A cluster-analytic approach to benefit segmentation is described using an illustrative empirical example drawn from the Austrian domestic travel market. The results demonstrate that some benefits are incompatible with each other at the segment level, and that the "average" vacationer may be only a statistical artifact.
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References
1.
Anderberg, M.R. ( 1973), Cluster Analysis for Application, New York: Academic Press.
2.
Calantone, R., C. Schewe, and C.T. Allen ( 1980), "Targeting Specific Advertising Messages at Tourist Segments," in D.E. Hawkins, E. L. Shafer, and J. M. Rovelstad (eds.), Tourism Marketing and Management, Washington D.C.: George Washington University, pp. 133-147.
3.
Currim, I.S. (1981), "Using Segmentation Approaches for Better Prediction and Understanding of Consumer Mode Choice Models," Journal of Marketing Research18 (August), 301-309.
4.
Crask, M.R. (1981), "Segmenting the Vacationer Market: Identifying the Vacation Preferences, Demographics, and Magazine Readership of Each Group ," Journal of Travel Research20 (Fall), 29-34.
5.
Darden, W.R. and D.D. Darden ( 1976), "A Study of Vacation Life Styles," Proceedings of the 7th Annual Conference of The Travel Research Association, Salt Lake City: Bureau of Economic and Business Research, University of Utah, pp. 231-236.
6.
Etzel, M.J., P.M. Ellis, A.G. Woodside, and B.B. Anderson 91980), "Segmenting the Travel Market in a Period of Adversity: The Danger of Oversimplification," in Research and the Changing World of Travel in the 1980s, Proceedings of the 11th Annual Conference of The Travel Research Association, Salt Lake City: Bureau of Economic and Business Research, University of Utah, p. 187.
7.
Etzel, M.J. and A.G. Woodside (1982), "Segmenting Vacation Markets: The Case of the Distant and Near-Home Travelers," Journal of Travel Research20 (Spring), 10-14.
8.
Formann, A.K., J.A. Mazanec, and O.C. Oberhauser (1979), "Numerische Klassifikationsprobleme in gro Ben Datensatzen der demoskopischen Marktforschung: Empirische Anwendungen und Methodenvergleiche von Cluster- und Latenter Klassen-Analyse ," Working Paper No. 12, Vienna: Institute of Advertising and Market Research, Vienna University of Economics .
9.
Frank, R.E., W.F. Massy, and Y. Wind (1972), Market Segmentation, Englewood Cliffs: Prentice Hall.
10.
Goodrich, J.N. (1980), "Benefit Segmentation of U.S. International Travelers: An Empirical Study with American Express," in D.E. Hawkins, E.L. Shafer, and J.M. Rovelstad (eds.), Tourism Marketing and Management, Washington D.C.: George Washington University, pp. 133-147.
11.
Haley, R.J. (1968), "Benefit Segmentation: A Decision-Oriented Research Tool," Journal of Marketing32 (July), 30-35.
12.
Kotler, P. (1967), Marketing Management: Analysis, Planning, and Control, Englewood Cliffs: Prentice Hall.
13.
Lewis, R.C. (1980), "Benefit Segmentation for Restaurant Advertising that Works," The Cornell Hotel and Restaurant Administration Quarterly21 (Nov.), 6-12.
14.
Mazanec J. (1978), Strukturmodelle des Konsumverhaltens, Wien: Orac.
15.
_ ( 1978-79), "Sortierprobleme des Marketingforschers in 'gro Ben' Stichproben: Ein praktikables clusteranalytisches Verfahren mit empirischem Demonstrations-beispiel," Der Markt 18 No. 68/69 (3/1978 + 1/1979), pp. 140-150.
16.
Späth, H. (1975), Cluster-Analyse-Algorithmen zur Objektklassifizierung und Datenreduktion, Munchen-Wien : Oldenburg.
17.
_ ( 1977), "Partitionierende Cluster-Analyse fur gro Be Objektmengen mit binaren Merkmalen am Beispiel von Firmen und deren Berufsgruppenbedarf ," in J. Spath (ed.). Fallstudien Cluster-Analyse, Munchen-Wien: Oldenburg, pp. 63-80.
18.
Willenborg, J.F. and A.G. Woodside (1976), "Segmentation of Vacation Attraction Market: Some Recursive Models," Proceedings of the 7th Annual Conference of The Travel Research Association, Salt Lake City: Bureau of Economic and Business Research , University of Utah, pp. 247-252.
19.
Woodside, A.G. (1982), "Positioning a Province Using Travel Research ," Journal of Travel Research20 (Winter), 2-6.