IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v95y2024ics0038012124001587.html
   My bibliography  Save this article

Integrating multiple data sources to measure sustainable tourism in Italian regions

Author

Listed:
  • Antolini, Fabrizio
  • Terraglia, Ivan
  • Cesarini, Samuele

Abstract

Sustainability is increasingly assuming a central role in both the economy and society. The anthropogenic pressure generated by the actions of various entities within the system must be measured across all economic sectors. Tourism, precisely because it constitutes a driver of economic development and growth for regions, cannot overlook the sustainability of tourist destinations. However, information on sustainable tourism is often fragmented and originates from diverse sources due to challenges in defining its contents. The analysis aims to develop a methodological framework for selecting indicators in the context of sustainable tourism in Italian regions, distinguishing them based on economic, social, and environmental sustainability dimensions. Additionally, the objectives include integrating these indicators and creating an integrated information dashboard to enhance data visualization, facilitating an efficient and comparative assessment of performance across diverse territories.

Suggested Citation

  • Antolini, Fabrizio & Terraglia, Ivan & Cesarini, Samuele, 2024. "Integrating multiple data sources to measure sustainable tourism in Italian regions," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
    • Handle: RePEc:eee:soceps:v:95:y:2024:i:c:s0038012124001587
    DOI: 10.1016/j.seps.2024.101959
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012124001587
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2024.101959?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. F. Antolini & L. Grassini, 2019. "Foreign arrivals nowcasting in Italy with Google Trends data," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(5), pages 2385-2401, September.
    2. José-Luis Alfaro Navarro & María-Encarnación Andrés Martínez & Juan-Antonio Mondéjar Jiménez, 2020. "An approach to measuring sustainable tourism at the local level in Europe," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(4), pages 423-437, February.
    3. Hanlin Xiao & Jie Cheng & Yunfan Lyu & Yuqing Ma & Dongxu Sun & Qian Wu, 2023. "Data Visualization on Tourism," Springer Books, in: Yok Yen Nguwi (ed.), Tourism Analytics Before and After COVID-19, pages 183-198, Springer.
    4. Castellani, V. & Sala, S., 2010. "Sustainable performance index for tourism policy development," Tourism Management, Elsevier, vol. 31(6), pages 871-880.
    5. Peer Jeelani & Shamim Ahmad Shah & Sajad Nabi Dar & Huma Rashid, 2023. "Sustainability constructs of mountain tourism development: the evaluation of stakeholders’ perception using SUS-TAS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 8299-8317, August.
    6. Patrizia Modica & Alessandro Capocchi & Ilaria Foroni & Mariangela Zenga, 2018. "An Assessment of the Implementation of the European Tourism Indicator System for Sustainable Destinations in Italy," Sustainability, MDPI, vol. 10(9), pages 1-21, September.
    7. Pasquale De Muro & Matteo Mazziotta & Adriano Pareto, 2011. "Composite Indices of Development and Poverty: An Application to MDGs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(1), pages 1-18, October.
    8. Yang Yang, 2022. "Spatial Analytics and Data Visualization," Springer Books, in: Zheng Xiang & Matthias Fuchs & Ulrike Gretzel & Wolfram Höpken (ed.), Handbook of e-Tourism, chapter 25, pages 595-616, Springer.
    9. Biagi, Bianca & Brandano, Maria Giovanna & Ortega-Argiles, Raquel, 2021. "Smart specialisation and tourism: Understanding the priority choices in EU regions," Socio-Economic Planning Sciences, Elsevier, vol. 74(C).
    10. Saisana, Michaela & d'Hombres, Béatrice & Saltelli, Andrea, 2011. "Rickety numbers: Volatility of university rankings and policy implications," Research Policy, Elsevier, vol. 40(1), pages 165-177, February.
    11. Giuseppe Munda, 2008. "Social Multi-Criteria Evaluation for a Sustainable Economy," Springer Books, Springer, number 978-3-540-73703-2, March.
    12. Begüm Aydın & Maria D. Alvarez, 2020. "Understanding the Tourists’ Perspective of Sustainability in Cultural Tourist Destinations," Sustainability, MDPI, vol. 12(21), pages 1-17, October.
    13. Fattore, Marco & Alaimo, Leonardo Salvatore, 2023. "A partial order toolbox for building synthetic indicators of sustainability with ordinal data," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    14. Fabrizio Antolini & Laura Grassini, 2020. "Methodological problems in the economic measurement of tourism: the need for new sources of information," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(5), pages 1769-1780, December.
    15. Wolfram Höpken & Matthias Fuchs, 2022. "Business Intelligence in Tourism," Springer Books, in: Zheng Xiang & Matthias Fuchs & Ulrike Gretzel & Wolfram Höpken (ed.), Handbook of e-Tourism, chapter 21, pages 497-527, Springer.
    16. Dalia Streimikiene & Biruta Svagzdiene & Edmundas Jasinskas & Arturas Simanavicius, 2021. "Sustainable tourism development and competitiveness: The systematic literature review," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 259-271, January.
    17. Marta Sabou & Irem Onder & Adrian M. P. Brasoveanu & Arno Scharl, 2016. "Towards cross-domain data analytics in tourism: a linked data based approach," Information Technology & Tourism, Springer, vol. 16(1), pages 71-101, March.
    18. Gennaro Punzo & Mariapina Trunfio & Rosalia Castellano & Mirko Buonocore, 2022. "A Multi-modelling Approach for Assessing Sustainable Tourism," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(3), pages 1399-1443, October.
    19. Deery, Margaret & Jago, Leo & Fredline, Liz, 2012. "Rethinking social impacts of tourism research: A new research agenda," Tourism Management, Elsevier, vol. 33(1), pages 64-73.
    20. M. Saisana & A. Saltelli & S. Tarantola, 2005. "Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(2), pages 307-323, March.
    21. Stefaniec, Agnieszka & Hosseini, Keyvan & Assani, Saeed & Hosseini, Seyed Maziar & Li, Yongjun, 2021. "Social sustainability of regional transportation: An assessment framework with application to EU road transport," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    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. Vincent Van Roy & Daniel Nepelski, 2016. "Assessment of Framework Conditions for the Creation and Growth of Firms in Europe," JRC Research Reports JRC103350, Joint Research Centre.
    2. Paolo Paruolo & Michaela Saisana & Andrea Saltelli, 2013. "Ratings and rankings: voodoo or science?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(3), pages 609-634, June.
    3. Marco Marozzi & Mario Bolzan, 2018. "An Index of Household Accessibility to Basic Services: A Study of Italian Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(3), pages 1237-1250, April.
    4. Greco, Salvatore & Ishizaka, Alessio & Tasiou, Menelaos & Torrisi, Gianpiero, 2019. "Sigma-Mu efficiency analysis: A methodology for evaluating units through composite indicators," European Journal of Operational Research, Elsevier, vol. 278(3), pages 942-960.
    5. Ruiz, Francisco & El Gibari, Samira & Cabello, José M. & Gómez, Trinidad, 2020. "MRP-WSCI: Multiple reference point based weak and strong composite indicators," Omega, Elsevier, vol. 95(C).
    6. Marozzi Marco & Chowdhury Shovan, 2020. "An index of teaching performance based on students’ feedback," Monte Carlo Methods and Applications, De Gruyter, vol. 26(2), pages 83-91, June.
    7. Ievoli, Riccardo & Vinciguerra, Rosa & Bruno, Adriana, 2024. "Investigating water sustainability towards indicators: An empirical illustration using country-level data," Socio-Economic Planning Sciences, Elsevier, vol. 96(C).
    8. Carlo Drago, 2021. "The Analysis and the Measurement of Poverty: An Interval-Based Composite Indicator Approach," Economies, MDPI, vol. 9(4), pages 1-17, October.
    9. Chao Shi & Kenneth C. Land, 2021. "The Data Envelopment Analysis and Equal Weights/Minimax Methods of Composite Social Indicator Construction: a Methodological Study of Data Sensitivity and Robustness," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(4), pages 1689-1716, August.
    10. Michela Gnaldi & M. Giovanna Ranalli, 2016. "Measuring University Performance by Means of Composite Indicators: A Robustness Analysis of the Composite Measure Used for the Benchmark of Italian Universities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 659-675, November.
    11. Athanassoglou, Stergios, 2013. "Multidimensional welfare rankings," MPRA Paper 51642, University Library of Munich, Germany.
    12. Enrico Ivaldi & Paolo Parra Saiani & Juan José Primosich & Carolina Bruzzi, 2020. "Health and Deprivation: A New Approach Applied to 32 Argentinian Urban Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 155-179, August.
    13. Luzzati, T. & Gucciardi, G., 2015. "A non-simplistic approach to composite indicators and rankings: an illustration by comparing the sustainability of the EU Countries," Ecological Economics, Elsevier, vol. 113(C), pages 25-38.
    14. Susanna Traversa & Enrico Ivaldi & Alessia Forciniti, 2024. "The European Union and Material Deprivation: Measuring the Evolution of Inequalities over the 2000s," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
    15. Marta Kuc-Czarnecka & Samuele Lo Piano & Andrea Saltelli, 2020. "Quantitative Storytelling in the Making of a Composite Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 775-802, June.
    16. Stergios Athanassoglou, 2015. "Multidimensional welfare rankings under weight imprecision: a social choice perspective," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 44(4), pages 719-744, April.
    17. Aleksandra Maksimovska & Aleksandar Stojkov, 2019. "Composite Indicator of Social Responsiveness of Local Governments: An Empirical Mapping of the Networked Community Governance Paradigm," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(2), pages 669-706, July.
    18. Rosalia Castellano & Antonella Rocca, 2017. "The dynamic of the gender gap in the European labour market in the years of economic crisis," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(3), pages 1337-1357, May.
    19. Tommaso Luzzati & Bruno Cheli & Gianluca Gucciardi, 2017. "Communicating the uncertainty of synthetic indicators: a reassessment of the HDI ranking," Discussion Papers 2017/228, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    20. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.

    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:eee:soceps:v:95:y:2024:i:c:s0038012124001587. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/seps .

    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.