IDEAS home Printed from https://ideas.repec.org/a/eco/journ2/2022-02-45.html
   My bibliography  Save this article

Impact of Financial Deepening, Energy Consumption and Total Natural Resource Rent on CO2 Emission in the GCC Countries: Evidence from Advanced Panel Data Simulation

Author

Listed:
  • Najia Saqib

    (Department of Finance, College of Business, Prince Sultan University, Riyadh, Saudi Arabia.)

  • Ivan A. Duran

    (Department of Finance, College of Business, Prince Sultan University, Riyadh, Saudi Arabia.)

  • Nazia Hashmi

    (Department of Finance, College of Business, Prince Sultan University, Riyadh, Saudi Arabia.)

Abstract

The study examined the dynamic nexus between financial deepening, natural resource rent, nonrenewable-energy and renewable-energy consumption and CO2 emission by using a dataset of six GCC countries (UAE, Saudi Arabia, Qatar, Oman, Kuwait and Bahrain) from 1993 to 2019. For estimation, study applying second-generation panel unit root, cointegration and long-run estimation tests for robust and efficient results. The study confirms the presence of cross-sectional dependency while economic expansion and nonrenewable-energy contribute to CO2 emissions, financial deepening and renewable-energy consumption have a significant impact on reducing environmental degradation. Furthermore, the Dumitrescu-Hurlin causality test reveals a statistically significant bidirectional correlation between financial deepening, consumption of nonrenewable-energy and renewable-energy and CO2 emission. In light of these findings, a number of policy recommendations are provided to help the GCC countries overcome on CO2 emissions while promoting economic growth.

Suggested Citation

  • Najia Saqib & Ivan A. Duran & Nazia Hashmi, 2022. "Impact of Financial Deepening, Energy Consumption and Total Natural Resource Rent on CO2 Emission in the GCC Countries: Evidence from Advanced Panel Data Simulation," International Journal of Energy Economics and Policy, Econjournals, vol. 12(2), pages 400-409, March.
  • Handle: RePEc:eco:journ2:2022-02-45
    as

    Download full text from publisher

    File URL: https://www.econjournals.com/index.php/ijeep/article/download/12907/6703
    Download Restriction: no

    File URL: https://www.econjournals.com/index.php/ijeep/article/view/12907
    Download Restriction: no
    ---><---

    References listed on IDEAS

    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. Joseph Marchand & Jeremy Weber, 2018. "Local Labor Markets And Natural Resources: A Synthesis Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 469-490, April.
    3. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    4. Udi Joshua & Festus V. Bekun & Samuel A. Sarkodie, 2020. "New Insight into the Causal Linkage between Economic Expansion, FDI, Coal consumption, Pollutant emissions and Urbanization in South Africa," Working Papers 20/011, European Xtramile Centre of African Studies (EXCAS).
    5. 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.
    6. Tamazian, Artur & Bhaskara Rao, B., 2010. "Do economic, financial and institutional developments matter for environmental degradation? Evidence from transitional economies," Energy Economics, Elsevier, vol. 32(1), pages 137-145, January.
    7. Fodha, Mouez & Zaghdoud, Oussama, 2010. "Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve," Energy Policy, Elsevier, vol. 38(2), pages 1150-1156, February.
    8. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    9. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    10. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    11. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    12. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    13. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    14. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    15. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    16. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    17. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    18. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    19. Bhattacharya, Mita & Awaworyi Churchill, Sefa & Paramati, Sudharshan Reddy, 2017. "The dynamic impact of renewable energy and institutions on economic output and CO2 emissions across regions," Renewable Energy, Elsevier, vol. 111(C), pages 157-167.
    20. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    21. Gyamfi, Bright Akwasi & Bein, Murad A. & Udemba, Edmund Ntom & Bekun, Festus Victor, 2021. "Investigating the pollution haven hypothesis in oil and non-oil sub-Saharan Africa countries: Evidence from quantile regression technique," Resources Policy, Elsevier, vol. 73(C).
    22. Muhammad Awais Baloch & Ilhan Ozturk & Festus Victor Bekun & Danish Khan, 2021. "Modeling the dynamic linkage between financial development, energy innovation, and environmental quality: Does globalization matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 176-184, January.
    23. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    24. Zagorchev, Andrey & Vasconcellos, Geraldo & Bae, Youngsoo, 2011. "Financial development, technology, growth and performance: Evidence from the accession to the EU," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(5), pages 743-759.
    25. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    26. Erdoğan, Seyfettin & Yıldırım, Durmuş Çağrı & Gedikli, Ayfer, 2020. "Natural resource abundance, financial development and economic growth: An investigation on Next-11 countries," Resources Policy, Elsevier, vol. 65(C).
    27. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    28. Ozcan, Burcu, 2013. "The nexus between carbon emissions, energy consumption and economic growth in Middle East countries: A panel data analysis," Energy Policy, Elsevier, vol. 62(C), pages 1138-1147.
    29. Baulch, Bob & Duong Do, Thuy & Le, Thai-Ha, 2018. "Constraints to the uptake of solar home systems in Ho Chi Minh City and some proposals for improvement," Renewable Energy, Elsevier, vol. 118(C), pages 245-256.
    30. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    31. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.
    32. Sahbi Farhani, 2013. "Renewable Energy Consumption, Economic Growth and Co2 Emissions: Evidence from Selected Mena Countries," Energy Economics Letters, Asian Economic and Social Society, vol. 1(2), pages 24-41.
    33. Muhammad, Bashir, 2019. "Energy consumption, CO2 emissions and economic growth in developed, emerging and Middle East and North Africa countries," Energy, Elsevier, vol. 179(C), pages 232-245.
    34. Hang, Leiming & Tu, Meizeng, 2007. "The impacts of energy prices on energy intensity: Evidence from China," Energy Policy, Elsevier, vol. 35(5), pages 2978-2988, May.
    35. Munir, Qaiser & Lean, Hooi Hooi & Smyth, Russell, 2020. "CO2 emissions, energy consumption and economic growth in the ASEAN-5 countries: A cross-sectional dependence approach," Energy Economics, Elsevier, vol. 85(C).
    36. Zafar, Muhammad Wasif & Zaidi, Syed Anees Haider & Khan, Naveed R. & Mirza, Faisal Mehmood & Hou, Fujun & Kirmani, Syed Ali Ashiq, 2019. "The impact of natural resources, human capital, and foreign direct investment on the ecological footprint: The case of the United States," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    37. Al-mulali, Usama, 2011. "Oil consumption, CO2 emission and economic growth in MENA countries," Energy, Elsevier, vol. 36(10), pages 6165-6171.
    38. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    39. Salahuddin, Mohammad & Gow, Jeff, 2014. "Economic growth, energy consumption and CO2 emissions in Gulf Cooperation Council countries," Energy, Elsevier, vol. 73(C), pages 44-58.
    40. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    41. Krarti, Moncef & Dubey, Kankana & Howarth, Nicholas, 2019. "Energy productivity analysis framework for buildings: a case study of GCC region," Energy, Elsevier, vol. 167(C), pages 1251-1265.
    42. Jiang-Bo Geng & Qiang Ji, 2016. "Technological innovation and renewable energy development: evidence based on patent counts," International Journal of Global Environmental Issues, Inderscience Enterprises Ltd, vol. 15(3), pages 217-234.
    43. Jiang, Hongdian & Dong, Xiucheng & Jiang, Qingzhe & Dong, Kangyin, 2020. "What drives China's natural gas consumption? Analysis of national and regional estimates," Energy Economics, Elsevier, vol. 87(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Javed, Hasnain & Du, Jianguo & Iqbal, Shuja & Nassani, Abdelmohsen A. & Basheer, Muhammad Farhan, 2024. "The impact of mineral resource abundance on environmental degradation in ten mineral- rich countries: Do the green innovation and financial technology matter?," Resources Policy, Elsevier, vol. 90(C).
    2. Bilgili, Faik & Soykan, Erkan & Dumrul, Cüneyt & Awan, Ashar & Önderol, Seyit & Khan, Kamran, 2023. "Disaggregating the impact of natural resource rents on environmental sustainability in the MENA region: A quantile regression analysis," Resources Policy, Elsevier, vol. 85(PA).
    3. Afolabi, Joshua Adeyemi, 2023. "Natural resource rent and environmental quality nexus in Sub-Saharan Africa: Assessing the role of regulatory quality," Resources Policy, Elsevier, vol. 82(C).
    4. Liu, Xiaolian & Udemba, Edmund Ntom & Emir, Firat & Hussain, Sadam & Khan, Nazakat Ullah & Abdallah, Ibrahim, 2024. "Nexus between resource policy, renewable energy policy and export diversification: Asymmetric study of environment quality towards sustainable development," Resources Policy, Elsevier, vol. 88(C).
    5. Feng, Haiyan & Li, Yan, 2024. "The role of fintech, natural resources, environmental taxes and urbanization on environmental sustainability: Evidence from the novel panel data approaches," Resources Policy, Elsevier, vol. 92(C).
    6. Hossain, Mohammad Razib & Dash, Devi Prasad & Das, Narasingha & Ullah, Ehsan & Hossain, Md. Emran, 2024. "Green energy transition in OECD region through the lens of economic complexity and environmental technology: A method of moments quantile regression perspective," Applied Energy, Elsevier, vol. 365(C).
    7. Cheng, Haoyu & Chen, Zhijun & Qin, Meng & Su, Chi-Wei, 2024. "Mineral resources and Fintech: Catalyzing human capital and sustainable development," Resources Policy, Elsevier, vol. 92(C).
    8. Kamel Touati & Ousama Ben-Salha, 2024. "Are Natural Resources Harmful to the Ecology? Fresh Insights from Middle East and North African Resource-Abundant Countries," Sustainability, MDPI, vol. 16(11), pages 1-16, May.
    9. Xianghua Yuan & Muntasir Murshed & Samiha Khan, 2023. "Does the depth of the Financial Markets matter for establishing Green Growth? Assessing Financial sector’s potency in decoupling Economic Growth and Environmental Pollution," Evaluation Review, , vol. 47(6), pages 1135-1167, December.
    10. Shuai Wang & Nabila Abid & Fayyaz Ahmad & Aamir Javed, 2024. "Natural resource management and green technological innovation impact on health risks and social development: Evidence from advanced economies," Climatic Change, Springer, vol. 177(10), pages 1-26, October.
    11. Khan, Imran & Muhammad, Ihsan & Sharif, Arshian & Khan, Inayat & Ji, Xiangbo, 2024. "Unlocking the potential of renewable energy and natural resources for sustainable economic growth and carbon neutrality: A novel panel quantile regression approach," Renewable Energy, Elsevier, vol. 221(C).
    12. Najia Saqib & Haider Mahmood & Aamir Hussain Siddiqui & Muhammad Asif Shamim, 2022. "The Link between Economic Growth and Sustainable Energy in G7-Countries and E7-Countries: Evidence from a Dynamic Panel Threshold Model," International Journal of Energy Economics and Policy, Econjournals, vol. 12(5), pages 294-302, September.
    13. Usman Mehmood & Salman Tariq & Zia ul Haq & Ephraim Bonah Agyekum & Solomon Eghosa Uhunamure & Karabo Shale & Hasan Nawaz & Shafqat Ali & Ammar Hameed, 2022. "Financial Institutional and Market Deepening, and Environmental Quality Nexus: A Case Study in G-11 Economies Using CS-ARDL," IJERPH, MDPI, vol. 19(19), pages 1-19, September.
    14. Zeng, Queling & Li, Ruida & Zhang, Ting, 2023. "Do natural resources ensure energy efficiency? A novel paradigm of resources-efficiency nexus for sustainable development," Resources Policy, Elsevier, vol. 87(PA).
    15. Bhat, Aijaz Ahmad & Mir, Ajaz Akber & Allie, Adeel Hussain & Ahmad Lone, Mushtaq & Al-Adwan, Ahmad Samed & Jamali, Dima & Riyaz, Iqra, 2024. "Unlocking corporate social responsibility and environmental performance: Mediating role of green strategy, innovation, and leadership," Innovation and Green Development, Elsevier, vol. 3(2).
    16. Arshian Sharif & Najia Saqib & Kangyin Dong & Syed Abdul Rehman Khan, 2022. "Nexus between green technology innovation, green financing, and CO2 emissions in the G7 countries: The moderating role of social globalisation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1934-1946, December.

    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. Iftikhar Yasin & Nawaz Ahmad & Muhammad Aslam Chaudhary, 2021. "The impact of financial development, political institutions, and urbanization on environmental degradation: evidence from 59 less-developed economies," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6698-6721, May.
    2. Gyamfi, Bright Akwasi & Agozie, Divine Q. & Bekun, Festus Victor, 2022. "Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era?," Technology in Society, Elsevier, vol. 70(C).
    3. Agboola, Mary Oluwatoyin & Bekun, Festus Victor & Joshua, Udi, 2021. "Pathway to environmental sustainability: Nexus between economic growth, energy consumption, CO2 emission, oil rent and total natural resources rent in Saudi Arabia," Resources Policy, Elsevier, vol. 74(C).
    4. Usman, Muhammad & Jahanger, Atif & Makhdum, Muhammad Sohail Amjad & Balsalobre-Lorente, Daniel & Bashir, Adnan, 2022. "How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation," Energy, Elsevier, vol. 241(C).
    5. Shahbaz, Muhammad & Balsalobre-Lorente, Daniel & Sinha, Avik, 2019. "Foreign Direct Investment–CO2 Emissions Nexus in Middle East and North African countries: Importance of Biomass Energy Consumption," MPRA Paper 91729, University Library of Munich, Germany, revised 19 Jan 2019.
    6. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    7. Taner Akan & Halil İbrahim Gündüz & Tara Vanlı & Ahmet Baran Zeren & Ali Haydar Işık & Tamerlan Mashadihasanli, 2023. "Why are some countries cleaner than others? New evidence from macroeconomic governance," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6167-6223, July.
    8. Usman, Muhammad & Balsalobre-Lorente, Daniel & Jahanger, Atif & Ahmad, Paiman, 2022. "Pollution concern during globalization mode in financially resource-rich countries: Do financial development, natural resources, and renewable energy consumption matter?," Renewable Energy, Elsevier, vol. 183(C), pages 90-102.
    9. Xiaoxia Shi & Haiyun Liu & Joshua Sunday Riti, 2019. "The role of energy mix and financial development in greenhouse gas (GHG) emissions’ reduction: evidence from ten leading CO2 emitting countries," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(3), pages 695-729, October.
    10. Iftikhar Yasin & Nawaz Ahmad & M. Aslam Chaudhary, 2020. "Catechizing the Environmental-Impression of Urbanization, Financial Development, and Political Institutions: A Circumstance of Ecological Footprints in 110 Developed and Less-Developed Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 621-649, January.
    11. Abdullah Emre Caglar & Bulent Guloglu & Ayfer Gedikli, 2022. "Moving towards sustainable environmental development for BRICS: Investigating the asymmetric effect of natural resources on CO2," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 1313-1325, October.
    12. Jian Xue & Zeeshan Rasool & Raima Nazar & Ahmad Imran Khan & Shaukat Hussain Bhatti & Sajid Ali, 2021. "Revisiting Natural Resources—Globalization-Environmental Quality Nexus: Fresh Insights from South Asian Countries," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
    13. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    14. Zhang, Wenwen & Chiu, Yi-Bin, 2020. "Do country risks influence carbon dioxide emissions? A non-linear perspective," Energy, Elsevier, vol. 206(C).
    15. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.
    16. Hussain, Jamal & Khan, Anwar & Zhou, Kui, 2020. "The impact of natural resource depletion on energy use and CO2 emission in Belt & Road Initiative countries: A cross-country analysis," Energy, Elsevier, vol. 199(C).
    17. Aladejare, Samson Adeniyi, 2022. "Natural resource rents, globalisation and environmental degradation: New insight from 5 richest African economies," Resources Policy, Elsevier, vol. 78(C).
    18. Usman, Muhammad & Balsalobre-Lorente, Daniel, 2022. "Environmental concern in the era of industrialization: Can financial development, renewable energy and natural resources alleviate some load?," Energy Policy, Elsevier, vol. 162(C).
    19. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    20. Buhari DOĞAN & Osman DEĞER, 2018. "The role of economic growth and energy consumption on CO2 emissions in E7 countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(2(615), S), pages 231-246, Summer.

    More about this item

    Keywords

    CO2 emission; financial deepening; natural resource rent; renewable-energy consumption; nonrenewable-energy consumption;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • N50 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - General, International, or Comparative
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting

    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:journ2:2022-02-45. 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.