IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v174y2025ics0967070x25003725.html

Airports and regional inequality: Evidence from China

Author

Listed:
  • Zuo, Wenbin
  • Chen, Fanglin

Abstract

Investment in transportation infrastructure is a critical strategy for narrowing regional development disparities. As critical nodes in the global transportation network, airports possess unique advantages in bridging these disparities. Utilizing night light data, we construct indicators of regional inequality and conduct a longitudinal analysis of airports in China from 2000 to 2022, empirically assessing the significant impact of airports on alleviating county-level inequality. Our findings reveal that airports reduce county inequality by an average of 0.009 units, a conclusion supported by a series of robustness tests. Also, airports with high throughput play a more significant role. Moreover, our results illustrate complex interrelationships between airports and existing transportation infrastructure, demonstrating substitutability with railways and complementarity with roads. Heterogeneity analysis indicates that airports exert a more pronounced effect on reducing inequality in non-central cities and in areas with higher unemployment rates. Finally, our research establishes that airports help mitigate regional inequality by fostering entrepreneurship, enhancing employment in the tertiary sector, and attracting foreign investment. The research offers valuable insights for policymakers regarding the comprehensive planning of new transportation facilities and the optimization of transportation networks.

Suggested Citation

  • Zuo, Wenbin & Chen, Fanglin, 2025. "Airports and regional inequality: Evidence from China," Transport Policy, Elsevier, vol. 174(C).
  • Handle: RePEc:eee:trapol:v:174:y:2025:i:c:s0967070x25003725
    DOI: 10.1016/j.tranpol.2025.103829
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X25003725
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2025.103829?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    2. Wang, Kung-Jeng & Hong, Wan-Chung & Chen, Shin-Hua & Jiang, Jyun-Ting, 2011. "Strategic development trend and key factors analysis of Airport City in Taiwan," Journal of Transport Geography, Elsevier, vol. 19(4), pages 807-820.
    3. Chen, Fanglin & Chen, Zhongfei, 2023. "High-speed rail and happiness," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    4. Yang, Zhongzhen & Yu, Shunan & Notteboom, Theo, 2016. "Airport location in multiple airport regions (MARs): The role of land and airside accessibility," Journal of Transport Geography, Elsevier, vol. 52(C), pages 98-110.
    5. Kai Tang & Hai-Jie Wang & Ning Wang, 2022. "The Relationship between the Airport Economy and Regional Development in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(3), pages 812-822, February.
    6. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality and Economic Growth," NBER Working Papers 21841, National Bureau of Economic Research, Inc.
    7. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    8. Keijiro Otsuka, 2013. "Food insecurity, income inequality, and the changing comparative advantage in world agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 44(s1), pages 7-18, November.
    9. Soylu, Banu & Katip, Hatice, 2019. "A multiobjective hub-airport location problem for an airline network design," European Journal of Operational Research, Elsevier, vol. 277(2), pages 412-425.
    10. Shu-Chin Lin & Dong-Hyeon Kim & Yi-Chen Wu, 2013. "Foreign Direct Investment And Income Inequality: Human Capital Matters," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 874-896, December.
    11. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    12. Zhu, Zhenran & Zhang, Anming & Zhang, Yahua, 2018. "Connectivity of intercity passenger transportation in China: A multi-modal and network approach," Journal of Transport Geography, Elsevier, vol. 71(C), pages 263-276.
    13. Breidenbach, Philipp, 2020. "Ready for take-off? The economic effects of regional airport expansions in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 54(8), pages 1084-1097.
    14. Gary A Knight & S Tamar Cavusgil, 2004. "Innovation, organizational capabilities, and the born-global firm," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(2), pages 124-141, March.
    15. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    16. Volodymyr Bilotkach, 2015. "Are airports engines of economic development? A dynamic panel data approach," Urban Studies, Urban Studies Journal Limited, vol. 52(9), pages 1577-1593, July.
    17. Jan K. Brueckner, 2003. "Airline Traffic and Urban Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1455-1469, July.
    18. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    19. Guillaume Burghouwt & Renato Redondi, 2013. "Connectivity in Air Transport Networks: An Assessment of Models and Applications," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 35-53, January.
    20. Stuetzer, Michael & Obschonka, Martin & Audretsch, David B. & Wyrwich, Michael & Rentfrow, Peter J. & Coombes, Mike & Shaw-Taylor, Leigh & Satchell, Max, 2016. "Industry structure, entrepreneurship, and culture: An empirical analysis using historical coalfields," European Economic Review, Elsevier, vol. 86(C), pages 52-72.
    21. Cheong, Tsun Se & Wu, Yanrui, 2014. "The impacts of structural transformation and industrial upgrading on regional inequality in China," China Economic Review, Elsevier, vol. 31(C), pages 339-350.
    22. Yu, Nannan & de Jong, Martin & Storm, Servaas & Mi, Jianing, 2013. "Spatial spillover effects of transport infrastructure: evidence from Chinese regions," Journal of Transport Geography, Elsevier, vol. 28(C), pages 56-66.
    23. Anthony Mveyange, 2015. "Night lights and regional income inequality in Africa," WIDER Working Paper Series wp-2015-085, World Institute for Development Economic Research (UNU-WIDER).
    24. Mathias Moser & Matthias Schnetzer, 2017. "The income–inequality nexus in a developed country: small-scale regional evidence from Austria," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 454-466, March.
    25. Richard B. Freeman, 1995. "Are Your Wages Set in Beijing?," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 15-32, Summer.
    26. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    27. Jacco Hakfoort & Tom Poot & Piet Rietveld, 2001. "The Regional Economic Impact of an Airport: The Case of Amsterdam Schiphol Airport," Regional Studies, Taylor & Francis Journals, vol. 35(7), pages 595-604.
    28. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    29. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    30. Peng, Huamin & Qi, Lin & Wan, Guowei & Li, Bingqin & Hu, Bo, 2020. "Child population, economic development and regional inequality of education resources in China," Children and Youth Services Review, Elsevier, vol. 110(C).
    31. Arbués, Pelayo & Baños, José F. & Mayor, Matías, 2015. "The spatial productivity of transportation infrastructure," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 166-177.
    32. Dongmin Kong & Ni Qin, 2021. "China’s Anticorruption Campaign and Entrepreneurship," Journal of Law and Economics, University of Chicago Press, vol. 64(1), pages 153-180.
    33. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    34. Martin Ravallion & Shaohua Chen, 2022. "Is that really a Kuznets curve? Turning points for income inequality in China," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(4), pages 749-776, December.
    35. Chen, Xin & Xuan, Chao & Qiu, Rui, 2021. "Understanding spatial spillover effects of airports on economic development: New evidence from China’s hub airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 48-60.
    36. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    37. Gary A Knight & S Tamer Cavusgil, 2004. "Innovation, organizational capabilities, and the born-global firm," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(4), pages 334-334, July.
    38. Cohen, Jeffrey P. & Morrison Paul, Catherine J., 2003. "Airport infrastructure spillovers in a network system," Journal of Urban Economics, Elsevier, vol. 54(3), pages 459-473, November.
    39. Hugo Hopenhayn & Julian Neira & Rish Singhania, 2022. "From Population Growth to Firm Demographics: Implications for Concentration, Entrepreneurship and the Labor Share," Econometrica, Econometric Society, vol. 90(4), pages 1879-1914, July.
    40. Redding, Stephen & Venables, Anthony J., 2004. "Economic geography and international inequality," Journal of International Economics, Elsevier, vol. 62(1), pages 53-82, January.
    41. Steven Poelhekke, 2013. "Human Capital and Employment Growth in German Metropolitan Areas: New Evidence," Regional Studies, Taylor & Francis Journals, vol. 47(2), pages 245-263, February.
    42. Yuwan Duan & Erik Dietzenbacher & Bart Los & Ruochen Dai, 2023. "Regional inequality in China during its rise as a giant exporter: A value chain analysis," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 148-172, January.
    43. Ms. Era Dabla-Norris & Ms. Kalpana Kochhar & Mrs. Nujin Suphaphiphat & Mr. Franto Ricka & Ms. Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality: A Global Perspective," IMF Staff Discussion Notes 2015/013, International Monetary Fund.
    44. J. Vernon Henderson, Zmarak Shalizi, and Anthony J. Venables, 2001. "Geography and development," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 81-105, January.
    45. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    46. Kanbur, Ravi & Zhang, Xiaobo, 1999. "Which Regional Inequality? The Evolution of Rural-Urban and Inland-Coastal Inequality in China from 1983 to 1995," Journal of Comparative Economics, Elsevier, vol. 27(4), pages 686-701, December.
    47. Li, Chao & Gibson, John, 2013. "Rising Regional Inequality in China: Fact or Artifact?," World Development, Elsevier, vol. 47(C), pages 16-29.
    48. Lessmann, Christian & Seidel, André, 2017. "Regional inequality, convergence, and its determinants – A view from outer space," European Economic Review, Elsevier, vol. 92(C), pages 110-132.
    49. Edward L. Glaeser & Janet E. Kohlhase, 2004. "Cities, regions and the decline of transport costs," Advances in Spatial Science, in: Raymond J. G. M. Florax & David A. Plane (ed.), Fifty Years of Regional Science, pages 197-228, Springer.
    50. Philip McCann, 2020. "Perceptions of regional inequality and the geography of discontent: insights from the UK," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 256-267, February.
    51. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    52. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    53. Nicholas Sheard, 2019. "Airport Size and Urban Growth," Economica, London School of Economics and Political Science, vol. 86(342), pages 300-335, April.
    54. Mehic, Adrian, 2018. "Industrial employment and income inequality: Evidence from panel data," Structural Change and Economic Dynamics, Elsevier, vol. 45(C), pages 84-93.
    55. Evangelista, Rinaldo & Savona, Maria, 2003. "Innovation, employment and skills in services. Firm and sectoral evidence," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 449-474, December.
    56. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
    57. Andreea Apetrei & José Luis Sánchez-García & Juan Sapena, 2019. "The controversial link between entrepreneurial activity and inequality," International Entrepreneurship and Management Journal, Springer, vol. 15(2), pages 485-502, June.
    58. Bachtrögler-Unger, Julia & Dolls, Mathias & Krolage, Carla & Schüle, Paul & Taubenböck, Hannes & Weigand, Matthias, 2023. "EU cohesion policy on the ground: Analyzing small-scale effects using satellite data," Regional Science and Urban Economics, Elsevier, vol. 103(C).
    59. Zuo, Wenbin & Chen, Fanglin, 2024. "Airport construction and entrepreneurship: Evidence from the newly registered company," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 369-386.
    60. Brun, J. F. & Combes, J. L. & Renard, M. F., 2002. "Are there spillover effects between coastal and noncoastal regions in China?," China Economic Review, Elsevier, vol. 13(2-3), pages 161-169.
    61. Haghani, Ali & Chen, Min-Ching, 1998. "Optimizing gate assignments at airport terminals," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(6), pages 437-454, August.
    62. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    63. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    64. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality, and Economic Growth," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 99-127.
    65. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    66. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    67. Coşar, A. Kerem & Demir, Banu, 2016. "Domestic road infrastructure and international trade: Evidence from Turkey," Journal of Development Economics, Elsevier, vol. 118(C), pages 232-244.
    68. Wu, Jyun-Yi & Hsu, Chih-Chiang, 2012. "Foreign direct investment and income inequality: Does the relationship vary with absorptive capacity?," Economic Modelling, Elsevier, vol. 29(6), pages 2183-2189.
    69. Gilles Duranton & Matthew A. Turner, 2012. "Urban Growth and Transportation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(4), pages 1407-1440.
    70. Srdelić, Leonarda & Dávila-Fernández, Marwil J., 2024. "International trade and economic growth in Croatia," Structural Change and Economic Dynamics, Elsevier, vol. 68(C), pages 240-258.
    71. James Liang & Hui Wang & Edward P. Lazear, 2018. "Demographics and Entrepreneurship," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 140-196.
    72. Zhang, Xiaobo & Fan, Shenggen, 2004. "Public investment and regional inequality in rural China," Agricultural Economics, Blackwell, vol. 30(2), pages 89-100, March.
    73. Eicher, Theo S. & Garcia-Penalosa, Cecilia, 2001. "Inequality and growth: the dual role of human capital in development," Journal of Development Economics, Elsevier, vol. 66(1), pages 173-197, October.
    74. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    75. Fengjun Tian & Yang Yang & Lan Jiang, 2022. "Spatial spillover of transport improvement on tourism growth," Tourism Economics, , vol. 28(5), pages 1416-1432, August.
    76. Jaqueson K Galimberti & Stefan Pichler & Regina Pleninger, 2023. "Measuring Inequality Using Geospatial Data," The World Bank Economic Review, World Bank, vol. 37(4), pages 549-569.
    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. Zuo, Wenbin & Chen, Fanglin, 2024. "Airport construction and entrepreneurship: Evidence from the newly registered company," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 369-386.
    2. Chen, Jiahui & Shi, Jinchuan & Wang, Zheng & Zeng, Shirong & Zhou, Zhuo, 2025. "The power of wings: How air connections fuel cross-regional collaboration in China?," China Economic Review, Elsevier, vol. 92(C).
    3. Lenaerts, Bert & Allroggen, Florian & Malina, Robert, 2021. "The economic impact of aviation: A review on the role of market access," Journal of Air Transport Management, Elsevier, vol. 91(C).
    4. Li, Chunying & Zhang, Jinning & Lyu, Yanwei, 2022. "Does the opening of China railway express promote urban total factor productivity? New evidence based on SDID and SDDD model," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    5. Xie, Lin & Wang, Shaozhuang & Yan, Lingxiao, 2024. "Distributional effects of expressway access on rural entrepreneurial activities in China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    6. Bluhm, Richard & Dreher, Axel & Fuchs, Andreas & Parks, Bradley C. & Strange, Austin M. & Tierney, Michael J., 2025. "Connective financing: Chinese infrastructure projects and the diffusion of economic activity in developing countries," Journal of Urban Economics, Elsevier, vol. 145(C).
    7. Chen, Hongwen & Cheng, Ken & Zhang, Meiyang, 2023. "Does geographic proximity affect firms’ cross-regional development? Evidence from high-speed rail construction in China," Economic Modelling, Elsevier, vol. 126(C).
    8. Pot, Felix Johan & Koster, Sierdjan, 2022. "Small airports: Runways to regional economic growth?," Journal of Transport Geography, Elsevier, vol. 98(C).
    9. Zhang, Xueliang & Hu, Yuqi & Lin, Yongran, 2020. "The influence of highway on local economy: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 82(C).
    10. Manabu Nose & Yasuyuki Sawada, 2025. "From Battlefield to Marketplace: Industrialization via Interregional Highway Investments in the Greater Mekong Sub-Region," Keio-IES Discussion Paper Series DP2025-010, Institute for Economics Studies, Keio University.
    11. Dongxiao Niu & Weizeng Sun & Siqi Zheng, 2020. "Travel costs, trade, and market segmentation: Evidence from China's high‐speed railway," Papers in Regional Science, Wiley Blackwell, vol. 99(6), pages 1799-1825, December.
    12. Yatang Lin & Yu Qin & Johan Sulaeman & Jubo Yan & Jialiang Zhang, 2023. "Expanding Footprints: The Impact of Passenger Transportation on Corporate Locations," Review of Finance, European Finance Association, vol. 27(3), pages 1119-1154.
    13. Yuan, Bozong & Zhang, Xinzhi, 2025. "Restoring inland prosperity: The impact of the New International Land-Sea Corridor on corporate internationalization and regional wealth gaps," Regional Science and Urban Economics, Elsevier, vol. 114(C).
    14. Xu, Yang & Yang, Xi, 2021. "Access to ports and the welfare gains from domestic transportation infrastructure," Journal of Urban Economics, Elsevier, vol. 126(C).
    15. Yahong Liu & Daisheng Tang & Tao Bu & Xinyuan Wang, 2022. "The spatial employment effect of high-speed railway: quasi-natural experimental evidence from China," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 333-359, October.
    16. Hiau Looi Kee & Enze Xie & Xu,Mingzhi, 2024. "Firm Linkages and Domestic Value Added in Exports : Moving up the Global Value Chains with High-Speed Railways," Policy Research Working Paper Series 10985, The World Bank.
    17. Konno, Akio & Kato, Hironori & Takeuchi, Wataru & Kiguchi, Riku, 2021. "Global evidence on productivity effects of road infrastructure incorporating spatial spillover effects," Transport Policy, Elsevier, vol. 103(C), pages 167-182.
    18. Li, Lei & Liu, Bocong & Sheng, Bin & Wang, Tianyu, 2025. "“A tale of two rails”: Transportation infrastructure and technological spillovers from R&D center foreign firms," China Economic Review, Elsevier, vol. 90(C).
    19. He, Guojun & Xie, Yang & Zhang, Bing, 2020. "Expressways, GDP, and the environment: The case of China," Journal of Development Economics, Elsevier, vol. 145(C).
    20. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:eee:trapol:v:174:y:2025:i:c:s0967070x25003725. 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.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    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.