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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

Table 1 Literature review

From: How do COVID-19 re-hiring subsidies affect unemployment duration and incomes in Morocco? An instrumental variable approach

Authors

Country

Program

Methods

Key finding

Galasso et al. 2001

Argentina

Proempleo: wage subsidy and specialized training program provided to a random sample of workfare participants

Difference in Differences and instrumental variables

Employment has improved amongst voucher recipients. However, there are no signs of an impact on their incomes

Groh et al. 2016

Jordan

New opportunities for women: soft skills training and wage subsidy vouchers for young female graduates

Randomization

The wage voucher has led to an increase in employment in the short run, but the average effect is much smaller and no longer statistically significant after the voucher period has expired

Chatri et al. 2021

Morocco

Idmaj: employment subsidy targeting higher education graduates

Propensity score matching

The program has a positive but marginally significant effect on reducing unemployment and improving employment

Galasso & Ravallion 2004

Argentina

Jefes: direct income support for families whose head has become unemployed because of the crisis

Propensity score matching

The program has reduced the unemployment rate and has contributed to social protection during crisis

Bruhn 2020

Mexico

Wage subsidy program: implemented in response to the economic crisis to firms to keep their workers

Difference in Differences

The use of wage subsidies may be particularly effective during an economic crisis, the program had a positive, but not statistically significant effect on employment during the program’s duration

Bishop & Day 2020

Australia

Jobkeeper: a wage subsidy to help firms affected by COVID-19 retain their staff

Difference in Differences

JobKeeper played an important role in cushioning the decline in employment over the first half of 2020, it had reduced total job losses by at least 700,000 during the crisis

Maré & Hyslop 2021

New Zealand

COVID wage subsidy (CWS): a 12-week lump sum subsidy payment to employers

Descriptive analysis

New Zealand’s COVID wage subsidy (CWS) program had a positive impact on labor market flows. In addition, the drop in job turnover was higher in subsidized firms than in unsubsidized ones

Graham & Ozbilgin 2021

New Zealand

COVID wage subsidy (CWS): a 12-week lump sum subsidy payment

to employers

Structural macroeconomic model

The wage subsidy has prevented a large number of job losses. It has benefited the most to those who were most affected by lockdowns (Service sector and young workers)

Linden et al. 2021

Ireland

Irish

COVID-19 wage subsidy scheme

Microsimulation modelling

Thescheme (CWS) lead to a strong disincentive to work. mainly because of the generosity of unemployment benefits and the evolution of labor costs