IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v88y2020icp57-68.html
   My bibliography  Save this article

Core-port connectivity: Towards shaping a national hinterland in a West Asia country

Author

Listed:
  • Dadashpoor, Hashem
  • Arasteh, Mojtaba

Abstract

The relationship between seaports and hinterlands play an important role in shaping the spatial structure of a country. The present article intends to explore the port-hinterland commodity relations in the last two decades in Iran by using a social network analysis method to analyze the intensity, direction, and concentration of commodity flows and to explain the spatial structure of port-hinterland relations. The results indicate that the southern ports of Iran have strengthened the centrality of the main inland city. Most selected indicators show that the three nodes including Tehran, Bandar Abbas, and Mahshahr Port have been the most interacting and exchanging commodity flows during the recent two decades. Thus, we can conclude that Tehran as the main core located at the national hinterland of Iran has a major role in the production, consumption, processing, and distribution of commodities. Other logistical nodes in regional and local hinterlands are mostly affiliated with the core in spite of their proximity to the ports. This pattern of commodity flow forms a different spatial structure that we introduce as a different phase of port - hinterland evolution: core-port connectivity.

Suggested Citation

  • Dadashpoor, Hashem & Arasteh, Mojtaba, 2020. "Core-port connectivity: Towards shaping a national hinterland in a West Asia country," Transport Policy, Elsevier, vol. 88(C), pages 57-68.
  • Handle: RePEc:eee:trapol:v:88:y:2020:i:c:p:57-68
    DOI: 10.1016/j.tranpol.2020.01.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X18307996
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2020.01.015?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. Esfahani, Hadi Salehi & Mohaddes, Kamiar & Pesaran, M. Hashem, 2013. "Oil exports and the Iranian economy," The Quarterly Review of Economics and Finance, Elsevier, vol. 53(3), pages 221-237.
    2. Comtois, Claude & Slack, Brian & Sletmo, Gunnar K., 1997. "Political issues in inland waterways port development: prospects for regionalization," Transport Policy, Elsevier, vol. 4(4), pages 257-265, October.
    3. Mehdi Alidadi & Hashem Dadashpoor, 2018. "Beyond monocentricity: examining the spatial distribution of employment in Tehran metropolitan region, Iran," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 22(1), pages 38-58, January.
    4. Roso, Violeta & Woxenius, Johan & Lumsden, Kenth, 2009. "The dry port concept: connecting container seaports with the hinterland," Journal of Transport Geography, Elsevier, vol. 17(5), pages 338-345.
    5. Nicolas Raimbault & Wouter Jacobs & Frank van Dongen, 2016. "Port regionalisation from a relational perspective: the rise of Venlo as dutch international logistics hub," Post-Print hal-01740678, HAL.
    6. Van den Berghe, Karel & Jacobs, Wouter & Boelens, Luuk, 2018. "The relational geometry of the port-city interface: Case studies of Amsterdam, the Netherlands, and Ghent, Belgium," Journal of Transport Geography, Elsevier, vol. 70(C), pages 55-63.
    7. Rodrigue, Jean-Paul & Debrie, Jean & Fremont, Antoine & Gouvernal, Elisabeth, 2010. "Functions and actors of inland ports: European and North American dynamics," Journal of Transport Geography, Elsevier, vol. 18(4), pages 519-529.
    8. repec:hal:journl:hal-03247143 is not listed on IDEAS
    9. Martijn Burger & Evert Meijers, 2012. "Form Follows Function? Linking Morphological and Functional Polycentricity," Urban Studies, Urban Studies Journal Limited, vol. 49(5), pages 1127-1149, April.
    10. Chengliang Liu & Jiaqi Wang & Hong Zhang, 2018. "Spatial heterogeneity of ports in the global maritime network detected by weighted ego network analysis," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(1), pages 89-104, January.
    11. Moura, Ticiana Grecco Zanon & Garcia-Alonso, Lorena & Salas-Olmedo, María Henar, 2017. "Delimiting the scope of the hinterland of ports: Proposal and case study," Journal of Transport Geography, Elsevier, vol. 65(C), pages 35-43.
    12. Tovar, Beatriz & Hernández, Rubén & Rodríguez-Déniz, Héctor, 2015. "Container port competitiveness and connectivity: The Canary Islands main ports case," Transport Policy, Elsevier, vol. 38(C), pages 40-51.
    13. Theo E. Notteboom * & Jean-Paul Rodrigue, 2005. "Port regionalization: towards a new phase in port development," Maritime Policy & Management, Taylor & Francis Journals, vol. 32(3), pages 297-313, July.
    14. Fatima Z. Mohamed-Chérif & César Ducruet, 2016. "Regional integration and maritime connectivity across the Maghreb seaport system," Post-Print halshs-01145664, HAL.
    15. Fatima Mohammed-Chérif & César Ducruet, 2016. "Regional integration and maritime connectivity across the Maghreb seaport system," Post-Print hal-03246938, HAL.
    16. Rodrigue, Jean-Paul & Notteboom, Theo, 2010. "Comparative North American and European gateway logistics: the regionalism of freight distribution," Journal of Transport Geography, Elsevier, vol. 18(4), pages 497-507.
    17. Lam Canh Nguyen & Theo Notteboom, 2019. "The relations between dry port characteristics and regional port-hinterland settings: findings for a global sample of dry ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(1), pages 24-42, January.
    18. Gangwar, Rachna & Morris, Sebastian & Pandey, Ajay & Raghuram, G., 2012. "Container movement by rail in India: A review of policy evolution," Transport Policy, Elsevier, vol. 22(C), pages 20-28.
    19. Olaf Merk & Jing Li, 2013. "The Competitiveness of Global Port-Cities: The Case of Hong Kong, China," OECD Regional Development Working Papers 2013/16, OECD Publishing.
    20. César Ducruet & Sung-Woo Lee & Adolf Ng, 2010. "Centrality and vulnerability in liner shipping networks : revisiting the Northeast Asian port hierarchy," Post-Print hal-03246966, HAL.
    21. Stephen Johnson, 1967. "Hierarchical clustering schemes," Psychometrika, Springer;The Psychometric Society, vol. 32(3), pages 241-254, September.
    22. Hesse, Markus, 2013. "Cities and flows: re-asserting a relationship as fundamental as it is delicate," Journal of Transport Geography, Elsevier, vol. 29(C), pages 33-42.
    23. Zhen Hong & Olaf Merk & Zhao Nan & Jing Li & Xu Mingying & Xie Wenqing & Du Xufeng & Wang Jinggai, 2013. "The Competitiveness of Global Port-Cities: The Case of Shanghai, China," OECD Regional Development Working Papers 2013/23, OECD Publishing.
    24. Wiegmans, Bart W. & Louw, Erik, 2011. "Changing port–city relations at Amsterdam: A new phase at the interface?," Journal of Transport Geography, Elsevier, vol. 19(4), pages 575-583.
    25. Monios, Jason & Bergqvist, Rickard & Woxenius, Johan, 2018. "Port-centric cities: The role of freight distribution in defining the port-city relationship," Journal of Transport Geography, Elsevier, vol. 66(C), pages 53-64.
    26. Wanke, Peter & Falcão, Bernardo Bastos, 2017. "Cargo allocation in Brazilian ports: An analysis through fuzzy logic and social networks," Journal of Transport Geography, Elsevier, vol. 60(C), pages 33-46.
    27. Flämig, Heike & Hesse, Markus, 2011. "Placing dryports. Port regionalization as a planning challenge – The case of Hamburg, Germany, and the Süderelbe," Research in Transportation Economics, Elsevier, vol. 33(1), pages 42-50.
    28. Merkel, Axel, 2017. "Spatial competition and complementarity in European port regions," Journal of Transport Geography, Elsevier, vol. 61(C), pages 40-47.
    29. Ng, Adolf K.Y. & Ducruet, César & Jacobs, Wouter & Monios, Jason & Notteboom, Theo & Rodrigue, Jean-Paul & Slack, Brian & Tam, Ka-chai & Wilmsmeier, Gordon, 2014. "Port geography at the crossroads with human geography: between flows and spaces," Journal of Transport Geography, Elsevier, vol. 41(C), pages 84-96.
    30. Olaf Merk, 2013. "The Competitiveness of Global Port-Cities: The Case of Antofagasta, Chile," OECD Regional Development Working Papers 2013/15, OECD Publishing.
    31. Olaf Merk & Oguz Bagis, 2013. "The Competitiveness of Global Port-Cities: The Case of Mersin, Turkey," OECD Regional Development Working Papers 2013/1, OECD Publishing.
    32. César Ducruet & Hidekazu Itoh & Olivier Joly, 2015. "Ports and the local embedding of commodity flows," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 607-627, August.
    33. Chuanxu Wang & Qian Chen & Rongbing Huang, 2018. "Locating dry ports on a network: a case study on Tianjin Port," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(1), pages 71-88, January.
    34. Jean-Paul Rodrigue & Theo Notteboom, 2009. "The terminalization of supply chains: reassessing the role of terminals in port/hinterland logistical relationships," Maritime Policy & Management, Taylor & Francis Journals, vol. 36(2), pages 165-183, April.
    35. Yang, Jinglei & Luo, Meifeng & Ji, Abing, 2016. "Analyzing the spatial–temporal evolution of a gateway’s hinterland: A case study of Shanghai, China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 355-367.
    36. César Ducruet & Sung-Woo Lee & Adolf K.Y. Ng, 2010. "Centrality and vulnerability in liner shipping networks: revisiting the Northeast Asian port hierarchy," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(1), pages 17-36, January.
    37. César Ducruet & Stanislas Roussin & Jin-Cheol Jo, 2009. "Going West ? Spatial polarization of the North Korean port system," Post-Print hal-03247138, HAL.
    38. Olaf Merk, 2013. "The Competitiveness of Global Port-Cities: Synthesis Report," OECD Regional Development Working Papers 2013/13, OECD Publishing.
    39. Ng, Koi Yu Adolf & Gujar, Girish C., 2009. "The spatial characteristics of inland transport hubs: evidences from Southern India," Journal of Transport Geography, Elsevier, vol. 17(5), pages 346-356.
    40. Wang, James J. & Cheng, Michael C., 2010. "From a hub port city to a global supply chain management center: a case study of Hong Kong," Journal of Transport Geography, Elsevier, vol. 18(1), pages 104-115.
    41. Mohamed-Chérif, Fatima & Ducruet, César, 2016. "Regional integration and maritime connectivity across the Maghreb seaport system," Journal of Transport Geography, Elsevier, vol. 51(C), pages 280-293.
    42. Hashem Dadashpoor & Sadegh Saeidi Shirvan, 2019. "Measuring functional polycentricity developments using the flow of goods in Iran: a novel method at a regional scale," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 23(4), pages 551-567, October.
    43. Markus Hesse, 2018. "Approaching the Relational Nature of the Port‐City Interface in Europe: Ties and Tensions Between Seaports and the Urban," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 109(2), pages 210-223, April.
    44. César Ducruet & Hidekazu Itoh & Olivier Joly, 2015. "Ports and the local embedding of commodity flows," Post-Print hal-03246422, HAL.
    45. Liquan Guo & Zhongzhen Yang, 2018. "Evaluation of foreign trade transport accessibility for Mainland China," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(1), pages 34-52, January.
    46. Witte, Patrick & Wiegmans, Bart & van Oort, Frank & Spit, Tejo, 2014. "Governing inland ports: a multi-dimensional approach to addressing inland port–city challenges in European transport corridors," Journal of Transport Geography, Elsevier, vol. 36(C), pages 42-52.
    47. Emami, Karim & Adibpour, Mehdi, 2012. "Oil income shocks and economic growth in Iran," Economic Modelling, Elsevier, vol. 29(5), pages 1774-1779.
    48. Rodrigue, Jean-Paul & Notteboom, Theo, 2010. "Foreland-based regionalization: Integrating intermediate hubs with port hinterlands," Research in Transportation Economics, Elsevier, vol. 27(1), pages 19-29.
    49. Martijn R. van der Horst & Larissa M. van der Lugt, 2011. "Coordination mechanisms in improving hinterland accessibility: empirical analysis in the port of Rotterdam," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(4), pages 415-435, March.
    50. Wang, Yuhong & Cullinane, Kevin, 2014. "Traffic consolidation in East Asian container ports: A network flow analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 152-163.
    51. Veenstra, Albert & Notteboom, Theo, 2011. "The development of the Yangtze River container port system," Journal of Transport Geography, Elsevier, vol. 19(4), pages 772-781.
    52. Bottasso, Anna & Conti, Maurizio & Ferrari, Claudio & Tei, Alessio, 2014. "Ports and regional development: A spatial analysis on a panel of European regions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 65(C), pages 44-55.
    53. Ducruet, César & Roussin, Stanislas & Jo, Jin-Cheol, 2009. "Going West? Spatial polarization of the North Korean port system," Journal of Transport Geography, Elsevier, vol. 17(5), pages 357-368.
    54. Wilmsmeier, Gordon & Monios, Jason & Lambert, Bruce, 2011. "The directional development of intermodal freight corridors in relation to inland terminals," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1379-1386.
    55. Ng, Adolf K.Y. & Padilha, Flavio & Pallis, Athanasios A., 2013. "Institutions, bureaucratic and logistical roles of dry ports: the Brazilian experiences," Journal of Transport Geography, Elsevier, vol. 27(C), pages 46-55.
    56. Ross Robinson, 2002. "Ports as elements in value-driven chain systems: the new paradigm," Maritime Policy & Management, Taylor & Francis Journals, vol. 29(3), pages 241-255.
    57. Ducruet, César & Cuyala, Sylvain & El Hosni, Ali, 2018. "Maritime networks as systems of cities: The long-term interdependencies between global shipping flows and urban development (1890–2010)," Journal of Transport Geography, Elsevier, vol. 66(C), pages 340-355.
    58. Zhao, Shuangming & Zhao, Pengxiang & Cui, Yunfan, 2017. "A network centrality measure framework for analyzing urban traffic flow: A case study of Wuhan, China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 478(C), pages 143-157.
    59. Dan He & Zhijing Sun & Peng Gao & Yui‐yip Lau, 2019. "Spatial–temporal evolution of the port–hinterland relationship: A case study of the Midstream Yangtze River, China," Growth and Change, Wiley Blackwell, vol. 50(3), pages 1043-1061, September.
    60. César Ducruet & Sylvain Cuyala & Ali El Hosni, 2018. "Maritime networks as systems of cities : the long-term interdependencies between global shipping flows and urban development (1890-2010)," Post-Print hal-03246922, HAL.
    61. Nicolas Raimbault & Wouter Jacobs & Frank Dongen, 2016. "Port Regionalisation from a Relational Perspective: The Rise of Venlo as Dutch International Logistics Hub," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(1), pages 16-32, February.
    62. Xuejun Feng & Yan Zhang & Yuwei Li & Wei Wang, 2013. "A Location-Allocation Model for Seaport-Dry Port System Optimization," Discrete Dynamics in Nature and Society, Hindawi, vol. 2013, pages 1-9, November.
    63. Notteboom, Theo E., 2010. "Concentration and the formation of multi-port gateway regions in the European container port system: an update," Journal of Transport Geography, Elsevier, vol. 18(4), pages 567-583.
    64. Jean‐Paul Rodrigue, 2004. "Freight, Gateways And Mega‐Urban Regions: The Logistical Integration Of The Bostwash Corridor1," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 95(2), pages 147-161, April.
    65. Witte, Patrick & Wiegmans, Bart & Rodrigue, Jean-Paul, 2017. "Competition or complementarity in Dutch inland port development: A case of overproximity?," Journal of Transport Geography, Elsevier, vol. 60(C), pages 80-88.
    66. Witte, Patrick & Wiegmans, Bart & Ng, Adolf K.Y., 2019. "A critical review on the evolution and development of inland port research," Journal of Transport Geography, Elsevier, vol. 74(C), pages 53-61.
    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. Deng, Ping & Song, Lian & Xiao, Ruiqi & Huang, Chengfeng, 2022. "Evaluation of logistics and port connectivity in the Yangtze River Economic Belt of China," Transport Policy, Elsevier, vol. 126(C), pages 249-267.
    2. Jin, Lianjie & Chen, Jing & Chen, Zilin & Sun, Xiangjun & Yu, Bin, 2022. "Impact of COVID-19 on China's international liner shipping network based on AIS data," Transport Policy, Elsevier, vol. 121(C), pages 90-99.
    3. Hou, Weilu & Shi, Qin & Guo, Liquan, 2022. "Impacts of COVID-19 pandemic on foreign trade intermodal transport accessibility: Evidence from the Yangtze River Delta region of mainland China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 419-438.
    4. Jiang, Xiaodan & Fan, Houming & Luo, Meifeng & Xu, Zhenlin, 2020. "Strategic port competition in multimodal network development considering shippers’ choice," Transport Policy, Elsevier, vol. 90(C), pages 68-89.
    5. Lin, Bo & Tang, Jie & Dai, Chang & Lu, Bo, 2024. "Spatial effect of digital economy on the coordinated development of Port cities," Research in Transportation Economics, Elsevier, vol. 103(C).
    6. Zhao, Deng & Zhen-fu, Li & Yu-tao, Zhou & Xiao, Chen & Shan-shan, Liang, 2020. "Measurement and spatial spillover effects of port comprehensive strength: Empirical evidence from China," Transport Policy, Elsevier, vol. 99(C), pages 288-298.

    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. Monios, Jason & Wilmsmeier, Gordon, 2013. "The role of intermodal transport in port regionalisation," Transport Policy, Elsevier, vol. 30(C), pages 161-172.
    2. Liu, Weichen & Cao, Youhui & Chen, Jianglong & Guo, Jiaying & Liang, Shuangbo, 2023. "Organization of river-sea container transportation in the Yangtze River: Processes and mechanisms," Journal of Transport Geography, Elsevier, vol. 108(C).
    3. César Ducruet, 2020. "The geography of maritime networks: A critical review," Post-Print halshs-02922543, HAL.
    4. Jung, Paul H. & Thill, Jean-Claude, 2022. "Sea-land interdependence and delimitation of port hinterland-foreland structures in the international transportation system," Journal of Transport Geography, Elsevier, vol. 99(C).
    5. Witte, Patrick & Wiegmans, Bart & Ng, Adolf K.Y., 2019. "A critical review on the evolution and development of inland port research," Journal of Transport Geography, Elsevier, vol. 74(C), pages 53-61.
    6. Koi Yu Adolf Ng & César Ducruet, 2014. "The changing tides of port geography (1950–2012)," Post-Print halshs-01359160, HAL.
    7. Deng, Ping & Song, Lian & Xiao, Ruiqi & Huang, Chengfeng, 2022. "Evaluation of logistics and port connectivity in the Yangtze River Economic Belt of China," Transport Policy, Elsevier, vol. 126(C), pages 249-267.
    8. Wu, Zhen & Woo, Su-Han & Lai, Po-Lin & Chen, Xiaoyi, 2022. "The economic impact of inland ports on regional development: Evidence from the Yangtze River region," Transport Policy, Elsevier, vol. 127(C), pages 80-91.
    9. Bergqvist, Rickard & Monios, Jason, 2021. "Drivers for migration of an intermodal network hub from a port to an inland terminal," Journal of Transport Geography, Elsevier, vol. 91(C).
    10. Ducruet, César, 2020. "The geography of maritime networks: A critical review," Journal of Transport Geography, Elsevier, vol. 88(C).
    11. Wan, Shulin & Luan, Weixin & Chen, Yuying & Lin, Qiaoqiao, 2022. "Influence of dry ports construction on seaport growth: Case of Ningbo Zhoushan Port," Transport Policy, Elsevier, vol. 117(C), pages 40-47.
    12. Wang, Chengjin & Ducruet, César, 2012. "New port development and global city making: emergence of the Shanghai–Yangshan multilayered gateway hub," Journal of Transport Geography, Elsevier, vol. 25(C), pages 58-69.
    13. Alena Khaslavskaya & Violeta Roso, 2020. "Dry ports: research outcomes, trends, and future implications," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(2), pages 265-292, June.
    14. Yang, Dong & Notteboom, Theo & Zhou, Xin, 2021. "Spatial, temporal and institutional characteristics of entry strategies in inland container terminals: A comparison between Yangtze River and Rhine River," Journal of Transport Geography, Elsevier, vol. 90(C).
    15. Ziran, Jiang & Chunfang, Pi & Huayou, Zhu & Chengjin, Wang & Shilin, Ye, 2022. "Temporal and spatial evolution and influencing factors of the port system in Yangtze River Delta Region from the perspective of dual circulation: Comparing port domestic trade throughput with port for," Transport Policy, Elsevier, vol. 118(C), pages 79-90.
    16. Qu, Chenrui & Zeng, Qingcheng & Li, Kevin X. & Lin, Kun-Chin, 2020. "Modeling incentive strategies for landside integration in multimodal transport chains," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 47-64.
    17. Monios, Jason, 2011. "The role of inland terminal development in the hinterland access strategies of Spanish ports," Research in Transportation Economics, Elsevier, vol. 33(1), pages 59-66.
    18. Jordi Caballé Valls & Peter W. Langen & Lorena García Alonso & José Ángel Vallejo Pinto, 2020. "Understanding Port Choice Determinants and Port Hinterlands: Findings from an Empirical Analysis of Spain," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(1), pages 53-67, March.
    19. Raimbault, Nicolas, 2019. "From regional planning to port regionalization and urban logistics. The inland port and the governance of logistics development in the Paris region," Journal of Transport Geography, Elsevier, vol. 78(C), pages 205-213.
    20. Erica Varese & Danilo Stefano Marigo & Mariarosaria Lombardi, 2020. "Dry Port: A Review on Concept, Classification, Functionalities and Technological Processes," Logistics, MDPI, vol. 4(4), pages 1-16, November.

    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:88:y:2020:i:c:p:57-68. 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.