IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v30y2022i5p976-988.html
   My bibliography  Save this article

Green innovation and ecological footprint relationship for a sustainable development: Evidence from top 20 green innovator countries

Author

Listed:
  • Ahmet Koseoglu
  • Ali Gokhan Yucel
  • Recep Ulucak

Abstract

The ecological pressure of humanity on the planet measured by ecological footprint has been enlarging, which upsurges environmental threats. At this point, green innovation emerges as an optimal solution to sustainable development which brings together economic growth and environmental protection. This paper explores the nexus between green innovation and ecological footprint for the case of the top 20 green innovator countries. As a comprehensive environmental sustainability indicator, the ecological footprint is employed to observe the environmental impacts of green innovation. We apply cross‐sectional dependence tests, panel unit root tests and panel cointegration tests covering the period of 1993–2016. The results show that economic growth is the primary reason for environmental degradation while urbanization does not have a statistically significant effect. Renewable energy consumption has a moderating influence on ecological footprint. More importantly, environment‐related technologies have a statistically significant effect on ecological footprint. Specifically, a 1% increase in environment‐related technologies leads to a 0.129% decrease in ecological footprint. The findings of the study clearly demonstrate that it is possible to achieve economic growth while protecting the environment. The results of the study are expected to be motivating for countries' transition toward green innovation in that sustainable development can be achieved if countries invest in green innovation.

Suggested Citation

  • Ahmet Koseoglu & Ali Gokhan Yucel & Recep Ulucak, 2022. "Green innovation and ecological footprint relationship for a sustainable development: Evidence from top 20 green innovator countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 976-988, October.
  • Handle: RePEc:wly:sustdv:v:30:y:2022:i:5:p:976-988
    DOI: 10.1002/sd.2294
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.2294
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.2294?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. Nelson C. Mark & Masao Ogaki & Donggyu Sul, 2005. "Dynamic Seemingly Unrelated Cointegrating Regressions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 797-820.
    2. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    3. Westerlund, Joakim & Edgerton, David L., 2007. "A panel bootstrap cointegration test," Economics Letters, Elsevier, vol. 97(3), pages 185-190, December.
    4. Daron Acemoglu & Ufuk Akcigit & Douglas Hanley & William Kerr, 2016. "Transition to Clean Technology," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 52-104.
    5. Hadri, Kaddour & Kurozumi, Eiji, 2012. "A simple panel stationarity test in the presence of serial correlation and a common factor," Economics Letters, Elsevier, vol. 115(1), pages 31-34.
    6. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    7. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    8. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    9. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    10. Syed Abdul Rehman Khan & Arshian Sharif & Hêriş Golpîra & Anil Kumar, 2019. "A green ideology in Asian emerging economies: From environmental policy and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1063-1075, November.
    11. Song, Malin & Zhu, Shuai & Wang, Jianlin & Zhao, Jiajia, 2020. "Share green growth: Regional evaluation of green output performance in China," International Journal of Production Economics, Elsevier, vol. 219(C), pages 152-163.
    12. Chen, Wenhui & Lei, Yalin, 2018. "The impacts of renewable energy and technological innovation on environment-energy-growth nexus: New evidence from a panel quantile regression," Renewable Energy, Elsevier, vol. 123(C), pages 1-14.
    13. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    14. Thomas Eichner & Rüdiger Pethig, 2011. "Carbon Leakage, The Green Paradox, And Perfect Future Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(3), pages 767-805, August.
    15. van der Ploeg, Frederick & Withagen, Cees, 2012. "Is there really a green paradox?," Journal of Environmental Economics and Management, Elsevier, vol. 64(3), pages 342-363.
    16. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    17. Whitney K. Newey & Kenneth D. West, 1994. "Automatic Lag Selection in Covariance Matrix Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(4), pages 631-653.
    18. Ghisetti, Claudia & Quatraro, Francesco, 2017. "Green Technologies and Environmental Productivity: A Cross-sectoral Analysis of Direct and Indirect Effects in Italian Regions," Ecological Economics, Elsevier, vol. 132(C), pages 1-13.
    19. Daron Acemoglu & David Hemous & Lint Barrage & Philippe Aghion, 2019. "Climate Change, Directed Innovation, and Energy Transition: The Long-run Consequences of the Shale Gas Revolution," 2019 Meeting Papers 1302, Society for Economic Dynamics.
    20. M. Hashem Pesaran & Badi H. Baltagi, 2007. "Heterogeneity and cross section dependence in panel data models: theory and applications introduction," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 229-232.
    21. Su, Hsin-Ning & Moaniba, Igam M., 2017. "Does innovation respond to climate change? Empirical evidence from patents and greenhouse gas emissions," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 49-62.
    22. Antoine Missemer, 2017. "Nicholas Georgescu-Roegen and degrowth," The European Journal of the History of Economic Thought, Taylor & Francis Journals, vol. 24(3), pages 493-506, May.
    23. Smulders, Sjak & de Nooij, Michiel, 2003. "The impact of energy conservation on technology and economic growth," Resource and Energy Economics, Elsevier, vol. 25(1), pages 59-79, February.
    24. 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.
    25. Robert M. Solow, 1973. "Is the end of the world at hand?," Palgrave Macmillan Books, in: Andrew Weintraub & Eli Schwartz & J. Richard Aronson (ed.), The Economic Growth Controversy, chapter 2, pages 39-61, Palgrave Macmillan.
    26. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    27. Joshua S. Gans, 2012. "Innovation and Climate Change Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 125-145, November.
    28. Zhang, Yue-Jun & Peng, Hua-Rong & Liu, Zhao & Tan, Weiping, 2015. "Direct energy rebound effect for road passenger transport in China: A dynamic panel quantile regression approach," Energy Policy, Elsevier, vol. 87(C), pages 303-313.
    29. Sharma, Rajesh & Sinha, Avik & Kautish, Pradeep, 2020. "Examining the impacts of economic and demographic aspects on the ecological footprint in South and Southeast Asian countries," MPRA Paper 104245, University Library of Munich, Germany, revised 2020.
    30. 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.
    31. Jason Hickel & Giorgos Kallis, 2020. "Is Green Growth Possible?," New Political Economy, Taylor & Francis Journals, vol. 25(4), pages 469-486, June.
    32. D’Alisa, Giacomo & Kallis, Giorgos, 2020. "Degrowth and the State," Ecological Economics, Elsevier, vol. 169(C).
    33. Sohag, Kazi & Taşkın, F. Dilvin & Malik, Muhammad Nasir, 2019. "Green economic growth, cleaner energy and militarization: Evidence from Turkey," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    34. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    35. Shahbaz, Muhammad & Raghutla, Chandrashekar & Song, Malin & Zameer, Hashim & Jiao, Zhilun, 2020. "Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China," Energy Economics, Elsevier, vol. 86(C).
    36. Donggyu Sul & Peter C. B. Phillips & Chi‐Young Choi, 2005. "Prewhitening Bias in HAC Estimation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(4), pages 517-546, August.
    37. Sadorsky, Perry, 2014. "The effect of urbanization on CO2 emissions in emerging economies," Energy Economics, Elsevier, vol. 41(C), pages 147-153.
    38. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    39. Nathalie Berta & Romain Debref & Franck-Dominique Vivien, 2021. "Economics and the environment since the 1950s: an overview," Post-Print hal-02968067, HAL.
    40. van der Zwaan, B. C. C. & Gerlagh, R. & G. & Klaassen & Schrattenholzer, L., 2002. "Endogenous technological change in climate change modelling," Energy Economics, Elsevier, vol. 24(1), pages 1-19, January.
    41. Kirsten S. Wiebe & Norihiko Yamano, 2016. "Estimating CO2 Emissions Embodied in Final Demand and Trade Using the OECD ICIO 2015: Methodology and Results," OECD Science, Technology and Industry Working Papers 2016/5, OECD Publishing.
    42. Garrone, Paola & Grilli, Luca, 2010. "Is there a relationship between public expenditures in energy R&D and carbon emissions per GDP? An empirical investigation," Energy Policy, Elsevier, vol. 38(10), pages 5600-5613, October.
    43. Weiss, Martin & Cattaneo, Claudio, 2017. "Degrowth – Taking Stock and Reviewing an Emerging Academic Paradigm," Ecological Economics, Elsevier, vol. 137(C), pages 220-230.
    44. Thomas Wiedmann & John Barrett, 2010. "A Review of the Ecological Footprint Indicator—Perceptions and Methods," Sustainability, MDPI, vol. 2(6), pages 1-49, June.
    45. Buonanno, Paolo & Carraro, Carlo & Galeotti, Marzio, 2003. "Endogenous induced technical change and the costs of Kyoto," Resource and Energy Economics, Elsevier, vol. 25(1), pages 11-34, February.
    46. Sorrell, Steve & Dimitropoulos, John & Sommerville, Matt, 2009. "Empirical estimates of the direct rebound effect: A review," Energy Policy, Elsevier, vol. 37(4), pages 1356-1371, April.
    47. World Bank, 2012. "Inclusive Green Growth : The Pathway to Sustainable Development," World Bank Publications - Books, The World Bank Group, number 6058.
    48. Choi, In, 1993. "Asymptotic Normality of the Least-Squares Estimates for Higher Order Autoregressive Integrated Processes with Some Applications," Econometric Theory, Cambridge University Press, vol. 9(2), pages 263-282, April.
    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. Gong, Qinyi & Ying, Limeng & Dai, Jiapeng, 2023. "Green finance and energy natural resources nexus with economic performance: A novel evidence from China," Resources Policy, Elsevier, vol. 84(C).
    2. Xie, Chunyu & Ye, Linlin & Zhong, Nan & Wan, Wenjun, 2024. "Impact of digital finance on corporate green innovation: Exploring role of land resource misallocation in China," Resources Policy, Elsevier, vol. 91(C).
    3. Ren, Xiaocong & He, Jun & Huang, Zilong, 2023. "Innovation, natural resources abundance, climate change and green growth in agriculture," Resources Policy, Elsevier, vol. 85(PA).
    4. Wang, Qiang & Sun, Ziyi & Guo, Jiale & Li, Rongrong, 2023. "The more effective option to combat environmental degradation: Energy efficiency vs. renewable energy vs. natural gas?," Energy, Elsevier, vol. 283(C).
    5. Javed, Aamir & Rapposelli, Agnese & Khan, Feroz & Javed, Asif, 2023. "The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    6. Zhang, Yi & Zhang, Leilei & Yu, Hang & Tu, Yanhong, 2023. "Does Geopolitical risk drive natural resources extraction globally? A Case of Global," Resources Policy, Elsevier, vol. 82(C).
    7. 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.
    8. Sami Ullah & Rundong Luo & Tomiwa Sunday Adebayo & Mustafa Tevfik Kartal, 2023. "Dynamics between environmental taxes and ecological sustainability: Evidence from top‐seven green economies by novel quantile approaches," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 825-839, April.
    9. Nalan IŞIK, 2024. "Journey to Discover the Footprint of Tourism from the Perspective of Ecological Modernization," Sosyoekonomi Journal, Sosyoekonomi Society, issue 32(60).
    10. He, Kang & Gan, Yue & Wu, Hong, 2024. "Natural resources, decentralized system, financial inclusion and sustainable development: Evidence from top emerging economies with resources abundance," Resources Policy, Elsevier, vol. 89(C).
    11. Song, Aifeng & Rasool, Zeeshan & Nazar, Raima & Anser, Muhammad Khalid, 2024. "Towards a greener future: How green technology innovation and energy efficiency are transforming sustainability," Energy, Elsevier, vol. 290(C).
    12. Tadashi Hirai, 2022. "A balancing act between economic growth and sustainable development: Historical trajectory through the lens of development indicators," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1900-1910, December.
    13. Wang, Xinghua & Su, Chi-Wei & Xue, Ziru & Xie, Xin, 2023. "Sustainable development goals perspective of natural resources: Does it paves the way for renewable sources of energy? A global case study," Resources Policy, Elsevier, vol. 86(PB).
    14. Maxwell Chukwudi Udeagha & Edwin Muchapondwa, 2023. "Environmental sustainability in South Africa: Understanding the criticality of economic policy uncertainty, fiscal decentralization, and green innovation," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1638-1651, June.
    15. Yupu Wang & Md. Qamruzzaman & Sylvia Kor, 2023. "Greening the Future: Harnessing ICT, Innovation, Eco-Taxes, and Clean Energy for Sustainable Ecology—Insights from Dynamic Seemingly Unrelated Regression, Continuously Updated Fully Modified, and Cont," Sustainability, MDPI, vol. 15(23), pages 1-26, November.
    16. Muhammad Ramzan & Ummara Razi & Muhammad Umer Quddoos & Tomiwa Sunday Adebayo, 2023. "Do green innovation and financial globalization contribute to the ecological sustainability and energy transition in the United Kingdom? Policy insights from a bootstrap rolling window approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 393-414, February.
    17. Nketiah, Emmanuel & Song, Huaming & Adjei, Mavis & Obuobi, Bright & Adu-Gyamfi, Gibbson, 2024. "Assessing the influence of research and development, environmental policies, and green technology on ecological footprint for achieving environmental sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).

    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. Taimoor Arif Kiani & Samina Sabir & Unbreen Qayyum & Sohail Anjum, 2023. "Estimating the effect of technological innovations on environmental degradation: empirical evidence from selected ASEAN and SAARC countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6529-6550, July.
    2. Muhammad Ramzan & Ummara Razi & Muhammad Umer Quddoos & Tomiwa Sunday Adebayo, 2023. "Do green innovation and financial globalization contribute to the ecological sustainability and energy transition in the United Kingdom? Policy insights from a bootstrap rolling window approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 393-414, February.
    3. Alataş, Sedat, 2022. "Do environmental technologies help to reduce transport sector CO2 emissions? Evidence from the EU15 countries," Research in Transportation Economics, Elsevier, vol. 91(C).
    4. Shahzadi, Irum & Yaseen, Muhammad Rizwan & Iqbal Khan, Muhammad Tariq & Amjad Makhdum, Muhammad Sohail & Ali, Qamar, 2022. "The nexus between research and development, renewable energy and environmental quality: Evidence from developed and developing countries," Renewable Energy, Elsevier, vol. 190(C), pages 1089-1099.
    5. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    6. Chris Belmert Milindi & Roula Inglesi-Lotz, 2023. "Impact of technological progress on carbon emissions in different country income groups," Energy & Environment, , vol. 34(5), pages 1348-1382, August.
    7. Ismet GOCER & Sedat ALATAS & Osman PEKER, 2016. "Effects of R&D and innovation on income in EU countries: new generation panel cointegration and causality analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(609), W), pages 153-164, Winter.
    8. Ismet GOCER & Sedat ALATAS & Osman PEKER, 2016. "Effects of R&D and innovation on income in EU countries: new generation panel cointegration and causality analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(4(609), W), pages 153-164, Winter.
    9. Gregory Casey, 2024. "Energy Efficiency and Directed Technical Change: Implications for Climate Change Mitigation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 192-228.
    10. Cristina I. Fernandes & Pedro Mota Veiga & João J.M. Ferreira & Mathew Hughes, 2021. "Green growth versus economic growth: Do sustainable technology transfer and innovations lead to an imperfect choice?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2021-2037, May.
    11. Jin, Wei, 2021. "Path dependence, self-fulfilling expectations, and carbon lock-in," Resource and Energy Economics, Elsevier, vol. 66(C).
    12. Mare Sarr & Joëlle Noailly, 2017. "Innovation, Diffusion, Growth and the Environment: Taking Stock and Charting New Directions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(3), pages 393-407, March.
    13. Appiah, Michael & Li, Mingxing & Sehrish, Saba & Abaji, Emad Eddin, 2023. "Investigating the connections between innovation, natural resource extraction, and environmental pollution in OECD nations; examining the role of capital formation," Resources Policy, Elsevier, vol. 81(C).
    14. Filiz ERATAŞ-SÖNMEZ & Yağmur SAĞLAM, 2019. "The Relationship between Financial Development and Economic Growth for Developing Countries: Panel Causality Analysis," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(42).
    15. Mehmet Balcilar & Ojonugwa Usman & George N. Ike, 2023. "Investing green for sustainable development without ditching economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 728-743, April.
    16. Lazkano, Itziar & Pham, Linh, 2016. "Do Fossil fuel Taxes Promote Innovation in Renewable Electricity Generation?," Discussion Paper Series in Economics 16/2016, Norwegian School of Economics, Department of Economics.
    17. repec:spo:wpmain:info:hdl:2441/14g286e42n8bl9is6h16b18kes is not listed on IDEAS
    18. Sinha, Avik & Shah, Muhammad Ibrahim & Mehta, Atul & Sharma, Rajesh, 2022. "Impact of Energy Innovation on Greenhouse Gas Emissions: Moderation of Regional Integration and Social Inequality in Asian Economies," ADBI Working Papers 1304, Asian Development Bank Institute.
    19. Aydin, Mucahit & Erdem, Azad, 2024. "Analyzing the impact of resource productivity, energy productivity, and renewable energy consumption on environmental quality in EU countries: The moderating role of productivity," Resources Policy, Elsevier, vol. 89(C).
    20. Naqvi, Asjad & Stockhammer, Engelbert, 2018. "Directed Technological Change in a Post-Keynesian Ecological Macromodel," Ecological Economics, Elsevier, vol. 154(C), pages 168-188.
    21. Guanling Chang & Iftikhar Yasin & Syed Muhammad Muddassir Abbas Naqvi, 2024. "Environmental Sustainability in OECD Nations: The Moderating Impact of Green Innovation on Urbanization and Green Growth," Sustainability, MDPI, vol. 16(16), pages 1-19, August.

    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:30:y:2022:i:5:p:976-988. 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.