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Understanding the nexus: economic complexity and environmental degradation in Sub-Saharan Africa

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Abstract

In Sub-Saharan Africa (SSA), where economic development is gaining momentum, the intricate connection between economic complexity and ecological footprint emerges as a pivotal challenge. The region's burgeoning economic activities raise concerns about escalating environmental degradation, making the delicate balance between economic progress and ecological sustainability in SSA increasingly crucial. In this light, the present study aims to examine the effect of economic complexity on environmental degradation in the SSA context, shedding light on the nuanced dynamics and contributing insights for sustainable development in the region. Using a sample of 22 SSA Countries spanning the period from 1998 to 2017, and employing both the Discroll and Kraay Fixed Effect and the System Generalized Method of Moments estimators, the empirical results reveal that economic complexity exacerbates ecological footprint intensity. Introduction of control variables demonstrated that GDP per capita, population density, trade, and FDI all exacerbate environmental degradation while access to electricity mitigates the ecological footprint intensity. The findings withstand scrutiny when an alternative measure of ecological footprint and economic complexity is applied. The study concludes by proposing policy implications such as sustainably enhancing energy infrastructure, focusing on eco-friendly urban planning policies, and prioritizing resource-efficient industrial development so as to help curbing the escalating ecological footprint and foster sustainable development in the region.

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Notes

  1. Angola, Botswana, Cameroon, Congo, Dem, Rep, Congo, Rep, Cote d'Ivoire, Ethiopia, Gabon, Ghana, Kenya, Madagascar, Mauritania, Mozambique, Namibia, Nigeria, Senegal, South Africa, Sudan, Tanzania, Togo, Zambia, Zimbabwe.

References

  • Acemoglu D, Aghion P, Bursztyn L, Hemous D (2012) The environment and directed technical change. Am Econ Rev 102(1):131–166

    Article  Google Scholar 

  • Aghion P, Howitt P, Prantl S (2015) Patent rights, product market reforms, and innovation. J Econ Growth 20:223–262

    Article  Google Scholar 

  • Alvarado R, Ortiz C, Jiménez N, Ochoa-Jiménez D, Tillaguango B (2021) Ecological footprint, air quality, and research and development: the role of agriculture and international trade. J Clean Prod 288:125589

    Article  Google Scholar 

  • AMCEN Secretariat (2002) Africa environment outlook: past, present and future perspectives, vol 1. United Nations Publications, New York

    Google Scholar 

  • Amsalu A, De Graaff J (2007) Determinants of adoption and continued use of stone terraces for soil and water conservation in an Ethiopian highland watershed. Ecol Econ 61(2–3):294–302

    Article  Google Scholar 

  • Angelsen A, Jagger P, Babigumira R, Belcher B, Hogarth NJ, Bauch S, Börner J, Smith-Hall C, Wunder S (2014) Environmental income and rural livelihoods: a global-comparative analysis. World Dev 64:S12–S28

    Article  Google Scholar 

  • Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58(2):277–297

    Article  Google Scholar 

  • Arellano M, Bover O (1995) Another look at the instrumental variable estimation of error-components models. J Econom 68(1):29–51

    Article  Google Scholar 

  • Asongu SA, Odhiambo NM (2020) The role of globalization in modulating the effect of environmental degradation on inclusive human development. Innov Eur J Soc Sci Res. https://doi.org/10.1080/13511610.2020.1745058

    Article  Google Scholar 

  • Assessment Millennium Ecosystem ME (2005) Ecosystems and human well-being, vol 5. Island Press, Washington, DC, p 563

    Google Scholar 

  • Auty R (2002) Sustaining development in mineral economies: the resource curse thesis. Routledge, London

    Book  Google Scholar 

  • Baum CF, Schaffer ME, Stillman S (2003) Instrumental variables and GMM: estimation and testing. Stand Genomic Sci 3(1):1–31

    Google Scholar 

  • Blundell R, Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econom 87(1):115–143

    Article  Google Scholar 

  • Can M, Gozgor G (2017) The impact of economic complexity on carbon emissions: evidence from France. Environ Sci Pollut Res 24:16364–16370

    Article  Google Scholar 

  • Cong Y, Ren C (2023) Does Natural resource dependency impede sustainable development? Exploring the non-linear consequence of economic complexity. Resour Policy 85:103972

    Article  Google Scholar 

  • Copeland BR, Taylor MS (2004) Trade, growth, and the environment. J Econ Lit 42(1):7–71

    Article  Google Scholar 

  • Doğan B, Saboori B, Can M (2019) Does economic complexity matter for environmental degradation? An empirical analysis for different stages of development. Environ Sci Pollut Res 26:31900–31912

    Article  Google Scholar 

  • Doğan B, Driha OM, Balsalobre Lorente D, Shahzad U (2021) The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustain Dev 29(1):1–12

    Article  Google Scholar 

  • Doytch N (2020) The impact of foreign direct investment on the ecological footprints of nations. Environ Sustain Indic 8:100085

    Google Scholar 

  • Driscoll JC, Kraay AC (1998) Consistent covariance matrix estimation with spatially dependent panel data. Rev Econ Stat 80(4):549–560

    Article  Google Scholar 

  • Foster AD, Rosenzweig MR (2010) Is there surplus labor in rural India?

  • Fosu AK (2015) Growth, inequality and poverty in Sub-Saharan Africa: recent progress in a global context. Oxf Dev Stud 43(1):44–59

    Article  Google Scholar 

  • Gnangnon SK (2019) Tax reform and trade openness in developing countries. J Econ Integr 34(3):498–519

    Article  Google Scholar 

  • Goodland R, Ledec G (1987) Neoclassical economics and principles of sustainable development. Ecol Model 38(1–2):19–46

    Article  Google Scholar 

  • Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110(2):353–377

    Article  Google Scholar 

  • Hausmann R, Klinger B (2006) Structural transformation and patterns of comparative advantage in the product space. CID Working Paper No. 128, Harvard University

  • Hausmann R, Hidalgo CA (2011) The network structure of economic output. J Econ Growth 16:309–342

    Article  Google Scholar 

  • Hidalgo CA, Hausmann R (2009) The building blocks of economic complexity. Proc Natl Acad Sci 106(26):10570–10575

    Article  CAS  Google Scholar 

  • Hoechle D (2007) Robust standard errors for panel regressions with cross-sectional dependence. Stand Genomic Sci 7(3):281–312

    Google Scholar 

  • Ibrahim RL, Ajide KB (2022) Trade facilitation and environmental quality: empirical evidence from some selected African countries. Environ Dev Sustain 24(1):1282–1312

    Article  Google Scholar 

  • Kalair AR, Seyedmahmoudian M, Stojcevski A, Abas N, Khan N (2021) Waste to energy conversion for a sustainable future. Heliyon 7(10):e08155

    Article  Google Scholar 

  • Kelly AM, Radler RDNN (2024) Does energy consumption matter for climate change in Africa? New insights from panel data analysis. Innov Green Dev 3(3):100132

    Article  Google Scholar 

  • Kelly AM, Yimele BLT, Tchieu NLW, Rutazihana PN (2023) Access to electricity and primary education nexus in central Africa. J Reg Econ 2(1):26–41

    Google Scholar 

  • Kelly AM, Ketu I, Tchapchet Tchouto JE (2022) Investigating the link between exhaustion of natural resources and economic sophistication in Sub-Saharan Africa. Available at SSRN 4103121

  • Kengdo AAN, Nchofoung T, Ntang PB (2020) Effect of external debt on the level of infrastructure in Africa. Econ Bull 40(4):3349–3366

    Google Scholar 

  • Ketu I, Kelly AM, Tchapchet Tchouto JE (2024) Does economic complexity reduce the size of the shadow economy in African countries? SN Bus Econ 4(1):1–27

    Google Scholar 

  • Khan S, Yahong W, Chandio AA (2022) How does economic complexity affect ecological footprint in G-7 economies: the role of renewable and non-renewable energy consumptions and testing EKC hypothesis. Environ Sci Pollut Res 29(31):47647–47660

    Article  CAS  Google Scholar 

  • Kiviet JF (2023) Instrument-free inference under confined regressor endogeneity and mild regularity. Econom Stat 25:1–22

    Google Scholar 

  • Kongbuamai N, Zafar MW, Zaidi SAH, Liu Y (2020) Determinants of the ecological footprint in Thailand: the influences of tourism, trade openness, and population density. Environ Sci Pollut Res 27:40171–40186

    Article  Google Scholar 

  • Lambin EF, Meyfroidt P (2011) Global land use change, economic globalization, and the looming land scarcity. Proc Natl Acad Sci 108(9):3465–3472

    Article  CAS  Google Scholar 

  • Langnel Z, Amegavi GB (2020) Globalization, electricity consumption, and ecological footprint: an autoregressive distributive lag (ARDL) approach. Sustain Cities Soc 63:102482

    Article  Google Scholar 

  • McMillan MS, Rodrik D (2011) Globalization, structural change, and productivity growth (No. w17143). National Bureau of Economic Research

  • Mertz O, Padoch C, Fox J, Cramb RA, Leisz SJ, Lam NT, Vien TD (2009) Swidden change in Southeast Asia: understanding causes and consequences. Hum Ecol 37:259–264

    Article  Google Scholar 

  • Meyfroidt P, Lambin EF (2009) Forest transition in Vietnam and displacement of deforestation abroad. Proc Natl Acad Sci 106(38):16139–16144

    Article  CAS  Google Scholar 

  • Mol AP, Sonnenfeld DA (2014) Ecological modernisation around the world: perspectives and critical debates. Routledge, London

    Book  Google Scholar 

  • Moreno-Camacho CA, Montoya-Torres JR, Jaegler A, Gondran N (2019) Sustainability metrics for real case applications of the supply chain network design problem: a systematic literature review. J Clean Prod 231:600–618

    Article  Google Scholar 

  • Musah M, Kong Y, Mensah IA, Antwi SK, Donkor M (2021) The connection between urbanization and carbon emissions: a panel evidence from West Africa. Environ Dev Sustain 23:11525–11552

    Article  Google Scholar 

  • Nathaniel SP (2021) Economic complexity versus ecological footprint in the era of globalization: evidence from ASEAN countries. Environ Sci Pollut Res 28:64871–64881

    Article  Google Scholar 

  • Nchofoung TN, Nkemgha GZ, Fokam DNDT, Njamen KAA (2023) Achieving the sustainable development goals through water and sanitation: Do information and communication technologies (ICTs) matter for Africa? J Knowl Econ. https://doi.org/10.1007/s13132-023-01361-2

    Article  Google Scholar 

  • Neagu O (2020) Economic complexity and ecological footprint: evidence from the most complex economies in the world. Sustainability 12(21):9031

    Article  Google Scholar 

  • Nguéda RDN, Kelly AM (2022) The nexus between economic complexity and foreign direct investment in Sub-Saharan Africa. South Asian J Soc Stud Econ 14(2):41–52

    Article  Google Scholar 

  • Ntang PB, Baida LA, Abba Yadou B (2023) How does economic complexity influence environmental degradation? New insights from African countries. In: Natural resources forum. Blackwell Publishing Ltd., Oxford

  • Numan U, Ma B, Sadiq M, Bedru HD, Jiang C (2023) The role of green finance in mitigating environmental degradation: empirical evidence and policy implications from complex economies. J Clean Prod 400:136693

    Article  Google Scholar 

  • Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Economet 22(2):265–312

    Article  Google Scholar 

  • Pesaran MH (2015) Testing weak cross-sectional dependence in large panels. Economet Rev 34(6–10):1089–1117

    Article  Google Scholar 

  • Premalatha M, Tabassum-Abbasi, Abbasi T, Abbasi SA (2014) The generation, impact, and management of e-waste: state of the art. Crit Rev Environ Sci Technol 44(14):1577–1678

    Article  Google Scholar 

  • Rafei M, Esmaeili P, Balsalobre-Lorente D (2022) A step towards environmental mitigation: How do economic complexity and natural resources matter? Focusing on different institutional quality level countries. Resour Policy 78:102848

    Article  Google Scholar 

  • Rjoub H, Ifediora CU, Odugbesan JA, Iloka BC, Xavier Rita J, Dantas RM, Mata MN, Martins JM (2021) Implications of governance, natural resources, and security threats on economic development: evidence from Sub-Saharan Africa. Int J Environ Res Earch and Public Health 18(12):6236

    Article  Google Scholar 

  • Roodman D (2009a) A note on the theme of too many instruments. Oxford Bull Econ Stat 71(1):135–158

    Article  Google Scholar 

  • Roodman D (2009b) How to do xtabond2: an introduction to difference and system GMM in Stata. Stata J 9(1):86–136

    Article  Google Scholar 

  • Ross ML (1999) The political economy of the resource curse. World Polit 51(2):297–322

    Article  Google Scholar 

  • Saud S, Chen S, Haseeb A (2020) The role of financial development and globalization in the environment: accounting ecological footprint indicators for selected one-belt-one-road initiative countries. J Clean Prod 250:119518

    Article  Google Scholar 

  • Slany A, Cherel-Robson M, Picard L (2020) Economic Development in Africa Report 2020 tackling illicit financial flows for sustainable development in Africa

  • Turok I, McGranahan G (2013) Urbanization and economic growth: the arguments and evidence for Africa and Asia. Environ Urban 25(2):465–482

    Article  Google Scholar 

  • Wang J, Dong K (2019) What drives environmental degradation? Evidence from 14 Sub-Saharan African countries. Sci Total Environ 656:165–173

    Article  CAS  Google Scholar 

  • Wenlong Z, Nawaz MA, Sibghatullah A, Ullah SE, Chupradit S, Minh Hieu V (2023) Impact of coal rents, transportation, electricity consumption, and economic globalization on ecological footprint in the USA. Environ Sci Pollut Res 30(15):43040–43055

    Article  Google Scholar 

  • Yilanci V, Pata UK (2020) Investigating the EKC hypothesis for China: the role of economic complexity on ecological footprint. Environ Sci Pollut Res 27(26):32683–32694

    Article  Google Scholar 

  • Zhang M, Ajide KB, Ridwan LI (2021) Heterogeneous dynamic impacts of nonrenewable energy, resource rents, technology, human capital, and population on environmental quality in Sub-Saharan African countries. Environ Dev Sustain 24:1–35

    Google Scholar 

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Authors and Affiliations

  1. Dschang School of Economics and Management (DSEM), University of Dschang, Dschang, Cameroon

    Arsene Mouongue Kelly

  2. Center for Studies and Research in Economics and Management (CERME), University of Dschang, Dschang, Cameroon

    Arsene Mouongue Kelly & Luc Nembot Ndeffo

  3. Faculty of Economics and Management Sciences, University of Dschang, Dschang, Cameroon

    Luc Nembot Ndeffo

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  1. Arsene Mouongue Kelly
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AMK provided a thorough analysis of the data, the synthesis and interpretation of the findings and writing the first draft. LNN conducted the synthesis, interpretation, and refining the initial draft.

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Correspondence to Arsene Mouongue Kelly.

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Appendix

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Table 9 Pesaran's Panel unit root test in the presence of cross-sectional dependence.
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9

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Kelly, A.M., Nembot Ndeffo, L. Understanding the nexus: economic complexity and environmental degradation in Sub-Saharan Africa. Clean Techn Environ Policy (2024). https://doi.org/10.1007/s10098-024-02885-0

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