IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v28y2020i4p723-740.html
   My bibliography  Save this article

Interactions among energy consumption, CO2, and economic development in European Union countries

Author

Listed:
  • Richard Gardiner
  • Petr Hajek

Abstract

Sustainable development has become a major problem in European Union (EU) countries. This has prompted many researchers to examine a broad range of interactions among sustainable development indicators. This study uses the variance decomposition and cointegration approach to assess the causal relationship among energy consumption, CO2 emissions, and economic development (gross domestic product [GDP], foreign direct investment [FDI], net exports, and employment in industry) in the eight new and 15 old EU countries. The results confirm the existence of at least long‐run equilibrium relationships among economic growth and energy consumption, CO2, FDI, and net exports. In addition, short‐run bidirectional causality among GDP, energy consumption, and CO2 emissions is found for the old EU countries, whereas unidirectional causalities run from GDP to energy consumption and CO2 emissions in the new EU countries. Evidence from the variance decomposition analysis shows that 22% of the future shock in GDP is due to fluctuations in energy consumption, CO2, and employment in the old EU countries, whereas 53.1% emanates from CO2, employment, and FDI in the new EU countries. These findings have potentially important implications for sustainable development and environmental policy in both old and new EU countries.

Suggested Citation

  • Richard Gardiner & Petr Hajek, 2020. "Interactions among energy consumption, CO2, and economic development in European Union countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 723-740, July.
  • Handle: RePEc:wly:sustdv:v:28:y:2020:i:4:p:723-740
    DOI: 10.1002/sd.2023
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.2023
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.2023?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Balasubramanyam, V N & Salisu, M & Sapsford, David, 1996. "Foreign Direct Investment and Growth in EP and IS Countries," Economic Journal, Royal Economic Society, vol. 106(434), pages 92-105, January.
    3. Azomahou, Theophile & Laisney, Francois & Nguyen Van, Phu, 2006. "Economic development and CO2 emissions: A nonparametric panel approach," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1347-1363, August.
    4. Baek, Jungho, 2015. "Environmental Kuznets curve for CO2 emissions: The case of Arctic countries," Energy Economics, Elsevier, vol. 50(C), pages 13-17.
    5. 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.
    6. JUDE, Cristina & LEVIEUGE, Gregory, 2013. "Growth effect of FDI in developing economies: The role of institutional quality," MPRA Paper 49321, University Library of Munich, Germany.
    7. Dagher, Leila & Yacoubian, Talar, 2012. "The causal relationship between energy consumption and economic growth in Lebanon," Energy Policy, Elsevier, vol. 50(C), pages 795-801.
    8. Goodness C. Aye & Prosper Ebruvwiyo Edoja, 2017. "Effect of economic growth on CO2 emission in developing countries: Evidence from a dynamic panel threshold model," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1379239-137, January.
    9. K. Burggraeve & G. de Walque & H. Zimmer, 2015. "The relationship between economic growth and employment," Economic Review, National Bank of Belgium, issue i, pages 32-52, June.
    10. Apergis, Nicholas & Payne, James E., 2010. "The emissions, energy consumption, and growth nexus: Evidence from the commonwealth of independent states," Energy Policy, Elsevier, vol. 38(1), pages 650-655, January.
    11. Zamani, Mehrzad, 2007. "Energy consumption and economic activities in Iran," Energy Economics, Elsevier, vol. 29(6), pages 1135-1140, November.
    12. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    13. Yuan, Chaoqing & Liu, Sifeng & Fang, Zhigeng & Xie, Naiming, 2010. "The relation between Chinese economic development and energy consumption in the different periods," Energy Policy, Elsevier, vol. 38(9), pages 5189-5198, September.
    14. Ghali, Khalifa H. & El-Sakka, M. I. T., 2004. "Energy use and output growth in Canada: a multivariate cointegration analysis," Energy Economics, Elsevier, vol. 26(2), pages 225-238, March.
    15. Menegaki, Angeliki N. & Ozturk, Ilhan, 2013. "Growth and energy nexus in Europe revisited: Evidence from a fixed effects political economy model," Energy Policy, Elsevier, vol. 61(C), pages 881-887.
    16. Tam Vu & Byron Gangnes & Ilan Noy, 2008. "Is foreign direct investment good for growth? Evidence from sectoral analysis of China and Vietnam," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 13(4), pages 542-562.
    17. repec:ebl:ecbull:v:6:y:2007:i:13:p:1-9 is not listed on IDEAS
    18. Ines TROJETTE, 2016. "The Effect Of Foreign Direct Investment On Economic Growth: The Institutional Threshold," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 43, pages 111-138.
    19. Nikolaos Dritsakis, 2004. "Exports, investments and economic development of pre-accession countries of the European Union: an empirical investigation of Bulgaria and Romania," Applied Economics, Taylor & Francis Journals, vol. 36(16), pages 1831-1838.
    20. Marwah, Kanta & Tavakoli, Akbar, 2004. "The effect of foreign capital and imports on economic growth: further evidence from four Asian countries (1970-1998)," Journal of Asian Economics, Elsevier, vol. 15(2), pages 399-413, April.
    21. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    22. Kanta Marwah & Akbar Tavakoli, 2004. "The Effect of Foreign Capital and Imports on Economic Growth: Further Evidence from Four Asian Countries," Carleton Economic Papers 04-02, Carleton University, Department of Economics.
    23. Kamal Upadhyaya & Gyan Pradhan & Dharmendra Dhakal & Rabindra Bhandari, 2007. "Foreign Aid, FDI and Economic Growth in East European Countries," Economics Bulletin, AccessEcon, vol. 6(13), pages 1-9.
    24. Pelinescu, Elena & Radulescu, Magdalena, 2009. "The Impact of Foreign Direct Investment on the Economic Growth and Countries’ Export Potential," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 153-169, December.
    25. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    26. Bartleet, Matthew & Gounder, Rukmani, 2010. "Energy consumption and economic growth in New Zealand: Results of trivariate and multivariate models," Energy Policy, Elsevier, vol. 38(7), pages 3508-3517, July.
    27. Pokrovski, Vladimir N., 2003. "Energy in the theory of production," Energy, Elsevier, vol. 28(8), pages 769-788.
    28. 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.
    29. Arouri, Mohamed El Hedi & Ben Youssef, Adel & M'henni, Hatem & Rault, Christophe, 2012. "Energy consumption, economic growth and CO2 emissions in Middle East and North African countries," Energy Policy, Elsevier, vol. 45(C), pages 342-349.
    30. Ana Paula Ribeiro & Paula Gracinda Teixeira Santos & Vitor Carvalho, 2013. "Export-led growth in Europe: Where and what to export?," EcoMod2013 5265, EcoMod.
    31. Cemal Atici, 2009. "Carbon emissions in Central and Eastern Europe: environmental Kuznets curve and implications for sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 17(3), pages 155-160.
    32. Ali Matar & Hussain Ali Bekhet, 2015. "Causal Interaction among Electricity Consumption, Financial Development, Exports and Economic Growth in Jordan: Dynamic Simultaneous Equation Models," International Journal of Energy Economics and Policy, Econjournals, vol. 5(4), pages 955-967.
    33. 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.
    34. McAusland, Carol, 2008. "Trade, politics, and the environment: Tailpipe vs. smokestack," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 52-71, January.
    35. Steven Kapsos, 2006. "The Employment Intensity of Growth: Trends and Macroeconomic Determinants," Palgrave Macmillan Books, in: Jesus Felipe & Rana Hasan (ed.), Labor Markets in Asia, chapter 0, pages 143-201, Palgrave Macmillan.
    36. Ajmi, Ahdi Noomen & Hammoudeh, Shawkat & Nguyen, Duc Khuong & Sato, João Ricardo, 2015. "On the relationships between CO2 emissions, energy consumption and income: The importance of time variation," Energy Economics, Elsevier, vol. 49(C), pages 629-638.
    37. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    38. Boyd, John H. & Smith, Bruce D., 1992. "Intermediation and the equilibrium allocation of investment capital : Implications for economic development," Journal of Monetary Economics, Elsevier, vol. 30(3), pages 409-432, December.
    39. Ozturk, Ilhan & Aslan, Alper & Kalyoncu, Huseyin, 2010. "Energy consumption and economic growth relationship: Evidence from panel data for low and middle income countries," Energy Policy, Elsevier, vol. 38(8), pages 4422-4428, August.
    40. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    41. Jorge Bermejo Carbonell & Richard A. Werner, 2018. "Does Foreign Direct Investment Generate Economic Growth? A New Empirical Approach Applied to Spain," Economic Geography, Taylor & Francis Journals, vol. 94(4), pages 425-456, August.
    42. Jiajia Zheng & Pengfei Sheng, 2017. "The Impact of Foreign Direct Investment (FDI) on the Environment: Market Perspectives and Evidence from China," Economies, MDPI, vol. 5(1), pages 1-15, March.
    43. Cheng, Benjamin S. & Lai, Tin Wei, 1997. "An investigation of co-integration and causality between energy consumption and economic activity in Taiwan," Energy Economics, Elsevier, vol. 19(4), pages 435-444, October.
    44. 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.
    45. Azam, Muhammad, 2016. "Does environmental degradation shackle economic growth? A panel data investigation on 11 Asian countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 175-182.
    46. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    47. Skeer, Jeffrey & Wang, Yanjia, 2007. "China on the move: Oil price explosion?," Energy Policy, Elsevier, vol. 35(1), pages 678-691, January.
    48. Park, JaeHyun & Hong, TaeHoon, 2013. "Analysis of South Korea’s economic growth, carbon dioxide emission, and energy consumption using the Markov switching model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 543-551.
    49. Jahangir Alam, Mohammad & Ara Begum, Ismat & Buysse, Jeroen & Van Huylenbroeck, Guido, 2012. "Energy consumption, carbon emissions and economic growth nexus in Bangladesh: Cointegration and dynamic causality analysis," Energy Policy, Elsevier, vol. 45(C), pages 217-225.
    50. Amri, Fethi, 2017. "Intercourse across economic growth, trade and renewable energy consumption in developing and developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 527-534.
    51. Masih, Abul M. M. & Masih, Rumi, 1996. "Energy consumption, real income and temporal causality: results from a multi-country study based on cointegration and error-correction modelling techniques," Energy Economics, Elsevier, vol. 18(3), pages 165-183, July.
    52. Li, Xiaoying & Liu, Xiaming, 2005. "Foreign Direct Investment and Economic Growth: An Increasingly Endogenous Relationship," World Development, Elsevier, vol. 33(3), pages 393-407, March.
    53. Ang, James B., 2008. "Economic development, pollutant emissions and energy consumption in Malaysia," Journal of Policy Modeling, Elsevier, vol. 30(2), pages 271-278.
    54. Emilia Herman, 2011. "The Impact of Economic Growth Process on Employment in European Union Countries," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 14(42), pages 47-67, December.
    55. Kasman, Adnan & Duman, Yavuz Selman, 2015. "CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis," Economic Modelling, Elsevier, vol. 44(C), pages 97-103.
    56. Jalil, Abdul & Mahmud, Syed F., 2009. "Environment Kuznets curve for CO2 emissions: A cointegration analysis for China," Energy Policy, Elsevier, vol. 37(12), pages 5167-5172, December.
    57. Roinioti, Argiro & Koroneos, Christopher, 2017. "The decomposition of CO2 emissions from energy use in Greece before and during the economic crisis and their decoupling from economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 448-459.
    58. 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.
    59. Turan Subasat, 2002. "Does Export Promotion Increase Economic Growth? Some Cross‐Section Evidence," Development Policy Review, Overseas Development Institute, vol. 20(3), pages 333-349, July.
    60. Saboori, Behnaz & Sulaiman, Jamalludin & Mohd, Saidatulakmal, 2012. "Economic growth and CO2 emissions in Malaysia: A cointegration analysis of the Environmental Kuznets Curve," Energy Policy, Elsevier, vol. 51(C), pages 184-191.
    61. Alshehry, Atef Saad & Belloumi, Mounir, 2015. "Energy consumption, carbon dioxide emissions and economic growth: The case of Saudi Arabia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 237-247.
    62. Mishra, Ritesh Kumar & Sharma, Chandan, 2010. "Real exchange rate behavior and optimum currency area in East Asia: Evidence from Generalized Purchasing Power Parity," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 205-213, June.
    63. Seker, Fahri & Ertugrul, Hasan Murat & Cetin, Murat, 2015. "The impact of foreign direct investment on environmental quality: A bounds testing and causality analysis for Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 347-356.
    64. Yu, Eden S. H. & Jin, Jang C., 1992. "Cointegration tests of energy consumption, income, and employment," Resources and Energy, Elsevier, vol. 14(3), pages 259-266, September.
    65. Pao, Hsiao-Tien & Tsai, Chung-Ming, 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, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    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. Özge Demiral & Mehmet Demiral & Emine Dilara Aktekin‐Gök, 2022. "Extra‐regional trade and consumption‐based carbon dioxide emissions in the European countries: Is there a carbon leakage?," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1987-2001, December.
    2. Minhaj Ali & Shujahat Haider Hashmi & Yasir Habib & Dervis Kirikkaleli, 2024. "The asymmetric impact of public–private partnership investment in energy on CO2 emissions in Pakistan," Energy & Environment, , vol. 35(4), pages 2131-2150, June.
    3. Chien‐Chiang Lee & Godwin Olasehinde‐Williams & Bright Akwasi Gyamfi, 2023. "The synergistic effect of green trade and economic complexity on sustainable environment: A new perspective on the economic and ecological components of sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 976-989, April.
    4. Zhou, Di & Zhong, Zhuoxi & Chen, Lubin & Gao, Weixin & Wang, Mingzhe, 2022. "Can the joint regional air pollution control policy achieve a win-win outcome for the environment and economy? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 13-33.

    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. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    2. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    3. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    4. Dogan, Eyup & Seker, Fahri, 2016. "The influence of real output, renewable and non-renewable energy, trade and financial development on carbon emissions in the top renewable energy countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1074-1085.
    5. 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.
    6. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    7. 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.
    8. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    9. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    10. 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.
    11. 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.
    12. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    13. Jalil, Abdul, 2014. "Energy–growth conundrum in energy exporting and importing countries: Evidence from heterogeneous panel methods robust to cross-sectional dependence," Energy Economics, Elsevier, vol. 44(C), pages 314-324.
    14. 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.
    15. Mumin Atalay Cetin & Ibrahim Bakirtas, 2020. "The long-run environmental impacts of economic growth, financial development, and energy consumption: Evidence from emerging markets," Energy & Environment, , vol. 31(4), pages 634-655, June.
    16. Farzana Sharmin & Mohammed Robayet Khan & Mohammed Robayet Khan, 2016. "A Causal Relationship between Energy Consumption, Energy Prices and Economic Growth in Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 6(3), pages 477-494.
    17. Sofien Tiba & Mohamed Frikha, 2020. "EKC and Macroeconomics Aspects of Well-being: a Critical Vision for a Sustainable Future," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(3), pages 1171-1197, September.
    18. Omri, Anis, 2014. "An international literature survey on energy-economic growth nexus: Evidence from country-specific studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 951-959.
    19. Rath, Badri Narayan & Akram, Vaseem & Bal, Debi Prasad & Mahalik, Mantu Kumar, 2019. "Do fossil fuel and renewable energy consumption affect total factor productivity growth? Evidence from cross-country data with policy insights," Energy Policy, Elsevier, vol. 127(C), pages 186-199.
    20. Shahbaz, Muhammad & Salah Uddin, Gazi & Ur Rehman, Ijaz & Imran, Kashif, 2014. "Industrialization, electricity consumption and CO2 emissions in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 575-586.

    More about this item

    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:wly:sustdv:v:28:y:2020:i:4:p:723-740. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    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.