IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v161y2020ics0040162520310829.html
   My bibliography  Save this article

Innovation input, governance and climate change: Evidence from emerging countries

Author

Listed:
  • Afrifa, Godfred Adjapong
  • Tingbani, Ishmael
  • Yamoah, Fred
  • Appiah, Gloria

Abstract

This study sheds light on the extent to which innovation input influences CO2 emissions and how country-level governance factors may moderate this relationship. The sample for the study consists of CO2 emissions per capita from 29 emerging countries and 725 country-year observations. We find a negative relationship between innovation input and CO2 emissions, suggesting that countries that invest in innovation combat climate change by reducing CO2 emissions. By separating the sample into low and high innovative countries, the results show that reduction of CO2 emissions is more pronounced in countries with high innovation input. We further establish that country-level governance factors, including political stability, government effectiveness, regulation quality, rule of law and control of corruption all negatively moderate the effects of innovation input on CO2 emissions. Our findings shed new light on the theoretical and practical implications of innovation and country-level governance on climate change initiatives.

Suggested Citation

  • Afrifa, Godfred Adjapong & Tingbani, Ishmael & Yamoah, Fred & Appiah, Gloria, 2020. "Innovation input, governance and climate change: Evidence from emerging countries," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
  • Handle: RePEc:eee:tefoso:v:161:y:2020:i:c:s0040162520310829
    DOI: 10.1016/j.techfore.2020.120256
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162520310829
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2020.120256?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2002. "The Regulation of Entry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 1-37.
    2. Mark A. Cohen & Adeline Tubb, 2018. "The Impact of Environmental Regulation on Firm and Country Competitiveness: A Meta-analysis of the Porter Hypothesis," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(2), pages 371-399.
    3. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    4. Daniel Kaufmann & Aart Kraay & Massimo Mastruzzi, 2003. "Governance Matters III: Governance Indicators for 1996-2002," Development and Comp Systems 0308001, University Library of Munich, Germany.
    5. Torsten Persson & Guido Tabellini, 2009. "Democratic Capital: The Nexus of Political and Economic Change," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(2), pages 88-126, July.
    6. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    7. Ana Simaens & Mieneke Koster, 2013. "Reporting on sustainable operations by third sector organizations: A signalling approach," Public Management Review, Taylor & Francis Journals, vol. 15(7), pages 1040-1062, October.
    8. Shirish Sangle, 2011. "Adoption of cleaner technology for climate proactivity: a technology–firm–stakeholder framework," Business Strategy and the Environment, Wiley Blackwell, vol. 20(6), pages 365-378, September.
    9. Grant Savage & Michele Bunn & Barbara Gray & Qian Xiao & Sijun Wang & Elizabeth Wilson & Eric Williams, 2010. "Stakeholder Collaboration: Implications for Stakeholder Theory and Practice," Journal of Business Ethics, Springer, vol. 96(1), pages 21-26, August.
    10. David Talbot & Olivier Boiral, 2015. "Strategies for Climate Change and Impression Management: A Case Study Among Canada’s Large Industrial Emitters," Journal of Business Ethics, Springer, vol. 132(2), pages 329-346, December.
    11. Pushak, Taras & Tiongson, Erwin R. & Varoudakis, Aristomene, 2007. "Public finance, governance, and growth in transition economies : empirical evidence from 1992-2004," Policy Research Working Paper Series 4255, The World Bank.
    12. Pegkas, Panagiotis & Staikouras, Christos & Tsamadias, Constantinos, 2019. "Does research and development expenditure impact innovation? Evidence from the European Union countries," Journal of Policy Modeling, Elsevier, vol. 41(5), pages 1005-1025.
    13. Jellema, Jon & Roland, Gerard, 2011. "Institutional clusters and economic performance," Journal of Economic Behavior & Organization, Elsevier, vol. 79(1-2), pages 108-132, June.
    14. 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.
    15. David Christopher Sprengel & Timo Busch, 2011. "Stakeholder engagement and environmental strategy – the case of climate change," Business Strategy and the Environment, Wiley Blackwell, vol. 20(6), pages 351-364, September.
    16. Per G. Fredriksson & Eric Neumayer, 2016. "Corruption and Climate Change Policies: Do the Bad Old Days Matter?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 63(2), pages 451-469, February.
    17. Danquah Jeff Boakye & Ishmael TIngbani & Gabriel Ahinful & Isaac Damoah & Venancio Tauringana, 2020. "Sustainable environmental practices and financial performance: Evidence from listed small and medium‐sized enterprise in the United Kingdom," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2583-2602, September.
    18. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2003. "Government matters III : governance indicators for 1996-2002," Policy Research Working Paper Series 3106, The World Bank.
    19. Fischer, Stanley & Alonso-Gamo, Patricia & Erickson von Allmen, Ulric, 2001. "Economic Developments in the West Bank and Gaza since Oslo," Economic Journal, Royal Economic Society, vol. 111(472), pages 254-275, June.
    20. Michael Spence, 2002. "Signaling in Retrospect and the Informational Structure of Markets," American Economic Review, American Economic Association, vol. 92(3), pages 434-459, June.
    21. Shahbaz, Muhammad & Loganathan, Nanthakumar & Muzaffar, Ahmed Taneem & Ahmed, Khalid & Ali Jabran, Muhammad, 2016. "How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 83-93.
    22. Babatunde O. Abidoye & Ayodele F. Odusola, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," Journal of African Economies, Centre for the Study of African Economies, vol. 24(2), pages 277-301.
    23. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2007. "Governance Matters VI: Aggregate and Individual Governance Indicators, 1996-2006," Policy Research Working Paper Series 4280, The World Bank.
    24. Lars Moratis, 2018. "Signalling Responsibility? Applying Signalling Theory to the ISO 26000 Standard for Social Responsibility," Sustainability, MDPI, vol. 10(11), pages 1-20, November.
    25. Nyantakyi-Frimpong, Hanson, 2020. "What lies beneath: Climate change, land expropriation, and zaï agroecological innovations by smallholder farmers in Northern Ghana," Land Use Policy, Elsevier, vol. 92(C).
    26. Georg Weinhofer & Volker H. Hoffmann, 2010. "Mitigating climate change – how do corporate strategies differ?," Business Strategy and the Environment, Wiley Blackwell, vol. 19(2), pages 77-89, February.
    27. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    28. Jinyoung Hwang, 2002. "A Note On The Relationship Between Corruption And Government Revenue," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 27(2), pages 161-177, December.
    29. Ishmael Tingbani & Lyton Chithambo & Venancio Tauringana & Nikolaos Papanikolaou, 2020. "Board gender diversity, environmental committee and greenhouse gas voluntary disclosures," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2194-2210, September.
    30. Erin M. Reid & Michael W. Toffel, 2009. "Responding to public and private politics: corporate disclosure of climate change strategies," Strategic Management Journal, Wiley Blackwell, vol. 30(11), pages 1157-1178, November.
    31. Azmat Gani, 2012. "The Relationship Between Good Governance And Carbon Dioxide Emissions: Evidence From Developing Economies," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 37(1), pages 77-93, March.
    32. Richard G. Newell, 2010. "The role of markets and policies in delivering innovation for climate change mitigation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 26(2), pages 253-269, Summer.
    33. 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.
    34. Gande, Amar & Kalpathy, Swaminathan, 2017. "CEO compensation and risk-taking at financial firms: Evidence from U.S. federal loan assistance," Journal of Corporate Finance, Elsevier, vol. 47(C), pages 131-150.
    35. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    36. Tingbani, Ishmael & Okafor, Godwin & Tauringana, Venancio & Zalata, Alaa Mansour, 2019. "Terrorism and country-level global business failure," Journal of Business Research, Elsevier, vol. 98(C), pages 430-440.
    37. Harish Kumar Jeswani & Walter Wehrmeyer & Yacob Mulugetta, 2008. "How warm is the corporate response to climate change? Evidence from Pakistan and the UK," Business Strategy and the Environment, Wiley Blackwell, vol. 17(1), pages 46-60, January.
    38. Ebru Guven Solakoglu, 2007. "The Effect of Property Rights on the Relationship Between Economic Growth and Pollution for Transition Economies," Eastern European Economics, Taylor & Francis Journals, vol. 45(1), pages 77-94, February.
    39. Du, Ding & Zhao, Xiaobing & Huang, Ruihong, 2017. "The impact of climate change on developed economies," Economics Letters, Elsevier, vol. 153(C), pages 43-46.
    40. Nicole Darnall & Joann Carmin, 2005. "Greener and cleaner? The signaling accuracy of U.S. voluntary environmental programs," Policy Sciences, Springer;Society of Policy Sciences, vol. 38(2), pages 71-90, September.
    41. Simon Cadez & Albert Czerny & Peter Letmathe, 2019. "Stakeholder pressures and corporate climate change mitigation strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 1-14, January.
    42. Michael L. Barnett & Robert M. Salomon, 2012. "Does it pay to be really good? addressing the shape of the relationship between social and financial performance," Strategic Management Journal, Wiley Blackwell, vol. 33(11), pages 1304-1320, November.
    43. Abdelzaher, Dina M. & Martynov, Aleksey & Abdel Zaher, Angie M., 2020. "Vulnerability to climate change: Are innovative countries in a better position?," Research in International Business and Finance, Elsevier, vol. 51(C).
    44. Erin Marie Reid & Michael W. Toffel, 2008. "Responding to Public and Private Politics: Corporate Disclosure of Climate Change Strategies," Harvard Business School Working Papers 09-019, Harvard Business School, revised Jun 2009.
    45. Anthony Arundel & Keith Smith, 2013. "History of the Community Innovation Survey," Chapters, in: Fred Gault (ed.), Handbook of Innovation Indicators and Measurement, chapter 3, pages 60-87, Edward Elgar Publishing.
    46. Amankwah-Amoah, Joseph, 2015. "Solar energy in sub-Saharan Africa: The challenges and opportunities of technological leapfrogging," MPRA Paper 88627, University Library of Munich, Germany.
    47. Lyton Chithambo & Ishmael Tingbani & Godfred Afrifa Agyapong & Ernest Gyapong & Isaac Sakyi Damoah, 2020. "Corporate voluntary greenhouse gas reporting: Stakeholder pressure and the mediating role of the chief executive officer," Business Strategy and the Environment, Wiley Blackwell, vol. 29(4), pages 1666-1683, May.
    48. Abbasi, Faiza & Riaz, Khalid, 2016. "CO2 emissions and financial development in an emerging economy: An augmented VAR approach," Energy Policy, Elsevier, vol. 90(C), pages 102-114.
    49. Christian Leuz, 2010. "Different approaches to corporate reporting regulation: How jurisdictions differ and why," Accounting and Business Research, Taylor & Francis Journals, vol. 40(3), pages 229-256.
    50. Bak, Céline & Bhattacharya, Amar & Edenhofer, Ottmar & Knopf, Brigitte, 2017. "Towards a comprehensive approach to climate policy, sustainable infrastructure, and finance," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 11, pages 1-13.
    51. Fredriksson, Per G. & Neumayer, Eric, 2013. "Democracy and climate change policies: Is history important?," Ecological Economics, Elsevier, vol. 95(C), pages 11-19.
    52. Charles P. Oman & Christiane Arndt, 2010. "Measuring Governance," OECD Development Centre Policy Briefs 39, OECD Publishing.
    53. Fred Gault (ed.), 2013. "Handbook of Innovation Indicators and Measurement," Books, Edward Elgar Publishing, number 14427.
    54. 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.
    55. Le, Thai-Ha & Le, Ha-Chi & Taghizadeh-Hesary, Farhad, 2020. "Does financial inclusion impact CO2 emissions? Evidence from Asia," Finance Research Letters, Elsevier, vol. 34(C).
    56. Erdal Gumus & Ferdi Celikay, 2015. "R&D Expenditure and Economic Growth: New Empirical Evidence," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 9(3), pages 205-217, August.
    57. Jennifer Goodman & Angelina Korsunova & Minna Halme, 2017. "Our Collaborative Future: Activities and Roles of Stakeholders in Sustainability‐Oriented Innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 26(6), pages 731-753, September.
    58. Binz, Christian & Truffer, Bernhard & Li, Li & Shi, Yajuan & Lu, Yonglong, 2012. "Conceptualizing leapfrogging with spatially coupled innovation systems: The case of onsite wastewater treatment in China," Technological Forecasting and Social Change, Elsevier, vol. 79(1), pages 155-171.
    59. Aleksandras Vytautas Rutkauskas & Irena RaÄ inskaja & Alina KvietkauskienÄ—, 2014. "The technology of adaptive complex systems as an adequate synergy tool of knowledge, innovation and technology features designing universal sustainable development of country," International Journal of Transitions and Innovation Systems, Inderscience Enterprises Ltd, vol. 3(2), pages 104-114.
    60. Tauringana, Venancio & Chithambo, Lyton, 2015. "The effect of DEFRA guidance on greenhouse gas disclosure," The British Accounting Review, Elsevier, vol. 47(4), pages 425-444.
    61. Cameron Hepburn, 2006. "Regulation by Prices, Quantities, or Both: A Review of Instrument Choice," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(2), pages 226-247, Summer.
    62. Dong, Liang & Gu, Fumei & Fujita, Tsuyoshi & Hayashi, Yoshitsugu & Gao, Jie, 2014. "Uncovering opportunity of low-carbon city promotion with industrial system innovation: Case study on industrial symbiosis projects in China," Energy Policy, Elsevier, vol. 65(C), pages 388-397.
    63. Daniel, Volker & Steege, Lucas ter, 2020. "Inflation expectations and the recovery from the Great Depression in Germany," Explorations in Economic History, Elsevier, vol. 75(C).
    64. Cirera, Xavier & Muzi, Silvia, 2020. "Measuring innovation using firm-level surveys: Evidence from developing countries✰," Research Policy, Elsevier, vol. 49(3).
    65. Abidoye, Babatunde & Odusola, Ayodele, 2015. "Climate Change and Economic Growth in Africa: An Econometric Analysis," UNDP Africa Economists Working Papers 307336, United Nations Development Programme (UNDP).
    66. Albert Czerny & Peter Letmathe, 2017. "Eco‐efficiency: GHG reduction related environmental and economic performance. The case of the companies participating in the EU Emissions Trading Scheme," Business Strategy and the Environment, Wiley Blackwell, vol. 26(6), pages 791-806, September.
    67. Zheng, Jiali & Mi, Zhifu & Coffman, D'Maris & Milcheva, Stanimira & Shan, Yuli & Guan, Dabo & Wang, Shouyang, 2019. "Regional development and carbon emissions in China," Energy Economics, Elsevier, vol. 81(C), pages 25-36.
    68. Mair, Johanna & Marti, Ignasi, 2009. "Entrepreneurship in and around institutional voids: A case study from Bangladesh," Journal of Business Venturing, Elsevier, vol. 24(5), pages 419-435, September.
    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. Simon Cadez & Albert Czerny & Peter Letmathe, 2019. "Stakeholder pressures and corporate climate change mitigation strategies," Business Strategy and the Environment, Wiley Blackwell, vol. 28(1), pages 1-14, January.
    2. Oksana Seroka-Stolka, 2023. "Enhancing Environmental Sustainability: Stakeholder Pressure and Corporate CO 2 -Related Performance—An Examination of the Mediating and Moderating Effects of Corporate Decarbonization Strategies," Sustainability, MDPI, vol. 15(19), pages 1-18, September.
    3. Agnieszka Karman, 2022. "The Homogenization of Carbon Management Practices: How Organizations Response to Isomorphic Pressures to Reduce GHG Emissions," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 148-173.
    4. Abid, Mehdi, 2016. "Impact of economic, financial, and institutional factors on CO2 emissions: Evidence from Sub-Saharan Africa economies," Utilities Policy, Elsevier, vol. 41(C), pages 85-94.
    5. Abreu, Mônica Cavalcanti Sá de & Webb, Kernaghan & Araújo, Francisco Sávio Maurício & Cavalcante, Jaime Phasquinel Lopes, 2021. "From “business as usual” to tackling climate change: Exploring factors affecting low-carbon decision-making in the canadian oil and gas sector," Energy Policy, Elsevier, vol. 148(PA).
    6. Wu, Bao & Monfort, Abel & Jin, Chenfei & Shen, Xinyan, 2022. "Substantial response or impression management? Compliance strategies for sustainable development responsibility in family firms," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    7. Olivier Boiral & Marie‐Christine Brotherton & Léo Rivaud & David Talbot, 2022. "Comparing the uncomparable? An investigation of car manufacturers' climate performance," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2213-2229, July.
    8. Zahra Borghei, 2021. "Carbon disclosure: a systematic literature review," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5255-5280, December.
    9. Matthias Damert & Rupert J. Baumgartner, 2018. "External Pressures or Internal Governance – What Determines the Extent of Corporate Responses to Climate Change?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(4), pages 473-488, July.
    10. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    11. Thayla Zomer & Paulo Savaget, 2023. "Disentangling Decarbonisation Ambidexterity: An Analysis of European Companies," Sustainability, MDPI, vol. 15(13), pages 1-17, July.
    12. Shahbaz, Muhammad & Nasir, Muhammad Ali & Hille, Erik & Mahalik, Mantu Kumar, 2020. "UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017)," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    13. Zhao, Jing & Zhao, Ziru & Zhang, Huan, 2021. "The impact of growth, energy and financial development on environmental pollution in China: New evidence from a spatial econometric analysis," Energy Economics, Elsevier, vol. 93(C).
    14. Khezri, Mohsen & Karimi, Mohammad Sharif & Khan, Y.A. & Abbas, S.Z., 2021. "The spillover of financial development on CO2 emission: A spatial econometric analysis of Asia-Pacific countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    15. Sadia Samar Ali & Rajbir Kaur & Filiz Ersöz & Bothinah Altaf & Arati Basu & Gerhard-Wilhelm Weber, 2020. "Measuring carbon performance for sustainable green supply chain practices: a developing country scenario," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(4), pages 1389-1416, December.
    16. Christian Felix Böttcher & Martin Müller, 2015. "Drivers, Practices and Outcomes of Low‐carbon Operations: Approaches of German Automotive Suppliers to Cutting Carbon Emissions," Business Strategy and the Environment, Wiley Blackwell, vol. 24(6), pages 477-498, September.
    17. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    18. Frederik Dahlmann & Layla Branicki & Stephen Brammer, 2017. "‘Carrots for Corporate Sustainability’: Impacts of Incentive Inclusiveness and Variety on Environmental Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 26(8), pages 1110-1131, December.
    19. Ling Xiong & Shaozhou Qi, 2018. "Financial Development And Carbon Emissions In Chinese Provinces: A Spatial Panel Data Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(02), pages 447-464, March.
    20. Acheampong, Alex O., 2019. "Modelling for insight: Does financial development improve environmental quality?," Energy Economics, Elsevier, vol. 83(C), pages 156-179.

    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:eee:tefoso:v:161:y:2020:i:c:s0040162520310829. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.