Measuring Market Accessibility of Insular Areas based on Network Distance and Shipment Cost
The case of Greek Islands
DOI:
https://doi.org/10.18335/region.v13i2.586Abstract
In this paper, we calculate the two-sided (consumer and producer) market accessibility of the Greek islands, based on different measures of transport cost, namely, the actual network distance and the freight shipment cost from/to mainland regions and between them. For this purpose, we employ a unique micro-dataset of 1,026,469 shipments for the year 2021 originated from the platform of Islands’ Transport Equivalent for firms. The shipment cost refers to the receipts of payments made by firms for outsourcing transport services to companies with public-use truck vehicles. The findings show the importance of the population size, geographical proximity to large markets and network connectivity, and underscore the severe imbalances among consumers’ (importers’) and producers’ (exporters’) accessibility to and from the Greek islands. Moreover, the use of shipment cost significantly alters the accessibility hierarchy and trade imbalance inequalities among islands, as it incorporates inherent characteristics of the logistics and product markets. Relevant policy implications are made to support the design of more effective island policies aimed at supporting the competitiveness of local businesses, the living standards of inhabitants and the territorial cohesion of the country.
References
Alasia A, Bédard F, Bélanger J, Guimond E, Penney C (2017) Measuring remoteness and accessibility -- A set of indices for Canadian communities. Statistics Canada, Ottawa, Ontario, Canada. Issue 18-001-X. Available at https://publications.gc.ca/site/eng/9.835126/publication.html
Auty R (2019) Natural resources and small island economies: Mauritius and Trinidad and Tobago. In: Papyrakis E (ed), Why Does Development Fail in Resource Rich Economies. Routledge, Oxford, U.K, 90–103. https://doi.org/10.1080/00220388.2016.1160063
Baldacchino G (2020) How far can one go? How distance matters in island development. Island Studies Journal 15: 25–42
Batty M (1976) Urban Modelling: Algorithms, Calibrations, Predictions. Cambridge University Press, Cambridge, U.K
Baum-Snow N, Henderson J, Turner M, Zhang Q, Brandt L (2020) Does investment in national highways help or hurt hinterland city growth? Journal Of Urban Economics 115: 103124. https://doi.org/10.1016/j.jue.2018.05.001
Behrens K, Thisse J (2007) Regional economics: A new economic geography perspective. Regional Science and Urban Economics 37: 457–465. https://doi.org/10.1016/j.regsciurbeco.2006.10.001
Blumfield T, Reverchon F, Vigulu V (2018) The importance of market access for timber growers in small island developing states: A Solomon Island study. Land Use Policy 77: 598–602. https://doi.org/10.1016/j.landusepol.2018.05.034
Briguglio L (1995) Small island developing states and their economic vulnerabilities. World Development 23: 1615–1632
Bruna F, Lopez-Rodriguez J, Faíña A (2016) Market potential, spatial dependences and spillovers in European regions. Regional Studies 50: 1551–1563. https://doi.org/10.1080/00343404.2015.1048796
Chen G, Correia M, Abreu, Silva J (2015) Accessibility indicators for regional economic development: An application to the regional distributive effects of high-speed rail in Spain. 55th Congress of the European Regional Science Association, Lisbon, Portugal. Available at https://www.econstor.eu/bitstream/10419/124620/1/ERSA2015_00393.pdf
Combes P, Mayer T, Thisse J (2008) Economic Geography: The Integration of Regions and Nations. Princeton University Press, Princeton, NJ
Cowie J (2012) The cost of remote transport services in the single European market—the case of the Scottish Western Isles ferries. Research in Transportation Business & Management 4: 90–96. https://doi.org/10.1016/j.rtbm.2012.06.014
Deardorff A (1998) Determinants of bilateral trade: Does gravity work in a neoclassical world? In: Frankel J (ed), The Regionalization of the World Economy. University of Chicago Press, Chicago, IL, 7–32
Deidda M (2016) Insularity and economic development: A survey. International Review of Economics 63: 107–128. https://doi.org/10.1007/s12232-015-0238-8
Dijkstra L, Papadimitriou E, Martinez B, Dominicis L, Kovacic M (2023) The EU Regional Competitiveness Index 2.0/ (2022 ed.). Publications Office of the European Union, Luxembourg
Donaldson D, Hornbeck R (2016) Railroads and American economic growth: A “market access” approach. The Quarterly Journal of Economics 131: 799–858. https://doi.org/10.1093/qje/qjw002
Eaton J, Kortum S (2002) Technology, geography, and trade. Econometrica 70: 1741–1779. https://doi.org/10.1111/1468-0262.00352
Fageda X, Jiménez J, Valido J (2017) An empirical evaluation of the effects of European public policies on island airfares. Transportation Research Part A: Policy and Practice 106: 288–299. https://doi.org/10.1016/j.tra.2017.09.018
Fujita M, Krugman P, Venables A (1999) The Spatial Economy: Cities, Regions, and International Trade. MIT Press, Cambridge, MA
Giannotti M, Tomasiello D, Bittencourt T (2022) The bias in estimating accessibility inequalities using gravity-based metrics. Journal of Transport Geography 101: 103337. https://doi.org/10.1016/j.jtrangeo.2022.103337
Harris C (1954) The market as a factor in the localization of industry in the United States. Annals of the Association of American Geographers 44: 315–348. https://doi.org/10.1080/00045605409352140
Hayakawa K, Isono I, Kumagai S (2020) Transportation costs in archipelagos: Evidence from Indonesia. The Developing Economies 58: 227–241. https://doi.org/10.1111/deve.12249
Iimi A (2019) Hidden treasures in the Comoros: The impact of inter-island connectivity improvement on agricultural production. World Bank Policy Research Working Papers (8960). Available at SSRN: https://ssrn.com/abstract=3433467
Isard W (1960) Methods of Regional Analysis: An Introduction to Regional Science. The MIT Press, Cambridge, MA
Jiménez J, Valido J, Morán N (2018) Do maritime passengers’ subsidies in Europe affect prices? Maritime Policy & Management 45: 911–923. https://doi.org/10.1080/03088839.2018.1441558
Karampela S, Kizos T, Spilanis I (2014) Accessibility of islands: Towards a new geography based on transportation modes and choices. Island Studies Journal 9: 293--306. https://doi.org/10.24043/isj.307
Kizos T, Zafirelli S, Spilanis I, Kavroudakis D (2023) A policy tool for island transport cost inequality: Exploration of the application of the transport equivalent threshold on Greek islands. Island Studies Journal 20: 149–168. https://doi.org/10.24043/isj.404
Klaesson J, Larsson J, Norman T (2015) Accessibility and market potential analysis. In: Karlsson C, Andersson M, Norman T (eds), Handbook of Research Methods and Applications in Economic Geography. Edward Elgar, Cheltenham, U.K, 412–435
Kotios A (2022) Towards a specific and differentiated regional policy for the development of the island and maritime space. 6th Panhellenic Conference on Urban Planning, Spatial Planning and Regional Development. University of Thessaly, Volos, Greece
Krugman P (1980) Scale economies, product differentiation, and the pattern of trade. American Economic Review 70: 950–959
Krugman P (1991) Increasing returns and economic geography. Journal of Political Economy 99: 483–499. https://doi.org/10.1086/261763
Laird J (2020) Transport connectivity for remote communities in Scotland. International Transport Forum Discussion Paper No. 2020/30, OECD Publishing, Paris, France. https://doi.org/10.1787/df1a65b7-en
Mann H, Whitney D (1947) On a test whether one of two random variables is stochastically larger than the other. The Annals of Mathematical Statistics 18: 50–60
Martinez-Zarzoso I, Nowak-Lehmann F (2007) Is distance a good proxy for transport costs? The case of competing transport modes. The Journal of International Trade & Economic Development/ 16: 411–434. https://doi.org/10.1080/09638190701527186
Martínez Raya A, González-Sánchez V (2021) Efficiency and sustainability of regional aviation on insular territories of the European Union: A case study of public service obligations on scheduled air routes among the Balearic Islands. Sustainability 13: 3949. https://doi.org/10.3390/su13073949
Matas A, Raymond J, Ruiz A (2018) Regional infrastructure investment and efficiency. Regional Studies 52: 1684–1694. https://doi.org/10.1080/00343404.2018.1445845
McCann P (2005) Transport costs and new economic geography. Journal of Economic Geography 5: 305–318. https://doi.org/10.1093/jnlecg/lbh050
Nitsch V (2000) National borders and international trade: Evidence from the European Union. Canadian Journal of Economics/Revue Canadienne d’Economique/ 33: 1091–1105. https://doi.org/10.1111/0008-4085.00055
Perra V, Boile M (2026) Envisioning ai for international cooperation in maritime transport: conceptual insights from short sea shipping and maritime spatial planning. Transportation Research Interdisciplinary Perspectives 36: 101819. https://doi.org/10.1016/j.trip.2025.101819
Persyn D, Barbero J, Díaz-Lanchas J (2020) Regional transport costs. Dataset. joint research centre (jrc), european commission. https://doi.org/10.2905/JRC.RAJWAMG
Peña Carrera L (2002) Tracing accessibility over time: Two Swiss case studies. Master’s thesis, Barcelona School of Civil Engineering, Universitat Politècnica de Catalunya, Barcelona, Spain. Available at https://upcommons.upc.edu/entities/publication/7946066d-0ec4-437c-9b44-a838d1c9a0a9
Productivity Commission (2007) Tasmanian freight subsidy arrangements. Inquiry report No. 39, Australian Government, Canberra. Available at https://www.pc.gov.au/inquiries-and-research/tasmanian-freight-subsidy/report/
Productivity Commission (2014) Tasmanian shipping and freight. Inquiry report No. 69, Australian Government, Canberra. Available at https://www.pc.gov.au/inquiries-and-research/tasmanian-shipping/report/
Reggiani A, Bucci P, Russo G (2011) Accessibility and impedance forms: Empirical applications to the German commuting network. International Regional Science Review 34: 230–252. https://doi.org/10.1177/0160017610387296
Rodousakis N, Tsekeris T (2025) Sectoral and Regional Multiplier Values of the Greek Economy, Volume 88 of Studies Series. KEPE, Athens, Greece
Santana Palacios M, El-Geneidy A (2022) Cumulative versus gravity-based accessibility measures: which one to use? Findings February 2022. https://doi.org/10.32866/001c.32444
Schmitt K, Kramer D (2009) Road development and market access on Nicaragua's Atlantic coast: Implications for household fishing and farming practices. Environmental Conservation 36: 289–300. https://doi.org/10.1017/S0376892910000159
Sofiyandi Y, Kurniawan Y, Yudhistira M (2023) The impact of maritime logistics subsidy on food prices: Evidence from Indonesia. Economic Analysis and Policy 79: 1026–1045. https://doi.org/10.1016/j.eap.2023.06.035
Soomauroo Z, Blechinger P, Creutzig F (2023) Electrifying public transit benefits public finances in small island developing states. Transport Policy 138: 45–59. https://doi.org/10.1016/j.tranpol.2023.04.017
Spilanis I, Kizos T, Petsioti P (2012) Accessibility of peripheral regions: Evidence from Aegean Islands (Greece). Island Studies Journal 7: 199--214
Tsekeris T (2023) Insularity, accessibility, and affordability of transport services in Greek islands. In: ‘Smart Energy for Smart Transport’, Lecture Notes in Intelligent Transportation and Infrastructure, Volume 84. Springer, Cham, Switzerland, 1027–1044. https://doi.org/10.1007/978-3-031-23721-8_84
Tsekeris T, Lychnaras V, Passas C, Skintzi G (2023) Evaluation, improvement and rationalisation of the islands’ transport equivalent measure for firms. Project Report for the General Secretariat of the Aegean and Insular Policy, Ministry of Maritime Affairs and Island Policy, Centre of Planning and Economic Research (KEPE), Athens, Greece
Tsiapa M (2019) Adjustment mechanisms of greek regions in export activity during the economic crisis of 2008–2012. Papers in Regional Science 98: 621–640. https://doi.org/10.1111/pirs.12367
UNCTAD (2014) Review of maritime transport 2014. United Nations Conference on Trade and Development, Geneva, Switzerland. Available at https://unctad.org/system/files/official-document/rmt2014_en.pdf
UNCTAD (2020) Review of maritime transport 2020. United Nations Conference on Trade and Development, Geneva, Switzerland. Available at https://unctad.org/system/files/official-document/rmt2020_en.pdf
Wei SJ (1996) Intra-national versus international trade: How stubborn are nations in global integration? NBER Working Papers, 5531, National Bureau of Economic Research, Cambridge, MA. https://doi.org/10.3386/w5531
Wieland T (2020) REAT: A regional economic analysis toolbox for R. Region 7: 1– 57. https://doi.org/10.18335/region.v6i3.267
Wilcoxon F (1945) Individual comparisons by ranking methods. Biometrics Bulletin 1: 80–83
Yoshida N, Deichmann U (2009) Measurement of accessibility and its applications. Journal of Infrastructure Development 1: 1–16. https://doi.org/10.1177/097493060900100102
Yudhistira M, Sofiyandi Y (2018) Seaport status, port access, and regional economic development in Indonesia. Maritime Economics & Logistics 20: 549–568. https://doi.org/10.1057/s41278-017-0089-1
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