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Do shippers’ characteristics influence port choice criteria? Capturing heterogeneity by using latent class models

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  • Martínez-Moya, Julián
  • Feo-Valero, María
Abstract
This paper focuses on the study of Spanish ceramic tile exporters' port choice criteria, an industry that is characterized by a low unit value index. Thus, transport costs highly influence the competitiveness of their products in international markets, representing a relatively high percentage of the value of the shipment. It is therefore critical for this type of industry to have access to efficient door-to-door maritime chains. Determinants of port choice are analysed through a latent class model allowing to link class membership to specific characteristics of the shippers and their shipments such as the size of the company, the value of the shipment, the destination market and the frequency of shipments. The results obtained show differences in the valuation of the attributes frequency, delays and closing time depending on the type of destination market. While companies exporting to deep-sea markets value specially the attributes frequency and delays, those exporting to the regional corridor are the only ones where the closing time is statistically significant. Policies designed show that when there is a strong competition between two ports to attract cargo from an overlapped hinterland, the ultimate effectiveness of the measures would depend on its competitor's strategic movement and the measures implemented there.

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  • Martínez-Moya, Julián & Feo-Valero, María, 2022. "Do shippers’ characteristics influence port choice criteria? Capturing heterogeneity by using latent class models," Transport Policy, Elsevier, vol. 116(C), pages 96-105.
    • Handle: RePEc:eee:trapol:v:116:y:2022:i:c:p:96-105
    DOI: 10.1016/j.tranpol.2021.11.026
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    as
    1. Marcucci, Edoardo & Gatta, Valerio, 2012. "Dissecting preference heterogeneity in consumer stated choices," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(1), pages 331-339.
    2. Castelein, R.B. & Geerlings, H. & van Duin, J.H.R., 2019. "Divergent effects of container port choice incentives on users' behavior," Transport Policy, Elsevier, vol. 84(C), pages 82-93.
    3. Amable Esparza & María del Mar Cerbán & Francisco Piniella, 2017. "State-owned Spanish Port System oversizing: an analysis of maximum operational capacity," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(8), pages 995-1011, November.
    4. Vega, Laura & Cantillo, Víctor & Arellana, Julián, 2019. "Assessing the impact of major infrastructure projects on port choice decision: The Colombian case," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 132-148.
    5. Bliemer, Michiel C.J. & Collins, Andrew T., 2016. "On determining priors for the generation of efficient stated choice experimental designs," Journal of choice modelling, Elsevier, vol. 21(C), pages 10-14.
    6. Javier Cantillo & Victor Cantillo & Julián Arellana, 2018. "Modelling with joint choice of ports and countries of origin and destination: application to Colombian ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(6), pages 720-738, August.
    7. Martínez-Moya, Julián & Feo-Valero, María, 2020. "Measuring foreland container port connectivity disaggregated by destination markets: An index for Short Sea Shipping services in Spanish ports," Journal of Transport Geography, Elsevier, vol. 89(C).
    8. Yuen, Chi-lok Andrew & Zhang, Anming & Cheung, Waiman, 2012. "Port competitiveness from the users' perspective: An analysis of major container ports in China and its neighboring countries," Research in Transportation Economics, Elsevier, vol. 35(1), pages 34-40.
    9. Jiannan, Cheng & feng, Lian & Zhongzhen, Yang, 2020. "Impacts of the choice habits of port users on the effects and efficiencies of port investment," Transport Policy, Elsevier, vol. 99(C), pages 203-214.
    10. Molin, Eric & Mokhtarian, Patricia & Kroesen, Maarten, 2016. "Multimodal travel groups and attitudes: A latent class cluster analysis of Dutch travelers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 14-29.
    11. Chinonye Ugboma & Ogochukwu Ugboma & Innocent C Ogwude, 2006. "An Analytic Hierarchy Process (AHP) Approach to Port Selection Decisions – Empirical Evidence from Nigerian Ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 8(3), pages 251-266, September.
    12. Greiner, Romy & Bliemer, Michiel & Ballweg, Julie, 2014. "Design considerations of a choice experiment to estimate likely participation by north Australian pastoralists in contractual biodiversity conservation," Journal of choice modelling, Elsevier, vol. 10(C), pages 34-45.
    13. Marzieh Nazemzadeh & Thierry Vanelslander, 2015. "The container transport system: Selection criteria and business attractiveness for North-European ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 17(2), pages 221-245, June.
    14. Tom Vermeiren & Cathy Macharis, 2016. "Intermodal land transportation systems and port choice, an analysis of stated choices among shippers in the Rhine–Scheldt delta," Maritime Policy & Management, Taylor & Francis Journals, vol. 43(8), pages 992-1004, November.
    15. Simme Veldman & Lorena Garcia-Alonso & José Ángel Vallejo-Pinto, 2011. "Determinants of container port choice in Spain," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(5), pages 509-522, January.
    16. Malchow, Matthew B. & Kanafani, Adib, 2004. "A disaggregate analysis of port selection," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 40(4), pages 317-337, July.
    17. Greene, William H. & Hensher, David A., 2003. "A latent class model for discrete choice analysis: contrasts with mixed logit," Transportation Research Part B: Methodological, Elsevier, vol. 37(8), pages 681-698, September.
    18. Román, Concepción & Arencibia, Ana Isabel & Feo-Valero, María, 2017. "A latent class model with attribute cut-offs to analyze modal choice for freight transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 102(C), pages 212-227.
    19. Tapia, Rodrigo Javier & dos Santos Senna, Luiz Afonso & Larranaga, Ana Margarita & Cybis, Helena Beatriz Bettella, 2019. "Joint mode and port choice for soy production in Buenos Aires province, Argentina," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 121(C), pages 100-118.
    20. Marcucci, Edoardo & Gatta, Valerio & Scaccia, Luisa, 2015. "Urban freight, parking and pricing policies: An evaluation from a transport providers’ perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 239-249.
    21. Mittal, Neha & McClung, Dale, 2016. "Shippers’ Changing Priorities in Port Selection Decision - A Survey Analysis Using Analytic Hierarchy Process (AHP)," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 55(3), December.
    22. An-Shuen Nir & Kuang Lin & Gin-Shuh Liang, 2003. "Port choice behaviour--from the perspective of the shipper," Maritime Policy & Management, Taylor & Francis Journals, vol. 30(2), pages 165-173, January.
    23. 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.
    24. Steven, Adams B. & Corsi, Thomas M., 2012. "Choosing a port: An analysis of containerized imports into the US," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(4), pages 881-895.
    25. Malchow, Matthew Brian, 2001. "An Analysis of Port Selection," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt4911j5zt, Institute of Transportation Studies, UC Berkeley.
    26. Rose, John M. & Bliemer, Michiel C.J. & Hensher, David A. & Collins, Andrew T., 2008. "Designing efficient stated choice experiments in the presence of reference alternatives," Transportation Research Part B: Methodological, Elsevier, vol. 42(4), pages 395-406, May.
    27. Matthew Malchow & Adib Kanafani, 2001. "A disaggregate analysis of factors influencing port selection," Maritime Policy & Management, Taylor & Francis Journals, vol. 28(3), pages 265-277, July.
    28. Leandro García-Menéndez & Inmaculada Martínez-Zarzoso & Delia Pinero De Miguel, 2004. "Determinants of Mode Choice between Road and Shipping for Freight Transport: Evidence for Four Spanish Exporting Sectors," Journal of Transport Economics and Policy, University of Bath, vol. 38(3), pages 447-466, September.
    29. Onut, Semih & Tuzkaya, Umut R. & Torun, Erçin, 2011. "Selecting container port via a fuzzy ANP-based approach: A case study in the Marmara Region, Turkey," Transport Policy, Elsevier, vol. 18(1), pages 182-193, January.
    30. I Martínez-Zarzoso & L García-Menéndez & C Suárez-Burguet, 2003. "Impact of Transport Costs on International Trade: The Case of Spanish Ceramic Exports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(2), pages 179-198, June.
    31. Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
    32. Piyush Tiwari & Hidekazu Itoh & Masayuki Doi, 2003. "Shippers' Port and Carrier Selection Behaviour in China: A Discrete Choice Analysis," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(1), pages 23-39, March.
    33. Chang, Young-Tae & Lee, Sang-Yoon & Tongzon, Jose L., 2008. "Port selection factors by shipping lines: Different perspectives between trunk liners and feeder service providers," Marine Policy, Elsevier, vol. 32(6), pages 877-885, November.
    34. 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.
    35. Kashiha, Mona & Thill, Jean-Claude & Depken, Craig A., 2016. "Shipping route choice across geographies: Coastal vs. landlocked countries," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 91(C), pages 1-14.
    36. Simme J Veldman & Ewout H Bückmann, 2003. "A Model on Container Port Competition: An Application for the West European Container Hub-Ports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 5(1), pages 3-22, March.
    37. Julián Martínez Moya & María Feo Valero, 2017. "Port choice in container market: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 300-321, May.
    38. Tongzon, Jose L., 2009. "Port choice and freight forwarders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 186-195, January.
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    Cited by:

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    2. Natalia Wagner & Izabela Kotowska & Michał Pluciński, 2022. "The Impact of Improving the Quality of the Port’s Infrastructure on the Shippers’ Decisions," Sustainability, MDPI, vol. 14(10), pages 1-22, May.
    3. Martínez-Moya, Julián & Mestre-Alcover, Amparo & Sala-Garrido, Ramón & Furió-Pruñonosa, Salvador, 2024. "Are transhipment ports more efficient in the Mediterranean Sea? Analysing the role of time at ports using DEA metafrontier approach," Journal of Transport Geography, Elsevier, vol. 116(C).
    4. Feo-Valero, María & Martínez-Moya, Julián, 2022. "Shippers vs. freight forwarders: Do they differ in their port choice decisions? Evidence from the Spanish ceramic tile industry," Research in Transportation Economics, Elsevier, vol. 95(C).

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