Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Market segments based on the dominant movement patterns of tourists

Xia, J. (Cecilia), Evans, F.H.ORCID: 0000-0002-7329-1289, Spilsbury, K., Ciesielski, V., Arrowsmith, C. and Wright, G. (2010) Market segments based on the dominant movement patterns of tourists. Tourism Management, 31 (4). pp. 464-469.

Link to Published Version:
*Subscription may be required


This paper presents an innovative method for tourist market segmentation-based on dominant movement patterns of tourists; that is, the travel sequences or patterns used by tourists most frequently. There were three steps to achieve this goal. In the first step, general log-linear models were adopted to identify the dominant movement patterns, while the second step was to discover the characteristics of the groups of tourists who travelled with these patterns. The Expectation–Maximisation algorithm was then used to partition tourist segments in terms of socio-demographic and travel behavioural variables. The third step was to select target markets based upon the earlier analysis. These methods were applied to a sample of tourists, over the period of a week, on Phillip Island, Victoria, Australia. A significant outcome of this research is that it will assist tourism organisations to identify tourism market segments and develop better tour packages and more efficient marketing strategies aligned to the characteristics of the tourists.

Item Type: Journal Article
Publisher: Elsevier
Copyright: © 2009 Elsevier Ltd
Item Control Page Item Control Page