Abstract
It is evident that there is nexus among electricity consumption, foreign direct investment and aggregate economic activity. Unfortunately, the causal relationship among the three variables in Nigeria based on modern econometric methods, recent time-series data and ways that sufficiently cater for inflation and population growth has not been adequately investigated. This study, among other things, used a trivariate vector error correction model, autoregressive distributed lag bounds test for cointegration and Granger causality test to analyse the causal relationship among electricity consumption, foreign direct investment and aggregate economic activity based on time-series data from 1970 to 2018. The study found the presence of neutral causality between electricity consumption and aggregate economic activity in the short run as well as unidirectional causality from aggregate economic activity to electricity consumption in the long run. The study also found the presence of unidirectional causality from foreign direct investment to electricity consumption as well as neutral causality between foreign direct investment and aggregate economic activity in both the short run and the long run. It is therefore recommended that steps should be taken to adequately increase foreign direct investment and aggregate economic activity in ways that will guarantee an optimal increase in electricity consumption in Nigeria.
Similar content being viewed by others
Data availability
The data set used and/or analysed during the current study is available from the corresponding author on reasonable request.
References
Abdouli M, Hammami S (2017) Exploring links between FDI inflows, energy consumption, and economic growth: further evidence from MENA countries. J Econ Dev 42(1):95–117
Adams S (2009) Foreign direct investment, domestic investment, and economic growth in sub-Saharan Africa. J Policy Model 31(6):939–949
Akinlo AE (2008) Energy consumption and economic growth: evidence from 11 Sub-Saharan African countries. Energy Econ 30(5):2391–2400
Akinlo AE (2009) Electricity consumption and economic growth in Nigeria: evidence from cointegration and co-feature analysis. J Policy Model 31(5):681–693
Alam A (2013) Electric power consumption, foreign direct investment and economic growth: a comparative study of India and Pakistan. World J Sci Technol Sustain Dev 10(1):55–65
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
Ali HS, Nathaniel SP, Uzuner G, Bekun FV, Sarkodie SA (2020) Trivariate modelling of the nexus between electricity consumption, urbanization and economic growth in Nigeria: fresh insights from Maki cointegration and causality tests. Heliyon 6(2):1–9
Altinay G, Karagol E (2004) Structural break, unit root, and the causality between energy consumption and GDP in Turkey. Energy Econ 26(6):985–994
Altinay G, Karagol E (2005) Electricity consumption and economic growth: evidence from Turkey. Energy Econ 27(6):849–856
Amri F (2016) The relationship among energy consumption, foreign direct investment and output in developed and developing countries. Renew Sustain Energy Rev 64:694–702
Aremu JA (2005) Attracting and negotiating foreign direct investment with transnational corporations in Nigeria. Market Link Communications, Lagos
Atchike DW, Zhao Z-Y, Bao G (2020) The relationship between electricity consumption, foreign direct investment and economic growth: case of Benin. Int J Energy Econ Policy 10(4):507–515
Bekhet HA, Othman NS (2011) Causality analysis among electricity consumption, consumer expenditure, gross domestic product (GDP) and foreign direct investment (FDI): case study of Malaysia. J Econ Int Financ 3(4):228–235
Bekun FV, Agboola MO (2019) Electricity consumption and economic growth nexus: evidence from Maki cointegration. Inzinerine Ekonomika-Eng Econ 30(1):14–23
Belke A, Dobnik F, Dreger C (2011) Energy consumption and economic growth: new insights into the cointegration relationship. Energy Econ 33(5):782–789
Caporale G, Pittis N (1997) Causality and forecasting in incomplete system. J Forecast 16:425–437
Caporale GM, Howells PG, Soliman AM (2004) Stock market development and economic growth: the causal linkages. J Econ Dev 29(1):33–50
Chakraborty D, Mukherjee J (2012) Is there any relationship between foreign direct investment, domestic investment and economic growth in India? A time series analysis. Rev Mark Integr 4(3):309–337
Chang S-C (2015) Effects of financial development and income on energy consumption. Int Rev Econ Financ 35:28–44
Cheng BS, Lai TW (1997) An investigation of co-integration and causality between energy consumption and economic activity in Taiwan. Energy Econ 19(4):435–444
Coban S, Topcu M (2013) The nexus between financial development and energy consumption in the EU: a dynamic panel data analysis. Energy Econ 39:81–88
Dickey DA, Fuller WA (1979) Distribution of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74(366):427–431
Dickey DA, Fuller WA (1981) Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica 49(4):1057–1072
Doytch N, Narayan S (2016) Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption. Energy Econ 54:291–301
Engel RF, Granger CWJ (1987) Cointegration and error correction: representation, estimation, and testing. Econometrica 55(2):251–276
Essien AV (2011) The Nigeria energy sector: Electricity consumption and the macroeconomic performance (1980-2009). Soc Sci Res Netw (SSRN) Electron J. https://doi.org/10.2139/ssrn.2148927
Faisal F, Tursoy T, Resatoglu NG, Berk N (2018) Electricity consumption, economic growth, urbanization and trade nexus: empirical evidence from Iceland. Econ Res 31(1):664–680
Financial Derivatives Company (2018) The need for Nigerian investment in renewable energy. FDC Bi-Monthly Update 18(20):7–10
Frimpong JM, Oteng-Abayie EF (2006) Bounds testing approach: an examination of foreign direct investment, trade, and growth relationships. Munich Personal RePec Archive Paper No.352
Geweke J (1982) Measurement of linear dependence and feedback between multiple time series. J Am Stat Assoc 77(378):304–313
Ghosh S (2002) Electricity consumption and economic growth in India. Energy Policy 30(2):125–129
Giwa BA, George EO, Okodua H, Adediran OS (2020) Empirical analysis of the effects of foreign direct investment inflows on Nigerian real economic growth: implications for sustainable development goal-17. Cogent Social Sciences. Advance online publication. https://doi.org/10.1080/23311886.2020.1727621
Gujarati DN, Porter DC (2009) Basic econometrics, 5th edn. McGraw-Hill, New York
Hermes N, Lensink R (2003) Foreign direct investment, financial development and economic growth. J Dev Stud 40(1):142–163
Hwang JH, Yoo SH (2014) Energy consumption, CO2 emissions, and economic growth: evidence from Indonesia. Qual Quant 48(1):63–73
Ibrahiem DM (2015) Renewable electricity consumption, foreign direct investment and economic growth in Egypt: an ARDL approach. Proc Econ Financ 30:313–323
Islam F, Shahbaz M, Ahmed AU, Alam MM (2013) Financial development and energy consumption nexus in Malaysia: a multivariate time series analysis. Econ Modell 30:435–441
Iyke BN, Odhiambo NM (2014) The dynamic causal relationship between electricity consumption and economic growth in Ghana: a trivariate causality model. Manag Glob Transit 12(2):141–160
Johansen S (1988) Statistical analysis of cointegration vectors. J Econ Dyn Control 12(2–3):231–254
Johansen S, Juselius K (1990) Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxf Bull Econ Stat 52(2):169–210
Jumbe CBL (2004) Cointegration and causality between electricity consumption and GDP: empirical evidence from Malawi. Energy Econ 26(1):61–68
Karimi MS, Yusop Z (2009) FDI and economic growth in Malaysia. Munich Personal RePEC Archieve (MPRA) Paper No. 14999
Kowsari R, Zerriffi H (2011) Three dimensional energy profile: a conceptual framework for assessing household energy use. Energy Policy 39(12):7505–7517
Kraft J, Kraft A (1978) On the relationship between energy and GNP. J Energy Dev 3(2):401–403
Kumari A, Sharma AK (2018) Causal relationships among electricity consumption, foreign direct investment and economic growth in India. Electr J 31(7):33–38
Kwiatkowski D, Phillips PCB, 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? J Econ 54(1–3):159–178
Leach G (1992) The energy transition. Energy Policy 20(2):116–123
Loizides J, Vamvoukas G (2005) Government expenditure and economic growth: evidence from trivariate causality testing. J Appl Econ 8(1):125–152
Long PD, Ngoc BH, My DTH (2018) The relationship between foreign direct investment, electricity consumption and economic growth in Vietnam. Int J Energy Econ Policy 8(3):267–274
Lutkepohl H (1982) Non-causality due to omitted variables. J Econ 19(2–3):367–378
Mahembe EE (2016) Does foreign direct investment cause economic growth? A dynamic panel data analysis for SADC countries. Int J Emerg Mark 11(3):316–332
Mahmoodi M, Mahmoodi E (2016) Foreign direct investment, exports and economic growth: evidence from two panels of developing countries. Econ Res 29(1):938–949
Mavikela N, Khobai H (2018) Investigating the link between foreign direct investment, energy consumption and economic growth in Argentina. Munich Personal RePEC Archive (MPRA) Paper No 83960
Mawejje J, Mawejje DN (2016) Electricity consumption and sectoral output in Uganda: an empirical investigation. J Econ Struct 5(1):1–16
Narayan PK (2005) The saving and investment nexus for China: evidence from cointegration tests. Appl Econ 37(17):1979–1990
Narayan PK, Prasad A (2008) Electricity consumption-real GDP causality nexus: evidence from a bootstrapped causality test for 30 OECD countries. Energy Policy 36(2):910–918
Narayan PK, Singh B (2007) The electricity consumption and GDP nexus for the Fiji Islands. Energy Econ 29(6):1141–1150
Narayan PK, Smyth R (2005) Electricity consumption, employment and real income in Australia: evidence from multivariate Granger causality tests. Energy Policy 33(9):1109–1116
Nathaniel SP, Bekun FV (2020) Electricity consumption, urbanization, and economic growth in Nigeria: new insights from combined cointegration amidst structural breaks. J Public Aff. Advance online publication. https://doi.org/10.1002/pa.2102.
Nguyen TN, Wongsurawat W (2017) Multivariate cointegration and causality between electricity consumption, economic growth, foreign direct investment and exports: recent evidence from Vietnam. Int J Energy Econ Policy 7(3):287–293
Nigerian Electricity Regulatory Commission (2019) Generation: power generation in Nigeria. Retrieved from: https://nerc.gov.ng/index.php/home/nesi/403-generation. Accessed 19 Jan 2019
Obioma EC, Ozughalu UM (2005) Industrialization and economic development: a review of major conceptual and theoretical issues. In: Challenges of Nigerian industrialization: a pathway to Nigeria becoming a highly industrialized country in the year 2015, Selected Papers for the 2004 Annual Conference of the Nigerian Economic Society. Nigerian Economic Society, Ibadan, pp 63-97
Odhiambo NM (2008) Financial depth, savings and economic growth in Kenya: a dynamic causal linkage. Econ Modell 25(4):704–713
Odhiambo NM (2009a) Energy consumption and economic growth nexus in Tanzania: an ARDL bounds testing approach. Energy Policy 37(2):617–622
Odhiambo NM (2009b) Electricity consumption and economic growth in South Africa: a trivariate causality test. Energy Econ 31(5):635–640
Okolobah V, Ismail Z (2013) On the issues, challenges and prospects of electrical power sector in Nigeria. Int J Econ Manag Soc Sci 2(6):410–418
Omri A, Kahouli B (2014) Casual relationships between energy consumption, foreign direct investment and economic growth: fresh evidence from dynamic simultaneous-equations models. Energy Policy 67:93–922
Ozturk I (2010) A literature survey on energy-growth nexus. Energy Policy 38(1):340–349
Ozturk I, Acaravci A (2011) Electricity consumption and real GDP causality nexus: evidence from ARDL bounds testing approach for 11 MENA Countries. Appl Energy 88(8):2885–2892
Pao H-T, Tsai C-M (2011) Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): evidence from a panel of BRIC (Brazil, Russian Federation, India, and China) countries. Energy 36(1):685–693
Payne JE (2010) Survey of the international evidence on the causal relationship between energy consumption and growth. J Econ Stud 37(1):53–95
Perron P (1988) Trends and random walks in macroeconomic times series: further evidence from a new approach. J Econ Dyn Control 12(2–3):297–332
Perron P (1997) Further evidence on breaking trend functions in macroeconomic variables. J Econ 80(2):355–385
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16(3):289–326
Phillips PCB (1987) Time series regression with a unit root. Econometrica 55(2):277–301
Phillips PCB, Perron P (1988) Testing for a unit root in time series regression. Biometrica 75(2):335–346
Pierce DA, Haugh LD (1977) Causality in temporal system: characterisation and a survey. J Econ 5(3):265–293
Reyes J-D (2018) Effects of FDI on high-growth firms in developing countries. In: Global investment competitiveness report 2017/2018: Foreign investor perspectives and policy implications. Washington, DC 20433: International Bank for Reconstruction and Development/The World Bank, pp 51–72
Sadorsky P (2010) The impact of financial development on energy consumption in emerging economies. Energy Policy 38(5):2528–2535
Sadorsky P (2011) Financial development and energy consumption in Central and Eastern frontier economies. Energy Policy 39(2):999–1006
Sambo AS, Garba B, Zarma IH, Gaji MM (2010) Electricity generation and the present challenges in the Nigerian power sector. Retrieved from https://pdfs.semanticscholar.org/34dc/870710369dea3b28f3dcc3fa404f6c19f390.pdf. Accessed 19 Jan 2019
Sekantsiand L, Motlokoa M (2015) Evidence on the nexus between electricity consumption and economic growth through empirical investigation of Uganda. Rev Econ Bus Stud 8(1):149–165
Shaari MSB, Hong TH, Shukeri SN (2012) Foreign direct investment and economic growth: evidence from Malaysia. Int Bus Res 5(10):100–106
Shahbaz M, Tang CF, Shabbir MS (2011) Electricity consumption and economic growth nexus in Portugal using cointegration and causality approaches. Energy Policy 39(6):3529–3536
Sharmin F, Khan MR (2016) A causal relationship between energy consumption, energy prices and economic growth in Africa. Int J Energy Econ Policy 6(3):477–494
Sims CA (1972) Money, income and causality. Am Econ Rev 62:540–552
Solarin SA, Shahbaz M (2013) Trivariate causality between economic growth, urbanization and electricity consumption in Angola: cointegration and causality analysis. Energy Policy 60:876–884
Sothan S (2017) Causality between foreign direct investment and economic growth for Cambodia. Cogent Econ Financ 5(1):1–12
Tang CF (2009) Electricity consumption, income, foreign direct investment, and population in Malaysia: new evidence from multivariate framework analysis. J Econ Stud 36(4):371–382
Tang CF, Tan EC (2012) Electricity consumption and economic growth in Portugal: evidence from a multivariate framework analysis. Energy J 33(4):23–48
Temiz D, Gokmen A (2014) FDI inflow as an international business operation by MNCs and economic growth: an empirical study on Turkey. Int Bus Rev 23(1):145–154
Todaro MP, Smith SC (2015) Economic development, 12th edn. Pearson, Harlow
Udemba EN (2019) Triangular nexus between foreign direct investment, international tourism, and energy consumption in the Chinese economy: accounting for environmental quality. Environ Sci Pollut Res 26:24819–24830
Udemba EN, Gungor H, Bekun FV, Kirikkaleli D (2021) Economic performance of India amidst high CO2 emissions. Sustain Prod Consumption 27:52–60
Udemba EN (2020) Moderation of ecological footprint with FDI and agricultural sector for a better environmental performance. New Insight from Nigeria. J Public Aff. Advance online publication. https://doi.org/10.1002/pa.2444
Udemba EN (2021a) Nexus of ecological footprint and foreign direct investment pattern in carbon neutrality: new insight from United Arab Emirates (UAE). Environ Sci Pollut Res. Advance online publication. https://doi.org/10.1007/s11356-021-12678-3
Udemba EN (2021b) Mitigating environmental degradation with institutional quality and foreign direct investment (FDI): new evidence from asymmetric approach. Environ Sci Pollut Res. Advance online publication. https://doi.org/10.1007/s11356-021-13805-w
Verma R (2007) Savings, investment and growth in India: an application of the ARDL bounds testing approach. South Asia Econ J 8(1):87–98
Vojtovic S, Klimaviciene A, Pilinkiene V (2019) The linkages between economic growth and FDI in CEE countries. Ekonomicky Casopis 67(3):264–279
Wolde-Rufael Y (2009) Energy consumption and economic growth: the experience of African countries revisited. Energy Econ 31(2):217–224
Yoo SH (2005) Electricity consumption and economic growth: evidence from Korea. Energy Policy 33(12):1627–1632
Zivot E, Andrews DWK (1992) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J Bus Econ Stat 10(3):251–270
Acknowledgements
We acknowledge the support received from the Africa Centre of Excellence for Sustainable Power and Energy Development (ACESPED), University of Nigeria, Nsukka, Nigeria.
Author information
Authors and Affiliations
Contributions
(a) UMO wrote the sections on introduction, literature review, methods and data sources, results and discussion and part of the section on conclusion and policy implications. (b) UCO wrote the section on electricity generation in Nigeria and part of the section on conclusion and policy implications as well as proofread the entire paper.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Roula Inglesi-Lotz
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Ozughalu, U.M., Ogbuefi, U.C. Nexus among electricity consumption, foreign direct investment and aggregate economic activity towards Nigeria’s economic performance: evidence from a trivariate causality model. Environ Sci Pollut Res 29, 37170–37186 (2022). https://doi.org/10.1007/s11356-021-17840-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-17840-5