Examining the Impact of Economic Growth, Poverty and Unemployment on Inflation in Indonesia (2000-2019): Evidence from Error Correction Model

Authors

  • Rosdiana Sijabat Universitas Katolik Indonesia Atmajaya Jakarta

DOI:

https://doi.org/10.18196/jgp.v13i1.12297

Keywords:

Inflation, unemployment, poverty, economic growth, vector error correction model

Abstract

The study examines the causal relationship of economic growth, poverty, unemployment, and inflation in Indonesia from 2000 to 2019. The data analyzed are sourced from World Bank Indicators from The World Bank. The variables studied were inflation as the dependent variable and economic growth, the level of poverty, and the unemployment rate, inflation, as an independent variable. The results of the Augmented Dicky-Fuller test show that there is a unit root problem because all variables are not stationary at the level, so it is continued by doing first differencing, and stationary data is found in the first difference or I(1). Using the Vector Error Correction Model (VECM), this study found a significant long-term relationship between inflation (INF), economic growth (GP), the poverty rate (POV), and the unemployment rate (UNEMP). Meanwhile, in the short term, economic growth and poverty rates have a significant adverse effect on inflation. The results have important policy implications, specifically, the urgency of government policies and interventions to encourage the expansion of economic activities that promote economic growth and eradicate poverty.

References

Adedokun, A. (2018). The effects of oil shocks on government expenditures and government revenues nexus in Nigeria (with exogeneity restrictions). Future Business Journal, 4(2), 219-232. doi:https://doi.org/10.1016/j.fbj.2018.06.003

Alem, Y., & Ko¨hlin, G. (2014). The impact of food price inflation on subjective well-being: Evidence from urban Ethiopia. Social Indicators Research, 116, 853–868. doi:10.1007/s11205-013-0318-7

Allo, A. G., Satiawan, E., & Arsyad, L. (2018). The impact of rising food prices on farmers’ welfare in Indonesia. Journal of Indonesian Economy and Business, 33(3), 193 – 215 .

Arnold, S., & Glushko, V. (2021). Short- and long-term dynamics of cause-specific mortality rates using cointegration analysis. North American Actuarial. doi:10.1080/10920277.2021.1874421

Aydın, C., Esen, Ö., & Bayrak, M. (2016). Inflation and economic growth: A dynamic panel threshold analysis for Turkish republics in transition process. Procedia - Social and Behavioral Sciences, 229, 196-205. doi:10.1016/j.sbspro.2016.07.129

Barro, R. (1995). Inflation and economic growth. Bank of England Economic Bulletin, 1-11.

Bildirici, M., & Özaksoy, F. (2018). An analysis of biomass consumption and economic growth in transition countries. Economic Research-Ekonomska Istraživanja, 31(1), 386-405. doi:10.1080/1331677X.2018.1427610

Bokhari, A. A. (2020). The twinning of inflation and unemployment phenomena in Saudi Arabia: Phillips curve perspective. Contemporary Economics, 14(2), 254-271.

Bose, E., Hravnak, M., & Sereika, S. M. (2017). Vector Autoregressive (VAR) Models and granger causality in time series analysis in nursing research: Dynamic changes among vital signs prior to cardiorespiratory instability events as an example. Nursing Research, 66(1), 12-19. doi:10.1097/NNR.0000000000000193

Caglayan, M., K. O., & Mouratidis, K. (2016). Regime dependent effects of inflation uncertainty on real growth: A Markov switching approach. Scottish Journal of Political Economy, 63(2), 135-155. doi:10.1111/sjpe.12087

Cernat-Cernat, B. (2009). Some Empirical Evidence on The Relationship between Acquisitions, Disposals and The Stock Market. The Romanian Economic Journal, 7(33), 1-19.

Cuong, N. V. (2011). Can Vietnam achieve the millennium development goal on poverty reduction in high inflation and economic stagnation? The Developing Economies, 49(3), 297–320. doi:10.1111/j.1746-1049.2011.00136

Das, R. C., & Chavan, S. (2020). Long-run association between bank credit and output: A study on districts’ panel of West Bengal, India. Global Business Review, 1–15. doi:10.1177/0972150920918448

de Carvalho, A. R., Ribeiro, R. S., & Marques, A. M. (2018). Economic development and inflation: A theoretical and empirical analysis. International Review of Applied Economics, 32(4), 546-565. doi:10.1080/02692171.2017.1351531

Emmanuel, U. (2019). Inflation and unemployment dynamics in Nigeria: A re-examination of the Philip’s curve theory. International journal of scientific and research publications. 9(1), 879-884. doi:10.29322/IJSRP.9.01.2019.p85108

Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, Econometric Society, 55(2), 251-276.

Fidora, M., Giordano, C., & Schmitz, M. (2020). Real exchange rate misalignments in the Euro area. Open Economies Review, 71–107. doi:10.1007 /s11079-020-09596-1

Fujii, T. (2011). Impact of food inflation on poverty in the Philippines. SMU Economics & Statistics Working Paper, No. 14-2011. doi:10.2139/ssrn.1957946

Gokal, V., & Hanif, S. (2004). Relationship between inflation and economic growth. Working Paper 2004/04 December 2004. Retrieved from http://rbf.gov.fj/docs/2004_04_wp.pdf

Greene, W. H. (2018). Econometric Analysis (8th ed.). United States: Pearson.

Ha, J., Kose, M. A., & Ohnsorge, F. (2019). Inflation in emerging and developing economies: Evolution, drivers and policies. Washington, DC: World Bank. Retrieved from https://openknowledge.worldbank.org/handle/10986/30657

Hamilton, J. (1994). Time Series Analysis. Princeton: Princeton University Press.

Hamilton, J. D. (1994). Time Series Analysis. Princeton: Princeton University Press.

Johansen. (1998). Statistical analysis of cointegrating vectors. Journal of Economic Dynamics and Control, 231-254.

Kaur, G., & Dhiman, B. (2019). Agricultural commodities and fmcg stock prices in India: Evidence from the ARDL bound test and the Toda and Yamamoto causality analysis. Global Business Review, 1-12. doi:10.1177/0972150919830803

Khan, F. N., & Majeed, M. T. (2018). Poverty traps and economic growth: Evidence from Pakistan. Business & Economic Review, 10(4), 121-141. doi:10.22547/BER/10.4.6

Khim, V., & Liew, S. (2004). Which lag selection criteria should we employ? Economics Bulletin, 3(33), 1-9. Retrieved from http://www.economicsbulletin.com/2004/volume3/EB−04C20021A.pdf

Kwiatkowski, D., Phillips, P. C., Schmidt, P., & Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root? Journal of Econometrics, 54(1-3), 159-178. doi:10.1016/0304-4076(92)90104-Y

Labonte, M. (2016). Unemployment and inflation: Implications for policymaking. Congressional Research Service.

Libman, E. (2020). A simple model of some possible long-run adverse effects of inflation targeting. Review of Social Economy. doi:10.1080/00346764.2020.1729995

Libman, E. (2020). A simple model of some possible long-run adverse effects of inflation targeting. Review of Social Economy. doi:10.1080/00346764.2020.1729995

Lütkepohl, H. (2005). New introduction to multiple time series analysis. Berlin: Springer.

Lutkepohl, H. (2017). Estimation of structural vector autoregressive models. Communications for Statistical Applications and Methods, 24(5), 421-441. doi:10.5351/CSAM.2017.24.5.421

Mansi, E., Hysa, E., Panait, M., & Voica, M. C. (2020). Poverty—a challenge for economic development? Evidence from western Balkan countries and the European union. Sustainability, 12, 1-24. doi:10.3390/su12187754

Mantalos, P. (2010). Robust Critical Values for The Jarque-Bera Test for Normality. Jönköping University, Jönköping International Business School. Jönköping, Sweden: JIBS Working Papers. Retrieved November 14, 2018, from http://web.ipac.caltech.edu/staff/fmasci/home/astro_refs/NormalityTests.pdf

Menegaki, A. N. (2019). The ARDL Method in The Energy-Growth Nexus Field: Best Implementation Strategies. Economies, 7(105), 1-16. doi:10.3390/economies7040105

Michail, N. A. (2020). World economic growth and seaborne trade volume: quantifying the relationship. Transportation Research Interdisciplinary Perspectives, 4. doi:10.1016/j.trip.2020.100108

Mohaddes, K., & Raissi, M. (2014). Does inflation slow long-run growth in India? IMF Working Paper, WP/14/222. Retrieved from https://www.imf.org/external/pubs/ft/wp/2014/wp14222.pdf

Muzaffar, A. T., & Chowdhury, A. (2014). The IMF and the policy of low inflation: A review of Article IV consultations for selected Asian developing countries. The Economic and Labour Relations Review, 25(3), 435-454. doi:10.1177/1035304614544272

Nankervis, J. C., & Savin, N. E. (2010). Testing for serial correlation: Generalized Andrews–Ploberger tests. Journal of Business & Economic Statistics, 28(2), 246-255.

Niedzwiecki, M., & Ciolek, M. (2017). Akaike's final prediction error criterion revisited. 40th International Conference on Telecommunication and Signal Processing, 1-6.

Niedzwiecki, M., & Ciolek, M. (2017). Akaike's Final Prediction Error Criterion Revisited. 40th International Conference on Telecommunication and Signal Processing (TSP) (pp. 1-6). Gdanks, Poland: Gdanks University of Technology. doi:10.1109/TSP.2017.8075977

Nurudeen, A. (2019). Inflation and unemployment trade-off: A re-examination of the Phillips curve and its stability in Nigeria. Contemporary Economics, 13(1), 21-34.

Okun, M. (1963). Potential GNP: Its measurement and significance. Yale University, Cowles Foundation for Research in Economics.

Ooft, G., Bhaghoe, S., & Franses, P. H. (2012). Forecasting annual inflation in Suriname. Journal of International Financial Markets, Institutions & Money, 73, 1-8. doi:10.1016/j.intfin.2021.101357

Phillips, W. (1958). The relation between unemployment and the rate of change of money wage rates in the United Kingdom, 1861–1957. Economica, 25(200), 283–299.

Quévat, B., & Vignolles, B. (2018). The relationships between inflation, wages and unemployment have not disappeared. A comparative study of the French and American economies, 19-34.

Razek, N. H., & McQuinn, B. (2021). Saudi Arabia’s currency misalignment and international competitiveness, accounting for geopolitical risks and the super-contango oil market. Resources Policy, 72, 1-28. doi:10.1016/j.resourpol.2021.102057

Sahoo, K., & Sethi, N. (2017). Impact of foreign capital on economic development in India: An econometric investigation. Global Business Review, 18(3), 766–780. doi:10.1177/0972150917692198

Syczewska, E. M. (2010). Empirical power of the Kwiatkowski-Phillips-Schmidt-Shin test. Working Papers 45. Retrieved from https://ssl- olegia.sgh.waw.pl/pl/KAE/struktura/IE/struktura/ZES/Documents/Working_Papers/aewp03-10.pdf

Tarongi, J. M., & Camps, A. (2010). Normality analysis for RFI detection in microwave radiometry. Remote Sensing, 2, 191-210. doi:10.3390/rs2010191

Toda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes-. Journal of Econometrics, 66(1-2), 225-250. doi:10.1016/0304-4076(94)01616-8

Toor, E., & Ul Islam, T. (2019). Power comparison of autocorrelation tests in dynamic models. International Econometric Review (IER), 58-69. doi:https://dergipark.org.tr/en/download/article-file/824208

Tsioumas, V., Smirlis, Y., & Papadimitriou, S. (2021). Capturing the impact of economic forces on the dry bulk freight market. Maritime Transport Research, 2. doi:10.1016/j.martra.2021.100018

Tsioumas, V., Smirlis, Y., & Papadimitriou, S. (2021). Capturing the impact of economic forces on the dry bulk freight market. Maritime Transport Research, 2, 1-16. doi:10.1016/j.martra.2021.100018

Tufte, D., & Naka, A. (1997). Examining impulse response functions in cointegrated systems. Applied Economics, 29(12), 1593-1603. doi:10.1080/00036849700000035

Van, D. D. (2020). Money supply and inflation impact on economic growth. Journal of Financial Economic Policy, 12(1), 121-136. doi:10.1108/JFEP-10-2018-0152

Vermeulen, C. (2015). Inflation, growth and employment in South Africa: Trends and trade-offs. ERSA working paper 547. Retrieved from https://econrsa.org/system/files/publications/working_papers/working_paper_547.pdf

Victor, V., Jeeson, F., & Maria, F. F. (2018). Inflation unemployment dynamics in Hungary-A structured cointegration and vector error correction model approach. Theoretical and Applied Economics, XXV(2(615)), 195-204.

Yolanda, Y. (2017). Analysis of factors affecting inflation and its impact on human development index and poverty in Indonesia. European Research Studies Journal, 38-56.

Živkov, D., Kovačević, J., & Papić-Blagojević, N. (2020). Measuring the effects of inflation and inflation uncertainty on output growth in the central. Baltic Journal of Economics, 20(2), 218-242. doi:10.1080/1406099X.2020.1846877

Zou, X. (2018). VECM Model Analysis of Carbon Emissions, GDP, and International Crude Oil Prices. Discrete Dynamics in Nature and Society, 1-18. doi:10.1155/2018/5350308

Downloads

Published

2023-03-29