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Econometric Prediction on the Effects of Financial Development and Trade Openness on the German Energy Consumption: A Startling Revelation

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  • Abdulkadir Abdulrashid Rafindadi

    (Department of Economics, Usmanu Danfodiyo University, Sokoto, Nigeria.)

Abstract

This study aims to predict the effects of financial development and Trade openness on the German energy consumption. To ensure this, the study used time series data from 1970- 2013. Following to this, the Zivot-Andrew structural break unit root test, the Bayer-Hank combined cointegration test, the ARDL bounds test and the VECM Granger causality test were applied. The findings of the study confirmed the existence of cointegration among the variables. As a result, the study discovered that economic growth adds to energy demand in Germany. Surprisingly, financial development, capital use and Trade openness were found to decline energy demand. It was discovered that a 1% increase in economic growth influence energy consumption by 2.1053%., while a 1% increase in financial development, capital use and Trade openness decrease energy consumption by 0.1863%, 0.9269%, 0.2091% respectively. The causality analysis reveals the existence of feedback effect between financial development and energy consumption and same inference was found to exist between trade openness and energy consumption. The results of the Granger causality analysis reveal that economic growth Granger-cause energy consumption, financial development, capital use and trade openness in Germany. In the light of this, the study advocates for a continued investment effort in renewable energy and the adoption of those policies and strategies that will promote the use of green technologies at the industrial level. While at the household level, investment should be encouraged in the appropriate energy infrastructure that could assist with the simultaneous satisfaction of efficient energy usage.

Suggested Citation

  • Abdulkadir Abdulrashid Rafindadi, 2015. "Econometric Prediction on the Effects of Financial Development and Trade Openness on the German Energy Consumption: A Startling Revelation," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 182-196.
  • Handle: RePEc:eco:journ2:2015-01-15
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    as
    1. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    2. Apergis, Nicholas & Tang, Chor Foon, 2013. "Is the energy-led growth hypothesis valid? New evidence from a sample of 85 countries," Energy Economics, Elsevier, vol. 38(C), pages 24-31.
    3. Jamal BOUOIYOUR & Refk SELMI & Ilhan OZTURK, 2014. "The Nexus between Electricity Consumption and Economic Growth: New Insights from Meta-Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 4(4), pages 621-635.
    4. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    5. Karanfil, Fatih, 2009. "How many times again will we examine the energy-income nexus using a limited range of traditional econometric tools?," Energy Policy, Elsevier, vol. 37(4), pages 1191-1194, April.
    6. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    7. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    8. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    9. Pesavento, Elena, 2004. "Analytical evaluation of the power of tests for the absence of cointegration," Journal of Econometrics, Elsevier, vol. 122(2), pages 349-384, October.
    10. Rafindadi, Abdulkadir Abdulrashid, 2016. "Does the need for economic growth influence energy consumption and CO2 emissions in Nigeria? Evidence from the innovation accounting test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1209-1225.
    11. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    12. Abdulkadir Abdulrashid Rafindadi, 2015. "Could the Expanding Economic Growth and Trade Openness of the United Kingdom Pose a Threat to its Existing Energy Predicaments?," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 121-137.
    13. 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.
    14. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    15. Janesh Sami, 2011. "Multivariate Cointegration and Causality between Exports, Electricity Consumption and Real Income per Capita: Recent Evidence from Japan," International Journal of Energy Economics and Policy, Econjournals, vol. 1(3), pages 59-68, November.
    16. Christian Bayer & Christoph Hanck, 2013. "Combining non-cointegration tests," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(1), pages 83-95, January.
    17. Sadorsky, Perry, 2010. "The impact of financial development on energy consumption in emerging economies," Energy Policy, Elsevier, vol. 38(5), pages 2528-2535, May.
    18. Halil Alt ntas & Melike Kum, 2013. "Multivariate Granger Causality between Electricity Generation, Exports, Prices and Economic Growth in Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 3(Special), pages 41-51.
    19. Narayan, Paresh Kumar & Smyth, Russell, 2005. "Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests," Energy Policy, Elsevier, vol. 33(9), pages 1109-1116, June.
    20. Sadorsky, Perry, 2011. "Trade and energy consumption in the Middle East," Energy Economics, Elsevier, vol. 33(5), pages 739-749, September.
    21. Peter Boswijk, H., 1994. "Testing for an unstable root in conditional and structural error correction models," Journal of Econometrics, Elsevier, vol. 63(1), pages 37-60, July.
    22. Okyay U an & Ebru Ar c o lu & Fatih Y cel, 2014. "Energy Consumption and Economic Growth Nexus: Evidence from Developed Countries in Europe," International Journal of Energy Economics and Policy, Econjournals, vol. 4(3), pages 411-419.
    23. Narayan, Paresh Kumar & Smyth, Russell, 2009. "Multivariate granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries," Energy Policy, Elsevier, vol. 37(1), pages 229-236, January.
    24. Ferguson, Ross & Wilkinson, William & Hill, Robert, 2000. "Electricity use and economic development," Energy Policy, Elsevier, vol. 28(13), pages 923-934, November.
    25. Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
    26. Philip Kofi Adom, 2011. "Electricity Consumption-Economic Growth Nexus: The Ghanaian Case," International Journal of Energy Economics and Policy, Econjournals, vol. 1(1), pages 18-31, June.
    27. Lean, Hooi Hooi & Smyth, Russell, 2010. "On the dynamics of aggregate output, electricity consumption and exports in Malaysia: Evidence from multivariate Granger causality tests," Applied Energy, Elsevier, vol. 87(6), pages 1963-1971, June.
    28. Dedeoğlu, Dinçer & Kaya, Hüseyin, 2013. "Energy use, exports, imports and GDP: New evidence from the OECD countries," Energy Policy, Elsevier, vol. 57(C), pages 469-476.
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    7. Salisu, Afees A. & Ogbonna, Ahamuefula E., 2019. "Another look at the energy-growth nexus: New insights from MIDAS regressions," Energy, Elsevier, vol. 174(C), pages 69-84.
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    9. Mehmet Toptas, 2015. "Determining the Underlying Reasons of License Termination and Cancellation Associated with Local Power Production in Turkey," International Journal of Energy Economics and Policy, Econjournals, vol. 5(2), pages 468-474.
    10. Abdulkadir Abdulrashid Rafindadi & Almustapha A Aliyu, 2017. "Growing the Growth of the Ghanaian Economy: Is the Function of the Countrys Financial Development of Any Significance?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(2), pages 206-221, February.
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    12. Rafindadi, Abdulkadir Abdulrashid, 2016. "Does the need for economic growth influence energy consumption and CO2 emissions in Nigeria? Evidence from the innovation accounting test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1209-1225.
    13. Rafindadi, Abdulkadir Abdulrashid & Ozturk, Ilhan, 2017. "Impacts of renewable energy consumption on the German economic growth: Evidence from combined cointegration test," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1130-1141.
    14. Hasan Gungor & Angela Uzoamaka Simon, 2017. "Energy Consumption, Finance and Growth: The Role of Urbanization and Industrialization in South Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 7(3), pages 268-276.
    15. Abdulkadir Abdulrashid Rafindadi, 2015. "Could the Expanding Economic Growth and Trade Openness of the United Kingdom Pose a Threat to its Existing Energy Predicaments?," International Journal of Energy Economics and Policy, Econjournals, vol. 5(1), pages 121-137.
    16. Rafindadi, Abdulkadir Abdulrashid & Ozturk, Ilhan, 2015. "Natural gas consumption and economic growth nexus: Is the 10th Malaysian plan attainable within the limits of its resource?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 1221-1232.
    17. Hafezali Iqbal Hussain & Beata Slusarczyk & Fakarudin Kamarudin & Hassanudin Mohd Thas Thaker & Katarzyna Szczepańska-Woszczyna, 2020. "An Investigation of an Adaptive Neuro-Fuzzy Inference System to Predict the Relationship among Energy Intensity, Globalization, and Financial Development in Major ASEAN Economies," Energies, MDPI, vol. 13(4), pages 1-17, February.

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    More about this item

    Keywords

    Economic Growth; Financial Development; Trade; Energy; Germany;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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