Research Article
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Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye

Year 2025, Issue: 88, 152 - 162, 25.07.2025
https://doi.org/10.26650/jspc.2023.85.1578647

Abstract

This study aims to quantify the impact of COVID-19 on industrial production and employment in Türkiye. The research applies three models: pooled OLS, random effect model, and two-step system GMM using quarterly data from the Turkish manufacturing industries from 2019Q1 to 2021Q1. The findings reveal that although COVID-19 negatively affects employment and output, the impact is not robust. This outcome is likely due to the Turkish government’s employment-friendly programme during COVID-19, which restricted the layoffs. On the other hand, exports, real wages, and the lagged value of employment significantly increased employment. In addition, inflation, real wages, and the lagged value of industrial production have a substantial positive contribution to the increasing output. However, currency depreciation has a significant negative effect on both employment and output. The study provides insights into the fact that the reduced-hour policy is more effective.

JEL Classification : E24 , O11 , O14 , O24

References

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  • Arellano, M., & Bover, O. (1995). Another Look at the instrumentaL variable estimation of the error-components models. Journal of Econometrics, 68, 29-51. google scholar
  • Aydiner, M. (2016). Effect of Export on Employment, 4, 12. google scholar
  • Aydiner-Avsar, N. and Onaran, Ö. (2010). Determinants of Employment: A SectoraL AnaLysis for Turkey. The Developing Economies, 48(2), 203-231. doi: 10.1111/j.1746-1049.2010.00105.x google scholar
  • Bauer, A., & Weber, E. (2021). COVID-19: How much unempLoYment was caused by the shutdown in Germany? Applied Economics Letters, 28(12), 1053-1058. doi:10.1080/13504851.2020.1789544 google scholar
  • BLundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115-143. google scholar
  • Çakmaklı, C., Demiralp, S., Yeşiltaş, S., & YıLdırım, M. A. (2021). An evaluation of the Turkish economy during Covid-19. Centre for Applied Turkey Studies (CATS). google scholar
  • Cho, S. J., Lee, J. Y., & Winters, J. V. (2021). Employment impacts of the COVID-19 pandemic across metropoLitan status and size. Growth and Change, 52(4), 1958-1996. doi: 10.1111/grow.12540 google scholar
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  • Felbermayr, G. and Gröschl, J. (2014). NaturaLLY Negative: The Growth Effects of Natural Disasters. Journal of Development Economics, 111, 92-106. google scholar
  • FiLiztekin, A. (2004). Exchange rates and empLoyment in Turkish manufacturing. FacuLty of Arts and SociaL Sciences, Sabanci üniversity, google scholar
  • Hansen, L. P. (1982). Large sampLe properties of generaLisedgeneraLized method of moments estimators. Econometrica, 50(4), 1029-1054. google scholar
  • İŞKUR. (2021). Retrieved May 12, 2022, from https://www.iskur.gov.tr/isveren/kisa-calisma-odenegi/genel-bilgiler/ google scholar
  • Koçak, E., Dogru, T., Shehzad, K., & BuLut, ü. (2022). The economic impLications of the COVID-19 outbreak on tourism industrY: EmpiricaL evidence from TurkeY. Tourism Economics, 13548166211067188. google scholar
  • König, M. and WinkLer, A. (2021). COVID-19: Lockdowns, FataLitY Rates and GDP Growth: Evidence for the First Three Quarters of 2020. Intereconomics, 56(1), 32-39. https://doi.org/l0.1007/s10272-021-0948-Y. google scholar
  • Lagos, R., & Rocheteau, G. (2005). Inflation, Output, and WeLfare. International Economic Review, 46(2), 495-522. doi: 10.1111/ j.1468-2354.2005.00331.x google scholar
  • Lambovska, M., Sardinha, B., & BeLas, Jr., J. (2021). Impact of the covid-19 pandemic on Youth unempLoYment in the european union. Ekonomicko-Manazerske Spektrum, 15(1), 55-63. https://doi.org/10.26552/ems.2021.1.55-63 google scholar
  • Liang, X., RozeLLe, S., & Yi, H. (2022). The impact of COVID-19 on the empLoyment and income of vocational graduates in China: Evidence from surveys in January and July 2020. China Economic Review, 75, 101832. doi:10.1016/j.chieco.2022.101832 google scholar
  • Ludvigson, S.C., Ma, S. and Ng, S. (2020), Covid19 and the Macroeconomic Effects of Costly Disasters, NationaL Bureau of Economic Research, No. w26987. 4.2 google scholar
  • MoLLick, A. V., CabraL, R. and Carneiro, F. G. (2011). Does inflation targeting matter for output growth? Evidence from industriaL and emerging economies. Journal of Policy Modelling, 33(4), 537-551. https://doi.org/10.1016/j.jpoLmod.2011.03.010 google scholar
  • MugaLoglu, E., PoLat, A. Y., Tekin, H., & Kılıç, E. (2022). Assessing the impact of the Covid-19 pandemic in TurkeY with a noveL economic uncertaintY index. Journal of Economic Studies, 49(5), 821-832. google scholar
  • OLiva, A., Gracceva, F., Lerede, D., NicoLi, M., & SavoLdi, L. (2021). Projection of Post-Pandemic ItaLian IndustriaL Production through Vector AutoRegressive ModeLs. Energies, 14(17), 5458. doi:10.3390/en14175458. google scholar
  • Oxford Economics (2020), "WorLd economic prospects", avaiLabLe at: http://resources.oxfordeconomics.com/worLd-economic-prospects-executive-summarY. google scholar
  • Özkan, O. (2020). VoLatiLitY jump: The effect of COVID-19 on TurkeY stock market. Gaziantep University Journal of Social Sciences, 19(COVID-19 SpeciaL Issue), 386-397. https://doi.org/10.21547/jss.766890 google scholar
  • Öztürk, Ö., Şişman, M. Y., üsLu, H., & Çıtak, F. (2020). Effects of COVID-19 outbreak on Turkish stock market: A sectoraL-LeveL anaLYsis. Hitit Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 13(1), 56-68. doi:10.17218/hititsosbiL.728146 google scholar
  • Robson, M., Lane, M. H., RaduLescu, R., & Road, B. (2021). The RoLe of Economic, Geographic and InstitutionaL Factors in the Location and the Consequences of FataL LandsLides. 2021, 21. google scholar
  • Roodman, D. (2009). A note on the theme of too manY instruments. Oxford Bulletin of Economics and Statistics, 71, 135-158 google scholar
  • SaLah üddin, M., Ahmed, Z., & Hasan, M. (2022). The ReLationship Between the Exchange Rate, Trade Terms and EmpLoYment in TurkeY. Apuntes Del Cenes, 41(74). doi:10.19053/01203053.v41.n74.2022.14251 google scholar
  • Seok, B. H., & You, H. M. (2022). Macroeconomic impacts of increasing the minimum wage: The case of Korea. Economic Modelling, 113, 105880. doi:10.1016/j.econmod.2022.105880 google scholar
  • Soto, M. (2009). SYstem GMM estimation with a smaLL sampLe. BarceLona Economics Working Paper Series Working Paper # 395. google scholar
  • Tandoğan, D. (2019). The Impact of Export on EmpLoYment: PaneL Data AnaLYsis for RegionaL Base in TurkeY. BingöL Üniversitesi SosYaL BiLimLer Enstitüsü Dergisi, 9(18), 799-814. doi:10.29029/busbed.559856 google scholar
  • Tanrıvermiş, H. (2020). PossibLe impacts of COVID-19 outbreak on reaL estate sector and possibLe changes to adopt: A situation anaLYsis and generaL assessment on Turkish perspective. Journal of Urban Management, 9(3), 263-269. google scholar
  • Temiz Dinç, D., Gökmen, A., Nakip, M. and Azari, N. M. (2017). The impact of foreign trade issues on economic growth in some deveLoping countries, incLuding Iran and TurkeY. Journal of Transnational Management, 22(3), 171-202. doi:10.1080/15475778.2017.1346455 google scholar
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  • TurkeY-KPMG GLobaL. (2022, ApriL 18). KPMG. https://home.kpmg/xx/en/home/insights/2020/04/turkeY-government-and-institution-measures-in-response-to-covid.htmL google scholar
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  • YükseL, H. (2021). KOVİD-19 KüreseL SaLgininin İşgücü PiYasaLari Üzerindeki EtkiLerinin AnaLizi: KurumsaL VeriLer Işiğinda TürkiYe Örneği. Finans Ekonomi ve Sosyal Araştırmalar Dergisi, https://doi.org/10.29106/fesa.840622 google scholar
Year 2025, Issue: 88, 152 - 162, 25.07.2025
https://doi.org/10.26650/jspc.2023.85.1578647

Abstract

References

  • Açikgöz, Ö., & Günay, A. (2020). The early impact of the COVID-19 pandemic on the global and Turkish economy. Turkish Journal of Medical Sciences, 50(Sl-l), 520-526. doi:10.3906/sag-2004-6 google scholar
  • ALdan, A., Çıraklı, M. E., & Torun, H. (2021). Covid 19 and the Turkish Labour market: Heterogeneous effects across demographic groups. Central Bank Review, 21(4), 155-163. doi:10.1016/j.cbrev.2021.12.003 google scholar
  • ALdieri, L., Bruno, B., & Vinci, C. P. (2022). EmpLoYment Support and COVID-19: Is Working Time Reduction the Right TooL? Economies, 10(6), 141. doi:10.3390/economies10060141 google scholar
  • Arellano, M., & Bond, S. (1991). Some tests of specification for paneL data: Monte Carlo evidence and an appLication to empLoyment equations. The Review of Economic Studies, 58(2), 277-297. google scholar
  • Arellano, M., & Bover, O. (1995). Another Look at the instrumentaL variable estimation of the error-components models. Journal of Econometrics, 68, 29-51. google scholar
  • Aydiner, M. (2016). Effect of Export on Employment, 4, 12. google scholar
  • Aydiner-Avsar, N. and Onaran, Ö. (2010). Determinants of Employment: A SectoraL AnaLysis for Turkey. The Developing Economies, 48(2), 203-231. doi: 10.1111/j.1746-1049.2010.00105.x google scholar
  • Bauer, A., & Weber, E. (2021). COVID-19: How much unempLoYment was caused by the shutdown in Germany? Applied Economics Letters, 28(12), 1053-1058. doi:10.1080/13504851.2020.1789544 google scholar
  • BLundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115-143. google scholar
  • Çakmaklı, C., Demiralp, S., Yeşiltaş, S., & YıLdırım, M. A. (2021). An evaluation of the Turkish economy during Covid-19. Centre for Applied Turkey Studies (CATS). google scholar
  • Cho, S. J., Lee, J. Y., & Winters, J. V. (2021). Employment impacts of the COVID-19 pandemic across metropoLitan status and size. Growth and Change, 52(4), 1958-1996. doi: 10.1111/grow.12540 google scholar
  • Deb, P. et al, (2022). The effects of COVID-19 vaccines on economic activity, Swiss Journal of Economics and Statistics, 158(1), 3. https:// doi.org/10.1186/s41937-021-00082-0. google scholar
  • Dhar, B. K. (2020). Impact of COVID-19 on Chinese Economy (SSRN SchoLarly Paper No. 3597313). https://papers.ssrn.com/abstract=3597313 google scholar
  • Felbermayr, G. and Gröschl, J. (2014). NaturaLLY Negative: The Growth Effects of Natural Disasters. Journal of Development Economics, 111, 92-106. google scholar
  • FiLiztekin, A. (2004). Exchange rates and empLoyment in Turkish manufacturing. FacuLty of Arts and SociaL Sciences, Sabanci üniversity, google scholar
  • Hansen, L. P. (1982). Large sampLe properties of generaLisedgeneraLized method of moments estimators. Econometrica, 50(4), 1029-1054. google scholar
  • İŞKUR. (2021). Retrieved May 12, 2022, from https://www.iskur.gov.tr/isveren/kisa-calisma-odenegi/genel-bilgiler/ google scholar
  • Koçak, E., Dogru, T., Shehzad, K., & BuLut, ü. (2022). The economic impLications of the COVID-19 outbreak on tourism industrY: EmpiricaL evidence from TurkeY. Tourism Economics, 13548166211067188. google scholar
  • König, M. and WinkLer, A. (2021). COVID-19: Lockdowns, FataLitY Rates and GDP Growth: Evidence for the First Three Quarters of 2020. Intereconomics, 56(1), 32-39. https://doi.org/l0.1007/s10272-021-0948-Y. google scholar
  • Lagos, R., & Rocheteau, G. (2005). Inflation, Output, and WeLfare. International Economic Review, 46(2), 495-522. doi: 10.1111/ j.1468-2354.2005.00331.x google scholar
  • Lambovska, M., Sardinha, B., & BeLas, Jr., J. (2021). Impact of the covid-19 pandemic on Youth unempLoYment in the european union. Ekonomicko-Manazerske Spektrum, 15(1), 55-63. https://doi.org/10.26552/ems.2021.1.55-63 google scholar
  • Liang, X., RozeLLe, S., & Yi, H. (2022). The impact of COVID-19 on the empLoyment and income of vocational graduates in China: Evidence from surveys in January and July 2020. China Economic Review, 75, 101832. doi:10.1016/j.chieco.2022.101832 google scholar
  • Ludvigson, S.C., Ma, S. and Ng, S. (2020), Covid19 and the Macroeconomic Effects of Costly Disasters, NationaL Bureau of Economic Research, No. w26987. 4.2 google scholar
  • MoLLick, A. V., CabraL, R. and Carneiro, F. G. (2011). Does inflation targeting matter for output growth? Evidence from industriaL and emerging economies. Journal of Policy Modelling, 33(4), 537-551. https://doi.org/10.1016/j.jpoLmod.2011.03.010 google scholar
  • MugaLoglu, E., PoLat, A. Y., Tekin, H., & Kılıç, E. (2022). Assessing the impact of the Covid-19 pandemic in TurkeY with a noveL economic uncertaintY index. Journal of Economic Studies, 49(5), 821-832. google scholar
  • OLiva, A., Gracceva, F., Lerede, D., NicoLi, M., & SavoLdi, L. (2021). Projection of Post-Pandemic ItaLian IndustriaL Production through Vector AutoRegressive ModeLs. Energies, 14(17), 5458. doi:10.3390/en14175458. google scholar
  • Oxford Economics (2020), "WorLd economic prospects", avaiLabLe at: http://resources.oxfordeconomics.com/worLd-economic-prospects-executive-summarY. google scholar
  • Özkan, O. (2020). VoLatiLitY jump: The effect of COVID-19 on TurkeY stock market. Gaziantep University Journal of Social Sciences, 19(COVID-19 SpeciaL Issue), 386-397. https://doi.org/10.21547/jss.766890 google scholar
  • Öztürk, Ö., Şişman, M. Y., üsLu, H., & Çıtak, F. (2020). Effects of COVID-19 outbreak on Turkish stock market: A sectoraL-LeveL anaLYsis. Hitit Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 13(1), 56-68. doi:10.17218/hititsosbiL.728146 google scholar
  • Robson, M., Lane, M. H., RaduLescu, R., & Road, B. (2021). The RoLe of Economic, Geographic and InstitutionaL Factors in the Location and the Consequences of FataL LandsLides. 2021, 21. google scholar
  • Roodman, D. (2009). A note on the theme of too manY instruments. Oxford Bulletin of Economics and Statistics, 71, 135-158 google scholar
  • SaLah üddin, M., Ahmed, Z., & Hasan, M. (2022). The ReLationship Between the Exchange Rate, Trade Terms and EmpLoYment in TurkeY. Apuntes Del Cenes, 41(74). doi:10.19053/01203053.v41.n74.2022.14251 google scholar
  • Seok, B. H., & You, H. M. (2022). Macroeconomic impacts of increasing the minimum wage: The case of Korea. Economic Modelling, 113, 105880. doi:10.1016/j.econmod.2022.105880 google scholar
  • Soto, M. (2009). SYstem GMM estimation with a smaLL sampLe. BarceLona Economics Working Paper Series Working Paper # 395. google scholar
  • Tandoğan, D. (2019). The Impact of Export on EmpLoYment: PaneL Data AnaLYsis for RegionaL Base in TurkeY. BingöL Üniversitesi SosYaL BiLimLer Enstitüsü Dergisi, 9(18), 799-814. doi:10.29029/busbed.559856 google scholar
  • Tanrıvermiş, H. (2020). PossibLe impacts of COVID-19 outbreak on reaL estate sector and possibLe changes to adopt: A situation anaLYsis and generaL assessment on Turkish perspective. Journal of Urban Management, 9(3), 263-269. google scholar
  • Temiz Dinç, D., Gökmen, A., Nakip, M. and Azari, N. M. (2017). The impact of foreign trade issues on economic growth in some deveLoping countries, incLuding Iran and TurkeY. Journal of Transnational Management, 22(3), 171-202. doi:10.1080/15475778.2017.1346455 google scholar
  • Tenzin, ü. (2019). The Nexus Among Economic Growth, Inflation and ünempLoYment in Bhutan South Asia Economic JournaL, 20(1), 94105. https://doi.org/10.1177/1391561418822204 google scholar
  • TurkeY-KPMG GLobaL. (2022, ApriL 18). KPMG. https://home.kpmg/xx/en/home/insights/2020/04/turkeY-government-and-institution-measures-in-response-to-covid.htmL google scholar
  • TurkeY CountrY Overview | WorLd HeaLth Organisation. (n.d.). Retrieved MaY 12, 2022, from https://www.who.int/countries/tur google scholar
  • Wang, Y., Lin, Q. and Shi, P. (2018). SpatiaL pattern and influencing factors of LandsLide casuaLtY events Journal of Geographical Sciences, 28(3), 259-274. doi:10.1007/s11442-018-1471-3 google scholar
  • WHO Director-General's opening remarks at the media briefing on COVID-19—11 March 2020. (n.d.). Retrieved May 12, 2022, from https:// www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19--- 11-march-2020 google scholar
  • YükseL, H. (2021). KOVİD-19 KüreseL SaLgininin İşgücü PiYasaLari Üzerindeki EtkiLerinin AnaLizi: KurumsaL VeriLer Işiğinda TürkiYe Örneği. Finans Ekonomi ve Sosyal Araştırmalar Dergisi, https://doi.org/10.29106/fesa.840622 google scholar
There are 43 citations in total.

Details

Primary Language English
Subjects Macroeconomics (Other), Labor Economics
Journal Section Research Article
Authors

Muhammad Salah Uddin 0000-0001-8386-7096

Abidin Öncel 0000-0002-1166-0288

Mohammad Shoyeb 0000-0002-9555-1424

Mamunur Rashid 0000-0002-7842-1484

Publication Date July 25, 2025
Submission Date November 6, 2024
Acceptance Date May 27, 2025
Published in Issue Year 2025 Issue: 88

Cite

APA Uddin, M. S., Öncel, A., Shoyeb, M., Rashid, M. (2025). Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye. Sosyal Siyaset Konferansları Dergisi(88), 152-162. https://doi.org/10.26650/jspc.2023.85.1578647
AMA Uddin MS, Öncel A, Shoyeb M, Rashid M. Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye. Sosyal Siyaset Konferansları Dergisi. July 2025;(88):152-162. doi:10.26650/jspc.2023.85.1578647
Chicago Uddin, Muhammad Salah, Abidin Öncel, Mohammad Shoyeb, and Mamunur Rashid. “Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-Level Evidence from Türkiye”. Sosyal Siyaset Konferansları Dergisi, no. 88 (July 2025): 152-62. https://doi.org/10.26650/jspc.2023.85.1578647.
EndNote Uddin MS, Öncel A, Shoyeb M, Rashid M (July 1, 2025) Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye. Sosyal Siyaset Konferansları Dergisi 88 152–162.
IEEE M. S. Uddin, A. Öncel, M. Shoyeb, and M. Rashid, “Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye”, Sosyal Siyaset Konferansları Dergisi, no. 88, pp. 152–162, July 2025, doi: 10.26650/jspc.2023.85.1578647.
ISNAD Uddin, Muhammad Salah et al. “Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-Level Evidence from Türkiye”. Sosyal Siyaset Konferansları Dergisi 88 (July 2025), 152-162. https://doi.org/10.26650/jspc.2023.85.1578647.
JAMA Uddin MS, Öncel A, Shoyeb M, Rashid M. Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye. Sosyal Siyaset Konferansları Dergisi. 2025;:152–162.
MLA Uddin, Muhammad Salah et al. “Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-Level Evidence from Türkiye”. Sosyal Siyaset Konferansları Dergisi, no. 88, 2025, pp. 152-6, doi:10.26650/jspc.2023.85.1578647.
Vancouver Uddin MS, Öncel A, Shoyeb M, Rashid M. Understanding the COVID-19 Impacts on Industrial Production and Employment: Macro-level Evidence from Türkiye. Sosyal Siyaset Konferansları Dergisi. 2025(88):152-6.