we analyze the evolution of the ranking of schools in light of the purchasing power of the regions where they are located. Using data...

Regional growth of any particular employment sector is influenced by economic and industrial structure of nation and region. Shift Share analysis determines the degree of influence of national development and regional and local factors on overall regional employment growth. It is argued that in...

Many economic studies use shift-share instruments to estimate causal effects. Often, all shares need to fulfill an exclusion restriction, making the identifying assumption strict. This paper proposes to use methods that relax the exclusion restriction by selecting invalid shares. I apply the...

Bartik's (1991, 1993) approach to identifying shocks in demand to regional economies has been used extensively for nearly thirty years. We chronicle the development of Bartik-type shift-share instruments and examine the empirical performance of alternative versions that use different...