بررسی تأثیر غیر خطی مصرف انواع انرژی بر تولید ناخالص داخلی در ایران

نوع مقاله : مقاله پژوهشی

نویسندگان

1 پژوهشگر پسا دکتری، دانشکده اقتصاد، دانشگاه تهران

2 دانشجوی دکتری اقتصاد، دانشکده اقتصاد، مدیریت و حسابداری، دانشگاه یزد

3 دانشجوی دکتری اقتصاد، دانشکده مدیریت و اقتصاد، دانشگاه شهید باهنر کرمان

10.29252/jep.10.18.141

چکیده

هدف اصلی این مطالعه بررسی تأثیر تغییرات مصرف انواع انرژی بر تولید ناخالص داخلی ایران در چارچوب روش غیر خطی اتورگرسیو انتقال ملایم طی سال‌های 1965 تا 2013 است. در این راستا الگوی خطی در برابر الگوی غیر خطی مورد آزمون قرار گرفت. مشخص شد که مدل غیر خطی، دارای برازش مناسب‌تری است. سپس با استفاده از آزمون تراسورتا، مدل غیر خطی لجستیک تصریح شد. بر اساس مدل غیر خطی لجستیک، تغییرات متغیرهای مستقل به سه قسمت (آستانه بالا، پایین و وسط تغییرات) تقسیم شد.
نتایج نشان می‌دهد که اثر مصرف گاز بر تولید ناخالص داخلی U شکل است؛ بدین معنا که از آستانه پایین به وسط افزایش و از آستانه وسط به بالا کاهش می‌یابد. در مورد مصرف الکتریسیته نیز، نتایج حاکی از وجود رابطه مثبت و فزاینده در هر سه آستانه است. تغییرات مثبت مصرف نفت در آستانه پایین اثر مثبتی بر تغییرات تولید ناخالص داخلی خواهد گذاشت و با حرکت از آستانه پایین به سمت آستانه بالا از این اثر کم شده و در آستانه بالا اثری در خلاف جهت تغییرات مصرف نفت خواهد داشت.

کلیدواژه‌ها

موضوعات


عنوان مقاله [English]

Study of Nonlinear Effects of Energy Consumption on Gross Domestic Production in Iran

نویسندگان [English]

  • Madjid Hatefi Madjumerd 1
  • Omolbanin Jalali 2
  • Reza Ashraf Ganjooee 3
1 Postdoctoral Researcher, Faculty of Economics, University of Tehran
2 Ph.D Candidate in Economics, Department of Economics, Yazd University
3 Ph.D Candidate in Economics, Department of Economics, Shahid Bahonar University of Kerman
چکیده [English]

The main objective of this study is to evaluate the impact of changes in energy consumption on real GDP in Iran within the framework of the non-linear smooth transition autoregressive method between 1965 and 2013. In this regard, the linear model is tested against a nonlinear model. It is found that the nonlinear model has better estimation. Then, using Trasvirta test, the nonlinear logistic model is estimated. The variations in the independent variables are divided into three parts including up, low and middle thresholds of changes), based on the nonlinear logistic model. The results show that the effect of gas consumption on the real GDP is U-shaped. This means that the low threshold rises to the middle threshold, and the middle threshold declines to the high threshold. In the case of electricity consumption, the results indicate that a positive and increasing relationship exists in all the thresholds. Positive changes in oil consumption in the low threshold have a positive effect on GDP changes, and this effect is reduced by moving from the low to the up threshold; in the up threshold, the effect will be in the opposite direction of oil consumption changes.

کلیدواژه‌ها [English]

  • Energy
  • Gross Domestic Production
  • Smooth transition autoregressive
  • Nonlinear estimation
  1. ابریشمی، حمید. و مصطفایی، آذر (1380). "بررسی رابطه بین رشد اقتصادی و مصرف فرآورده‌های عمده نفتی در ایران". مجله دانش و توسعه (14): 45-11.
  2. آرمن، سید عزیز. و زارع، روح الله (1384). "بررسی رابطه علیت گرنجری بین مصرف انرژی و رشد اقتصادی در ایران طی سال‌های 1346-1381". فصلنامه پژوهش‌های اقتصادی ایران 7(20): 143-117.
  3. صادقی، سیدکمال. قمری، نیر. و فشاری، مجید (1393). "بررسی رابطه علی بین مصرف انرژی و تولید ناخالص داخلی در کشورهای منطقه MENA (رهیافت گشتاور تعمیم یافته در داده‌های تابلویی)". پژوهشنامه اقتصاد کلان 9(17): 140-121.
  4. قاضی، مرتضی. آماده، حمید. و عباسی فر، زهره (1388). "بررسی رابطه مصرف انرژی و رشد اقتصادی و اشتغال در بخش‌های مختلف اقتصاد ایران". فصلنامه تحقیقات اقتصادی 44(86): 38-1.
  5. محمدی، نجمه. مهرگان، نادر. و حقانی، محمود (1388). "بررسی تأثیر مصرف حامل‌های انرژی بر تولید ناخالص داخلی ایران". هفتمین همایش ملی انرژی.
  6. مهرآرا، محسن. ابریشمی، حمید. و سبحانیان، سید محمد هادی (1390). "اثرات غیر خطی رشد اقتصادی بر رشد مصرف انرژی در کشورهای عضو اوپک و کشورهای بریک با استفاده از روش حد آستانه". پژوهشهای اقتصادی ایران 16(49): 204-177.
  7. مهرآرا، محسن. امیری، حسین. و حسنی سرخ بوزنی، محمد (1391). "رابطه مصرف انرژی و درآمد: آزمون فرضیه زیست‌محیطی کوزنتس با استفاده از رویکرد مدل‌های رگرسیونی انتقال پنل ملایم". فصلنامه پژوهش‌ها و سیاست‌های اقتصادی (62): 194-171.

 

  1. Abosedra, S. and Baghestani, H. (1989). "New Evidence on the Causal Relationship between United States Energy Consumption and Gross National Product". Journal of Energy and Development 14: 285-292.
  2. Acaravci A. and Özturk, I. (2010). "On the Relationship between Energy Consumption, CO2 Emissions and Economic Growth in Europe". Energy 35(12): 5412-20.
  3. Ajmi, A.N. Montasser, GH. and Nguyen, D.K. (2013). "Testing the Relationships between Energy Consumption and Income in G7 Countries with Nonlinear Causality Tests". Economic Modelling 35: 126-133.
  4. Akarca, A.T. and Long, T.V. (1980). "On the Relationship between Energy and GNP: a Reexamination". Journal of Energy and Development 5: 326-331.
  5. Allen, EL. Cooper, CL. Edmonds, FC. Edmonds, JA. Reister, DB. Weinberg, AM. Whittle, CE. and Zelby, LW. (1976). US Energy and Economic Growth, 1975–2010, TN, Oak Ridge: Associated Universities Institute for Energy Analysis.
  6. Aloui, C. and Jammazi, R. (2009). "The Effects of Crude Oil Shocks on Stock Market shifts Behavior: A Regime Switching Approach". Energy Economics 31: 789-799.
  7. Altinay, G. and Karagol, E. (2004). "Structural Break, Unit Root, and the Causality between Energy Consumption and GDP in Turkey". Energy Economics 26: 985-994.
  8. Apergis, N. and Payne, JE. (2014). "The Causal Dynamics between Renewable Energy, Real GDP, Emissions and Oil Prices: Evidence from OECD Countries". Applied Economics 46(36): 4519-25.
  9. Arouri, MEH. Youssef, AB. M'henni, H. and Rault, C. (2012). "Energy Consumption, Economic Growth and CO2 Emissions in Middle East and North African Countries". Energy Policy 45: 342-9.
  10. Asafu-Adjaye, J. (2000). "The Relationship between Energy Consumption, Energy Prices and Economic Growth: Time Series Evidence from Asian Developing Countries". Energy Economics 22: 615-625.
  11. Azam, M. Khan, AQ. Bakhtyar, B. and Emirullah, C. (2015). "The Causal Relationship between Energy Consumption and Economic Growth in the ASEAN-5 Countries". Renew Sustain Energy Rev 47: 732-45.
  12. Balke, N.S. Brown, S.P.A. and Yücel, M.K. (2002). "Oil Price Shocks and the U.S. Economy: Where does the Asymmetry Originate?". Energy Journal 23: 27-52.
  13. Bhattacharya, P. Dey, R. Dagur, P.K. Joshi, AB. Ismail, N. Gannavaram, S. Debrabant, A. Akue, AD. KuKuruga, MA. Selvapandiyan, A. McCoy, JP. Jr. and Nakhasi, HL. (2016). "Live Attenuated Leishmania donovani Centrin Knock out Parasites Generate Non-inferior Protective Immune Response in Aged Mice against Visceral Leishmaniasis". PLoS Negl Trop Dis 31; 10(8): e0004963.
  14. Borozan, D. (2013). "Exploring the Relationship between Energy Consumption and GDP: Evidence from Croatia". Energy Policy 59: 373-381.
  15. Chang, C. and Carballo, CFS. (2011). "Energy Conservation and Sustainable Economic Growth: the Case of Latin America and the Caribbean". Energy Policy 39(7): 4215-21.
  16. Chiou-Wei, S. Z. Chen, C. F. and Zhu, Z. (2008). "Economic Growth and Energy Consumption Revisited- Evidence from Linear and Nonlinear Granger Causality". Energy Economics 30(6): 3063-3076.
  17. Coleman, S. Cuestas, J. C. & Mourelle, E. (2010). "A Nonlinear Analysis of the Relationship between Real Exchange Rates and Oil Price in African Countries". In CSAE Conference. Oxford University.
  18. Cologni, A. and Manera, M. (2009). "The Asymmetric Effects of Oil Shocks on Output Growth: a Markov-Switching Analysis for the G-7 Countries". Economic Modelling 26: 1-29.
  19. Cowan, WN. Chang, T. Inglesi-Lotz, R. and Gupta, R. (2014). "The Nexus of Electricity Consumption, Economic Growth and CO2 Emissions in the BRICS Countries". Energy Policy 66: 359-68.
  20. Destek, M.A. (2016). "Natural Gas Consumption and Economic Growth: Panel Evidence from OECD Countries". Energy 114: 1007-1015.
  21. Engle, R. F. and Granger, C. W. (1987). "Cointegration and Error Correction: Repersentation, Estimation and Testing". Econometrica 55: 251-76.
  22. Erol, U. and Yu, E.S.H. (1987). "On the Causal Relationship between Energy and Income for Industrialized Countries". Journal of Energy and Development 13: 113-122.
  23. Ewing, B.T. Sari, R. and Soytas, U. (2007). "Disaggregate Energy Consumption and Industrial Output in the United States". Energy Policy 35: 1274-1281.
  24. Gabreyohannes, E. (2010). "A Nonlinear Approach to Modeling the Residential Electricity Consumption in Ethiopia". Energy Economics 32: 515-523.
  25. Ghali, K.H. and El-Sakka, M.I.T. (2004). "Energy Use and Output Growth in Canada: a Multivariate Cointegration Analysis". Energy Economics 26: 225–238.
  26. Hamilton, J. D. (1983). "Oil and the Macroeconomy since World War 2". Journal of Political Economy 91: 228-248.
  27. Hamilton, J.D. (2003). "What is an Oil Shock? ". Journal of Econometrics 113: 363-398.
  28. Hannon, BM. and Joyce, J. (1981). "Energy and Technical Progress". Energy 6: 187-95.
  29. Huang, B.N. Hwang, M.J. and Yang, C.W. (2008). "Does more Energy Consumption Bolster Economic Growth? An application of the Nonlinear Threshold Regression Model". Energy Policy 36: 755-767.
  30. Hwang, D.B.K. and Gum, B. (1992). "The causal Relationship between Energy and GNP: the Case of Taiwan". The Journal of Energy and Development 16: 219–226.
  31. Ikegami, M. and Wang, Z. (2016). "The Long-Run Causal Relationship between Electricity Consumption and Real GDP: Evidence from Japan and Germany". Journal of Policy Modeling 38(5): 767-784.
  32. Jorgenson, DW. (1984). "The Role of Energy in Productivity Growth". Energy J 5(3): 11-26.
  33. Kahia, M. Aïssa, M. and Charfeddine, L. (2016). "Impact of Renewable and Non-Renewable Energy Consumption on Economic Growth: New Evidence from the MENA Net Oil Exporting Countries (NOECs)". Energy 116: 102-115.
  34. Kasman, A. and Duman, YS. (2015). "CO2 Emissions, Economic Growth, Energy Consumption, Trade and Urbanization in New EU Member and Candidate Countries: a Panel Data Analysis". Econ Model 44: 97-103.
  35. Kivyiro, P. and Arminen, H. (2014). "Carbon Dioxide Emissions, Energy Consumption, Economic Growth, and Foreign Direct Investment: Causality Analysis for Sub Saharan Africa". Energy 74: 595-606.
  36. Kraft, J. and Kraft, A. (1978). "On the Relationship between Energy and GNP". Journal of Energy and Development 3: 401-403.
  37. Lardic, S. and Mignon, V. (2008). "Oil Prices and Economic Activity: an Asymmetric Cointegration Approach". Energy Economics 30: 847-855.
  38. Lee, C. (2005). "Energy Consumption and GDP in Developing Countries: A Cointegrated Panel Analysis". Energy Economics 27: 415-427.
  39. Lee, C.C. (2006). "The Causality Relationship between Energy Consumption and GDP in G-11 Countries Revisited". Energy Policy 34: 1086-1093.
  40. Lee, C.C. and Chang, C.P. (2007). "The Impact of Energy Consumption on Economic Growth: Evidence from Linear and Nonlinear Models in Taiwan". Energy 32: 2282-2294.
  41. Liddle, B. and Lung, S. (2015). "Revisiting Energy Consumption and GDP Causality: Importance of a Priori Hypothesis Testing, Disaggregated Data, and Heterogeneous Panels". Applied Energy 142: 44-55.
  42. Lopez, A. (2008). "Nonlinearities or Outliers in Real Exchange Rates?". Economic Modeling 25: 714-730.
  43. Lukkonen, R. Saikkonen, P. and Terasvirta, T. (1988). "Testing Linearity Against Smooth Transition Autoregressive Models". Biometrica 75(3): 491-499.
  44. Masih, A. and Masih, R. (1996). "Energy Consumption, Real Income and Temporal Causality: Results from a Multi-Country Study based on Cointegration and Error-Correction Modeling Techniques". Energy Economics 18: 165-183.
  45. Menegaki, A. (2014). "On Energy Consumption and GDP Studies; A Meta-Analysis of the Last Two Decades". Renewable and Sustainable Energy Reviews 29: 31-36.
  46. Narayan, P.K. and Smyth, R. (2005). "Electricity Consumption, Employment and Real Income in Australia: Evidence from Multivariate Granger Causality Tests". Energy Policy 33: 1109-1116.
  47. Narayan., P.K. and Popp, S. (2012). "The Energy Consumption-Real GDP Nexus Revisited: Empirical Evidence from 93 Countries". Economic Modelling 29: 303-308.
  48. Nusair, Salah A. (2016). "The Effects of Oil Price Shocks on the Economies of the Gulf Co-operation Council Countries: Nonlinear Analysis". Energy Policy, Elsevier 91(C): 256-267.
  49. Omay, T. Mubariz, H. and Nuri, U. (2012). "Energy Consumption and Economic Growth: Evidence from Nonlinear Panel Cointegration and Causality Tests". Hacettepe University Department of Economics Working Papers 20130.
  50. Omri, A. (2013). "CO2 Emissions, Energy Consumption and Economic Growth Nexus in MENA Countries: Evidence from Simultaneous Equations Models". Energy Econ 40: 657-64.
  51. Pao, HT. and Tsai, CM. (2011). "Multivariate Granger Causality between CO2 Emissions, Energy Consumption, FDI (Foreign Direct Investment) and GDP (Gross Domestic Product): Evidence from a Panel of BRIC (Brazil, Russian Federation, India, and China) Countries". Energy 36(1): 685-93.
  52. Rahman, S. and Serletis, A. (2010). "The Asymmetric Effects of Oil Price and Monetary Policy Shocks: A Nonlinear VAR Approach". Energy Economics 32: 1460-1466.
  53. Saboori, B. and Sulaiman, J. (2013). "CO2 Emissions, Energy Consumption and Economic Growth in Association of Southeast Asian Nations (ASEAN) Countries: A Cointegration Approach". Energy 55: 813-22.
  54. Saboori, B. Sapri, M. and Bin Baba, M. (2014). "Economic Growth, Energy Consumption and CO2 Emissions in OECD (Organization for Economic Co-Operation and Development)'S Transport Sector: A Fully Modified Bi-Directional Relationship Approach". Energy 66: 150-61.
  55. Sargan, J. D. (1984). Wages and Price in the United Kingdom, a Study in Econometric Methodology, Originally Published in 1964 and Reproduced in K. F. Wallis and D.
  56. Sari, R. Ewing, B. T. and Soytas, U. (2008). "The Relationship between Disaggregates Energy Consumption and Industrial Production in the United States: An ARDL Approach". Journal of Energy Economics 30(5): 2302-2313.
  57. Sari, R. Soytas, U. (2004). "Disaggregate Energy Consumption, Employment, and Income in Turkey". Energy Economics 26(3): 335-344.
  58. Solow, RM. (1956). "A Contribution to the Theory of Economic Growth". Q J Econ 70: 65-94.
  59. Solow, RM. (1957). "Technical Change and the Aggregate Production Function". Rev Econ Stat 39: 312-20.
  60. Soytas, U. and Sari, R. (2003). "Energy Consumption and GDP: Causality Relationship in G-7 Countries and Emerging Markets". Energy Economics 25: 33-37.
  61. Stern, D.I. (2004). Economic Growth and Energy, In: Cleveland, Cutler J. (ed.). Encyclopedia of Energy, vol. 2. Philadelphia, US: Elsevier Inc.
  62. Stern, D.I. and Kander, A. (2011). "The Role of Energy in the Industrial Revolution and Modern Economic Growth". CAMA Working Paper Series No. 1.
  63. Streimikiene, D. & Kasperowicz, R. (2016). "Review of Economic Growth and Energy Consumption: A Panel Cointegration Analysis for EU Countries". Renewable and Sustainable Energy Reviews 59: 1545-1549. DOI: 10.1016/j.rser.2016.01.041
  64. Swan, T. (1956). "Economic Growth and Capital Accumulation". Econ Rec 32(68): 334-61.
  65. Terasvirta, T. (1994). "Specification, Estimation and Evaluation of Smooth Transition Autoregressive Models". Journal of the American Statistical Association 89: 208-218.
  66. Tsay, R. (1989). "Testing and Modeling Threshold Autoregressive Processes". Journal of American Statistics Association 84: 231-240.
  67. Zhang, D. (2008). "Oil Shock and Economic Growth in Japan: a Nonlinear Approach". Energy Economics 30: 2374–2390.