IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v33y2025i1p1545-1574.html
   My bibliography  Save this article

Do ICT and green technology matter in sustainable development goals?

Author

Listed:
  • Daniel Balsalobre‐Lorente
  • Tugba Nur
  • Emre E. Topaloglu
  • Ladislav Pilař

Abstract

The desire for development in developed and developing countries has caused difficulties in realizing environmental goals. For this reason, initiatives such as Sustainable Development Goals have been taken to balance economic growth and environmental goals. Recent research from a sustainable development perspective has shown that skilled human capital, green technology, and ICT play an essential role in the sustainable management of natural resources. In this context, the present study aims to reveal the impact of natural resource rent, economic complexity, human development, green technological innovation, and ICT on ecological footprint. It also focuses on the moderating role of green technological innovation and ICT in the relationship between natural resource rent and ecological footprint. The findings show that natural resources and ICT are the causes of environmental degradation in G7 countries, whereas economic complexity, human development, and green technological innovation improve environmental quality. It has also been discovered that ICT and green technological innovation have a moderating role in the natural resources of G7 countries. In E7 countries, natural resource rent and economic complexity increase environmental degradation, whereas human development, ICT, and green technological innovation contribute to environmental quality. Causality findings are similar in both country groups. The findings show that synergies between SDG‐4 and SDG‐13 in G7 and E7 countries can help achieve climate action sustainably and effectively. Moreover, achieving SDG 13 in E7 countries requires interactive policies to achieve SDG‐12 and SDG‐17. Achieving SDG‐8 and SDG‐17 targets in G7 countries can contribute to combating climate change.

Suggested Citation

  • Daniel Balsalobre‐Lorente & Tugba Nur & Emre E. Topaloglu & Ladislav Pilař, 2025. "Do ICT and green technology matter in sustainable development goals?," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 1545-1574, February.
  • Handle: RePEc:wly:sustdv:v:33:y:2025:i:1:p:1545-1574
    DOI: 10.1002/sd.3185
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.3185
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.3185?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. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    2. Riza Radmehr & Samira Shayanmehr & Ernest Ali Baba & Ahmed Samour & Tomiwa Sunday Adebayo, 2024. "Spatial spillover effects of green technology innovation and renewable energy on ecological sustainability: New evidence and analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 1743-1761, June.
    3. Kashif Iqbal & Muddassar Sarfraz & Khurshid, 2023. "Exploring the role of information communication technology, trade, and foreign direct investment to promote sustainable economic growth: Evidence from Belt and Road Initiative economies," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1526-1535, June.
    4. Riza Radmehr & Samira Shayanmehr & Ernest Baba Ali & Elvis Kwame Ofori & Elżbieta Jasińska & Michał Jasiński, 2022. "Exploring the Nexus of Renewable Energy, Ecological Footprint, and Economic Growth through Globalization and Human Capital in G7 Economics," Sustainability, MDPI, vol. 14(19), pages 1-19, September.
    5. Grossman, Gene, 1993. "Pollution and Growth: What Do We Know?," CEPR Discussion Papers 848, C.E.P.R. Discussion Papers.
    6. 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.
    7. 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.
    8. Onifade, Stephen Taiwo, 2023. "Environmental impacts of energy indicators on ecological footprints of oil-exporting African countries: Perspectives on fossil resources abundance amidst sustainable development quests," Resources Policy, Elsevier, vol. 82(C).
    9. Taiwo Onifade, Stephen & Gyamfi, Bright Akwasi & Haouas, Ilham & Bekun, Festus Victor, 2021. "Re-examining the roles of economic globalization and natural resources consequences on environmental degradation in E7 economies: Are human capital and urbanization essential components?," Resources Policy, Elsevier, vol. 74(C).
    10. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    11. Muhammad Zahid Rafique & Abdul Majeed Nadeem & Wanjun Xia & Majid Ikram & Hafiz Muhammad Shoaib & Umer Shahzad, 2022. "Does economic complexity matter for environmental sustainability? Using ecological footprint as an indicator," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4623-4640, April.
    12. Liu, Jili & Kim Loan, Vo Thi & Mousa, Saeed & Ali, Anis & Muda, Iskandar & Cong, Phan The, 2023. "Sustainability and natural resources management in developed countries: The role of financial inclusion and human development," Resources Policy, Elsevier, vol. 80(C).
    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. Danish, & Ulucak, Recep & Baloch, Muhammad Awais, 2023. "An empirical approach to the nexus between natural resources and environmental pollution: Do economic policy and environmental-related technologies make any difference?," Resources Policy, Elsevier, vol. 81(C).
    15. L. Vanessa Smith & Stephen Leybourne & Tae-Hwan Kim & Paul Newbold, 2004. "More powerful panel data unit root tests with an application to mean reversion in real exchange rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 147-170.
    16. Idiano D’Adamo & Massimo Gastaldi & Manoj Kumar Nallapaneni, 2024. "Europe Moves toward Pragmatic Sustainability: A More Human and Fraternal Approach," Sustainability, MDPI, vol. 16(14), pages 1-4, July.
    17. Idiano D’Adamo & Cristina Di Carlo & Massimo Gastaldi & Edouard Nicolas Rossi & Antonio Felice Uricchio, 2024. "Economic Performance, Environmental Protection and Social Progress: A Cluster Analysis Comparison towards Sustainable Development," Sustainability, MDPI, vol. 16(12), pages 1-24, June.
    18. 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.
    19. Assunta Di Vaio & Giuseppe Dell'Amura & Meghna Chhabra & Antonio Garofalo, 2024. "Circular economy and waste production models for sustainable development goals 12 and 14: Evidence from cruise sustainability reporting," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 6686-6702, December.
    20. Syed Mithun Ali & Andrea Appolloni & Fausto Cavallaro & Idiano D’Adamo & Assunta Di Vaio & Francesco Ferella & Massimo Gastaldi & Muhammad Ikram & Nallapaneni Manoj Kumar & Michael Alan Martin & Abdul, 2023. "Development Goals towards Sustainability," Sustainability, MDPI, vol. 15(12), pages 1-11, June.
    21. Brock, William A. & Taylor, M. Scott, 2005. "Economic Growth and the Environment: A Review of Theory and Empirics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 28, pages 1749-1821, Elsevier.
    22. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    23. Miao, Chenglin & Fang, Debin & Sun, Liyan & Luo, Qiaoling, 2017. "Natural resources utilization efficiency under the influence of green technological innovation," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 153-161.
    24. Habiba, Umme & Xinbang, Cao & Anwar, Ahsan, 2022. "Do green technology innovations, financial development, and renewable energy use help to curb carbon emissions?," Renewable Energy, Elsevier, vol. 193(C), pages 1082-1093.
    25. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
    26. Dai, Siwei & Du, Xiaoyan, 2023. "Discovering the role of trade diversification, natural resources, and environmental policy stringency on ecological sustainability in the BRICST region," Resources Policy, Elsevier, vol. 85(PB).
    27. 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.
    28. Balsalobre-Lorente, Daniel & Abbas, Jaffar & He, Chang & Pilař, Ladislav & Shah, Syed Ale Raza, 2023. "Tourism, urbanization and natural resources rents matter for environmental sustainability: The leading role of AI and ICT on sustainable development goals in the digital era," Resources Policy, Elsevier, vol. 82(C).
    29. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    30. Li, Zhiyuan & Doğan, Buhari & Ghosh, Sudeshna & Chen, Wei-Ming & Lorente, Daniel Balsalobre, 2024. "Economic complexity, natural resources and economic progress in the era of sustainable development: Findings in the context of resource deployment challenges," Resources Policy, Elsevier, vol. 88(C).
    31. Asif Khan & Wu Ximei, 2022. "Digital Economy and Environmental Sustainability: Do Information Communication and Technology (ICT) and Economic Complexity Matter?," IJERPH, MDPI, vol. 19(19), pages 1-21, September.
    32. 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).
    33. David Lin & Laurel Hanscom & Adeline Murthy & Alessandro Galli & Mikel Evans & Evan Neill & Maria Serena Mancini & Jon Martindill & Fatime-Zahra Medouar & Shiyu Huang & Mathis Wackernagel, 2018. "Ecological Footprint Accounting for Countries: Updates and Results of the National Footprint Accounts, 2012–2018," Resources, MDPI, vol. 7(3), pages 1-22, September.
    34. Chenxi Wang & Xingguang Pan & Deli Wang & Muhammad Wasif Zafar, 2024. "Information communication technology, globalization, and energy poverty: Prospects for sustainable development in the N‐11 countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7156-7170, December.
    35. Sun, Yunpeng & Tian, Wenjuan & Mehmood, Usman & Zhang, Xiaoyu & Tariq, Salman, 2023. "How do natural resources, urbanization, and institutional quality meet with ecological footprints in the presence of income inequality and human capital in the next eleven countries?," Resources Policy, Elsevier, vol. 85(PA).
    36. Nchofoung, Tii N. & Achuo, Elvis Dze & Asongu, Simplice A., 2021. "Resource rents and inclusive human development in developing countries," Resources Policy, Elsevier, vol. 74(C).
    37. Zhou, Runyu & Abbasi, Kashif Raza & Salem, Sultan & Almulhim, Abdulaziz.I. & Alvarado, Rafael, 2022. "Do natural resources, economic growth, human capital, and urbanization affect the ecological footprint? A modified dynamic ARDL and KRLS approach," Resources Policy, Elsevier, vol. 78(C).
    38. 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.
    39. Muhammad Usman & Atif Jahanger & Magdalena Radulescu & Daniel Balsalobre-Lorente, 2022. "Do Nuclear Energy, Renewable Energy, and Environmental-Related Technologies Asymmetrically Reduce Ecological Footprint? Evidence from Pakistan," Energies, MDPI, vol. 15(9), pages 1-24, May.
    40. Yang Chen & Chien-Chiang Lee & Ming Chen, 2022. "Ecological footprint, human capital, and urbanization," Energy & Environment, , vol. 33(3), pages 487-510, May.
    41. Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).
    42. Muhammad Tariq Majeed & Maria Mazhar & Isma Samreen & Aisha Tauqir, 2022. "Economic complexities and environmental degradation: evidence from OECD countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5846-5866, April.
    43. Nattapan Kongbuamai & Quocviet Bui & Festus Fatai Adedoyin & Festus Victor Bekun, 2023. "Developing environmental policy framework for sustainable development in Next-11 countries: the impacts of information and communication technology and urbanization on the ecological footprint," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11307-11335, October.
    44. Pata, Ugur Korkut & Aydin, Mucahit & Haouas, Ilham, 2021. "Are natural resources abundance and human development a solution for environmental pressure? Evidence from top ten countries with the largest ecological footprint," Resources Policy, Elsevier, vol. 70(C).
    45. Jie, Huo & Khan, Irfan & Alharthi, Majed & Zafar, Muhammad Wasif & Saeed, Asif, 2023. "Sustainable energy policy, socio-economic development, and ecological footprint: The economic significance of natural resources, population growth, and industrial development," Utilities Policy, Elsevier, vol. 81(C).
    46. Mrabet, Zouhair & Alsamara, Mouyad & Mimouni, Karim & Mnasri, Ayman, 2021. "Can human development and political stability improve environmental quality? New evidence from the MENA region," Economic Modelling, Elsevier, vol. 94(C), pages 28-44.
    47. Rafei, Meysam & Esmaeili, Parisa & Balsalobre-Lorente, Daniel, 2022. "A step towards environmental mitigation: How do economic complexity and natural resources matter? Focusing on different institutional quality level countries," Resources Policy, Elsevier, vol. 78(C).
    48. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    49. Hassan, Syed Tauseef & Batool, Bushra & Wang, Ping & Zhu, Bangzhu & Sadiq, Muhammad, 2023. "Impact of economic complexity index, globalization, and nuclear energy consumption on ecological footprint: First insights in OECD context," Energy, Elsevier, vol. 263(PA).
    50. Wang, Shubin & Zhao, Erlong & Razzaq, Hafiz Kashif, 2022. "Dynamic role of renewable energy efficiency, natural resources, and climate technologies in realizing environmental sustainability: Implications for China," Renewable Energy, Elsevier, vol. 198(C), pages 1095-1104.
    51. Zheng Guang‐Wen & Muntasir Murshed & Abu Bakkar Siddik & Md Shabbir Alam & Daniel Balsalobre‐Lorente & Haider Mahmood, 2023. "Achieving the objectives of the 2030 sustainable development goals agenda: Causalities between economic growth, environmental sustainability, financial development, and renewable energy consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 680-697, April.
    52. Malayaranjan Sahoo & Padmaja Bhujabal & Mohini Gupta & Muhummad Khairul Islam, 2024. "Empowering BRICS economies: The crucial role of green finance, information and communication technology and innovation in sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(6), pages 7292-7308, December.
    53. Assad Ullah & Murat Tekbaş & Mesut Doğan, 2023. "The Impact of Economic Growth, Natural Resources, Urbanization and Biocapacity on the Ecological Footprint: The Case of Turkey," Sustainability, MDPI, vol. 15(17), pages 1-15, August.
    54. Alisha Ralph & Akarsh Arora, 2024. "Mapping the literature on decent work: A bibliometric analysis of sustainable development goal 8," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3937-3952, August.
    Full references (including those not matched with items on IDEAS)

    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. Emre E. Topaloglu & Daniel Balsalobre-Lorente & Tugba Nur & Ilhan Ege, 2025. "The Relevance of Financial Development, Natural Resources, Technological Innovation, and Human Development for Carbon and Ecological Footprints: Fresh Evidence of the Resource Curse Hypothesis in G-10," Sustainability, MDPI, vol. 17(6), pages 1-32, March.
    2. Sinan Erdogan, 2024. "Linking natural resources and environmental sustainability: A panel data approach based on the load capacity curve hypothesis," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3182-3194, August.
    3. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).
    4. Chen, Jie & Huang, Shoujun & Kamran, Hafiz Waqas, 2023. "Empowering sustainability practices through energy transition for sustainable development goal 7: The role of energy patents and natural resources among European Union economies through advanced panel," Energy Policy, Elsevier, vol. 176(C).
    5. Ranjan Aneja & Manisha Yadav & Sanjeev Gupta, 2024. "The dynamic impact assessment of clean energy and green innovation in realizing environmental sustainability of G‐20," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2454-2473, June.
    6. Chen, Jie & Huang, Shoujun & Ajaz, Tahseen, 2022. "Natural resources management and technological innovation under EKC framework: A glimmer of hope for sustainable environment in newly industrialized countries," Resources Policy, Elsevier, vol. 79(C).
    7. 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.
    8. Jahanger, Atif & Usman, Muhammad & Kousar, Rakhshanda & Balsalobre-Lorente, Daniel, 2023. "Implications for optimal abatement path through the deployment of natural resources, human development, and energy consumption in the era of digitalization," Resources Policy, Elsevier, vol. 86(PB).
    9. Zhao, Yunying & Wang, Wenju & Liang, Zhentang & Luo, Peng, 2024. "Racing towards zero carbon: Unraveling the interplay between natural resource rents, green innovation, geopolitical risk and environmental pollution in BRICS countries," Resources Policy, Elsevier, vol. 88(C).
    10. Bilgehan Tekin, 2024. "The catalyzing role of financial inclusion in decoding environmental challenges and fostering a sustainable future in BRICS‐T," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1572-1603, November.
    11. Siming Zuo & Mingxia Zhu & Zhexiao Xu & Judit Oláh & Zoltan Lakner, 2021. "The Dynamic Impact of Natural Resource Rents, Financial Development, and Technological Innovations on Environmental Quality: Empirical Evidence from BRI Economies," IJERPH, MDPI, vol. 19(1), pages 1-17, December.
    12. Javed, Aamir & Rapposelli, Agnese & Khan, Feroz & Javed, Asif & Abid, Nabila, 2024. "Do green technology innovation, environmental policy, and the transition to renewable energy matter in times of ecological crises? A step towards ecological sustainability," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    13. Minjing Yang & Cosimo Magazzino & Abraham Ayobamiji Awosusi & Navzodbek Abdulloev, 2024. "Determinants of Load capacity factor in BRICS countries: A panel data analysis," Natural Resources Forum, Blackwell Publishing, vol. 48(2), pages 525-548, May.
    14. Sun, Yunpeng & Tian, Wenjuan & Mehmood, Usman & Zhang, Xiaoyu & Tariq, Salman, 2023. "How do natural resources, urbanization, and institutional quality meet with ecological footprints in the presence of income inequality and human capital in the next eleven countries?," Resources Policy, Elsevier, vol. 85(PA).
    15. Bright Akwasi Gyamfi & Divine Q. Agozie & Festus Victor Bekun & Cihat Köksal, 2024. "Beyond the Environmental Kuznets Curve in South Asian economies: accounting for the combined effect of information and communication technology, human development and urbanization," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 11263-11288, May.
    16. 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).
    17. Ahmad, Mahmood & Ahmed, Zahoor & Khan, Sana Akbar & Alvarado, Rafael, 2023. "Towards environmental sustainability in E−7 countries: Assessing the roles of natural resources, economic growth, country risk, and energy transition," Resources Policy, Elsevier, vol. 82(C).
    18. 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).
    19. Maxwell Chukwudi Udeagha & Edwin Muchapondwa, 2023. "Achieving regional sustainability and carbon neutrality target in Brazil, Russia, India, China, and South Africa economies: Understanding the importance of fiscal decentralization, export diversificat," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2620-2635, August.
    20. Ali, Kishwar & Jianguo, Du & Kirikkaleli, Dervis, 2022. "Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies," Resources Policy, Elsevier, vol. 79(C).

    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:33:y:2025:i:1:p:1545-1574. 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.