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Spatial analysis of the impact of transport accessibility on regional performance: A study for Europe

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  • Freiria, Susana
  • Sousa, Nuno
  • Calvo-Poyo, Francisco

Abstract

Several works have addressed the impact of transport accessibility on regional development. Nevertheless, it is not consensual that new levels of accessibility lead to the improvement of regional development. This article proposes a methodological approach to assess whether significant relationship exist between these two variables. The methodology uses Data Envelopment Analysis to evaluate regional performance and spatial statistics methods (local bivariate relationships) to evaluate the type of relationships between accessibility and performance for each region, along with its significance. The approach was applied to 186 NUTS that cover 19 European countries, extending previous works which focus on global results, in the sense that only one (usually large) area is considered. Results indicate that approximately half the regions have a significant relationship between transport accessibility and regional performance. Logit regression analyses show that central regions are more likely to exhibit significance, as well as regions with high (low) levels of performance surrounded by regions with high (low) levels of accessibility, hinting at a synergy between the two variables. An important policy implication is that regions of high performance surrounded by regions of low accessibility may benefit from investments in the transport infrastructure.

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  • Freiria, Susana & Sousa, Nuno & Calvo-Poyo, Francisco, 2022. "Spatial analysis of the impact of transport accessibility on regional performance: A study for Europe," Journal of Transport Geography, Elsevier, vol. 102(C).
    • Handle: RePEc:eee:jotrge:v:102:y:2022:i:c:s0966692322000941
    DOI: 10.1016/j.jtrangeo.2022.103371
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    as
    1. Mahmoudi, Reza & Emrouznejad, Ali & Shetab-Boushehri, Seyyed-Nader & Hejazi, Seyed Reza, 2020. "The origins, development and future directions of data envelopment analysis approach in transportation systems," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    2. Riccardo Crescenzi & Mara Giua, 2020. "One or many Cohesion Policies of the European Union? On the differential economic impacts of Cohesion Policy across member states," Regional Studies, Taylor & Francis Journals, vol. 54(1), pages 10-20, January.
    3. Douglas Holtz-Eakin & Amy Schwartz, 1995. "Spatial productivity spillovers from public infrastructure: Evidence from state highways," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(3), pages 459-468, October.
    4. Vickerman, Roger, 2018. "Can high-speed rail have a transformative effect on the economy?," Transport Policy, Elsevier, vol. 62(C), pages 31-37.
    5. Jan K. Brueckner, 2003. "Airline Traffic and Urban Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1455-1469, July.
    6. Adler, Nicole & Berechman, Joseph, 2001. "Measuring airport quality from the airlines' viewpoint: an application of data envelopment analysis," Transport Policy, Elsevier, vol. 8(3), pages 171-181, July.
    7. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Spillover effects of public capital formation: evidence from the Spanish regions," Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
    8. Yu, Ming-Miin & Lin, Erwin T.J., 2008. "Efficiency and effectiveness in railway performance using a multi-activity network DEA model," Omega, Elsevier, vol. 36(6), pages 1005-1017, December.
    9. Boarnet, Marlon G., 1996. "The Direct and Indirect Economic Effects of Transportation Infrastructure," University of California Transportation Center, Working Papers qt1506r290, University of California Transportation Center.
    10. Marco Percoco, 2010. "Airport Activity and Local Development: Evidence from Italy," Urban Studies, Urban Studies Journal Limited, vol. 47(11), pages 2427-2443, October.
    11. Anna Matas & Josep-Lluis Raymond & Josep-Lluis Roig, 2015. "Wages and Accessibility: The Impact of Transport Infrastructure," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1236-1254, July.
    12. Álvarez, Inmaculada C. & Barbero, Javier & Zofío, José L., 2016. "A spatial autoregressive panel model to analyze road network spillovers on production," Transportation Research Part A: Policy and Practice, Elsevier, vol. 93(C), pages 83-92.
    13. Rajiv D. Banker & Robert F. Conrad & Robert P. Strauss, 1986. "A Comparative Application of Data Envelopment Analysis and Translog Methods: An Illustrative Study of Hospital Production," Management Science, INFORMS, vol. 32(1), pages 30-44, January.
    14. Cantos, Pedro & Maudos, Joaqui­n, 2001. "Regulation and efficiency: the case of European railways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(5), pages 459-472, June.
    15. Jesús Crespo Cuaresma & Gernot Doppelhofer & Martin Feldkircher, 2014. "The Determinants of Economic Growth in European Regions," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 44-67, January.
    16. Luo, Xueming, 2003. "Evaluating the profitability and marketability efficiency of large banks: An application of data envelopment analysis," Journal of Business Research, Elsevier, vol. 56(8), pages 627-635, August.
    17. Brian Sloboda & Vincent Yao, 2008. "Interstate spillovers of private capital and public spending," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(3), pages 505-518, September.
    18. Roger Vickerman & Klaus Spiekermann & Michael Wegener, 1999. "Accessibility and Economic Development in Europe," Regional Studies, Taylor & Francis Journals, vol. 33(1), pages 1-15.
    19. Scotti, Davide & Malighetti, Paolo & Martini, Gianmaria & Volta, Nicola, 2012. "The impact of airport competition on technical efficiency: A stochastic frontier analysis applied to Italian airport," Journal of Air Transport Management, Elsevier, vol. 22(C), pages 9-15.
    20. Örkcü, H. Hasan & Balıkçı, Cemal & Dogan, Mustafa Isa & Genç, Aşır, 2016. "An evaluation of the operational efficiency of turkish airports using data envelopment analysis and the Malmquist productivity index: 2009–2014 case," Transport Policy, Elsevier, vol. 48(C), pages 92-104.
    21. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    22. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    23. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    24. Rokicki, Bartlomiej & Stępniak, Marcin, 2018. "Major transport infrastructure investment and regional economic development – An accessibility-based approach," Journal of Transport Geography, Elsevier, vol. 72(C), pages 36-49.
    25. Roberta Capello, 2016. "What makes Southern Italy still lagging behind? A diachronic perspective of theories and approaches," European Planning Studies, Taylor & Francis Journals, vol. 24(4), pages 668-686, April.
    26. Kao, Chiang & Liu, Shiang-Tai, 2014. "Multi-period efficiency measurement in data envelopment analysis: The case of Taiwanese commercial banks," Omega, Elsevier, vol. 47(C), pages 90-98.
    27. Bartlomiej Rokicki & Eduardo A. Haddad & Jonathan M. Horridge & Marcin Stępniak, 2021. "Accessibility in the regional CGE framework: the effects of major transport infrastructure investments in Poland," Transportation, Springer, vol. 48(2), pages 747-772, April.
    28. David A. Banks, 2022. "The attention economy of authentic cities: how cities behave like influencers," European Planning Studies, Taylor & Francis Journals, vol. 30(1), pages 195-209, January.
    29. Cavallaro, Federico & Bruzzone, Francesco & Nocera, Silvio, 2020. "Spatial and social equity implications for High-Speed Railway lines in Northern Italy," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 327-340.
    30. Chen, Zhenhua & Xue, Junbo & Rose, Adam Z. & Haynes, Kingsley E., 2016. "The impact of high-speed rail investment on economic and environmental change in China: A dynamic CGE analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 232-245.
    31. Gillen, David & Lall, Ashish, 1997. "Developing measures of airport productivity and performance: an application of data envelopment analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 33(4), pages 261-273, December.
    32. Laurino, Antonio & Beria, Paolo & Debernardi, Andrea & Ferrara, Emanuele, 2019. "Accessibility to Italian remote regions: Comparison among different transport alternatives," Transport Policy, Elsevier, vol. 83(C), pages 127-138.
    33. Elburz, Zeynep & Nijkamp, Peter & Pels, Eric, 2017. "Public infrastructure and regional growth: Lessons from meta-analysis," Journal of Transport Geography, Elsevier, vol. 58(C), pages 1-8.
    34. Vickerman, Roger, 2008. "Transit investment and economic development," Research in Transportation Economics, Elsevier, vol. 23(1), pages 107-115, January.
    35. Timmer, Marcel P. & Szirmai, Adam, 2000. "Productivity growth in Asian manufacturing: the structural bonus hypothesis examined," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 371-392, December.
    36. Martin Heidenreich & Beatriz Plaza, 2015. "Renewal through Culture? The Role of Museums in the Renewal of Industrial Regions in Europe," European Planning Studies, Taylor & Francis Journals, vol. 23(8), pages 1441-1455, August.
    37. Nikolaou, Paraskevas & Dimitriou, Loukas, 2018. "Evaluation of road safety policies performance across Europe: Results from benchmark analysis for a decade," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 232-246.
    38. Pot, Felix Johan & van Wee, Bert & Tillema, Taede, 2021. "Perceived accessibility: What it is and why it differs from calculated accessibility measures based on spatial data," Journal of Transport Geography, Elsevier, vol. 94(C).
    39. Junjie Hong & Zhaofang Chu & Qiang Wang, 2011. "Transport infrastructure and regional economic growth: evidence from China," Transportation, Springer, vol. 38(5), pages 737-752, September.
    40. Sepideh Kaffash & Marianna Marra, 2017. "Data envelopment analysis in financial services: a citations network analysis of banks, insurance companies and money market funds," Annals of Operations Research, Springer, vol. 253(1), pages 307-344, June.
    41. Bergantino, Angela Stefania & Capurso, Mauro & Hess, Stephane, 2020. "Modelling regional accessibility to airports using discrete choice models: An application to a system of regional airports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 855-871.
    42. Kenneth Button, 1998. "original: Infrastructure investment, endogenous growth and economic convergence," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 32(1), pages 145-162.
    43. 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.
    44. Link, Heike, 2019. "The impact of including service quality into efficiency analysis: The case of franchising regional rail passenger serves in Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 284-300.
    45. Seidenglanz, Daniel & Taczanowski, Jakub & Król, Marcin & Horňák, Marcel & Nigrin, Tomáš, 2021. "Quo vadis, international long-distance railway services? Evidence from Central Europe," Journal of Transport Geography, Elsevier, vol. 92(C).
    46. Halpern, Nigel & Bråthen, Svein, 2011. "Impact of airports on regional accessibility and social development," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1145-1154.
    47. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, June.
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