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Inter-industry employment spillovers from tourism inflows

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  • Kadiyali, Vrinda
  • Kosová, Renáta

Abstract

How much economic stimulus does tourism provide by generating jobs in various local industry sectors? Using data across 43 U.S. metropolitan statistical areas during 1987–2006, we analyze the impact of tourism inflows — proxied by the number of hotel rooms sold — on the employment in 22 non-hotel industries. We estimate a dynamic labor demand model with inter-industry spillover effects, using various estimators including GMM-based dynamic panel methods. We find statistically and economically significant effects — an additional 100 rooms sold per day during a year in a given MSA generates between 2 and 5 new jobs per non-hotel industry in that area. Subsample analyses across industries indicate that construction, retail, health care, professional and technical services are among the largest beneficiaries of these spillovers.

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  • Kadiyali, Vrinda & Kosová, Renáta, 2013. "Inter-industry employment spillovers from tourism inflows," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 272-281.
    • Handle: RePEc:eee:regeco:v:43:y:2013:i:2:p:272-281
    DOI: 10.1016/j.regsciurbeco.2012.07.006
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    as
    1. Moscone, F. & Tosetti, E., 2010. "Testing for error cross section independence with an application to US health expenditure," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 283-291, September.
    2. Elhorst, J. Paul, 2010. "Dynamic panels with endogenous interaction effects when T is small," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 272-282, September.
    3. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    4. Barrios, Salvador & Bertinelli, Luisito & Strobl, Eric, 2006. "Coagglomeration and spillovers," Regional Science and Urban Economics, Elsevier, vol. 36(4), pages 467-481, July.
    5. Kelejian, Harry & Tavlas, George S. & Petroulas, Pavlos, 2012. "In the neighborhood: The trade effects of the Euro in a spatial framework," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 314-322.
    6. 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.
    7. Edgar J Sanchez Carrera & W. Adrian Risso & Juan Gabriel Brida, 2008. "Tourism's Impact on Long-Run Mexican Economic Growth," Economics Bulletin, AccessEcon, vol. 3(21), pages 1-8.
    8. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    9. repec:ebl:ecbull:v:3:y:2008:i:21:p:1-8 is not listed on IDEAS
    10. Stanislav Ivanov & Craig Webster, 2007. "Measuring the Impact of Tourism on Economic Growth," Tourism Economics, , vol. 13(3), pages 379-388, September.
    11. Gérard, Marcel & Jayet, Hubert & Paty, Sonia, 2010. "Tax interactions among Belgian municipalities: Do interregional differences matter?," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 336-342, September.
    12. Mohl, P. & Hagen, T., 2010. "Do EU structural funds promote regional growth? New evidence from various panel data approaches," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 353-365, September.
    13. David Neumark & Michael L. Wachter, 1995. "Union Effects on Nonunion Wages: Evidence from Panel Data on Industries and Cities," ILR Review, Cornell University, ILR School, vol. 49(1), pages 20-38, October.
    14. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    15. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    16. Lee, Lung-fei & Yu, Jihai, 2010. "Some recent developments in spatial panel data models," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 255-271, September.
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    2. Ana María Estrada-Jabelaa & Lewis Enrique Polo-Espinosab & Gerson Javier Pérez-Valbuenac & Lucas Wilfried Hahn-De-Castro, 2016. "Caracterización del mercado laboral en el sector hotelero de Cartagena y las principales áreas metropolitanas," Documentos de trabajo sobre Economía Regional y Urbana 242, Banco de la Republica de Colombia.
    3. Mitra, Subrata Kumar & Chattopadhyay, Manojit & Jana, R.K., 2019. "Spillover analysis of tourist movements within Europe," Annals of Tourism Research, Elsevier, vol. 79(C).
    4. Giotis Georgios, 2022. "Preliminary Results on the Employment Effect of Tourism. A meta-analysis," Papers 2206.00174, arXiv.org.
    5. Li, Hengyun & Chen, Jason Li & Li, Gang & Goh, Carey, 2016. "Tourism and regional income inequality: Evidence from China," Annals of Tourism Research, Elsevier, vol. 58(C), pages 81-99.
    6. Marly Valenti Patandianan & Hiroyuki Shibusawa, 2020. "Evaluating the spatial spillover effects of tourism demand in Shizuoka Prefecture, Japan: an inter-regional input–output model," Asia-Pacific Journal of Regional Science, Springer, vol. 4(1), pages 73-90, February.
    7. Jianjun Liu & Haili Pan & Shiyong Zheng, 2019. "Tourism Development, Environment and Policies: Differences between Domestic and International Tourists," Sustainability, MDPI, vol. 11(5), pages 1-15, March.
    8. Rui Zhang & Yuqin Sun & Jiecao Jiang, 2023. "Factors Influencing the Spatial Spillovers of the Interprovincial Tourism Economy Based on Three-dimensional Distance: Evidence From China," SAGE Open, , vol. 13(3), pages 21582440231, August.
    9. Zdravko Sergo, 2019. "Inter-Generational Employment Spillovers From Tourism Across The Eu," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 28(1), pages 97-125, june.
    10. Tomoru Hiramatsu, 2018. "Unequal regional impacts of high speed rail on the tourism industry: a simulation analysis of the effects of Kyushu Shinkansen," Transportation, Springer, vol. 45(2), pages 677-701, March.
    11. Ziyu Jia & Yan Jiao & Wei Zhang & Zheng Chen, 2022. "Rural Tourism Competitiveness and Development Mode, a Case Study from Chinese Township Scale Using Integrated Multi-Source Data," Sustainability, MDPI, vol. 14(7), pages 1-17, March.
    12. Silke J. Forbes & Renáta Kosová, 2023. "Does Competition Benefit Complements? Evidence from Airlines and Hotels," Management Science, INFORMS, vol. 69(8), pages 4733-4752, August.
    13. Nicola Camatti & Luca Salmasi & Jan van der Borg, "undated". "Tourism and economic growth: an application to coastal regions in the Mediterranean area," Working Papers 2021:16, Department of Economics, University of Venice "Ca' Foscari".
    14. Castillo, Victoria & Figal Garone, Lucas & Maffioli, Alessandro & Salazar, Lina, 2017. "The causal effects of regional industrial policies on employment: A synthetic control approach," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 25-41.
    15. Marly Valenti Patandianan & Hiroyuki Shibusawa, 2020. "Impacts of disaster on the inbound tourism economy in Kyushu, Japan: a demand side analysis," Asia-Pacific Journal of Regional Science, Springer, vol. 4(3), pages 759-793, October.

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