Asymmetric response of unemployment rate to export shock in Indonesia: Does educational attainment matter?
DOI:
https://doi.org/10.31328/jsed.v5i1.3110Keywords:
business cycle, export shock, international trade, SVARAbstract
Indonesia has long struggled with a high rate of unemployment. Export, one of the aggregate demand’s components, typically affects the unemployment rate as argued by Keynes. Therefore, this study attempts to evaluate the asymmetric response of unemployment rate to export shock in Indonesia. Employing a Local Projection method, the analysis incorporates three important features: the asymmetric effects of export shock (positive or negative), business cycle (boom or slump), and educational attainment of workers (highly-educated or less-educated). Dataset consisted of province-level annual panel data of 18 provinces in Indonesia where the main ports for export activity are located, spanning from the years of 1990 to 2019. This study finds significant differences in the unemployment rate dynamics between less-educated and highly-educated workers. A positive export shock during the boom reduced the unemployment rate for less-educated workers, and the effect is more persistent. In contrast, highly-educated unemployment rate decreased when a positive export shock occurs during the slump period, and the effect was rather in the short run. These results suggest some policy implications such as strengthening the domestic market, relaxing export regulation on labor-intensive industries, and diversifying export products to enlarge job opportunities for highly-educated workers with varied qualifications.JEL Classification E24; I25; O24References
Adam, A., Garas, A., Katsaiti, M. S., & Lapatinas, A. (2021). Economic complexity and jobs: an empirical analysis. Economics of Innovation and New Technology, (January), 1–28. https://doi.org/10.1080/10438599.2020.1859751
Arfiyansyah, S., & Khusaini, M. (2018). Analysis of the effect of government spending on human development index through gross regional domestic income in Indonesia. Indonesian Treasury Review Jurnal Perbendaharaan Keuangan Negara dan Kebijakan Publik, 3(4), 270–283. https://doi.org/10.33105/itrev.v3i4.77
Artuc, E., Chaudhuri, S., & Mclaren, J. (2010). Trade shocks and labor adjustment : A structural empirical approach. The American Economic Review, 100(3), 1008–1045. Retrieved from https:////www.jstor.org/stable/27871238
Barnichon, R., & Brownlees, C. (2019). Impulse response estimation by smooth local projections. Review of Economics and Statistics, 101(3), 522–530. https://doi.org/10.1162/rest_a_00778
BPS. (2019). Labor Force Situation in Indonesia. Indonesian Central Bureau of Statistics. Jakarta. Retrieved from https://www.bps.go.id/publication/2020/11/30/307a288d678f91b9be362021/keadaan-angkatan-kerja-di-indonesia-agustus-2019.html
Cornwall, J., & Cornwall, W. (1997). The unemployment problem and the legacy of keynes. Journal of Post Keynesian Economics, 19(4), 525–542. https://doi.org/10.1080/01603477.1997.11490127
Costa, F., Garred, J., & Pessoa, J. P. (2016). Winners and losers from a commodities-for-manufactures trade boom. Journal of International Economics, 102(September), 50–69. https://doi.org/10.1016/j.jinteco.2016.04.005
Dutt, P., Mitra, D., & Ranjan, P. (2009). International trade and unemployment: theory and cross-national evidence. Journal of International Economics, 78(June), 32–44. https://doi.org/10.1016/j.jinteco.2009.02.005
Egger, P. H., Kaynak, P., & Zoller-Rydzek, B. (2020). Indirect effects of trade shocks on turkish local labor markets. Regional Science and Urban Economics, 83(July), 1–15. https://doi.org/10.1016/j.regsciurbeco.2020.103537
Erbahar, A. (2020). Two worlds apart? Export demand shocks and domestic sales. Review of World Economics, 156(2), 313–342. https://doi.org/10.1007/s10290-019-00364-z
Eriksson, K., Russ, K. N., Shambaugh, J. C., & Xu, M. (2021). Trade shocks and the shifting landscape of US manufacturing. Journal of International Money and Finance, 111(March), 1–19. https://doi.org/10.1016/j.jimonfin.2020.102254
Faradila, F., & Kakinaka, M. (2020). Industrial estate, firms’ productivity, and international trade relationship: the case of Indonesian manufacturing firms. Buletin Ilmiah Litbang Perdagangan, 14(1), 121–146. https://doi.org/10.30908/bilp.v14i1.426
Fatsabit, M. I., & Yusran, H. L. (2019). The effect of economic openness, education, and unemployment on income inequality in Indonesia. Media Ekonomi, 27(1), 71. https://doi.org/10.25105/me.v27i1.5304
Gaffard, J. L., & Saraceno, F. (2012). International trade and domestic distortions. Journal of Evolutionary Economics, 22(January), 275–301. https://doi.org/10.1007/s00191-011-0244-2
Hall, R. E. (2011). The long slump. The American Economic Review, 101(2), 431–469. Retrieved from https://www.jstor.org/stable/29783679
Horvath, J., & Zhong, J. (2018). Unemployment dynamics in emerging countries: monetary policy and external shocks. Economic Modelling, 17(July), 1–19. https://doi.org/10.1016/j.econmod.2018.07.017
Htwe, N. N., Lim, S., & Kakinaka, M. (2020). The coevolution of trade agreements and investment treaties: Some evidence from network analysis. Social Networks, 61(March), 34–52. https://doi.org/10.1016/j.socnet.2019.08.005
Imamah, N., Suman, A., Susilo, & Khusaini, M. (2020). Increasing employment through local government expenditures: simultaneous model analysis. Proceedings of the 23rd Asian Forum of Business Education (AFBE 2019) 144, 393–398. https://doi.org/10.2991/aebmr.k.200606.067
Jin, C., Lee, S., & Hwang, J. (2019). The Impact of import and export on unemployment: a cross-national analysis. International Journal of Sustainable Economy, 11(4), 347–363. https://doi.org/10.1504/IJSE.2019.103475
Jordà , Ò. (2005). Estimation and inference of impulse responses by local projections. American Economic Review, 95(1), 161–182. https://doi.org/10.1257/0002828053828518
Kataoka, M. (2019). Interprovincial differences in labour force distribution and utilization based on educational attainment in Indonesia, 2002–2015. Regional Science Policy and Practice, 11(1), 39–54. https://doi.org/10.1111/rsp3.12159
Keynes, J. M. (1937). The general theory of employment. The Quarterly Journal of Economics, 51(2), 209–223. Retrieved from https://www.jstor.org/stable/1882087
Kim, C., Chae, J. E., & Oh, J. (2020). Effectiveness of Aid-for-trade: are there strings attached? empirical evidence and the case of Vietnam. Post-Communist Economies, 32(1), 113–124. https://doi.org/10.1080/14631377.2019.1640993
Kurnianingsih, F., Mahadiansar, M., & Setiawan, R. (2020). Implementation processes of social protection policy in Indonesia : study of prakerja card program. Journal Governance and Public Policy, 7(3), 247–259.
Li, D., Plagborg-Møller, M., & Wolf, C. K. (2021). Local Projections vs VARs: Lessons from thousands of DGPs. Journal of Econometrics, 1–44. Retrieved from http://arxiv.org/abs/2104.00655
Liang, Y. (2021). Job creation and job destruction: the effect of trade shocks on US manufacturing employment. The World Economy, (February), 1–41. https://doi.org/10.1111/twec.13111
Maris Herdianti, Y., Burhan, M. U., & Shasta Pratomo, D. (2015). Analisis transformasi struktur ekonomi dan perubahan proporsi tenaga kerja Provinsi Jawa Timur 1998-2012. International Journal of Social and Local Economic Governance, 1(1), 68–74.
Mincer, J. (1991). Education and Unemployment. In NBER Working Paper (Vol. 3838). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=226736
OECD. (2021). OECD Economic Surveys Indonesia. Retrieved from http://www.oecd.org/economy/indonesia-economic-snapshot
Olea, J. L. M., & Plagborg-Møller, M. (2020). Local projection inference is simpler and more robust than you think. Journal of Econometrics, 1–27. Retrieved from http://arxiv.org/abs/2007.13888
Phelps, E., & Zoega, G. (2001). Structural booms. Economic Policy, 16(32), 84–126. Retrieved from https://www.jstor.org/stable/3601035?seq=1#metadata_info_tab_contents
Schubert, S. F. (2011). The Effects of total factor productivity and export shocks on a small open economy with unemployment. Journal of Economic Dynamics and Control, 35(September), 1514–1530. https://doi.org/10.1016/j.jedc.2011.04.009
Schubert, S. F., & Turnovsky, S. J. (2017). Growth and unemployment: Short-run and long-run tradeoffs. Journal of Economic Dynamics and Control, 91, 172–189. https://doi.org/10.1016/j.jedc.2017.11.003
Şener, F. (2001). Schumpeterian unemployment, trade and wages. Journal of International Economics, 54(June), 119–148. https://doi.org/10.1016/S0022-1996(00)00086-6
Siddiqa, A. (2021). Determinants of unemployment in selected developing countries: A panel data analysis. Journal of Economic Impact, 3(1), 19–26. https://doi.org/10.52223/jei3012103
Siklos, P. L. (2002). Asymmetric adjustment from structural booms and slumps. Economics Letters, 77(November), 329–333. https://doi.org/10.1016/S0165-1765(02)00144-1
Staehr, K. (2021). Export performance and capacity pressures in Central and Eastern Europe. International Economics, 165(December 2020), 204–217. https://doi.org/10.1016/j.inteco.2020.12.008
Ugarte, C., & Olarreaga, M. (2021). Can export promotion reduce unemployment? In SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3914009
Wahyudi, S. T., & Maipita, I. (2018). Comparative analysis on the market share of Indonesian export commoties: Opportunities and challenges. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi Dan Pembangunan, 19(2), 163–171. https://doi.org/10.23917/jep.v19i2.5708
Wulandari, D., Utomo, S. H., Narmaditya, B. S., & Kamaludin, M. (2019). Nexus between inflation and unemployment: Evidence from Indonesia. Journal of Asian Finance, Economics, and Business, 6(2), 269–275. https://doi.org/10.13106/jafeb.2019.vol6.no2.269
Yolanda. (2017). Impacts of export development on unemployment in Indonesia. European Research Studies Journal, 20(3), 768–783. https://doi.org/10.35808/ersj/743