Researchers commonly use Exploratory Factor Analysis to help produce a valid yet parsimonious index. Another technique, Confirmatory Factor Analysis, provides a subsequent direction and additional insights into the task of developing an index that has validity, reliability and utility. Utilizing the Service Expectation Index (designed to measure consumers' expectations for service quality in hotels) as a vehicle, this paper compares the two analytical techniques. Implications for hospitality research are presented.
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References
1.
BabbieEarl R.(1979).The practice of social research.Belmont, CA: Wadsworth Publishing Company, Inc
2.
ChurchillGilbert(1979).A paradigm for developing better measures of marketing constructs.Journal of Marketing Research, pp. 64–73
3.
HunterJohn E.GerbingDavid W.(1982).Unidimensional measurement, second order factor analysis, and causal models. Research in Organizational Behavior, JAI Press Inc.,4, 267–320
ParasuramanA.ZeithamlV.BerryL. L.(1986).SERVQUAL: A multiple-item scale for measuring customer perceptions of service quality. Working Paper, Marketing Science Institute, Cambridge, Massachusetts
6.
SonquistJohn A.DunkelbergWilliam C.(1987).Survey and opinion research.Englewood Cliffs, NJ: Prentice-Hall, Inc
7.
WullaertColleen(1990).A review of the service quality literature in the hospitality industry. Working Paper, Graduate School of Business, Michigan State University