IDEAS home Printed from https://ideas.repec.org/a/vrs/ecothe/v56y2018i4p503-517n5.html
   My bibliography  Save this article

Discriminant Analysis - Useful Tool for Predicting Demand in Serbian Motels

Author

Listed:
  • Pavić Lazar

    (Economics Institute, Belgrade, PhD student, Faculty of Sciences, University of Novi Sad, Serbia)

  • Veljković Božidar

    (Alma Mater Europaea – European center, Maribor, Slovenia)

  • Sešel Bojan

    (Higher professional school, Celje, Slovenia)

Abstract

In this paper, a discriminant analysis, as useful tool to predict potential demand in Serbian motels, is presented. Through the presented literature review, it was determined that there is not a large number of surveys dealing with the needs and demand of transit tourists. Despite that, transit tourism is one of the priority forms of tourism for the Republic of Serbia in accordance with the established Tourism Development Strategy for the Republic of Serbia for the current period. Questionnaire survey as the main method for data collection is used. According to the results, 14 dimensions of potential guests’ expectations are extracted. The results of discriminant function analysis (DFA) present the impact of potential motel guests’ expectations on the main reason for travelling, while the results of canonical varieties analysis (CVA) present the impact of potential motel guests’ expectations on preferred services in Serbian motels.

Suggested Citation

  • Pavić Lazar & Veljković Božidar & Sešel Bojan, 2018. "Discriminant Analysis - Useful Tool for Predicting Demand in Serbian Motels," Economic Themes, Sciendo, vol. 56(4), pages 503-517, December.
  • Handle: RePEc:vrs:ecothe:v:56:y:2018:i:4:p:503-517:n:5
    DOI: 10.2478/ethemes-2018-0029
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/ethemes-2018-0029
    Download Restriction: no

    File URL: https://libkey.io/10.2478/ethemes-2018-0029?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. Meng, Juan (Gloria) & Elliott, Kevin M., 2008. "Predictors of relationship quality for luxury restaurants," Journal of Retailing and Consumer Services, Elsevier, vol. 15(6), pages 509-515.
    2. Michael J. Mazzeo, 2004. "Retail Contracting and Organizational Form: Alternatives to Chain Affiliation in the Motel Industry," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(4), pages 599-615, December.
    3. De Cantis, Stefano & Parroco, Anna Maria & Ferrante, Mauro & Vaccina, Franco, 2015. "Unobserved tourism," Annals of Tourism Research, Elsevier, vol. 50(C), pages 1-18.
    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. 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.
    2. Ahlin, Christian & Kim, In Kyung & Kim, Kyoo il, 2021. "Who commits fraud? evidence from korean gas stations," International Journal of Industrial Organization, Elsevier, vol. 76(C).
    3. Isabelle Brun & Lova Rajaobelina & Line Ricard & Annick Fortin, 2017. "Impact of website characteristics on relationship quality: a comparison of banks financial cooperatives," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 22(4), pages 141-149, December.
    4. Kincses, Áron & Tóth, Géza & Tömöri, Mihály & Michalkó, Gábor, 2017. "Characteristics of transit tourism in Hungary with a focus on expenditure," MPRA Paper 76854, University Library of Munich, Germany.
    5. Francine Lafontaine & Marek Zapletal & Xu Zhang, 2019. "Brighter prospects? Assessing the franchise advantage using census data," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(2), pages 175-197, April.
    6. Lujun Su & Yinghua Huang, 2018. "How does Perceived Destination Social Responsibility Impact Revisit Intentions: The Mediating Roles of Destination Preference and Relationship Quality," Sustainability, MDPI, vol. 11(1), pages 1-22, December.
    7. Amer Rajput & Raja Zohaib Gahfoor, 2020. "Satisfaction and revisit intentions at fast food restaurants," Future Business Journal, Springer, vol. 6(1), pages 1-12, December.
    8. Brian Wu & Anne Marie Knott, 2006. "Entrepreneurial Risk and Market Entry," Management Science, INFORMS, vol. 52(9), pages 1315-1330, September.
    9. Fan Cheong & Rob Law, 2022. "Will Macau’s Restaurants Survive or Thrive after Entering the O2O Food Delivery Platform in the COVID-19 Pandemic?," IJERPH, MDPI, vol. 19(9), pages 1-19, April.
    10. Nameghi, Ehsaneh N.M. & Ariffin, Ahmad Azmi M., 2013. "The measurement scale for airline hospitality: Cabin crew's performance perspective," Journal of Air Transport Management, Elsevier, vol. 30(C), pages 1-9.
    11. Arturs Kalnins, 2017. "Pricing Variation Within Dual-Distribution Chains: The Different Implications of Externalities and Signaling for High- and Low-Quality Brands," Management Science, INFORMS, vol. 63(1), pages 139-152, January.
    12. Sirieix, Lucie & Remaud, Hervé & Lockshin, Larry & Thach, Liz & Lease, Terry, 2011. "Determinants of restaurant's owners/managers selection of wines to be offered on the wine list," Journal of Retailing and Consumer Services, Elsevier, vol. 18(6), pages 500-508.
    13. Muriel Fadairo & Cintya Lanchimba Lopez, 2012. "Performance in distribution systems : What is the influence of the upstream firm’s organizational choices ?," Working Papers 1224, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    14. Slak Valek, Nataša, 2015. "Tourism expenditure according to mode of transportation: A comparative study between 2009 and 2012," MPRA Paper 77406, University Library of Munich, Germany, revised 07 Oct 2015.
    15. Limin Fang, 2022. "The Effects of Online Review Platforms on Restaurant Revenue, Consumer Learning, and Welfare," Management Science, INFORMS, vol. 68(11), pages 8116-8143, November.
    16. Su, Lujun & Swanson, Scott R. & Chen, Xiaohong, 2016. "The effects of perceived service quality on repurchase intentions and subjective well-being of Chinese tourists: The mediating role of relationship quality," Tourism Management, Elsevier, vol. 52(C), pages 82-95.
    17. Roest, Henk & Rindfleisch, Aric, 2010. "The influence of quality cues and typicality cues on restaurant purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 17(1), pages 10-18.
    18. Aleix Calveras & Francina Orfila, 2014. "Intermediaries and Quality Uncertainty: Evidence from the Hotel Industry," Tourism Economics, , vol. 20(4), pages 727-756, August.
    19. Roger Bate & Ginger Zhe Jin & Aparna Mathur, 2012. "Counterfeit or Substandard? Assessing Price and Non-Price Signals of Drug Quality," NBER Working Papers 18073, National Bureau of Economic Research, Inc.
    20. Japutra, Arnold & Molinillo, Sebastian & Wang, Shasha, 2018. "Aesthetic or self-expressiveness? Linking brand logo benefits, brand stereotypes and relationship quality," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 191-200.

    More about this item

    Keywords

    Discriminant Analysis; motel; guests’ expectations dimensions; Serbia; hospitality management; transit tourism;
    All these keywords.

    JEL classification:

    • Z31 - Other Special Topics - - Tourism Economics - - - Industry Studies

    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:vrs:ecothe:v:56:y:2018:i:4:p:503-517:n:5. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    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.