Abstract
While there have been separate studies on FDI–growth and FDI–welfare links, few or no studies exist that simultaneously examine FDI–growth–welfare link at aggregate or sectoral level. This study adopted a recent causality method and a simultaneous equation model to analyse the effect of FDI on sectoral growth and welfare using a cross-sectional panel of 23 countries, spanning 1990‒2019. The study accounted for sectoral spillover effects, heterogeneity, simultaneity and cross-sectional dependence in our model. Findings suggest that FDI promotes output in the manufacturing and services sectors more than in the agriculture sector, while it fosters human development (HD). Also, the results show that while HD promotes output in the agricultural sector, it deters output in the manufacturing and service sectors. Further findings show that only agricultural output improves HD among the countries. This study therefore recommends that for African countries to improve sectoral output growth and welfare using FDI as a catalyst, a policy framework toward attracting more FDI into the three key sectors (especially in the manufacturing and services) is desirable for increased output and human development in Africa.
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Notes
The United Nations defined Human Development Index (HDI) as composite measure of a country’s total wellbeing which comprised health, education and standard of living.
Sector specific prices are used, except in the case of the service sector for which we did not use any commodity price due to data unavailability. Specifically, world agricultural commodity prices were used in the agricultural sector, while beverages commodity prices (by definition this captured manufactured cocoa and tea) was used as proxy for manufacturing sector price.
All variables are expressed in logs except Rule of Law, Population Growth Rate and Human Development Index.
See Appendix for the list of countries.
We also employed the Households and NPISHs Final consumption expenditure per capita (constant 2010 US$) as a measure of general wellbeing to check for robustness of results. This data was obtained from the World Bank data base online (WDI 2021).
References
Adams S (2009) Can foreign direct investment (FDI) help to promote growth in Africa? Afr J Bus Manage 3(5):178
Adewuyi AO (2016) Effects of public and private expenditures on environmental pollution: a dynamic heterogeneous panel data analysis. Renew Sustain Energy Rev 65(2016):489–506
Akinlo AE (2004) Foreign direct investment and growth in Nigeria: an empirical investigation. J Policy Model 26(5):627–639
Alfaro L (2003) Foreign direct investment and growth: does the sector matter. Harv Bus Sch 2003:1–31
Alfaro L, Chanda A, Kalemli-Ozcan S, Sayek S (2004) FDI and economic growth: the role of local financial markets. J Int Econ 64(1):89–112
Anyanwu JC (2017) Foreign direct investment. Edward Elgar Publishing, UK, pp 131–152
Arrow KJ (1962) The economic implications of learning by doing. Rev Econ Stud 29(3):155–173
Balasubramanyam VN, Salisu M, Sapsford D (1999) Foreign direct investment as an engine of growth. J Int Trade Econ Dev 8(1):27–40
Bai Z, Li H, Wong W, Zhang B (2011) Multivariate causality tests with simulation and application. Stat Probab Lett 81(2011):1063–1071
Barro RJ (1991) Economic growth in a cross section of countries. Q J Econ 106(2):407–443
Basu P, Guariglia A (2007) Foreign direct investment, inequality, and growth. J Macroecon 29(4):824–839
Belloumi M (2014) The relationship between trade, FDI and economic growth in Tunisia: an application of the autoregressive distributed lag model. Econ Syst 38(2):269–287
Binder M, Offermanns CJ (2007) International investment positions and exchange rate dynamics: a dynamic panel analysis. Discussion paper series 1 economic studies no 23, Deutsche Bundesbank
Borensztein E, De Gregorio J, Lee JW (1998) How does foreign direct investment affect economic growth. J Int Econ 45(1):115–135
Buchanan BG, Le QV, Rishi M (2012) Foreign direct investment and institutional quality: some empirical evidence. Int Rev Financ Anal 21:81–89
Bwalya SM (2006) Foreign direct investment and technology spillovers: evidence from panel data analysis of manufacturing firms in Zambia. J Dev Econ 81(2):514–526
Cleeve EA, Debrah Y, Yiheyis Z (2015) Human capital and FDI inflow: an assessment of the African case. World Dev 74:1–14
Choong CK, Baharumshah AZ, Yusop Z, Habibullah MS (2010) Private capital flows, stock market and economic growth in developed and developing countries: a comparative analysis. Jpn World Econ 22(2):107–117
Collier P, Gunning JW (1999) Why has Africa grown slowly? J Econ Perspect 13(3):3–22
De Janvry A, Sadoulet E (2010) Agricultural growth and poverty reduction: additional evidence. World Bank Res Observer 25(1):1–20
Diao X, Pratt AN (2007) Growth options and poverty reduction in Ethiopia–an economy-wide model analysis. Food Policy 32(2):205–228
Dumitrescu EI, Hurlin C (2012) Testing for Granger non-causality in heterogeneous panels. Econ Model 29:1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014
Dunning JH (2001) The key literature on IB activities: 1960-2000. In: Rugman AC, Brewer TL (eds) Oxford handbook of international business. Oxford University Press, Oxford, pp 36–68
Dupasquier C, Osakwe PN (2006) Foreign direct investment in Africa: performance, challenges, and responsibilities. J Asian Econ 17(2):241–260
Durham JB (2004) Absorptive capacity and the effects of foreign direct investment and equity foreign portfolio investment on economic growth. Eur Econ Rev 48(2):285–306
Dutta M (2005) China’s industrial revolution: challenges for a macroeconomic agenda. J Asian Econ 15(6):1169–1202
Easterly W, King R, Levine R, Rebelo S (1994) Policy, technology adoption, and growth. National Bureau of Economic Research, US
Eichengreen B (2007) The real exchange rate and economic growth. Soc Econ Stud 7‒20
Engle RF, Granger CW (1987) Co-integration and error correction: representation, estimation, and testing. Econom J Econom Soc 55:251–276
Findlay R (1978) Relative backwardness, direct foreign investment, and the transfer of technology: a simple dynamic model. Q J Econ 92(1):1–16
Gohou G, Soumaré I (2012) Does foreign direct investment reduce poverty in Africa and are there regional differences? World Dev 40(1):75–95
Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37(3):424–438
Hadri K (2000) Testing for stationarity in heterogeneous panel data. Econom J 3:148–161
Hiemstra C, Jones JD (1994) Testing for linear and nonlinear Granger causality in the stock price–volume relation. J Finance 49(5):1639–1664
Hausmann R, Fernandez-Arias E (2000) Foreign Direct Investment: Good Cholesterol? No 4203. Inter-American Development Bank, Research Department
Kar S (2013) Exploring the causal link between FDI and human capital development in India. Decision 40(1):3–13
Kaulihowa T, Adjasi C (2019) Non-linearity of FDI and human capital development in Africa. Transnatl Corp Rev 11(2):133–142
Iamsiraroj S (2016) The foreign direct investment–economic growth nexus. Int Rev Econ Financ 42:116–133
Lautier M, Moreaub F (2012) Domestic investment and FDI in developing countries: the missing link. J Econ Dev 37(3):1
Loayza NV, Raddatz C (2010) The composition of growth matters for poverty alleviation. J Dev Econ 93(1):137–151
Lee J, Robinson PM (2016) Series estimation under cross sectional dependence. J Econom 190:1–17
Lopez L, Weber S (2017) Testing for Granger causality in panel data, University of Neuchatel, Institute of Economic Research, IRENE working paper 17–03, Jul 18
Loungani P, Razin A (2001) How beneficial is foreign direct investment for developing countries? Finance Dev (A Quarterly Magazine of IMF) 38(2):1–12
Lucas RE (1988) On the mechanics of economic development. J Monet Econ 22(1):3–42
Mijiyawa AG (2015) What drives foreign direct investment in Africa? An empirical investigation with panel data. Afr Dev Rev 27(4):392–402
Msuya E (2007) The impact of foreign direct investment on agricultural productivity and poverty reduction in Tanzania. MPRA paper no 3671, posted 22 Jun 2007
Ndikumana L, Verick S (2008) The linkages between FDI and domestic investment: unravelling the developmental impact of foreign investment in Sub-Saharan Africa. Dev Policy Rev 26(6):713–726
Noorbakhsh F, Paloni A, Youssef A (2001) Human capital and FDI Inflows to developing countries: new empirical evidence. World Dev 29(9):1593–1610
Pesaran H (2003) A simple panel unit root test in the presence of cross-section dependence, Cambridge working papers in economics 0346, faculty of economics (DAE), University of Cambridge
Pesaran MH (2004) General diagnostic tests for cross-section dependence in panels. CESifo working paper no 1229
Pesaran MH (2015) Testing weak cross-sectional dependence in large panels. Econom Rev 34(6–10):1089–1117
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econometrics 22(2):265–312
Rodrik D (2008) The real exchange rate and economic growth. Brook Pap Econ Act 2008(2):365–412
Romer PM (1986) Increasing returns and long-run growth. J Polit Econ 94(5):1002–1037
Romer P (1990) Endogenous technological change. J Polit Econ 98:S71–S102
Romer PM (1994) The origins of endogenous growth. J Econ Perspect 8(1):3–22
Schneider K, Gugerty MK (2011) Agricultural productivity and poverty reduction: linkages and pathways. Libr Test J 1(1):56–74
Swenson DL (2004) Foreign investment and the mediation of trade flows. Rev Int Econ 12(4):609–629
Tadesse B, Ryan M (2004) Host market characteristics, FDI, and the FDI–trade relationship. J Int Trade Econ Dev 13(2):199–229
Tambunan T (2004) The impact of foreign direct investment on poverty reduction: a survey of literature and a temporary finding from Indonesia. In: Consultative meeting on foreign direct investment and policy changes: areas for new research. United Nations Conference Centre, Bangkok, Thailand, pp 12‒13
UNCTAD (2001) World investment report 2001 promoting linkages. United Nations, New York
UNCTAD (2014) Economic development in Africa: catalysing Investment for transformative growth in Africa. Trade and Development Board, Sixty-first session 15–26 Sept 2014
UNCTAD Handbook of Statistics (2021) https://unctad.org/webflyer/handbook-statistics-2021
UNDP (2021) annual report. New York, New York, United States
Wang M, Wong MS (2012) International R&D transfer and technical efficiency: evidence from panel study using stochastic frontier analysis. World Dev 40(10):1982–1998
WDI (2021) https://databank.worldbank.org/reports.aspx?source=World-Development-Indicators
WGI (2021) http://info.worldbank.org/governance/wgi/Home/Reports
World Bank (2021). https://data.worldbank.org/
World Bank database (2021). https://databank.worldbank.org/reports.aspx?source=global-economic-monitor
World Bank Statistics (2021). https://data.worldbank.org/
Wu JY, Hsu CC (2012) Foreign direct investment and income inequality: does the relationship vary with absorptive capacity? Econ Model 29(6):2183–2189
Yildirim DC, Tosuner O (2014) The effects of FDI on human capital stock in Central Asian Turkic Republics. Eurasian J Bus Econ 7(14):51–60
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Chukwu, A.B., Adewuyi, A.O., Adeleke, A.M. et al. Modelling composition of growth, FDI and welfare in Africa: a SEM approach. Econ Change Restruct 55, 2445–2478 (2022). https://doi.org/10.1007/s10644-022-09390-8
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DOI: https://doi.org/10.1007/s10644-022-09390-8