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Spatial Analysis of Sustainability Measures from Agritourism in Iberian Cross-Border Regions

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  • Dora Isabel Rodrigues Ferreira

    (Research Center for Endogenous Resource Valorization, Polytechnic Institute of Portalegre, 7300 Portalegre, Portugal
    Facultad de Empresa, Finanzas y Turismo, Universidad de Extremadura, 10071 Cáceres, Spain)

  • Luís Carlos Loures

    (Research Center for Endogenous Resource Valorization, Polytechnic Institute of Portalegre, 7300 Portalegre, Portugal)

  • José-Manuel Sánchez-Martín

    (Facultad de Empresa, Finanzas y Turismo, Universidad de Extremadura, 10071 Cáceres, Spain)

Abstract

This research aims to evaluate whether agritourism is a sustainable activity, comparing the profiles of accommodation, farmers, and accommodation with agricultural activities. Four specific objectives drive this study: (a) examining the cultural/landscape, economic, environmental, and social indicators of sustainability; (b) comparing indicators of sustainability between groups; (c) revealing whether there is a significant cross-correlation between spatial distribution and its impact on sustainability metrics; (d) discussing the significance of these factors for tourism development policies. The present study uses various techniques to study the degree of equilibrium in the distribution of the accommodation and farms in relation to their sustainable impact. To verify this, we use the global Moran’s I and G (d) tests proposed by Getis and Ord. As well as analyzing local contrasts, LISA (Local Indicators of Spatial Association) and Hot Spot analysis are used for mapping. The main results reveal different profiles of sustainability, highlighting the accommodation profile with the lowest contribution to sustainable development, while profiles where the relationship between agriculture and tourism is most visible seem to perform better. In general, the main results obtained suggest that there is no direct relationship between spatial distribution and sustainability inputs, excluding the potential of endogenous resources, and suggesting the existence of imbalances in the creation of agritourism products.

Suggested Citation

  • Dora Isabel Rodrigues Ferreira & Luís Carlos Loures & José-Manuel Sánchez-Martín, 2023. "Spatial Analysis of Sustainability Measures from Agritourism in Iberian Cross-Border Regions," Land, MDPI, vol. 12(4), pages 1-32, April.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:4:p:826-:d:1115896
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    1. Bogdan-Constantin Ibănescu & Oana Mihaela Stoleriu & Alina Munteanu & Corneliu Iațu, 2018. "The Impact of Tourism on Sustainable Development of Rural Areas: Evidence from Romania," Sustainability, MDPI, vol. 10(10), pages 1-19, October.
    2. Ling-Zhong Lin & Chi-Fang Lu, 2013. "Fuzzy Group Decision-Making in the Measurement of Ecotourism Sustainability Potential," Group Decision and Negotiation, Springer, vol. 22(6), pages 1051-1079, November.
    3. María Cristina Rodríguez Rangel & Marcelino Sánchez Rivero, 2020. "Spatial Imbalance Between Tourist Supply and Demand: The Identification of Spatial Clusters in Extremadura, Spain," Sustainability, MDPI, vol. 12(4), pages 1-20, February.
    4. Sofia Karampela & George Papapanos & Thanasis Kizos, 2019. "Perceptions of Agritourism and Cooperation: Comparisons between an Island and a Mountain Region in Greece," Sustainability, MDPI, vol. 11(3), pages 1-18, January.
    5. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    6. Martina Aronica & Maria Francesca Cracolici & Debora Insolda & Davide Piacentino & Salvatore Tosi, 2021. "The Diversification of Sicilian Farms: A Way to Sustainable Rural Development," Sustainability, MDPI, vol. 13(11), pages 1-10, May.
    7. Nora J. Mitchell & Brenda Barrett, 2015. "Heritage Values and Agricultural Landscapes: Towards a New Synthesis," Landscape Research, Taylor & Francis Journals, vol. 40(6), pages 701-716, August.
    8. Schmidt, Claudia & Tian, Zheng & Goetz, Stephan J. & Chase, Lisa, 2022. "Drivers of Agritourism and Direct Sales Clusters in the United States," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322207, Agricultural and Applied Economics Association.
    9. Katia Laura Sidali & Anna Spitaler & Günter Schamel, 2019. "Agritourism: A Hedonic Approach of Quality Tourism Indicators in South Tyrol," Sustainability, MDPI, vol. 11(13), pages 1-9, July.
    10. Ching-Cheng Shen & Yen-Rung Chang & Der-Jen Liu, 2020. "Rural Tourism and Environmental Sustainability—A Study on a Model for Assessing the Developmental Potential of Organic Agritourism," Sustainability, MDPI, vol. 12(22), pages 1-16, November.
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