2023. Working papers
Konstantīns Beņkovskis, Oļegs Tkačevs and Kārlis Vilerts
This paper studies the employment effect of the job retention scheme implemented during the Covid-19 pandemic. Using firm-level data from Latvia, we investigate whether a change in the number of employees in firms that received support from the job retention programme has been different from that of similar firms which did not receive such support, and whether these differ- ences have disappeared over time. We find strong evidence that job retention scheme participants in Latvia were less likely to cut employment and that this effect persisted for several months after receiving support. Participation in the job retention scheme affected both the likelihood of a firm’s survival and the rate at which employees were laid off. Our results also suggest that the participation effect was not uniform across firms, with the effect being less pronounced in service sectors with a higher level of contact intensity and more pronounced in sectors with a higher proportion of highly skilled employees.
Keywords: Job retention schemes, idle-time allowance, Covid-19, employment
JEL Codes: E24, H12, J62, J68
Konstantīns Beņkovskis, Oļegs Matvejevs
This paper describes the new version of Latvian CGE model, which is now an integral part of the joint CGE-EUROMOD modelling system. Special attention is devoted to the labour market and consumption blocks of CGE that are substantially improved compared with the previous version. We briefly describe the motivation to link Latvian CGE with Latvian EUROMOD and provide major technical details. We also provide an example of the policy simulation by the joint CGE-EUROMOD system, demonstrating how the introduction of the progressive personal income tax rate affected the Latvian economy at macro, industry and micro level.
Keywords: CGE model, Latvia, labour market, consumption, EUROMOD
JEL codes: D58, C68, H2, H6, D9
Konstantins Beņkovskis, Ludmila Fadejeva, Anna Pluta, Anna Zasova
In this paper, we link a CGE model with the tax-benefit microsimulation model EUROMOD for Latvia. The model linkage is done using an iterative top-down bottom-up approach, ensuring the convergence of changes in disposable income, employment and wage in both models. We also incorporate the unreported wage payments in CGE and EUROMOD to account for the substantial labour tax non-compliance in Latvia and improve the modelling of the fiscal sector.
Several simulations demonstrate the advantages of the joint CGE-EUROMOD system over the individual macro and microsimulation models. The lack of income distribution aspect and the scarcity of fiscal instruments in CGE can be overcome by the features of EUROMOD. The CGE model, on the other hand, provides macroeconomic spillovers that are missing in the simulations of EUROMOD.
Keywords: EUROMOD, CGE model, model linkage, informal sector
JEL codes: C68, D58, D90, J46