The Impact of Covid-19 Pandemic on Regional Economy: Supply-Driven Interregional Input-Output (IRIO) Approach for East Java Province
DOI:
https://doi.org/10.53572/ejavec.v5i2.72Keywords:
Labor Market Shock, COVID-19 Pandemic, Supply-Driven IRIOAbstract
The COVID-19 pandemic mitigation measures have led to supply and demand-side labor market shock. By employing the Supply-Driven Interregional Input-Output (IRIO) approach, we estimate the impact of that labor shock on the regional economy. The model is based on the 2020 Indonesian IRIO Table, the updated version of the 2016 IRIO Table with RAS procedures. The IRIO table consists of 34 provinces and 17 sectors. Referring to our estimation, the labor shock in East Java Province has reduced the output, value-added, and employment in East Java Province by 97 trillion rupiahs, 49.41 trillion rupiahs, and 532,066 labor, respectively. Manufacturing, Wholesale and Retail Trade, as well as Accommodation and Food Service Activities, are the most adversely impacted sectors. Due to sectoral and regional interrelationships, the shock in East Java has influenced the other provinces, ultimately provinces on Java Island and in aggregate, it has reduced national output by 130.02 trillion rupiahs, shrunk the national value-added by 66.37 trillion rupiahs, and forced the 646,999 workers out of jobs with the sectoral impact has a similar pattern to the impact of East Java.
References
Acemoglu, D., Carvalho, V. M., Ozdaglar, A., & Tahbaz-Salehi, A. (2012). The Network Origins of Aggregate Fluctuations. Econometrica, 80(5), 1977-2016. https://doi.org/10.3982/ECTA9623
Arto, I., Andreoni, V., & Cantuche, J.M. (2015). Global Impacts of the Automotive Supply Chain Disruption Following the Japanese Earthquake of 2011. Economic Systems Research, 27, 306 - 323.
Barlow, J., & Vodenska, I. (2021). Socio-Economic Impact of the COVID-19 Pandemic in the U.S. Entropy, 23(6), 673. https://doi.org/10.3390/e23060673
Borjas, G. J., & Cassidy, H. (2020). The Adverse Effect of the COVID-19 Labor Market Shock on Immigrant Employment. NBER Working Paper Series 27243.
BPS-Statistics Indonesia. (2020). Labor Force Situation in Indonesia February 2020. Jakarta: BPS.
BPS-Statistics Indonesia. (2021). Labor Force Situation in Indonesia February 2021. Jakarta: BPS.
BPS-Statistics Indonesia. (2021). Gross Regional Domestic Product of Provinces in Indonesia by Industry 2016-2020. Jakarta: BPS.
BPS-Statistics Indonesia. (2021). Indonesian Inter Regional Input-Output Table Domestic Transactions at Producer’s Price By 34 Province and 17 Industrial Origin, 2016 (Million Rupiah). https://www.bps.go.id/statictable/2021/04/30/2127/tabel-inter-regional-input-output-indonesia-transaksi-domestik-atas-dasar-harga-produsen-menurut-34-provinsi-dan-17-lapangan-usaha-2016-juta-rupiah-.html
Brinca, P., Duarte, J. B., & Faria-e-Castro, M. (2020). Is the COVID-19 Pandemic a Supply or a Demand Shock? Economic Synopses. Federal Reserve Bank of St. Louis.
Brinca, P., Duarte, J. B., & Faria-e-Castro, M. (2021). Measuring Labor Supply And Demand Shocks During COVID-19. European Economic Review, 139(2021) 103901, 1-20. https://doi.org/10.1016/j.euroecorev.2021.103901
Dingel, J., & Neiman, B. (2020), How Many Jobs can be Done at Home? Becker Friedman Institute White Paper, https://bfi.uchicago.edu/wp-content/uploads/BFI_White-Paper_Dingel_Neiman_3.2020.pdf.
Ghosh, A. (1958) Input-Output Approach to an Allocation System. Economica, 25, 58-64. http://dx.doi.org/10.2307/2550694.
Guerrieri, V., Lorenzoni, G., Straub, L., & Werning, I. (2020). Macroeconomic Implications of COVID-19: Can Negative Supply Shock Cause Demand Shortages?. NBER Working Paper Series 26918.
Hensvik, L., Le Barbanchon, T., & Rathelot, R. (2020). Which Jobs are Done from Home? Evidence from the American Time Use Survey. CEPR Discussion Paper No. DP14611, https://ssrn.com/abstract=3594233.
Hicks, M.J., Faulk, D., & Devaraj, S. (2020), Occupational Exposure to Social Distancing: A Preliminary Analysis Using O*NET data. Becker Friedman Institute White Paper. https://projects.cberdata.org/170/social-distance.
ILO. (2021). Skills Development in the Time of COVID-19: Taking Stock of the Initial Responses in Technical and Vocational Education and Training. Geneva: International Labor Office.
Kim, M. (2015). Supply Driven Input-Output Analysis: Case of 2010-2011 Foot-and-Mouth Disease in Korea. Journal of Rural and Development, 38, 173-188.
Kim, D. (2021). Measuring the Impact of a Trade Dispute with a Supply-side Shock Using a Supply-driven Input-Output Analysis: Korea-Japan Dispute Case. KDI Journal of Economic Policy, 43(1), 29–52.
Koren M., & Pető, R. (2020). Business Disruptions from Social Distancing. PLoS ONE 15(9): e0239113. https://doi.org/10.1371/journal.pone.0239113.
Leung, P., & Pooley, S. (2001). Regional Economic Impacts of Reductions in Fisheries Production: A Supply-Driven Approach. Marine Resource Economics, 16, 251 - 262.
Miller, R.E. & Blair, P.D. (2009). Input-Output Analysis: Foundations and Extensions. 2nd Edition. Cambridge: Cambridge University Press.
Nugroho, Y., & Negara, S. D. (2020). COVID-19’s Impact on Micro, Small, & Medium Enterprises and Tourism in Indonesia. ISEAS Perspective, 124, 1-11.
Olivia, S., Gibson, J., & Nasrudin, R. (2020). Indonesia in the Time of COVID-19. Bulletin of Indonesian Economic Studies, 56(2), 143-174. https://doi.org/10.1080/00074918.2020.1798581
Osotimehin, S., & Popov, L. (2020). Sectoral Impact of COVID-19: Cascading Risks. Opportunity and Inclusive Growth Institute Working Papers 31. Federal Reserve Bank of Minneapolis.
Paños, E. F., & Patón, F. B. (2021). Estimating The Impact of COVID-19 on The Spanish Economy with Input-Output Analysis. Revista Galega De Economía, 30(1), 1-19. https://doi.org/10.15304/rge.30.1.7105
Papanikolaou, D., & Schmidt, L. D. W. (2020). Working Remotely and the Supply-side Impact of Covid-19. NBER Working Papers 27330.
Pichler, A., & Farmer, J. D. (2021). Simultaneous Supply and Demand Constraints in Input–Output Networks: The Case of COVID-19 in Germany, Italy, and Spain. Economic Systems Research. https://doi.org/10.1080/09535314.2021.1926934
Richiardi, M., Bronka, P., & Collado, D. (2020). The Economic Consequences of COVID-19 lock-down in the UK. An Input-Output Analysis Using Consensus Scenarios. Journal of Chemical Information and Modeling, 53(9), 1689–1699.
Rio-Chanona, R. M. del., Mealy, P., Pichler, An., Lafond, F., & Farmer, J. D. (2020). Supply and Demand Shocks in the COVID-19 Pandemic: An Industry and Occupation Perspective. Oxford Review of Economic Policy, 36(1), S94–S137.
Seung, C. & Waters, E. (2009) Measuring the Economic Linkage of Alaska Fisheries: A Supply-Driven Social Accounting Matrix (SDSAM) Approach. Fisheries Research, 97, 17-23. http://dx.doi.org/10.1016/j.fishres.2008.12.013
Sparrow, R., Dartanto, T., & Hartwig, R. (2020). Indonesia Under the New Normal: Challenges and the Way Ahead. Bulletin of Indonesian Economic Studies, 56, 269 - 299.



