IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v169y2021ics0040162521002389.html
   My bibliography  Save this article

Does the participation in global value chains promote interregional carbon emissions transferring via trade? Evidence from 39 major economies

Author

Listed:
  • Zhong, Zhangqi
  • Guo, Zhifang
  • Zhang, Jianwu

Abstract

On the basis of building the models measuring the degree of participation in global value chains (GVCs), this paper establishes an econometric panel data model to investigate the impact of participation in GVCs on the carbon emissions transferring via trade (CTT) in 39 major economies, and it articulates relevant environmental governance policies that potentially achieve emissions reduction targets. Results indicate that, from a global perspective, as the degree of participation in GVCs rises, the CTT would also increase, and a series of tests showed that the robustness of this argument was not interfered with by endogenous issues. The growth of the CTT from the continuous deepening of participation in GVCs could be partially counterbalanced by reductions in emissions through relevant policies such as the increase of energy intensity, the optimization of industrial structure, and the improvement of residents’ awareness of emission reduction. Thus, we should discuss emissions reduction obligation assignments from the perspective of participation in GVCs, and relevant measures on emission reduction should also be placed on optimizing the division of participation in GVCs for each country, so as to lessen local economic dependence on energy intensive products. Overall, this paper could provide more comprehensive insight to enhance our understanding of the determinants driving the changes in the CTT in response to global climate change.

Suggested Citation

  • Zhong, Zhangqi & Guo, Zhifang & Zhang, Jianwu, 2021. "Does the participation in global value chains promote interregional carbon emissions transferring via trade? Evidence from 39 major economies," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
  • Handle: RePEc:eee:tefoso:v:169:y:2021:i:c:s0040162521002389
    DOI: 10.1016/j.techfore.2021.120806
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162521002389
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2021.120806?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. Pol Antràs & Davin Chor, 2013. "Organizing the Global Value Chain," Econometrica, Econometric Society, vol. 81(6), pages 2127-2204, November.
    2. Laura Alfaro & Pol Antràs & Davin Chor & Paola Conconi, 2019. "Internalizing Global Value Chains: A Firm-Level Analysis," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 508-559.
    3. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    4. Pol Antras & Davin Chor & Thibault Fally & Russell Hillberry, 2012. "Measuring the Upstreamness of Production and Trade Flows," American Economic Review, American Economic Association, vol. 102(3), pages 412-416, May.
    5. Klette, Tor Jakob & Griliches, Zvi, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 343-361, July-Aug..
    6. Zhong, Zhangqi & Jiang, Lei & Zhou, Peng, 2018. "Transnational transfer of carbon emissions embodied in trade: Characteristics and determinants from a spatial perspective," Energy, Elsevier, vol. 147(C), pages 858-875.
    7. Guillaume Daudin & Christine Rifflart & Danielle Schweisguth, 2011. "Who produces for whom in the world economy?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(4), pages 1403-1437, November.
    8. Chen, G.Q. & Chen, Z.M., 2011. "Greenhouse gas emissions and natural resources use by the world economy: Ecological input–output modeling," Ecological Modelling, Elsevier, vol. 222(14), pages 2362-2376.
    9. Chor, Davin & Manova, Kalina & Yu, Zhihong, 2021. "Growing like China: Firm performance and global production line position," Journal of International Economics, Elsevier, vol. 130(C).
    10. Bo Meng & Yong Fang & Jiemin Guo & Yaxiong Zhang, 2017. "Measuring China’s domestic production networks through Trade in Value-added perspectives," Economic Systems Research, Taylor & Francis Journals, vol. 29(1), pages 48-65, January.
    11. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    12. Zhu Liu & Steven J. Davis & Kuishuang Feng & Klaus Hubacek & Sai Liang & Laura Diaz Anadon & Bin Chen & Jingru Liu & Jinyue Yan & Dabo Guan, 2016. "Targeted opportunities to address the climate–trade dilemma in China," Nature Climate Change, Nature, vol. 6(2), pages 201-206, February.
    13. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    14. Geoff Martin & Eri Saikawa, 2017. "Effectiveness of state climate and energy policies in reducing power-sector CO2 emissions," Nature Climate Change, Nature, vol. 7(12), pages 912-919, December.
    15. Mi, Zhifu & Zhang, Yunkun & Guan, Dabo & Shan, Yuli & Liu, Zhu & Cong, Ronggang & Yuan, Xiao-Chen & Wei, Yi-Ming, 2016. "Consumption-based emission accounting for Chinese cities," Applied Energy, Elsevier, vol. 184(C), pages 1073-1081.
    16. Yue-Jun Zhang & Yan-Lin Jin & Bo Shen, 2020. "Measuring the Energy Saving and CO2 Emissions Reduction Potential Under China’s Belt and Road Initiative," Computational Economics, Springer;Society for Computational Economics, vol. 55(4), pages 1095-1116, April.
    17. Taelim Choi, 2015. "Understanding Environmental Responsibility Of Cities And Emissions Embodied In Trade," Economic Systems Research, Taylor & Francis Journals, vol. 27(2), pages 133-153, June.
    18. Yuan Yang, Junjie Zhang, and Can Wang, 2018. "Forecasting Chinas Carbon Intensity -- Is China on Track to Comply with Its Copenhagen Commitment?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    19. Ju, Jiandong & Yu, Xinding, 2015. "Productivity, profitability, production and export structures along the value chain in China," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 33-54.
    20. Rangan Gupta & Giray Gozgor & Huseyin Kaya & Ender Demir, 2019. "Effects of geopolitical risks on trade flows: evidence from the gravity model," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(4), pages 515-530, December.
    21. Kailan Tian & Erik Dietzenbacher & Richard Jong-A-Pin, 2019. "Measuring industrial upgrading: applying factor analysis in a global value chain framework," Economic Systems Research, Taylor & Francis Journals, vol. 31(4), pages 642-664, October.
    22. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    23. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    24. Jing Tian & Hua Liao & Ce Wang, 2015. "Spatial–temporal variations of embodied carbon emission in global trade flows: 41 economies and 35 sectors," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(2), pages 1125-1144, September.
    25. Meng, Bo & Peters, Glen P. & Wang, Zhi & Li, Meng, 2018. "Tracing CO2 emissions in global value chains," Energy Economics, Elsevier, vol. 73(C), pages 24-42.
    26. Walter Steingress, 2019. "Market size and entry in international trade: Product versus firm fixed costs," Review of International Economics, Wiley Blackwell, vol. 27(5), pages 1351-1370, November.
    27. Chang, Chun-Ping & Dong, Minyi & Sui, Bo & Chu, Yin, 2019. "Driving forces of global carbon emissions: From time- and spatial-dynamic perspectives," Economic Modelling, Elsevier, vol. 77(C), pages 70-80.
    28. Bhushan P Jangam & Vaseem Akram, 2019. "Does participation in global value chain foster export concentration?," Economics Bulletin, AccessEcon, vol. 39(4), pages 2913-2920.
    29. Zhou, Dequn & Zhou, Xiaoyong & Xu, Qing & Wu, Fei & Wang, Qunwei & Zha, Donglan, 2018. "Regional embodied carbon emissions and their transfer characteristics in China," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 180-193.
    30. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    31. Su, Bin & Ang, B.W. & Li, Yingzhu, 2017. "Input-output and structural decomposition analysis of Singapore's carbon emissions," Energy Policy, Elsevier, vol. 105(C), pages 484-492.
    32. Shahbaz, Muhammad & Nasreen, Samia & Ahmed, Khalid & Hammoudeh, Shawkat, 2017. "Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels," Energy Economics, Elsevier, vol. 61(C), pages 221-232.
    33. Richard Baldwin & Javier Lopez-Gonzalez, 2015. "Supply-chain Trade: A Portrait of Global Patterns and Several Testable Hypotheses," The World Economy, Wiley Blackwell, vol. 38(11), pages 1682-1721, November.
    34. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    35. Koji Ito & Ivan Deseatnicov & Kyoji Fukao, 2020. "Japan’s participation in global value chains: splitting the IO table into production for export and domestic sale," Economic Systems Research, Taylor & Francis Journals, vol. 32(2), pages 173-191, April.
    36. Hagemejer Jan & Ghodsi Mahdi, 2017. "Up or Down the Value Chain? A Comparative Analysis of the GVC Position of the Economies of the New EU Member States," Central European Economic Journal, Sciendo, vol. 1(48), pages 19-36, November.
    37. French, Scott, 2017. "Revealed comparative advantage: What is it good for?," Journal of International Economics, Elsevier, vol. 106(C), pages 83-103.
    38. Arce, Guadalupe & López, Luis Antonio & Guan, Dabo, 2016. "Carbon emissions embodied in international trade: The post-China era," Applied Energy, Elsevier, vol. 184(C), pages 1063-1072.
    39. Jiang, Lei & He, Shixiong & Zhong, Zhangqi & Zhou, Haifeng & He, Lingyun, 2019. "Revisiting environmental kuznets curve for carbon dioxide emissions: The role of trade," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 245-257.
    40. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Characterizing Global Value Chains: Production Length and Upstreamness," NBER Working Papers 23261, National Bureau of Economic Research, Inc.
    41. Ge, Ying & Dollar, David & Yu, Xinding, 2020. "Institutions and participation in global value chains: Evidence from belt and road initiative," China Economic Review, Elsevier, vol. 61(C).
    42. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Measures of Participation in Global Value Chains and Global Business Cycles," NBER Working Papers 23222, National Bureau of Economic Research, Inc.
    43. H. Wang & Chen Pan & P. Zhou, 2019. "Assessing the Role of Domestic Value Chains in China’s CO2 Emission Intensity: A Multi-Region Structural Decomposition Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(2), pages 865-890, October.
    44. Mi, Zhifu & Zheng, Jiali & Meng, Jing & Zheng, Heran & Li, Xian & Coffman, D'Maris & Woltjer, Johan & Wang, Shouyang & Guan, Dabo, 2019. "Carbon emissions of cities from a consumption-based perspective," Applied Energy, Elsevier, vol. 235(C), pages 509-518.
    45. Duarte, Rosa & Pinilla, Vicente & Serrano, Ana, 2019. "Long Term Drivers of Global Virtual Water Trade: A Trade Gravity Approach for 1965–2010," Ecological Economics, Elsevier, vol. 156(C), pages 318-326.
    46. Wang, Jing & Wan, Guanghua & Wang, Chen, 2019. "Participation in GVCs and CO2 emissions," Energy Economics, Elsevier, vol. 84(C).
    47. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    48. Yan, Yunfeng & Wang, Ran & Zheng, Xiuxiu & Zhao, Zhongxiu, 2020. "Carbon endowment and trade-embodied carbon emissions in global value chains: Evidence from China," Applied Energy, Elsevier, vol. 277(C).
    49. Wiedmann, Thomas & Lenzen, Manfred & Turner, Karen & Barrett, John, 2007. "Examining the global environmental impact of regional consumption activities -- Part 2: Review of input-output models for the assessment of environmental impacts embodied in trade," Ecological Economics, Elsevier, vol. 61(1), pages 15-26, February.
    50. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    51. Pierluigi Montalbano & Silvia Nenci & Carlo Pietrobelli, 2018. "Opening and linking up: firms, GVCs, and productivity in Latin America," Small Business Economics, Springer, vol. 50(4), pages 917-935, April.
    52. Kenneth Gillingham & James H. Stock, 2018. "The Cost of Reducing Greenhouse Gas Emissions," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 53-72, Fall.
    53. Wang, Zhenyu & Meng, Jing & Zheng, Heran & Shao, Shuai & Wang, Daoping & Mi, Zhifu & Guan, Dabo, 2018. "Temporal change in India’s imbalance of carbon emissions embodied in international trade," Applied Energy, Elsevier, vol. 231(C), pages 914-925.
    54. Sun, Chuanwang & Ding, Dan & Fang, Xingming & Zhang, Huiming & Li, Jianglong, 2019. "How do fossil energy prices affect the stock prices of new energy companies? Evidence from Divisia energy price index in China's market," Energy, Elsevier, vol. 169(C), pages 637-645.
    55. Jean Balié & Davide Del Prete & Emiliano Magrini & Pierluigi Montalbano & Silvia Nenci, 2019. "Does Trade Policy Impact Food and Agriculture Global Value Chain Participation of Sub-Saharan African Countries?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 773-789.
    56. Jing Meng & Zhifu Mi & Dabo Guan & Jiashuo Li & Shu Tao & Yuan Li & Kuishuang Feng & Junfeng Liu & Zhu Liu & Xuejun Wang & Qiang Zhang & Steven J. Davis, 2018. "The rise of South–South trade and its effect on global CO2 emissions," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    57. Zhu Liu & Steven J. Davis & Kuishuang Feng & Klaus Hubacek & Sai Liang & Anadon, Laura Diaz & Bin Chen & Liu, Jingru & Yan, Jinyue & Dabo Guan, "undated". "Targeted opportunities to address the climate-trade dilemma in China," Working Paper 336456, Harvard University OpenScholar.
    58. Robert Koopman & William Powers & Zhi Wang & Shang-Jin Wei, 2010. "Give Credit Where Credit Is Due: Tracing Value Added in Global Production Chains," NBER Working Papers 16426, National Bureau of Economic Research, Inc.
    59. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    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. Shanshan Wu & Zixuan Wang & Chiwei Su & Weike Zhang, 2023. "Digital Media and Green Development Path in Asia: Does Digital Financial Inclusion Matter?," Sustainability, MDPI, vol. 15(14), pages 1-14, July.
    2. Jiachen Yue & Huasheng Zhu & Fei Yao, 2021. "Does Industrial Transfer Change the Spatial Structure of CO 2 Emissions?—Evidence from Beijing-Tianjin-Hebei Region in China," IJERPH, MDPI, vol. 19(1), pages 1-23, December.
    3. Tang, Yiding & Zhu, Shujin & Luo, Yan & Duan, Wenjing, 2022. "Input servitization, global value chain, and carbon mitigation: An input-output perspective of global manufacturing industry," Economic Modelling, Elsevier, vol. 117(C).
    4. Li, Guangqin & Zhang, Xi, 2023. "Does GVC embedding reduce carbon emissions? Empirical evidence from 218 Chinese cities," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 253-263.
    5. Yawen Han & Wanli Xing & Hongchang Hao & Xin Du & Chongyang Liu, 2022. "Interprovincial Metal and GHG Transfers Embodied in Electricity Transmission across China: Trends and Driving Factors," Sustainability, MDPI, vol. 14(14), pages 1-19, July.
    6. Shi, Qiaoling & Shan, Yuli & Zhong, Chao & Cao, Ye & Xue, Rui, 2022. "How would GVCs participation affect carbon intensity in the “Belt and Road Initiative” countries?," Energy Economics, Elsevier, vol. 111(C).
    7. Chandrarin, Grahita & Sohag, Kazi & Cahyaningsih, Diyah Sukanti & Yuniawan, Dani, 2022. "Will economic sophistication contribute to Indonesia's emission target? A decomposed analysis," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    8. Shugeng Dai & Dong Tan, 2022. "China and the United States Hierarchical International Competitiveness Analysis," Sustainability, MDPI, vol. 14(16), pages 1-12, August.
    9. Guimei Zhang & Guangyue Liu, 2023. "Does Global Value Chain Embedment Contribute to Environmental Pollution in Emerging Economies?," Sustainability, MDPI, vol. 15(2), pages 1-17, January.

    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. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    2. Shi, Qiaoling & Zhao, Yuhuan & Qian, Zhiling & Zheng, Lu & Wang, Song, 2022. "Global value chains participation and carbon emissions: Evidence from Belt and Road countries," Applied Energy, Elsevier, vol. 310(C).
    3. Jingjing Huang & Yuan Zhong & Yabin Zhang, 2023. "Does Environmental Regulation of Cleaner Production Affect the Position of Enterprises in Global Value Chains? A Quasi-Natural Experiment Based on the Implementation of Cleaner Production," Sustainability, MDPI, vol. 15(13), pages 1-29, July.
    4. Shi, Qiaoling & Shan, Yuli & Zhong, Chao & Cao, Ye & Xue, Rui, 2022. "How would GVCs participation affect carbon intensity in the “Belt and Road Initiative” countries?," Energy Economics, Elsevier, vol. 111(C).
    5. Aichele, Rahel & Heiland, Inga, 2018. "Where is the value added? Trade liberalization and production networks," Journal of International Economics, Elsevier, vol. 115(C), pages 130-144.
    6. Montalbano, Pierluigi & Nenci, Silvia, 2022. "Does global value chain participation and positioning in the agriculture and food sectors affect economic performance? A global assessment," Food Policy, Elsevier, vol. 108(C).
    7. Boya Zhang & Shukuan Bai & Yadong Ning & Tao Ding & Yan Zhang, 2020. "Emission Embodied in International Trade and Its Responsibility from the Perspective of Global Value Chain: Progress, Trends, and Challenges," Sustainability, MDPI, vol. 12(8), pages 1-26, April.
    8. Hongwei Zhou & Yawen Kong & Shuguang Liu & Shan Feng, 2022. "Can Global Value Chains Embedment Reduce Carbon Emissions Embodied in Exports?—Empirical Test Based on the Manufacturing Industries," IJERPH, MDPI, vol. 19(24), pages 1-20, December.
    9. Dazhong Cheng & Jian Wang & Zhiguo Xiao, 2022. "Free trade agreements partnership and value chain linkages: Evidence from China," The World Economy, Wiley Blackwell, vol. 45(8), pages 2532-2559, August.
    10. Chao Wang & Wenyu Zhang & Bing Li, 2023. "Analysis of Country Economic Growth Based on Industries Chain Position," Sustainability, MDPI, vol. 15(21), pages 1-15, November.
    11. Di Filippo, Gabriele, 2018. "What Place does Luxembourg hold in Global Value Chains?," MPRA Paper 86235, University Library of Munich, Germany.
    12. Michael Sposi & Kei-Mu Yi & Jing Zhang, 2021. "Trade Integration, Global Value Chains, and Capital Accumulation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(3), pages 505-539, September.
    13. Carlo Altomonte & Laura Bonacorsi & Italo Colantobe, 2018. "Trade and Growth in the Age of Global Value Chains," BAFFI CAREFIN Working Papers 1897, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    14. Kossi Messanh Agbekponou & Ilaria Fusacchia, 2023. "Global value chains' position and value capture: Firm evidence in agri-food industry," Post-Print hal-04321612, HAL.
    15. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    16. Dominik Boddin, 2016. "The Role of Newly Industrialized Economies in Global Value Chains," IMF Working Papers 2016/207, International Monetary Fund.
    17. He, Yaxing & Huo, Weidong & Yu, Jie, 2023. "Tracing the regional dual value chains: Measurement on the production position and evidence from China," Journal of Asian Economics, Elsevier, vol. 85(C).
    18. Wen Chen & Lizhi Xing, 2022. "Measuring the Intermediate Goods’ External Dependency on the Global Value Chain: A Case Study of China," Sustainability, MDPI, vol. 14(7), pages 1-21, April.
    19. Baldwin, Richard & Freeman, Rebecca & Theodorakopoulos, Angelos, 2022. "Horses for courses: measuring foreign supply chain exposure," Bank of England working papers 996, Bank of England.
    20. Pierluigi Montalbano & Silvia Nenci & Laura Dell'Agostino, 2019. "A non-parametric re-assessment of the trade effects of the euro using value added data," Working Papers 9/19, Sapienza University of Rome, DISS.

    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:169:y:2021:i:c:s0040162521002389. 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.