Estimating the Cost of Unemployment to Uganda’s Growth and Growth Trajectory 1980-2016: ‘an auto-regressive distributed lag modelling approach’

Ssebulime Kurayish^1, and Muvawala Joseph²

¹Senior Manpower Planning Officer, National Planning Authority, Kampala, Uganda, Clement Hill Road, Plot 17B

²Executive Director, National Planning Authority, Kampala, Uganda, Clement Hill Road, Plot 17B

Cite this paper:
Ssebulime Kurayish and Muvawala Joseph. Estimating the Cost of Unemployment to Uganda’s Growth and Growth Trajectory 1980-2016: ‘an auto-regressive distributed lag modelling approach’. International Journal of Econometrics and Financial Management. 2019; 7(1):27-36. doi: 10.12691/ijefm-7-1-4

Abstract

Over the years, there has been a considerable discourse around the cost as well as the nexus between unemployment and economic growth in both developing and developed countries. This relationship has remained an economic puzzle and to date, no conclusive position has been reached. The debate has continued to attract the attention of researchers, academicians and policy makers. From Uganda’s context, less effort has been invested in trying to unpack this phenomenon. This paper therefore, investigates the cost that unemployment actually imposes on the country’s growth performance as theoretically explained by the ‘Okun’s Law’. The study utilizes an Auto Regressive Distributed Lag (ARDL) Model on annual time series data for the period 1980-2016. The results reveal that Uganda loses approximately UGX 6.7 Trillion, an equivalent of USD 1.8 Billion annually due to the current unemployment rate. The cost is even higher when unemployment is re-estimated to exclude volunteers and unpaid family workers and adjusting the number of hours from one to five hours a week. In this case, the cost of unemployment rises to approximately UGX 60.3 Trillion, an equivalent of USD 16.3 Billion annually due to the current unemployment rate. In summary, the study finds that unemployment has a real cost to Uganda’s economic growth and growth trajectory and confirms Okun’s law in the country both in short and long run. In fact, the study reveals that, a one percentage point increase in unemployment rate costs Uganda’s growth an average of 0.067 percentage points annually. Using these findings to estimate the growth trajectory, the study results indicate that Uganda will attain the per capita income goal of USD 9500 in the year 2070 not 2040 if the current unemployment trend remains on its current course. The conclusion from the study is that, addressing unemployment problem should remain core and top in the country’s development agenda if the country is to achieve the targeted growth performance as signposted by the country’s Second National Development Plan (NDPII) and the Uganda vision 2040. The recommends the need to ensure integration of unemployment or employment concerns into the national planning and budgeting frameworks. Indicators to track the labour market functionality especially in regard to employment generation should be included in the results framework of the country’s national development plans (NDPs) and the national budgets; and more so, monitored and reported on an annual basis.

Keywords:
Okun’s law unemployment economic growth national development plan Uganda vision 2040

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References:

[1]	Okun, A. M. (1962). Potential GNP: Its Measurement and Significance. In Proceedings of the Business and Economic Statistics Section of the American Statistical Association. Alexandria, VA. American Statistical Association, 89-104.
[2]	Lavoie, M., & Stockhammer, E. (2012). Wage-led growth: Concept, theories, and policies: Conditions of Work and Employment Series. No.41, ILO, Geneva., 41.
[3]	Olayinka, K. (2009). Economic Liberalization and Job Creation in Nigeria. Central Bank of Nigeria Economic and Financial Review 47(1), 69-99.
[4]	Khan, A... (2007). Growth, Employment and Poverty: An Analysis of the Vital Nexus Based on Some Recent UNDP and ILO/SIDA Studies. DESA Working paper, (49)., 49.
[5]	Ahaibwe, G., Kasirye, I., & Barungi, M. (2014). Promoting Self-employment through Entrepreneurship Financing: Lessons from the Uganda Youth Venture Capital Fund. EPRC Policy. Brief N.47. http://bit.ly/1abmLdP, Brief N.47.
[6]	Kvist, J. (1999). Welfare reform in the Nordic countries in the 1990s: Using fuzzy-set theory to assess conformity to ideal types. Journal of European Social Policy, 9, 231-252.
[7]	NPCS. (2018). State of Uganda Population Report 2018. Kampala: Republic of Uganda, accessed at: http://npcsec.go.ug/wp-content/uploads/2013/06/SUPRE-2018-.pdf.
[8]	UBOS. (2014). Uganda National Household Survey Report. Kampala: Republic of Uganda. Available at: https://www.ubos.org/onlinefiles/uploads/ubos/UNHS_12_13/2012_13%20UNHS%20Final%20Report.pdf.
[9]	NPA. (2015). The Second National Development Plan (NDPII). Kampala: Republic of Uganda: accessed at: https://consultations.worldbank.org/Data/hub/files/consultation-template/materials/ndpii-final11.pdf.
[10]	UBOS. (2014). National Population and Housing Census. Kampala: Republic of Uganda, available at: https://unstats.un.org/unsd/demographic/sources/census/wphc/Uganda/UGA-2016-05-23.pdf.
[11]	Piachaud, D. (1997). A Price Worth Paying? The Costs of Unemployment, In Working for Full Employment. ed. John Philpott, 49-62.
[12]	Jahoda, G. (2002). Reflections of a “Pre-Nominal” Cross-Cultural Psychologist. Online Readings in Psychology and Culture: 1008, 2(1).
[13]	Pratten, S. (2004). “Zirkel vicieux” or Trend Fall? The Course of the Profit Rate in Marx‟s Capital III. History of Political Economy Vol. 36, No.1, , 163-186.
[14]	UBOS. (2018). Statistical Abstract, UBOS. Kampala: Republic of Uganda, available at: https://www.ubos.org/wp-content/uploads/publications/01_2019STATISTICAL_ABSTRACT_2019.pdf.
[15]	MOFPED. (2014). Uganda's Employment Challenge: An evaluation of government's strategy. Kampala: Republic of Uganda.
[16]	Alani, J. (2012). Effects of Productivity Growth on Employment Generation, Capital Accumulation and Economic Growth in Uganda. International Journal of Trade, Economics, and Finance, Vol 3, No. 3., 170-175.
[17]	Bbaale, E. (2014). Determinants of Early Initiation, Exclusiveness, and Duration of Breastfeeding in Uganda. Journal of health, population, and nutrition, Vol-32.
[18]	Matovu, J., Twimukye, E., Musisi, A., & Levine, S. (2011). Assessing Development Strategies to Achieve the MDGs in the Republic of Uganda. EPRC, MFPED, UNDP Uganda, UN DESA. available at http://www.un.org/en/development/desa/policy/capacity/output_studies/ roa87_study_ugn.pdf.
[19]	Darity, J., & William, A. (1999). Who Loses from Unemployment? Journal of Economic Issues, Vol. 33, No. 2, 491-496.
[20]	Fuad, M. K. (2011). Economic Growth and Unemployment: An Empirical Analysis. Journal of Social Sciences 7 (2), 228-231.
[21]	Tatom, J. (1978). Economic Growth and Unemployment: A Reappraisal of the Conventional View. Federal Reserve Bank of St Louis, 16-23.
[22]	Christopoulos, D. (2004). The relationship between output and unemployment: Evidence from Greek Regions. Stud. Regional Sci., 83, 611-620.
[23]	Moosa, I. (2008). Economic growth and unemployment in Arab countries: Is Okun’s law Valid. International Conference on the Unemployment Crisis in the Arab Countries, (pp. 1-19). Cairo- Egypt.
[24]	Keller, J., & Nabil, M. (2002). The Macroeconomics of Labor Market Outcomes in MENA over the 1990s: How Growth has failed to keep Pace with a Burgeoning Lab our Market. Working Study, The Egyptian Center for Economic Studies. Available at: https://www.researchgate.net/publication/265023790.
[25]	World Bank. (2007). MENA Economic Developments and Prospect: Job Creation in an Era of High Growth. Washington DC, available at http://siteresources.worldbank.org/INTMENA/Resources/EDP07_SUMMARY_APRIL12.pdf, 1-11.
[26]	Davis, S. J., John, C., & Haltiwanger, S. S. (1997). Job Creation and Destruction. Cambridge: MIT Press.
[27]	Gehrke, C., & Kurz, H. D. (2006). “Sraffa on von Borkiewicz: Reconstructing the Classical theory of Value and Distribution”. History of Political Economy 38 (1), 91-149.
[28]	Lager, C. (2006). “The Treatment of Fixed Capital in the Long Period”. Economic Systems Research 18(4), 411-26.
[29]	Lower, M. D. (1987). “The Concept of Technology within the Institutionalist Perspective” . Journal of Economic Issues 21(3), 1147-1176.
[30]	Erdos, P., & Molnar, F. (1980). “Profit and Paper Profit: Some Kaleckian Evolution”. Journal of Post Keynesian Economics 3(1), 3-18.
[31]	James, K. M. (2009). The Role of the State and Harrod's Economic Dynamics: Toward a New Policy Agenda? International Journal of Political Economy. Vol. 38, No. 1, 35-57.
[32]	Sabur, G. (1996). Labour Market Issues in Pakistan: Unemployment, Working Conditions, and Child Labour. The Pakistan Development Review, Vol. 35, No. 4, 789-803.
[33]	Eze, O. M., Atuma, E., & Egbeoma, N. E. (2016). The Relationship between Unemployment and Economic Growth in Nigeria: Granger Causality Approach. Research Journal of Finance and Accounting. Vol.7, No.24, 1.
[34]	Ahmed, R. C., & Ambreen, A. (2014). Economic Determinants of Unemployment in Pakistan: Cointegration Analysis. International journal of business and social science 5(3), 209-221.
[35]	Akintoye, I. R. (2013). Reducing Unemployment through the Informal Sector: A case Study of Nigeria. European Journal of Economics, Finance and Administrative Sciences, 1450-2275.
[36]	Zaleha, M. N., Norashidah, M. N., & Judhiana, A. G. (2007). The Relationship between Output and Unemployment in Malaysia: Does Okun’s Law exist? International Journal of Economics and Management 1(3), 337-344.
[37]	Tokunbo, S. O. (2005). Macroeconomic Policies and Pro-Poor Growth in Nigeria: Available at: https://www.econstor.eu/bitstream/10419/19817/1/Osinubi.pdf. German Development Economics Conference, Kiel 2005 / Verein fürSocialpolitik, Research Committee Development Economics, No. 24. YABA, LAGOS STATE, NIGERIA: Research Committee on Development Economics (AEL), German Economic Association.
[38]	Jayaraman, T., Choong, C., & Kumar, R. (2009). Role of remittances in economic growth in Pacific island countries: a study of Samoa. Perspectives on Global Development and Technology, Vol. 8, No. 4, 611–627.
[39]	Solow, R. M. (1956). A Contribution to the Theory of Economic Growth. The Quarterly Journal of Economics, Vol. 70, No. 1, 65-94.
[40]	William, B. D., & Stanley, F. (1985). Multiple regression in Practice. Newbury Park London: Sage Publications.
[41]	Phillips, A. W. (1958). The Relation Between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom. Economica 25, 283-299.
[42]	Ssebulime, K., & Bbaale, E. (2019). Budget deficit and inflation nexus in Uganda 1980–2016: a cointegration and errorcorrection modeling approach. Journal of Economic Structure, 8: 3.