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Is There Really Granger Causality Between Energy Use and Output?

Citations

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Stern and Enflo, Energy Economics
    by David Stern in Stochastic Trend on 2013-05-05 13:17:00
  2. Global Energy Use: Decoupling or Convergence?
    by noreply@blogger.com (David Stern) in Stochastic Trend on 2014-12-17 04:46:00
  3. The Extent and Consequences of P-Hacking in Science
    by noreply@blogger.com (David Stern) in Stochastic Trend on 2015-08-09 08:34:00
  4. Wrapping up ARC DP12 Project
    by noreply@blogger.com (David Stern) in Stochastic Trend on 2015-11-15 17:15:00

Citations

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Cited by:

  1. Smyth, Russell & Narayan, Paresh Kumar, 2015. "Applied econometrics and implications for energy economics research," Energy Economics, Elsevier, vol. 50(C), pages 351-358.
  2. Bruns, Stephan B. & Moneta, Alessio & Stern, David I., 2021. "Estimating the economy-wide rebound effect using empirically identified structural vector autoregressions," Energy Economics, Elsevier, vol. 97(C).
  3. Sorrell, Steve, 2015. "Reducing energy demand: A review of issues, challenges and approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 74-82.
  4. Julius Frieling & Reinhard Madlener, 2017. "Fueling the US Economy: Energy as a Production Factor from the Great Depression until Today," FCN Working Papers 2/2017, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  5. repec:aen:journl:ej38-3-jamasb is not listed on IDEAS
  6. Santos, João & Domingos, Tiago & Sousa, Tânia & St. Aubyn, Miguel, 2018. "Useful Exergy Is Key in Obtaining Plausible Aggregate Production Functions and Recognizing the Role of Energy in Economic Growth: Portugal 1960–2009," Ecological Economics, Elsevier, vol. 148(C), pages 103-120.
  7. Mahalik, Mantu Kumar & Babu, M. Suresh & Loganathan, Nanthakumar & Shahbaz, Muhammad, 2017. "Does financial development intensify energy consumption in Saudi Arabia?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 1022-1034.
  8. Best, Rohan & Burke, Paul J., 2018. "Electricity availability: A precondition for faster economic growth?," Energy Economics, Elsevier, vol. 74(C), pages 321-329.
  9. Wilko Rohlfs & Reinhard Madlener, 2013. "Challenges in the Evaluation of Ultra-Long-Lived Projects: Risk Premia for Projects with Eternal Returns or Costs," FCN Working Papers 13/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
  10. C. Seri & A. de Juan Fernandez, 2021. "The relationship between economic growth and environment. Testing the EKC hypothesis for Latin American countries," Papers 2105.11405, arXiv.org.
  11. A. Fronzetti Colladon & F. Grippa & B. Guardabascio & G. Costante & F. Ravazzolo, 2021. "Forecasting consumer confidence through semantic network analysis of online news," Papers 2105.04900, arXiv.org, revised Jul 2023.
  12. Center for Study of Science, Technology and Policy CSTEP, 2017. "A Sustainable Development Framework for India’s Climate Policy: Interim Report," Working Papers id:12016, eSocialSciences.
  13. Andreas Makoto Hein & Jean-Baptiste Rudelle, 2020. "Energy Limits to the Gross Domestic Product on Earth," Working Papers hal-02570677, HAL.
  14. Gechert, Sebastian & Mey, Bianka & Prante, Franz & Schäfer, Teresa, 2025. "The Price Elasticity of Heating and Cooling Energy Demand," OSF Preprints 4sjy5_v2, Center for Open Science.
  15. Destek, Mehmet Akif, 2016. "Renewable energy consumption and economic growth in newly industrialized countries: Evidence from asymmetric causality test," Renewable Energy, Elsevier, vol. 95(C), pages 478-484.
  16. Stephan B. Bruns & David I. Stern, 2019. "Lag length selection and p-hacking in Granger causality testing: prevalence and performance of meta-regression models," Empirical Economics, Springer, vol. 56(3), pages 797-830, March.
  17. Herrmann-Pillath, Carsten, 2015. "Energy, growth, and evolution: Towards a naturalistic ontology of economics," Ecological Economics, Elsevier, vol. 119(C), pages 432-442.
  18. Zsuzsanna Csereklyei & M. d. Mar Rubio-Varas & David I. Stern, 2016. "Energy and Economic Growth: The Stylized Facts," The Energy Journal, , vol. 37(2), pages 223-256, April.
  19. Johanna CHOUMERT & Pascale COMBES MOTEL & Charlain GUEGANG DJIMELI, 2017. "The biofuel-development nexus: A meta-analysis," Working Papers 201709, CERDI.
  20. Solomon P. Nathaniel & Festus V. Bekun, 2020. "Electricity Consumption, Urbanization and Economic Growth in Nigeria: New Insights from Combined Cointegration amidst Structural Breaks," Working Papers 20/013, European Xtramile Centre of African Studies (EXCAS).
  21. Janda, Karel & Torkhani, Marouan, 2016. "Energy, carbon, and economic growth: Brief literature review," MPRA Paper 75439, University Library of Munich, Germany.
  22. Soumyananda Dinda, 2018. "Production technology and carbon emission: long-run relation with short-run dynamics," Journal of Applied Economics, Taylor & Francis Journals, vol. 21(1), pages 106-121, January.
  23. Azam, Muhammad & Khan, Abdul Qayyum & Bakhtyar, B. & Emirullah, Chandra, 2015. "The causal relationship between energy consumption and economic growth in the ASEAN-5 countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 732-745.
  24. Bercegol, Hervé, 2025. "An equation for global energy efficiency gains in the long-run," Ecological Economics, Elsevier, vol. 236(C).
  25. Entorf, Horst & Hou, Jia, 2018. "Financial Education for the Disadvantaged? A Review," IZA Discussion Papers 11515, IZA Network @ LISER.
  26. Bruns, Stephan B. & Gross, Christian, 2013. "What if energy time series are not independent? Implications for energy-GDP causality analysis," Energy Economics, Elsevier, vol. 40(C), pages 753-759.
  27. Getachew Jenber Feleke & Prof. Jiong Gong, 2022. "Impact of Information Communication Technology Infrastructure and Energy on Industrial Value-added Growth of Africa," International Journal of Science and Business, IJSAB International, vol. 13(1), pages 45-61.
  28. Bildirici, Melike E. & Bakirtas, Tahsin, 2014. "The relationship among oil, natural gas and coal consumption and economic growth in BRICTS (Brazil, Russian, India, China, Turkey and South Africa) countries," Energy, Elsevier, vol. 65(C), pages 134-144.
  29. Huiru Zhao & Haoran Zhao & Xiaoyu Han & Zhonghua He & Sen Guo, 2016. "Economic Growth, Electricity Consumption, Labor Force and Capital Input: A More Comprehensive Analysis on North China Using Panel Data," Energies, MDPI, vol. 9(11), pages 1-21, October.
  30. repec:aen:journl:ej35-4-05 is not listed on IDEAS
  31. Akram, Rabia & Chen, Fuzhong & Khalid, Fahad & Huang, Guanhua & Irfan, Muhammad, 2021. "Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis," Energy, Elsevier, vol. 215(PB).
  32. Muhammad Shahbaz & Mita Bhattacharya & Khalid Ahmed, 2015. "Growth-Globalisation-Emissions Nexus: The Role of Population in Australia," Monash Economics Working Papers 23-15, Monash University, Department of Economics.
  33. Shahbaz, Muhammad, 2017. "Current Issues in Time-Series Analysis for the Energy-Growth Nexus; Asymmetries and Nonlinearities Case Study: Pakistan," MPRA Paper 82221, University Library of Munich, Germany, revised 19 Oct 2017.
  34. Ioana Viașu, 2015. "The long-term causality. A comparative study for some EU countries," Computational Methods in Social Sciences (CMSS), "Nicolae Titulescu" University of Bucharest, Faculty of Economic Sciences, vol. 3(2), pages 28-35, December.
  35. Juergen Amann & Paul Middleditch, 2017. "Growth in a time of austerity: evidence from the UK," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(4), pages 349-375, September.
  36. Azam, Muhammad & Khan, Abdul Qayyum & Zaman, Khalid & Ahmad, Mehboob, 2015. "Factors determining energy consumption: Evidence from Indonesia, Malaysia and Thailand," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1123-1131.
  37. repec:aen:journl:ej37-2-stern is not listed on IDEAS
  38. Csereklyei, Zsuzsanna & Stern, David I., 2015. "Global energy use: Decoupling or convergence?," Energy Economics, Elsevier, vol. 51(C), pages 633-641.
  39. Bruns, Stephan B. & König, Johannes & Stern, David I., 2019. "Replication and robustness analysis of ‘energy and economic growth in the USA: A multivariate approach’," Energy Economics, Elsevier, vol. 82(C), pages 100-113.
  40. Benjamin Leiva & Mar Rubio-Varas, 2020. "The Energy and Gross Domestic Product Causality Nexus in Latin America 1900-2010," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 423-435.
  41. Choumert Nkolo, Johanna & Combes Motel, Pascale & Guegang Djimeli, Charlain, 2018. "Income-generating Effects of Biofuel Policies: A Meta-analysis of the CGE Literature," Ecological Economics, Elsevier, vol. 147(C), pages 230-242.
  42. Kourtzidis, Stavros A. & Tzeremes, Panayiotis & Tzeremes, Nickolaos G., 2018. "Re-evaluating the energy consumption-economic growth nexus for the United States: An asymmetric threshold cointegration analysis," Energy, Elsevier, vol. 148(C), pages 537-545.
  43. Marcio Santetti, 2025. "The economy-wide rebound effect and U.S. business cycles: A time-varying exercise," Papers 2512.20765, arXiv.org.
  44. Sheilla Nyasha & Yvonne Gwenhure & Nicholas M Odhiambo, 2018. "Energy consumption and economic growth in Ethiopia: A dynamic causal linkage," Energy & Environment, , vol. 29(8), pages 1393-1412, December.
  45. Syed Zwick, Hélène & Syed, Sarfaraz Ali Shah & Liddle, Brantley & Lung, Sidney, 2017. "Disaggregated relationship between economic growth and energy use in OECD countries: Time-series and cross-country evidence," MPRA Paper 93271, University Library of Munich, Germany.
  46. Amine Lahiani & Ramzi Benkraiem & Anthony Miloudi & Muhammad Shahbaz, 2019. "New Evidence on the Relationship Between Crude Oil Consumption and Economic Growth in the US: A Quantile Causality and Cointegration Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(2), pages 397-420, June.
  47. Kyophilavong, Phouphet & Shahbaz, Muhammad & Anwar, Sabeen & Masood, Sameen, 2015. "The energy-growth nexus in Thailand: Does trade openness boost up energy consumption?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 265-274.
  48. Hao, Yu & Wang, Ling'ou & Zhu, Lingyun & Ye, Minjie, 2018. "The dynamic relationship between energy consumption, investment and economic growth in China's rural area: New evidence based on provincial panel data," Energy, Elsevier, vol. 154(C), pages 374-382.
  49. Matias Piaggio & Emilio Padilla & Carolina Roman, 2015. "The long-run relationshiop between C02 emissions and economic activity in a small open economy: Uruguay 1882-2010," Working Papers wpdea1506, Department of Applied Economics at Universitat Autonoma of Barcelona.
  50. Sallahuddin Hassan & Ismail Aliyu Danmaraya & Muhammad Rabiu Danlami, 2018. "Energy Consumption and Manufacturing Performance in Sub-Saharan Africa: Does Income Group Matters?," International Journal of Energy Economics and Policy, Econjournals, vol. 8(1), pages 175-180.
  51. C. Seri & A. de Juan Fernández, 2023. "CO2 emissions and income growth in Latin America: long-term patterns and determinants," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(5), pages 4491-4524, May.
  52. Khalid Ahmed & Agha Jahanzeb, 2021. "Does financial development spur environmental and energy‐related innovation in Brazil?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 1706-1723, April.
  53. Hao, Yu & Peng, Hui, 2017. "On the convergence in China's provincial per capita energy consumption: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 68(C), pages 31-43.
  54. Andreas M. Hein & Jean-Baptiste Rudelle, 2020. "Energy Limits to the Gross Domestic Product on Earth," Papers 2005.05244, arXiv.org.
  55. Stephan B. Bruns, 2013. "Identifying Genuine Effects in Observational Research by Means of Meta-Regressions," Jena Economics Research Papers 2013-040, Friedrich-Schiller-University Jena.
  56. Mohn, Klaus, 2016. "Undressing the emperor: A critical review of IEA’s WEO," UiS Working Papers in Economics and Finance 2016/6, University of Stavanger.
  57. Kander, Astrid & Stern, David I., 2014. "Economic growth and the transition from traditional to modern energy in Sweden," Energy Economics, Elsevier, vol. 46(C), pages 56-65.
  58. Muhammad Shakeel & Aziz Ahmed, 2021. "Economic growth, exports, and role of energy conservation: Evidence from panel co-integration-based causality models in South Asia," Energy & Environment, , vol. 32(1), pages 3-24, February.
  59. Azreen Benazir Abdullah Ahmed & Sakib Amin & Charles Harvie & Rabindra Nepal, 2021. "The Nexus Between Energy and Trade in South Asia: A Panel Analysis," Economic Papers, The Economic Society of Australia, vol. 40(2), pages 134-151, June.
  60. Matthew K. Heun & João Santos & Paul E. Brockway & Randall Pruim & Tiago Domingos & Marco Sakai, 2017. "From Theory to Econometrics to Energy Policy: Cautionary Tales for Policymaking Using Aggregate Production Functions," Energies, MDPI, vol. 10(2), pages 1-44, February.
  61. Mounir Belloumi & Atef Saad Alshehry, 2015. "Sustainable Energy Development in Saudi Arabia," Sustainability, MDPI, vol. 7(5), pages 1-18, April.
  62. George P. Papaioannou & Christos Dikaiakos & Christos Kaskouras & George Evangelidis & Fotios Georgakis, 2020. "Granger Causality Network Methods for Analyzing Cross-Border Electricity Trading between Greece, Italy, and Bulgaria," Energies, MDPI, vol. 13(4), pages 1-26, February.
  63. Esseghir, Asma & Haouaoui Khouni, Leila, 2014. "Economic growth, energy consumption and sustainable development: The case of the Union for the Mediterranean countries," Energy, Elsevier, vol. 71(C), pages 218-225.
  64. Liam Wagner & Ian Ross & John Foster & Ben Hankamer, 2016. "Trading Off Global Fuel Supply, CO 2 Emissions and Sustainable Development," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-17, March.
  65. Timilsina,Govinda R. & Hochman,Gal & Song,Ze, 2020. "Infrastructure, Economic Growth, and Poverty : A Review," Policy Research Working Paper Series 9258, The World Bank.
  66. Ahmed, Khalid & Bhattacharya, Mita & Qazi, Ahmer Qasim & Long, Wei, 2016. "Energy consumption in China and underlying factors in a changing landscape: Empirical evidence since the reform period," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 224-234.
  67. Sebri, Maamar, 2015. "Use renewables to be cleaner: Meta-analysis of the renewable energy consumption–economic growth nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 657-665.
  68. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
  69. Stephan B. Bruns & David I. Stern, 2015. "Meta-Granger causality testing," CAMA Working Papers 2015-22, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  70. World Bank Group, "undated". "Africa's Pulse, No. 17, April 2018," World Bank Publications - Reports 29667, The World Bank Group.
  71. Andrea Vaona, 2013. "Countervailing inequality effects of globalization and renewable energy generation in Argentina," Working Papers 12/2013, University of Verona, Department of Economics.
  72. Nino Fonseca & Marcelino Sánchez-Rivero, 2020. "Significance bias in the tourism-led growth literature," Tourism Economics, , vol. 26(1), pages 137-154, February.
  73. Shen, Yifan & Gu, Ziping & Abeysinghe, Tilak & Shi, Xunpeng, 2025. "Revisiting the impact of oil price shocks on macroeconomic performance: An international perspective," Economic Modelling, Elsevier, vol. 144(C).
  74. Savona, Maria & Ciarli, Tommaso, 2019. "Structural Changes and Sustainability. A Selected Review of the Empirical Evidence," Ecological Economics, Elsevier, vol. 159(C), pages 244-260.
  75. Yang, Honglin & Wang, Lin & Tian, Lixin, 2015. "Evolution of competition in energy alternative pathway and the influence of energy policy on economic growth," Energy, Elsevier, vol. 88(C), pages 223-233.
  76. Iyke, Bernard Njindan, 2015. "Electricity consumption and economic growth in Nigeria: A revisit of the energy-growth debate," Energy Economics, Elsevier, vol. 51(C), pages 166-176.
  77. Kotsompolis, Giorgos & Prelorentzos, Arsenios-Georgios N. & Xidonas, Panos & Konstantakis, Konstantinos N. & Michaelides, Panayotis G., 2025. "European financial markets, energy returns and geopolitical risk: A frequency domain spectral analysis," Energy Economics, Elsevier, vol. 150(C).
  78. Paul E. Brockway & Matthew K. Heun & João Santos & John R. Barrett, 2017. "Energy-Extended CES Aggregate Production: Current Aspects of Their Specification and Econometric Estimation," Energies, MDPI, vol. 10(2), pages 1-23, February.
  79. Emilian Dobrescu, 2013. "Updating the Romanian Economic Macromodel," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 5-31, December.
  80. Chen, Shaogang & Wang, Zizhe, 2025. "Modeling electricity demand in China based on macro and micro-level methods," Utilities Policy, Elsevier, vol. 96(C).
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  82. Tahir MAHMOOD* & Muhammed Tayyab AYAZ**, 2018. "Energy Security And Economic Growth In Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 28(1), pages 47-64.
  83. Bhattacharya, Mita & Rafiq, Shuddhasattwa & Lean, Hooi Hooi & Bhattacharya, Sankar, 2017. "The regulated coal sector and CO2 emissions in Indian growth process: Empirical evidence over half a century and policy suggestions," Applied Energy, Elsevier, vol. 204(C), pages 667-678.
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  85. Kashi, Bahman, 2015. "Risk management and the stated investment costs by independent power producers," Energy Economics, Elsevier, vol. 49(C), pages 660-668.
  86. Piaggio, Matías & Padilla, Emilio & Román, Carolina, 2017. "The long-term relationship between CO2 emissions and economic activity in a small open economy: Uruguay 1882–2010," Energy Economics, Elsevier, vol. 65(C), pages 271-282.
  87. Ikegami, Masako & Wang, Zijian, 2016. "The long-run causal relationship between electricity consumption and real GDP: Evidence from Japan and Germany," Journal of Policy Modeling, Elsevier, vol. 38(5), pages 767-784.
  88. Dong, Xiao-Ying & Hao, Yu, 2018. "Would income inequality affect electricity consumption? Evidence from China," Energy, Elsevier, vol. 142(C), pages 215-227.
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  90. Stephan B. Bruns & Christian Gross & David I. Stern, 2014. "Is There Really Granger Causality between Energy Use and Output?," The Energy Journal, , vol. 35(4), pages 101-134, October.
  91. Ahmed, Mumtaz & Riaz, Khalid & Maqbool Khan, Atif & Bibi, Salma, 2015. "Energy consumption–economic growth nexus for Pakistan: Taming the untamed," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 890-896.
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