Abstract
The current study examines sustainable electricity consumption for economic growth in a small open and tourist economy. The energy-tourism nexus is evaluated for the relationship between sustainable electricity consumption and the international tourist arrival for the South African economy. The present study leverages on annual frequency data for South Africa from 1995 to 2019 for empirical analysis using the ARDL technique. Accordingly, empirical findings indicate a significant direct connection between the sustainable electricity consumption and the international tourism arrival; the study affirms that tourism-induced energy hypothesis is valid in South Africa. However, from a policy standpoint, alternative energy efficiency mechanisms such as renewable energy systems and emancipation of current energy management capabilities are recommended in South Africa. This is necessary for sustainable eco-friendly tourism that engenders clean energy consumption for the study area. More insights into policy caveats are presented in the concluding section.
Similar content being viewed by others
Data availability
Not applicable.
References
Acaravci A, Ozturk I (2010) The causal relationship between energy consumption and GDPR in Albania, Bulgaria, Hungary and Romania: evidence from ARDL bound testing approach. Appl Energy 87(19):38–43
Adebayo TS, Kartal MT, Ağa M, Al-Faryan MAS (2023a) Role of country risks and renewable energy consumption on environmental quality: evidence from MINT countries. J Environ Manage 327:116884
Adebayo TS, Ullah S, Kartal MT, Ali K, Pata UK, Ağa M (2023b) Endorsing sustainable development in BRICS: the role of technological innovation, renewable energy consumption, and natural resources in limiting carbon emission. Sci Total Environ 859:160181
Adekunle AO, Abdulmumin BA, Akande JO, Ajose KG (2022) Modelling aggregate energy consumption for growth in Nigeria. Int J Energy Econ Policy 12(6):389–395. https://doi.org/10.32479/ijeep.13829
Aishami M (2023) A var based study on energy consumption and economic growth. Int J Energy Econ Policy 13(1):317–321
Alkasasbeh OM, Alassuli A, Alzghoul A (2023) Energy consumption, economic growth and CO2 emissions in Middle East. Int J Energy Econ Policy 13(1):322–327. https://doi.org/10.32479/ijeep.13904
Allen M, Dube OP, Solecki W, Aragón-Durand F, Cramer W, Humphreys S, Kainuma M (2018) Special Report: Global Warming of 1.5 C. Intergovernmental Panel on Climate Change (IPCC)
Alola AA, Adebayo TS (2023a) Analysing the waste management, industrial and agriculture greenhouse gas emissions of biomass, fossil fuel, and metallic ores utilization in Iceland. Sci Total Environ 887:164115
Alola AA, Adebayo TS (2023b) The potency of resource efficiency and environmental technologies in carbon neutrality target for Finland. J Clean Prod 389:136127
Antonakakis N, Dragouni M, Eeckels B, Filis G (2016) Tourism and economic growth: does democracy matter? Ann Tour Res 61:258–264
Ben Jebli M, Hadhri W (2018) The dynamic causal links between CO2 emissions from transport, real GDPR, energy use and international tourism. Int J Sust Dev World 25(6):568–577
Bilen M, Yilanci V, Eryüzlü H (2017) Tourism development and economic growth: a panel Granger causality analysis in the frequency domain. Curr Issue Tour 20:27–32
Dabbous A, Tarhini A (2021) Does sharing economy promote sustainable economic development and energy efficiency? Evidence from OECD countries. J Innov Knowl 6(1):58–68
Dogan E, Aslan A (2017) Exploring the relationship among CO2 emissions, real GDPR, energy consumption and tourism in the EU and candidate countries: evidence from panel models robust to heterogeneity and cross-sectional dependence. Renew Sustain Energy Rev 77(4):239–245
Eslami H, Najem S, Abi Ghanem D, Ahmad A (2021) The potential of urban distributed solar energy in transition economies: the case of Beirut city. J Environ Manage 285:112121
Ferreira P, Almeida D, Dionísio A, Bouri E, Quintino D (2022) Energy markets–Who are the influencers? Energy 239:121962
Fuinhas JA, Marques AC (2012) Energy consumption and economic growth nexus in Portugal, Italy, Greece, Spain and Turkey: an ARDL bounds test approach (1965–2009). Energy Econ 34:511–517
Gao J, Xu W, Zhang L (2021) Tourism, economic growth, and tourism induced EKC hypothesis: evidence from the Mediterranean region. Empir Econ 60(3):1507–1529
Gbadebo AD (2023) Does exchange rates swings affect trade? Evidence from an emerging open economy. Int J Econ Financ Issues 13(1):132–143. https://doi.org/10.32479/ijefi.13929
Gokmenoglu KK, Eren BM (2019) The role of international tourism on energy consumption: empirical evidence from Turkey. Curr Issue Tour. https://doi.org/10.1080/13683500.2019.1574723
Gyamfi BA, Adebayo TS, Bekun FV, Agyekum EB, Kumar NM, Alhelou HH, Al-Hinai A (2021a) Beyond environmental Kuznets curve and policy implications to promote sustainable development in Mediterranean. Energy Rep 7:6119–6129
Gyamfi BA, Adedoyin FF, Bein MA, Bekun FV (2021b) Environmental implications of N-shaped environmental Kuznets curve for E7 countries. Environ Sci Pollut Res 28:33072–33082
Gyamfi BA, Adedoyin FF, Bein MA, Bekun FV, Agozie DQ (2021c) The anthropogenic consequences of energy consumption in E7 economies: juxtaposing roles of renewable, coal, nuclear, oil and gas energy: evidence from panel quantile method. J Clean Prod 295:126373
Irfan M, Ullah S, Razzaq A, Cai J, Adebayo TS (2023) Unleashing the dynamic impact of tourism industry on energy consumption, economic output, and environmental quality in China: a way forward towards environmental sustainability. J Clean Prod 387:135778
Isik C, Dogru T, Turk ES (2018) A nexus of linear and non-linear relationships between tourism demand, renewable energy consumption, and economic growth: theory and evidence. Int J Tour Res 20(1):38–49
Katircioglu S, Feridun M, Kilinc C (2014) Estimating tourism-induced energy consumption and CO2 emissions: the case of Cyprus. Renew Sustain Energy Rev 29:634–640
Katricioglu S (2014) Testing the tourism-induced EKC hypothesis: the case of Singapore. Econ Model 41:383–391
Kyara VC, Rahman MM, Khanam R (2021) Tourism expansion and economic growth in Tanzania: A causality analysis. Heliyon 7(5):e06966
Lawal AI, Asaleye AJ, Iseolorunkanmi J, Popoola O (2018) Economic growth, agricultural output and tourism development in Nigeria: an application of the ARDL bound testing approach. J Environ Manag 9(4):786–794
Lee CC (2006) The causality relationship between energy consumption and GDP in G-11 countries revisited. Energy Policy 34(9):1086–1093
Lin VS, Yang Y, Li G (2019) Where can tourism-led growth and economy-driven tourism growth occur? J Travel Res 58(1):760–773
Liu Y, Kumail T, Ali W, Sadiq F (2019) The dynamic relationship between CO2 emission, international tourism and energy consumption in Pakistan: a cointegration approach. Tour Rev 74(4):761–779
Merida A, Golpe AA (2016) Tourism-led growth revisited for Spain: causality, business cycles and structural breaks. Int J Tour Res 18(1):39–51
Musah M, Gyamfi BA, Kwakwa PA, Agozie DQ (2023) Realizing the 2050 Paris climate agreement in West Africa: the role of financial inclusion and green investments. J Environ Manage 340:117911
Nepal R, Al Irsyad MI, Nepal SK (2019) Tourist arrivals, energy consumption and pollutant emissions in a developing economy-implications for sustainable Tourism. Tour Manage 72:145–154
Pablo-Romero MDP, Pozo-Barajas R, Sánchez-Rivas J (2017) Relationships between tourism and hospitality sector electricity consumption in Spanish provinces (1999–2013). Sustainability 9(4):480. https://www.mdpi.com/2071-1050/9/4/480/htm. Accessed 25 May 2023
Pablo-Romero MP, Pozo-Barajas R, Sanchez-Rivas J (2019a) Relationship between tourism and hospitality sector electricity consumption in Spanish Province (1999–2013). Sustainability 9:480–492
Pablo-Romero MP, Pozo-Barajas R, Sanchez-Rivas J (2019b) Tourism and temperature effects on the electricity consumption of the hospitality sector. J Clean Prod 240:118–168
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16:289–326
Ramzan M, Razi U, Quddoos MU, Adebayo TS (2023) Do green innovation and financial globalization contribute to the ecological sustainability and energy transition in the United Kingdom? Policy insights from a bootstrap rolling window approach. Sustain Dev 31(1):393–414
Ribeiro EDC, Wang B (2019) Tourism led growth hypothesis: has the tourism industry an impact on the economic growth of Sao Tome and Principe? Int J Econ Financ Issues 10(2):180–185
Sarpong KA, Xu W, Gyamfi BA, Ofori EK (2023) A step towards carbon neutrality in E7: The role of environmental taxes, structural change, and green energy. J Environ Manage 337:117556–117556
Sarpong SY, Bein MA, Gyamfi BA, Sarkodie SA (2020) The impact of tourism arrivals, tourism receipts and renewable energy consumption on quality of life: a panel study of Southern African region. Heliyon 6
Sghaier A, Guizani A, Jabeur SB, Nurunnabi M (2019) Tourism development, energy consumption and environmental quality in Tunisia, Egypt and Morocco: a trivariate analysis. GeoJournal 84(3):593–609
Shaheen K, Zaman K, Batool R, Khurshid MA, Aamir A, Shoukry AM, ... Gani S (2019) Dynamic linkages between tourism, energy, environment, and economic growth: evidence from top 10 tourism-induced countries. Environ Sci Pollut Res 26:31273–31283
Shahzad SJH, Shahbaz M, Ferrer R, Kumar RR (2017) Tourism-led growth hypothesis in the top ten tourist destinations: new evidence using the quantile-on quantile approach. Tour Manage 60(2):223–232
Soytas U, Sari R (2006) Energy consumption and income in G-7 countries. J Policy Model 28(7):739–750
Stamatiou P (2022) Modelling electricity consumption for growth in an open economy. Int J Energy Econ Policy 12(2):154–163
Stamatiou P, Dritsakis N (2019) Causality among Co2 emissions, energy consumption and economic growth in Italy. Int J Comput Econ Econ 9(4):268–286
Statista (2023) Market size of the tourism sector worldwide from 2013 to 2022, with a forecast for 2023 (in billion U.S. dollars), Statista Research Department. United States
Suryandaru R (2020) Measuring tourism-led growth hypothesis in Indonesia. Int J Cult Tour Hosp Res 14(1):295–300
Syed QR, Bouri E (2021) Impact of economic policy uncertainty on CO2 emissions in the US: Evidence from bootstrap ARDL approach. J Public Aff 22(3):e2595
Tang CF, Tan EC (2015) Does tourism effectively stimulate Malaysia’s economic growth? Tour Manage 46(2):158–163
Tang CF, Tiwari AK, Shahbaz M (2016) Dynamic inter-relationships among tourism, economic growth and energy consumption in India. Geosystem Eng 19(4):158–169
Thuy DDT, Thu HGT (2023) Tourism with energy production and consumption in the red river delta. Int J Energy Econ Policy 13(1):501
Trull O, Peiro-Signes A, Carlos García-Díaz J (2019) Electricity forecasting in a destination using tourism indicators. Sustainability 11:1–16
Ullah S, Adebayo TS, Irfan M, Abbas S (2023) Environmental quality and energy transition prospects for G-7 economies: the prominence of environment-related ICT innovations, financial and human development. J Environ Manage 342:118120
United Nations World Tourism Organization (2020) Tourism market trends — Africa. UNWTO, Madrid
Wang J, Ma F, Bouri E, Zhong J (2022) Volatility of clean energy and natural gas, uncertainty indices, and global economic conditions. Energy Econ 108:105904
Wu T-P, Wu H-C (2018) The causal nexus between international tourism and economic development. Tour Anal 23(2):17–29
Yorucu V, Mehmet O (2015) Modeling energy consumption for growth in an open economy: ARDL and causality analysis for Turkey. Int J Green Energy 12:1197–1205
Author information
Authors and Affiliations
Contributions
Ahmed Oluwatobi ADEKUNLE: Conceptualization draft, formal analysis, methodology
Festus Victor Bekun: Conceptualization draft, investigation, and data curation
Adedeji Daniel GBADEBO: Writing—original draft
Abdulkareem ALHASSAN: Writing
Joseph Olorunfemi AKANDE: Original writing
Yusma Mohamed Yusoff: Supervision and proofreading
Corresponding author
Ethics declarations
Ethical approval
Not applicable.
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
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Bekun, F.V., Adekunle, A.O., Gbadebo, A.D. et al. Sustainable electricity consumption in South Africa: the impacts of tourism and economic growth. Environ Sci Pollut Res 30, 96301–96311 (2023). https://doi.org/10.1007/s11356-023-28856-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-023-28856-4