IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v11y2021i2p21582440211005752.html
   My bibliography  Save this article

Analyzing Destination Accessibility From the Perspective of Efficiency Among Tourism Origin Countries

Author

Listed:
  • Huang-Ping Yen
  • Po-Chi Chen
  • Kung-Cheng Ho

Abstract

The degree of accessibility significantly influences regional tourism flow and the performance of the global tourism industry. However, the tourism industry itself comprises many sectors, and accessibility measurements may not comprehensively incorporate the simultaneous accessibility of corresponding destinations. Moreover, perspectives are still lacking in the analysis of tourism origin countries. Therefore, this study provides a new approach based on network data envelopment analysis and social network analysis to identify potential opportunities among origin countries for accessibility to a given tourism destination. This study focuses on Taiwan as a tourism destination and measures the efficiency of 32 of its acknowledged tourism origin countries. The main finding is that the involvement of tourism intermediaries (such as tour operators and travel agents) is a key factor influencing most tourism origin countries’ performance. However, tourists make the largest contribution to shared output (i.e., tourism expenditures) for most tourism origin countries. Given the expanding knowledge of tourism management, understanding the accessibility of a destination can help destination managers and governments identify tourism opportunities and execute appropriate strategies.

Suggested Citation

  • Huang-Ping Yen & Po-Chi Chen & Kung-Cheng Ho, 2021. "Analyzing Destination Accessibility From the Perspective of Efficiency Among Tourism Origin Countries," SAGE Open, , vol. 11(2), pages 21582440211, April.
  • Handle: RePEc:sae:sagope:v:11:y:2021:i:2:p:21582440211005752
    DOI: 10.1177/21582440211005752
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440211005752
    Download Restriction: no

    File URL: https://libkey.io/10.1177/21582440211005752?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
    ---><---

    References listed on IDEAS

    as
    1. Maria Francesca Cracolici & Peter Nijkamp & Piet Rietveld, 2008. "Assessment of Tourism Competitiveness by Analysing Destination Efficiency," Tourism Economics, , vol. 14(2), pages 325-342, June.
    2. 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.
    3. Wei Wei & Zulqarnain Mushtaq & Amir Ikram & Muhammad Faisal & Zhang Wan-Li & Muhammad Irshad Ahmad, 2020. "Estimating the Economic Viability of Cotton Growers in Punjab Province, Pakistan," SAGE Open, , vol. 10(2), pages 21582440209, May.
    4. Marrocu, Emanuela & Paci, Raffaele, 2013. "Different tourists to different destinations. Evidence from spatial interaction models," Tourism Management, Elsevier, vol. 39(C), pages 71-83.
    5. Chung, Jin Young & Whang, Taehee, 2011. "The impact of low cost carriers on Korean Island tourism," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1335-1340.
    6. Sharon Hadad & Yossi Hadad & Miki Malul & Mosi Rosenboim, 2012. "The Economic Efficiency of the Tourism Industry: A Global Comparison," Tourism Economics, , vol. 18(5), pages 931-940, October.
    7. Assaf, A. George & Barros, Carlos Pestana & Dieke, Peter U.C., 2011. "Portuguese tour operators: A fight for survival," Journal of Air Transport Management, Elsevier, vol. 17(3), pages 155-157.
    8. Wade Cook & Moez Hababou & Hans Tuenter, 2000. "Multicomponent Efficiency Measurement and Shared Inputs in Data Envelopment Analysis: An Application to Sales and Service Performance in Bank Branches," Journal of Productivity Analysis, Springer, vol. 14(3), pages 209-224, November.
    9. Chun-An Chen & Hsien-Li Lee, 2012. "Developing Taiwan into the Tourist Transport Centre of East Asia," Tourism Economics, , vol. 18(6), pages 1401-1411, December.
    10. George Assaf, A., 2012. "Benchmarking the Asia Pacific tourism industry: A Bayesian combination of DEA and stochastic frontier," Tourism Management, Elsevier, vol. 33(5), pages 1122-1127.
    11. Yu, Ming-Miin & Fan, Chih-Ku, 2009. "Measuring the performance of multimode bus transit: A mixed structure network DEA model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(3), pages 501-515, May.
    12. Bieger, Thomas & Wittmer, Andreas, 2006. "Air transport and tourism—Perspectives and challenges for destinations, airlines and governments," Journal of Air Transport Management, Elsevier, vol. 12(1), pages 40-46.
    13. Ioannis Chatziantoniou & Stavros Degiannakis & Bruno Eeckels & George Filis, 2016. "Forecasting tourist arrivals using origin country macroeconomics," Applied Economics, Taylor & Francis Journals, vol. 48(27), pages 2571-2585, June.
    14. Alain Dupeyras & Neil MacCallum, 2013. "Indicators for Measuring Competitiveness in Tourism: A Guidance Document," OECD Tourism Papers 2013/2, OECD Publishing.
    15. Huang, Chin-wei, 2018. "Assessing the performance of tourism supply chains by using the hybrid network data envelopment analysis model," Tourism Management, Elsevier, vol. 65(C), pages 303-316.
    16. Marrocu, Emanuela & Paci, Raffaele & Zara, Andrea, 2015. "Micro-economic determinants of tourist expenditure: A quantile regression approach," Tourism Management, Elsevier, vol. 50(C), pages 13-30.
    17. Harold Fried & Shelton Schmidt & Suthathip Yaisawarng, 1999. "Incorporating the Operating Environment Into a Nonparametric Measure of Technical Efficiency," Journal of Productivity Analysis, Springer, vol. 12(3), pages 249-267, November.
    18. Marrocu, Emanuela & Paci, Raffaele, 2011. "They arrive with new information. Tourism flows and production efficiency in the European regions," Tourism Management, Elsevier, vol. 32(4), pages 750-758.
    19. Sonia Aviles-Sacoto & Wade D Cook & Raha Imanirad & Joe Zhu, 2015. "Two-stage network DEA: when intermediate measures can be treated as outputs from the second stage," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 66(11), pages 1868-1877, November.
    20. Raha Imanirad & Wade D. Cook & Joe Zhu, 2013. "Partial input to output impacts in DEA: Production considerations and resource sharing among business subunits," Naval Research Logistics (NRL), John Wiley & Sons, vol. 60(3), pages 190-207, April.
    21. Romero, Isidoro & Tejada, Pilar, 2011. "A multi-level approach to the study of production chains in the tourism sector," Tourism Management, Elsevier, vol. 32(2), pages 297-306.
    22. Chen, Kun & Zhu, Joe, 2020. "Additive slacks-based measure: Computational strategy and extension to network DEA," Omega, Elsevier, vol. 91(C).
    23. Chi, Junwook, 2014. "A cointegration analysis of bilateral air travel flows: The case of international travel to and from the United States," Journal of Air Transport Management, Elsevier, vol. 39(C), pages 41-47.
    24. Aleix Calveras & Francina Orfila, 2014. "Intermediaries and Quality Uncertainty: Evidence from the Hotel Industry," Tourism Economics, , vol. 20(4), pages 727-756, August.
    25. Ouyang, Wendi & Yang, Jian-bo, 2020. "The network energy and environment efficiency analysis of 27 OECD countries: A multiplicative network DEA model," Energy, Elsevier, vol. 197(C).
    26. Hwai-Shuh Shieh & Jin-Li Hu & Yong-Ze Ang, 2020. "Efficiency of Life Insurance Companies: An Empirical Study in Mainland China and Taiwan," SAGE Open, , vol. 10(1), pages 21582440209, February.
    27. Wanke, Peter & Abul Kalam Azad, Md & Emrouznejad, Ali & Antunes, Jorge, 2019. "A dynamic network DEA model for accounting and financial indicators: A case of efficiency in MENA banking," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 52-68.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Csaba Sidor & Branislav Kršák & Ľubomír Štrba, 2023. "Basic Input Data for Audiences’ Geotargeting by Destinations’ Partial Accessibility: Notes from Slovakia," Data, MDPI, vol. 8(2), pages 1-19, January.

    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. Boris Radovanov & Branislav Dudic & Michal Gregus & Aleksandra Marcikic Horvat & Vincent Karovic, 2020. "Using a Two-Stage DEA Model to Measure Tourism Potentials of EU Countries and Western Balkan Countries: An Approach to Sustainable Development," Sustainability, MDPI, vol. 12(12), pages 1-12, June.
    2. Chen, Chih Cheng, 2017. "Measuring departmental and overall regional performance: applying the multi-activity DEA model to Taiwan׳s cities/counties," Omega, Elsevier, vol. 67(C), pages 60-80.
    3. Kao, Chiang, 2014. "Network data envelopment analysis: A review," European Journal of Operational Research, Elsevier, vol. 239(1), pages 1-16.
    4. Wu, Chuntao & Jiang, Qiuyue & Yang, Hangjun, 2018. "Changes in cross-strait aviation policies and their impact on tourism flows since 2009," Transport Policy, Elsevier, vol. 63(C), pages 61-72.
    5. AGRELL, Per & HATAMI-MARBINI, Adel, 2011. "Frontier-based performance analysis models for supply chain management; state of the art and research directions," LIDAM Discussion Papers CORE 2011069, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    6. Khezrimotlagh, Dariush & Kaffash, Sepideh & Zhu, Joe, 2022. "U.S. airline mergers’ performance and productivity change," Journal of Air Transport Management, Elsevier, vol. 102(C).
    7. , Aisdl, 2020. "Employing Value Chain Theory To Address COVID-19 Outbreak In Tourism Management: A Resilience and Stakeholder View," OSF Preprints tmzvf, Center for Open Science.
    8. Albalate, Daniel & Fageda, Xavier, 2016. "High speed rail and tourism: Empirical evidence from Spain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 174-185.
    9. Yu, Ming-Miin, 2010. "Assessment of airport performance using the SBM-NDEA model," Omega, Elsevier, vol. 38(6), pages 440-452, December.
    10. Førsund, Finn R., 2013. "Measuring Efficiency and Effectiveness in the Public Sector," Memorandum 16/2013, Oslo University, Department of Economics.
    11. Álvarez-Albelo, Carmen D. & Hernández-Martín, Raúl & Padrón-Fumero, Noemi, 2017. "Air passenger duties as strategic tourism taxation," Tourism Management, Elsevier, vol. 60(C), pages 442-453.
    12. Hsu, Chia-Jui & Yen, Jin-Ru & Chang, Yu-Chun & Woon, Hui Kee, 2016. "How do the services of low cost carriers affect passengers' behavioral intentions to revisit a destination?," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 111-116.
    13. à lvarez-Albelo, Carmen D. & Hernández-Martín, Raúl & Padrón-Fumero, Noemi, 2020. "The effects on tourism of airfare subsidies for residents: The key role of packaging strategies," Journal of Air Transport Management, Elsevier, vol. 84(C).
    14. Dobruszkes, Frédéric & Mondou, Véronique & Ghedira, Aymen, 2016. "Assessing the impacts of aviation liberalisation on tourism: Some methodological considerations derived from the Moroccan and Tunisian cases," Journal of Transport Geography, Elsevier, vol. 50(C), pages 115-127.
    15. A Fronzetti Colladon & B Guardabascio & R Innarella, 2021. "Using social network and semantic analysis to analyze online travel forums and forecast tourism demand," Papers 2105.07727, arXiv.org.
    16. Cao, Ting & Cook, Wade D. & Kristal, M. Murat, 2022. "Has the technological investment been worth it? Assessing the aggregate efficiency of non-homogeneous bank holding companies in the digital age," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    17. Sheng-Hsiung Chiu & Tzu-Yu Lin & Wei-Ching Wang, 2024. "Investigating the spatial effect of operational performance in China’s regional tourism system," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    18. Tavares, Rafael Santos & Angulo-Meza, Lidia & Sant'Anna, Annibal Parracho, 2021. "A proposed multistage evaluation approach for Higher Education Institutions based on network Data envelopment analysis: A Brazilian experience," Evaluation and Program Planning, Elsevier, vol. 89(C).
    19. Avilés-Sacoto, Sonia Valeria & Cook, Wade D. & Güemes-Castorena, David & Zhu, Joe, 2020. "Modelling Efficiency in Regional Innovation Systems: A Two-Stage Data Envelopment Analysis Problem with Shared Outputs within Groups of Decision-Making Units," European Journal of Operational Research, Elsevier, vol. 287(2), pages 572-582.
    20. Gallardo-Vázquez Dolores & Hernández-Ponce Oscar Ernesto & Valdez-Juárez Luis Enrique, 2019. "Impact factors for the development of a competitive and sustainable tourist destination. Case: Southern Sonora Region," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 9(2), pages 3-14, December.

    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:sae:sagope:v:11:y:2021:i:2:p:21582440211005752. 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: SAGE Publications (email available below). General contact details of provider: .

    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.