IDEAS home Printed from https://ideas.repec.org/a/eco/journ2/2023-05-14.html
   My bibliography  Save this article

Exploring the Factors behind Renewable Energy Consumption in Indonesia: Analyzing the Impact of Corruption and Innovation using ARDL Model

Author

Listed:
  • Liton Chandra Voumik

    (Department of Economics, Noakhali Science and Technology University, Noakhali 3814, Bangladesh,)

  • Salma Akter

    (Department of Economics, Noakhali Science and Technology University, Noakhali 3814, Bangladesh,)

  • Mohammad Ridwan

    (Department of Economics, Noakhali Science and Technology University, Noakhali 3814, Bangladesh,)

  • Abdul Rahim Ridzuan

    (Faculty of Business and Management, Universiti Teknologi MARA, Melaka Campus, Alor Gajah 78000, Malaysia; & Institute for Big Data Analytics and Artificial Intelligence, Universiti Teknologi MARA, Shah Alam 40450, Malaysia; & Centre for Economic Development and Policy, Universiti Malaysia Sabah, Kota Kinabalu 88400, Malaysia; & Institute for Research on Socio Economic Policy, Universiti Teknologi MARA, Shah Alam 40450, Malaysia; & Accounting Research Institute, Universiti Teknologi MARA, Shah Alam, 40450, Malaysia)

  • Amin Pujiati

    (Faculty of Economics and Business, Universitas Negeri Semarang, 50229 Indonesia,)

  • Bestari Dwi Handayani

    (Faculty of Economics and Business, Universitas Negeri Semarang, 50229 Indonesia,)

  • J. S. Keshminder

    (Faculty of Business and Management, Universiti Teknologi MARA Cawangan Selangor, 42300 Bandar Puncak Alam, Malaysia.)

  • Mohamad Idham Md Razak

    (Faculty of Business and Management, Universiti Teknologi MARA, Melaka Campus, Alor Gajah 78000, Malaysia,)

Abstract

The study examines the relationship between corruption, innovation, and renewable energy consumption in Indonesia using the Marshalian Demand Function (MDF) framework. The research analyzes data from 1984 to 2020 and applies several statistical tests to validate the model's accuracy. The Autoregressive Distributed Lag (ARDL) approach is applied to evaluate the long and short-term effects of several variables on renewable energy consumption. The study finds that economic growth, number of patents, and FDI positively impact renewable energy consumption in the long term, while urbanization has a negative impact. Trade openness has no long-term impact on renewable energy consumption. In the short term, FDI, corruption, and the number of patents were found to have a significant negative association with renewable energy consumption, while GDP had a significant positive correlation. Diagnostic tests validate the model's suitability and ensure that it lacks heteroscedasticity and serial correlation. The study emphasizes the importance of encouraging renewable energy consumption and addressing the problems of urbanization and corruption in Indonesia to achieve a more sustainable and energy-efficient future.

Suggested Citation

  • Liton Chandra Voumik & Salma Akter & Mohammad Ridwan & Abdul Rahim Ridzuan & Amin Pujiati & Bestari Dwi Handayani & J. S. Keshminder & Mohamad Idham Md Razak, 2023. "Exploring the Factors behind Renewable Energy Consumption in Indonesia: Analyzing the Impact of Corruption and Innovation using ARDL Model," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 115-125, September.
  • Handle: RePEc:eco:journ2:2023-05-14
    as

    Download full text from publisher

    File URL: https://www.econjournals.com/index.php/ijeep/article/download/14530/7455
    Download Restriction: no

    File URL: https://www.econjournals.com/index.php/ijeep/article/view/14530
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Chaiyaset Promsri, 2018. "The Influence of External Locus of Control on Life Stress: Evidence from Graduate Students in Thailand," International Journal of Social Sciences Perspectives, Online Academic Press, vol. 3(1), pages 38-41.
    2. Xueqing Kang & Farman Ullah Khan & Raza Ullah & Muhammad Arif & Shams Ur Rehman & Farid Ullah, 2021. "Does Foreign Direct Investment Influence Renewable Energy Consumption? Empirical Evidence from South Asian Countries," Energies, MDPI, vol. 14(12), pages 1-15, June.
    3. Djoko Roespinoedji & Sri Juniati & Hafnida Hasan & Nasir Abdul Jalil & Mohd Farid Shamsudin, 2019. "Experimenting the Long-Haul Association between Components of Consuming Renewable Energy: ARDL Method with Special Reference to Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 9(6), pages 453-460.
    4. Ang, James B., 2011. "Financial development, liberalization and technological deepening," European Economic Review, Elsevier, vol. 55(5), pages 688-701, June.
    5. Breusch, T S, 1978. "Testing for Autocorrelation in Dynamic Linear Models," Australian Economic Papers, Wiley Blackwell, vol. 17(31), pages 334-355, December.
    6. Bakirtas, Tahsin & Akpolat, Ahmet Gokce, 2018. "The relationship between energy consumption, urbanization, and economic growth in new emerging-market countries," Energy, Elsevier, vol. 147(C), pages 110-121.
    7. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    8. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    9. Jan Polcyn & Liton Chandra Voumik & Mohammad Ridwan & Samrat Ray & Viktoriia Vovk, 2023. "Evaluating the Influences of Health Expenditure, Energy Consumption, and Environmental Pollution on Life Expectancy in Asia," IJERPH, MDPI, vol. 20(5), pages 1-18, February.
    10. Temitayo B. Majekodunmi & Mohd Shahidan Shaari & Nor Fadzilah Zainal & Nor Hidayah Harun & Abdul Rahim Ridzuan & Noorazeela Zainol Abidin & Nur Hayati Abd Rahman, 2023. "Gas Consumption as a Key for Low Carbon State and its Impact on Economic Growth in Malaysia: ARDL Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 469-477, May.
    11. Aliyu, Mohammed Aminu, 2005. "Foreign Direct Investment and the Environment: Pollution Haven Hypothesis Revisted," Conference papers 331376, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    12. Ghimire, Laxman Prasad & Kim, Yeonbae, 2018. "An analysis on barriers to renewable energy development in the context of Nepal using AHP," Renewable Energy, Elsevier, vol. 129(PA), pages 446-456.
    13. Nora Yusma Mohamed Yusoff & Abdul Rahim Ridzuan & Thomas Soseco & Wahjoedi & Bagus Shandy Narmaditya & Lim Chee Ann, 2023. "Comprehensive Outlook on Macroeconomic Determinants for Renewable Energy in Malaysia," Sustainability, MDPI, vol. 15(5), pages 1-15, February.
    14. Thierry Verdier & Daron Acemoglu, 2000. "The Choice between Market Failures and Corruption," American Economic Review, American Economic Association, vol. 90(1), pages 194-211, March.
    15. Chang, Ting-Huan & Huang, Chien-Ming & Lee, Ming-Chih, 2009. "Threshold effect of the economic growth rate on the renewable energy development from a change in energy price: Evidence from OECD countries," Energy Policy, Elsevier, vol. 37(12), pages 5796-5802, December.
    16. Liton Chandra Voumik & Md. Azharul Islam & Samrat Ray & Nora Yusma Mohamed Yusop & Abdul Rahim Ridzuan, 2023. "CO 2 Emissions from Renewable and Non-Renewable Electricity Generation Sources in the G7 Countries: Static and Dynamic Panel Assessment," Energies, MDPI, vol. 16(3), pages 1-14, January.
    17. Godfrey, Leslie G, 1978. "Testing against General Autoregressive and Moving Average Error Models When the Regressors Include Lagged Dependent Variables," Econometrica, Econometric Society, vol. 46(6), pages 1293-1301, November.
    18. Sadorsky, Perry, 2014. "The effect of urbanization on CO2 emissions in emerging economies," Energy Economics, Elsevier, vol. 41(C), pages 147-153.
    19. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    20. Salim, Ruhul A. & Shafiei, Sahar, 2014. "Urbanization and renewable and non-renewable energy consumption in OECD countries: An empirical analysis," Economic Modelling, Elsevier, vol. 38(C), pages 581-591.
    21. Komendantova, Nadejda & Neumueller, Sonata & Nkoana, Elvis, 2021. "Public attitudes, co-production and polycentric governance in energy policy," Energy Policy, Elsevier, vol. 153(C).
    22. Abdul Rahim Ridzuan & Aliashim Albani & Abdul Rais Abdul Latiff & Mohamad Idham Md Razak & Mohd Haziq Murshidi, 2020. "The Impact of Energy Consumption based on Fossil Fuel and Hydroelectricity Generation towards Pollution in Malaysia, Indonesia and Thailand," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 215-227.
    23. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    24. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    25. Doytch, Nadia & Narayan, Seema, 2016. "Does FDI influence renewable energy consumption? An analysis of sectoral FDI impact on renewable and non-renewable industrial energy consumption," Energy Economics, Elsevier, vol. 54(C), pages 291-301.
    26. Sharma, Rajesh & Shahbaz, Muhammad & Kautish, Pradeep & Vo, Xuan Vinh, 2021. "Analyzing the impact of export diversification and technological innovation on renewable energy consumption: Evidences from BRICS nations," Renewable Energy, Elsevier, vol. 178(C), pages 1034-1045.
    27. Li, Jinkai & Omoju, Oluwasola E. & Zhang, Jin & Ikhide, Emily E. & Lu, Gang & Lawal, Adedoyin I. & Ozue, Vivian A., 2020. "Does Intellectual Property Rights Protection Constitute A Barrier To Renewable Energy? An Econometric Analysis," National Institute Economic Review, National Institute of Economic and Social Research, vol. 251, pages 37-46, February.
    28. Wu-Shun Tee & Lee Chin & Abdul Samad Abdul-Rahim, 2021. "Determinants of Renewable Energy Production: Do Intellectual Property Rights Matter?," Energies, MDPI, vol. 14(18), pages 1-15, September.
    29. Chung, Sunghoon, 2014. "Environmental regulation and foreign direct investment: Evidence from South Korea," Journal of Development Economics, Elsevier, vol. 108(C), pages 222-236.
    30. Chien, Taichen & Hu, Jin-Li, 2008. "Renewable energy: An efficient mechanism to improve GDP," Energy Policy, Elsevier, vol. 36(8), pages 3035-3042, August.
    31. Mohd Shahidan Shaari & Wen Chiat Lee & Abdul Rahim Ridzuan & Evan Lau & Faiz Masnan, 2022. "The Impacts of Energy Consumption by Sector and Foreign Direct Investment on CO 2 Emissions in Malaysia," Sustainability, MDPI, vol. 14(23), pages 1-15, November.
    32. Abdul Rahim Ridzuan & Nor Asmat Ismail & Abdul Fatah Che Hamat, 2017. "Does Foreign Direct Investment Successfully Lead to Sustainable Development in Singapore?," Economies, MDPI, vol. 5(3), pages 1-20, August.
    33. Md. Hasanur Rahman & Liton Chandra Voumik & Md. Jamsedul Islam & Md. Abdul Halim & Miguel Angel Esquivias, 2022. "Economic Growth, Energy Mix, and Tourism-Induced EKC Hypothesis: Evidence from Top Ten Tourist Destinations," Sustainability, MDPI, vol. 14(24), pages 1-16, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sanati, Youssef, 2019. "Der Wirtschaftsstandort Iran zwischen Förderung und Sanktion: Eine ARDL-modellbasierte Analyse ausländischer Investitionen," Arbeitspapiere 186, University of Münster, Institute for Cooperatives.
    2. Nnaemeka Vincent Emodi & Taha Chaiechi & ABM Rabiul Alam Beg, 2018. "The impact of climate change on electricity demand in Australia," Energy & Environment, , vol. 29(7), pages 1263-1297, November.
    3. Temitayo B. Majekodunmi & Mohd Shahidan Shaari & Nor Fadzilah Zainal & Nor Hidayah Harun & Abdul Rahim Ridzuan & Noorazeela Zainol Abidin & Nur Hayati Abd Rahman, 2023. "Gas Consumption as a Key for Low Carbon State and its Impact on Economic Growth in Malaysia: ARDL Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 13(3), pages 469-477, May.
    4. Afia Fahmida Daizy & Mobasshir Anjum & Md. Raied Arman & Tanzina Nazia & Nadir Shah, 2021. "Long-run Impact of Globalization, Agriculture, Industrialization and Electricity Consumption on the Environmental Quality of Bangladesh," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 438-453.
    5. Nora Yusma Mohamed Yusoff & Abdul Rahim Ridzuan & Thomas Soseco & Wahjoedi & Bagus Shandy Narmaditya & Lim Chee Ann, 2023. "Comprehensive Outlook on Macroeconomic Determinants for Renewable Energy in Malaysia," Sustainability, MDPI, vol. 15(5), pages 1-15, February.
    6. Zamanipour, Behzad & Ghadaksaz, Hesam & Keppo, Ilkka & Saboohi, Yadollah, 2023. "Electricity supply and demand dynamics in Iran considering climate change-induced stresses," Energy, Elsevier, vol. 263(PE).
    7. Le Hoang Phong & Dang Thi Bach Van & Ho Hoang Gia Bao, 2018. "The Role of Globalization on CO2 Emission in Vietnam Incorporating Industrialization, Urbanization, GDP per Capita and Energy Use," International Journal of Energy Economics and Policy, Econjournals, vol. 8(6), pages 275-283.
    8. Zheng, Yan & Zhou, Min & Wen, Fenghua, 2021. "Asymmetric effects of oil shocks on carbon allowance price: Evidence from China," Energy Economics, Elsevier, vol. 97(C).
    9. Palesa Milliscent Lefatsa & Kin Sibanda & Rufaro Garidzirai, 2021. "The Relationship between Financial Development and Energy Consumption in South Africa," Economies, MDPI, vol. 9(4), pages 1-21, October.
    10. Niaz Morshed & Mohammad Razib Hossain, 2022. "Causality analysis of the determinants of FDI in Bangladesh: fresh evidence from VAR, VECM and Granger causality approach," SN Business & Economics, Springer, vol. 2(7), pages 1-28, July.
    11. Siddhartha Pradeep, 2022. "Role of monetary policy on CO2 emissions in India," SN Business & Economics, Springer, vol. 2(1), pages 1-33, January.
    12. Clement Moyo & Hlalefang Khobai & Nwabisa Kolisi & Zizipho Mbeki, 2018. "Financial develpoment and economic growth in Brazil: A non-linear ARDL approach," Working Papers 1811, Department of Economics, Nelson Mandela University, revised Mar 2018.
    13. Roberto Martínez-Espiñeira, 2007. "An Estimation of Residential Water Demand Using Co-Integration and Error Correction Techniques," Journal of Applied Economics, Taylor & Francis Journals, vol. 10(1), pages 161-184, May.
    14. Kentaka Aruga & Md. Monirul Islam & Arifa Jannat, 2022. "Effects of the State of Emergency during the COVID-19 Pandemic on Tokyo Vegetable Markets," Sustainability, MDPI, vol. 14(15), pages 1-16, August.
    15. Renáta Pitoňáková, 2018. "Private Sector Savings," DANUBE: Law and Economics Review, European Association Comenius - EACO, issue 1, pages 1-17, March.
    16. Hlalefang Khobai & Nwabisa Kolisi & Clement Moyo & Izunna Anyikwa & Siyasanga Dingela, 2020. "Renewable Energy Consumption and Unemployment in South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 10(2), pages 170-178.
    17. Filip Kokotovic & Petar Kurecic & Trina Mjeda, 2019. "Accomplishing the Sustainable Development Goal 13 - Climate Action and the Role of the European Union," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 17(1-B), pages 132-145.
    18. Hlalefang Khobai & Nwabisa Kolisi & Clement Moyo, 2018. "The Relationship Between Trade Openness and Economic Growth: The Case of Ghana and Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 8(1), pages 77-82.
    19. Muhammad Shafiullah & Sajid M. Chaudhry & Muhammad Shahbaz & Juan C. Reboredo, 2021. "Quantile causality and dependence between crude oil and precious metal prices," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 6264-6280, October.
    20. Suyi Kim, 2020. "The Effects of Foreign Direct Investment, Economic Growth, Industrial Structure, Renewable and Nuclear Energy, and Urbanization on Korean Greenhouse Gas Emissions," Sustainability, MDPI, vol. 12(4), pages 1-14, February.

    More about this item

    Keywords

    renewable energy; corruption; innovation; ARDL model;
    All these keywords.

    JEL classification:

    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eco:journ2:2023-05-14. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ilhan Ozturk (email available below). General contact details of provider: http://www.econjournals.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.