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Differences in Tourist Behaviors across the Seasons: The Case of Northern Indiana

Author

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  • Yeongbae Choe

    (Department of Integrated Resort and Tourism Management, University of Macau, Macao SAR, China)

  • Hany Kim

    (Department of Tourism and Convention, Pusan National University, Busan 46241, Korea)

  • Hyo-Jae Joun

    (Korea Culture & Tourism Institute, Seoul 07511, Korea)

Abstract

Seasonality is an essential factor influencing tourism demand and traveler behavior at the destination. As such, seasonality (i.e., the influx of tourists) needs to be managed by destination marketing organizations. Most tourism studies have focused mainly on the forecasting methods/metrics and the effect of seasonality at the aggregate level rather than understanding seasonal differences in the nature of the traveler and travel experience. The purpose of this study is to understand seasonality at both the aggregate market level and individual traveler level. As such, this study first utilizes the concept of the gravity model to understand seasonality in the number of inquiries through an official website. This study, then, uses seemingly unrelated regressions to estimate simultaneously the effect of various trip-related factors on overall trip expenditures and the length of the trip. The results show that the impact of seasonality on aggregated demand is surprisingly consistent across the seasons; however, individual-level analyses indicate that traveler behavior and travelers’ responses to advertising differ significantly across seasons. Thus, destination marketers need to understand the nature of seasonality of their specific markets more accurately to provide appropriate tourism products/services to their current and potential travelers.

Suggested Citation

  • Yeongbae Choe & Hany Kim & Hyo-Jae Joun, 2019. "Differences in Tourist Behaviors across the Seasons: The Case of Northern Indiana," Sustainability, MDPI, vol. 11(16), pages 1-16, August.
    • Handle: RePEc:gam:jsusta:v:11:y:2019:i:16:p:4351-:d:256888
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    References listed on IDEAS

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    1. Fernández-Morales, Antonio & Cisneros-Martínez, José David & McCabe, Scott, 2016. "Seasonal concentration of tourism demand: Decomposition analysis and marketing implications," Tourism Management, Elsevier, vol. 56(C), pages 172-190.
    2. Judith Turrión-Prats & Juan Antonio Duro, 2017. "Tourist seasonality in Catalonia," Tourism Economics, , vol. 23(4), pages 846-853, June.
    3. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    4. Connell, Joanne & Page, Stephen J. & Meyer, Denny, 2015. "Visitor attractions and events: Responding to seasonality," Tourism Management, Elsevier, vol. 46(C), pages 283-298.
    5. Lo Magno, Giovanni L. & Ferrante, Mauro & De Cantis, Stefano, 2017. "A new index for measuring seasonality: A transportation cost approach," Mathematical Social Sciences, Elsevier, vol. 88(C), pages 55-65.
    6. Pike, Steven & Page, Stephen J., 2014. "Destination Marketing Organizations and destination marketing: A narrative analysis of the literature," Tourism Management, Elsevier, vol. 41(C), pages 202-227.
    7. Duro, Juan Antonio, 2016. "Seasonality of hotel demand in the main Spanish provinces: Measurements and decomposition exercises," Tourism Management, Elsevier, vol. 52(C), pages 52-63.
    8. Christer Thrane, 2015. "On the Relationship between Length of Stay and Total Trip Expenditures: A Case Study of Instrumental Variable (IV) Regression Analysis," Tourism Economics, , vol. 21(2), pages 357-367, April.
    9. Javier Capó Parrilla & Antoni Riera Font & Jaume Rosselló Nadal, 2006. "The Accommodation Determinants of Seasonal Patterns," CRE Working Papers (Documents de treball del CRE) 2006/01, Centre de Recerca Econòmica (UIB ·"Sa Nostra"), revised Feb 2006.
    10. Cecilia Chirieleison & Alessandro Montrone & Luca Scrucca, 2013. "Measuring the Impact of a Profit-Oriented Event on Tourism: The Eurochocolate Festival in Perugia, Italy," Tourism Economics, , vol. 19(6), pages 1411-1428, December.
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    Cited by:

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    2. Dimitrios Tsiotas & Thomas Krabokoukis & Serafeim Polyzos, 2021. "Detecting Tourism Typologies of Regional Destinations Based on Their Spatio-Temporal and Socioeconomic Performance: A Correlation-Based Complex Network Approach for the Case of Greece," Tourism and Hospitality, MDPI, vol. 2(1), pages 1-27, February.
    3. Miguel Angel Ruiz Palacios & Cristiana Pereira Texeira de Oliveira & José Serrano González & Soledad Saénz Flores, 2021. "Analysis of Tourist Systems Predictive Models Applied to Growing Sun and Beach Tourist Destination," Sustainability, MDPI, vol. 13(2), pages 1-24, January.
    4. Ziye Shang & Jian Ming Luo & Anthony Kong, 2022. "Topic Modelling for Ski Resorts: An Analysis of Experience Attributes and Seasonality," Sustainability, MDPI, vol. 14(6), pages 1-15, March.

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