IDEAS home Printed from https://ideas.repec.org/p/bzn/wpaper/bemps22.html
   My bibliography  Save this paper

Tourism statistics: correcting data inadequacy using coarsened exact matching

Author

Listed:
  • Patricio Aroca

    (Business School, Universidad Adolfo Ibáñez, Viña del Mar, Chile.)

  • Juan Gabriel Brida

    (School of Economics and Management - Free University of Bolzano, Italy.)

  • Juan Sebastián Pereyra

    (School of Economics and Management - Free University of Bolzano, Italy.)

  • Serena Volo

    (School of Economics and Management - Free University of Bolzano, Italy.)

Abstract

Tourism statistics are key sources of information for economic planners, tourism researchers and operators. Still, several cases of data inadequacy and inaccuracy are reported in literature. The aim of this paper is to describe Coarsened Exact Matching, a methodology useful to improve tourism statistics. This method provides tourism statisticians and authorities with a tool to improve the reliability of available sample surveys. Data from a Chilean region are used to illustrate the method. This study contributes to the realm of tourism statistics literature in that it offers a new methodological approach to the creation of accurate and adequate tourism data.

Suggested Citation

  • Patricio Aroca & Juan Gabriel Brida & Juan Sebastián Pereyra & Serena Volo, 2014. "Tourism statistics: correcting data inadequacy using coarsened exact matching," BEMPS - Bozen Economics & Management Paper Series BEMPS22, Faculty of Economics and Management at the Free University of Bozen.
  • Handle: RePEc:bzn:wpaper:bemps22
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/full/10.5367/te.2015.0500
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    2. Parroco, Anna Maria & Vaccina, Franco & De Cantis, Stefano & Ferrante, Mauro, 2012. "Multi-destination trips and tourism statistics: Empirical evidences in Sicily," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-27.
    3. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    4. Frees,Edward W., 2004. "Longitudinal and Panel Data," Cambridge Books, Cambridge University Press, number 9780521535380, September.
    5. Matthew Blackwell & Stefano Iacus & Gary King & Giuseppe Porro, 2009. "cem: Coarsened exact matching in Stata," Stata Journal, StataCorp LLC, vol. 9(4), pages 524-546, December.
    6. Iacus, Stefano & King, Gary & Porro, Giuseppe, 2009. "cem: Software for Coarsened Exact Matching," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 30(i09).
    7. Frees,Edward W., 2004. "Longitudinal and Panel Data," Cambridge Books, Cambridge University Press, number 9780521828284, September.
    8. Patricio Aroca & Juan Gabriel Brida & Serena Volo, 2013. "Applying Weights to Correct Distortions in a Non-Random Sample: An Application to Chilean Tourism Time Series Data," Tourism Economics, , vol. 19(2), pages 453-472, April.
    Full references (including those not matched with items on IDEAS)

    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. Patricio Aroca & Juan Gabriel Brida & Serena Volo, 2017. "Tourism statistics," Tourism Economics, , vol. 23(1), pages 99-112, February.
    2. Khanna, Rajat, 2023. "Passing the torch of knowledge: Star death, collaborative ties, and knowledge creation," Research Policy, Elsevier, vol. 52(1).
    3. Cerqua, Augusto & Urwin, Peter & Thomson, Dave & Bibby, David, 2020. "Evaluation of education and training impacts for the unemployed: Challenges of new data," Labour Economics, Elsevier, vol. 67(C).
    4. Leduc, Elisabeth & Tojerow, Ilan, 2020. "Subsidizing Domestic Services as a Tool to Fight Unemployment: Effectiveness and Hidden Costs," IZA Discussion Papers 13544, Institute of Labor Economics (IZA).
    5. Lauren Lanahan & Daniel Armanios, 2018. "Does More Certification Always Benefit a Venture?," Organization Science, INFORMS, vol. 29(5), pages 931-947, October.
    6. Sara Pavone & Elena Ragazzi & Lisa Sella, 2015. "Sostenere le imprese agro-industriali in Piemonte: un?analisi controfattuale," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 129-143.
    7. Patrik Gustavsson Tingvall & Josefin Videnord, 2020. "Regional differences in effects of publicly sponsored R&D grants on SME performance," Small Business Economics, Springer, vol. 54(4), pages 951-969, April.
    8. Paige Clayton, 2024. "Different outcomes for different founders? Local organizational sponsorship and entrepreneurial finance," Small Business Economics, Springer, vol. 62(1), pages 23-62, January.
    9. Ubaldi Michele & Picchio Matteo, 2025. "Intergenerational Scars: The Impact of Parental Unemployment on Individual Health Later in Life," German Economic Review, De Gruyter, vol. 26(1), pages 35-70.
    10. Davidson Heath & Giorgo Sertsios, 2022. "Profitability and Financial Leverage: Evidence from a Quasi-Natural Experiment," Management Science, INFORMS, vol. 68(11), pages 8386-8410, November.
    11. Lindgren, Charlie & Li, Yujiao & Rudholm, Niklas, 2020. "Why do firms compete on price comparison websites? The impact on productivity, profits, and wages," HFI Working Papers 14, Institute of Retail Economics (Handelns Forskningsinstitut).
    12. Khanna, Rajat, 2021. "Aftermath of a tragedy: A star's death and coauthors’ subsequent productivity," Research Policy, Elsevier, vol. 50(2).
    13. Lien-Chieh Lee & Yuan Wang & Guozhu Mao & Jian Zuo & Zhibin Wang & Musa J. Sanyang & George Zillante & Yun Sun & Tan Xu, 2021. "Spatial characteristic of environmental protection businesses: a study of A-Share Listed Environmental Companies in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 18598-18617, December.
    14. Capuano, Stella & Hauptmann, Andreas & Schmerer, Hans-Jörg, 2020. "Trade and unions: Does size matter?," Economic Modelling, Elsevier, vol. 84(C), pages 66-75.
    15. de Rassenfosse, Gaétan & Palangkaraya, Alfons & Webster, Elizabeth, 2016. "Why do patents facilitate trade in technology? Testing the disclosure and appropriation effects," Research Policy, Elsevier, vol. 45(7), pages 1326-1336.
    16. Christopher F. Baum & Hans Lööf & Andreas Stephan & Klaus F. Zimmermann, 2024. "Estimating the Wage Premia of Refugee Immigrants: Lessons from Sweden," ILR Review, Cornell University, ILR School, vol. 77(4), pages 562-597, August.
    17. Li Li & Jinjuan Yang & Shaoguo Zhai & Dan Li, 2022. "Determinants of Differences in Health Service Utilization between Older Rural-to-Urban Migrant Workers and Older Rural Residents: Evidence from a Decomposition Approach," IJERPH, MDPI, vol. 19(10), pages 1-16, May.
    18. Avni, Omrit & Guetzkow, Joshua & Hasisi, Badi, 2024. "Bias in prosecutorial decision making: Bridging focal concerns & group threat," Journal of Criminal Justice, Elsevier, vol. 92(C).
    19. Niyazi Taneri & Arnoud De Meyer, 2017. "Contract Theory: Impact on Biopharmaceutical Alliance Structure and Performance," Manufacturing & Service Operations Management, INFORMS, vol. 19(3), pages 453-471, July.
    20. Patrick, Carlianne & Mothorpe, Christopher, 2017. "Demand for new cities: Property value capitalization of municipal incorporation," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 78-89.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:bzn:wpaper:bemps22. 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: F. Marta L. Di Lascio or Alessandro Fedele (email available below). General contact details of provider: https://edirc.repec.org/data/feubzit.html .

    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.