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Efficient theory development and factor retention criteria: Abandon the `eigenvalue greater than one' criterion

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  • Patil, Vivek H.
  • Singh, Surendra N.
  • Mishra, Sanjay
  • Todd Donavan, D.

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  • Patil, Vivek H. & Singh, Surendra N. & Mishra, Sanjay & Todd Donavan, D., 2008. "Efficient theory development and factor retention criteria: Abandon the `eigenvalue greater than one' criterion," Journal of Business Research, Elsevier, vol. 61(2), pages 162-170, February.
  • Handle: RePEc:eee:jbrese:v:61:y:2008:i:2:p:162-170
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    1. John Horn, 1965. "A rationale and test for the number of factors in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 30(2), pages 179-185, June.
    2. Armstrong, J. Scott, 1967. "Derivation of theory by means of factor analysis or Tom Swift and his electric factor analysis machine," MPRA Paper 81667, University Library of Munich, Germany.
    3. Valette-Florence, P. & Jolibert, A., 1990. "Social values, A.I.O., and consumption patterns : Exploratory findings," Journal of Business Research, Elsevier, vol. 20(2), pages 109-122, March.
    4. ,, 2000. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 16(2), pages 287-299, April.
    5. Snipes, Robin L. & Oswald, Sharon L. & LaTour, Michael & Armenakis, Achilles A., 2005. "The effects of specific job satisfaction facets on customer perceptions of service quality: an employee-level analysis," Journal of Business Research, Elsevier, vol. 58(10), pages 1330-1339, October.
    6. Russell, James A & Mehrabian, Albert, 1976. "Environmental Variables in Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 3(1), pages 62-63, June.
    7. Sternthal, Brian & Tybout, Alice M & Calder, Bobby J, 1987. "Confirmatory versus Comparative Approaches to Judging Theory Tests," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(1), pages 114-125, June.
    8. Wayne Velicer, 1976. "Determining the number of components from the matrix of partial correlations," Psychometrika, Springer;The Psychometric Society, vol. 41(3), pages 321-327, September.
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