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The relationship between perceived learning and satisfaction with college: An alternative view

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Abstract

Student and alumni reports of learning and development during college play an important role in research on educational outcomes. An intriguing finding of this research is the positive relationship between perceived learning and satisfaction with college. While studies have documented an association between perceptions of learning and satisfaction, the nature of the relationship is not clearly defined. This study evaluates two competing models of perceived learning and satisfaction. The first model represents a true relationship between learning and satisfaction, while the second treats the relationship as an artifact of a halo effect. Data came from subjects who completed learning and satisfaction questions as seniors and again two years after graduation. Analyses revealed that treating the learning-satisfaction relationship as an artifact of a halo effect provided the best representation of the data. Although not conclusive, results suggested that educational researchers and assessment practitioners should be careful in interpreting self-reports of learning and development, particularly as they relate to satisfaction with college.

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References

  • ACE/Winthrop national assessment survey results release (1990, Winter).The Exchange 1(5): 1.

    Google Scholar 

  • Aitken, N. D. (1982). College student performance, satisfaction, and retention: Specification and estimation of a structural model.Journal of Higher Education 53: 22–50.

    Google Scholar 

  • Alexander, J. M., and Stark, J. S. (1986).Focusing on Student Academic Outcomes: A Working Paper. Ann Arbor: National Center for Research to Improve Postsecondary Teaching and Learning.

    Google Scholar 

  • Astin, A. W. (1974). Measuring the outcomes of higher education. In H. R. Bowen (ed.),Evaluating Institutions for Accountability (New Directions for Institutional Research Series, no. 1, pp. 23–46). San Francisco: Jossey-Bass.

    Google Scholar 

  • Bean, J. P. (1980). Dropouts and turnover: The synthesis and test of a causal model of student attrition.Research in Higher Education 12: 155–187.

    Google Scholar 

  • Bean, J. P., and Bradley, R. K. (1986). Untangling the satisfaction-performance relationship for college students.Journal of Higher Education 57: 393–412.

    Google Scholar 

  • Bentler, P. M. (1989).EQS: Structural Equations Program Manual. Los Angeles: BMDP Statistical Software.

    Google Scholar 

  • Bernstein, I. H., and Teng, G. (1989). Factoring items and factoring scales are different: Spurious evidence for multidimensionality due to item categorization.Psychological Bulletin 105: 467–477.

    Google Scholar 

  • Bowen, H. R. (1977).Investment in Learning: The Individual and Social Value of American Higher Education. San Francisco: Jossey-Bass.

    Google Scholar 

  • Bradburn, N. M. (1983). Response effects. In P. H. Rossi, J. D. Wright, and A. B. Anderson (eds.),Handbook of Survey Research. New York: Academic Press.

    Google Scholar 

  • Byrne, B. M., Shavelson, R. J., and Muthén, B. O. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance.Psychological Bulletin 105: 456–466.

    Google Scholar 

  • Cudek, R. (1989). Analysis of correlation matrices using covariance structure models.Psychological Bulletin 105: 317–327.

    Google Scholar 

  • Cunningham, W. R. (1991). Issues in factorial invariance. In L. M. Collins and J. L. Horn (eds.),Best Methods for the Analysis of Change: Recent Advances, Unanswered Questions, Future Directions. Washington, DC: American Psychological Association.

    Google Scholar 

  • Ewell, P. T. (1984).The Self-Regarding Institution: Information for Excellence. Boulder, CO: National Center for Higher Education Management Systems.

    Google Scholar 

  • Feldman, K. A., and Newcomb, T. M. (1969).The Impact of College on Students. SanFrancisco: Jossey-Bass.

    Google Scholar 

  • Gold, K. F., and Muthén, B. O. (1991, April).Extension of Covariance Structure Analysis: Hierarchical Modeling of Multidimensional Achievement Data. Paper presented at the annual meeting of the American Educational Research Association, Chicago.

  • Graham, S. W., and Cockriel, I. (1989). College outcome assessment factors: An empirical approach.College Student Journal 23: 280–288.

    Google Scholar 

  • Horn, J. L. (1991). Comments on issues in factorial invariance. In L. M. Collins and J. L. Horn (eds.),Best Methods for the Analysis of Change: Recent Advances, Unanswered Questions, Future Directions. Washington, DC: American Psychological Association.

    Google Scholar 

  • Jöreskog, K. G., and Sörbom, D. (1989).LISREL 7: A Guide to the Program and Applications. Chicago: SPSS.

    Google Scholar 

  • Kaplan, D. (1992, April).Collinearity Diagnostics for Covariance Structure Models. Paper presented at the annual meeting of the American Educational Research Association, San Francisco.

  • Lenning, O. T. (1977).Previous Attempts to Structure Educational Outcomes and Outcome-Related Concepts: A Compilation and Review of the Literature. Boulder, CO: National Center for Higher Education Management Systems.

    Google Scholar 

  • Marsh, H. W., Balla, J. R., and McDonald, R. P. (1988). Goodness-of-fit indices in confirmatory factor analysis.Psychological Bulletin 103: 391–410.

    Google Scholar 

  • McDonald, R. P., and Marsh, H. W. (1990). Choosing a multivariate model: Noncentrality and goodness of fit.Psychological Bulletin 107: 247–255.

    Google Scholar 

  • Messick, S. (1989). Validity. In R. L. Linn (ed.),Educational Measurement (3rd ed., pp. 13–103). New York: Macmillan.

    Google Scholar 

  • Mulaik, S. A., James, L. P., Van Alstine, J., Bennett, N., Lind, S., and Stidwell, C. D. (1989). Evaluation of goodness-of-fit indices for structural equation models.Psychological Bulletin 105: 430–445.

    Google Scholar 

  • Munro, B. H. (1981). Dropouts from higher education: Path analysis of a national sample.American Educational Research Journal 18: 133–141.

    Google Scholar 

  • Pace, C. R. (1987).CSEQ: Test Manual and Norms. Los Angeles: Center for the Study of Evaluation.

    Google Scholar 

  • Pace, C. R. (1988).Measuring the Quality of College Student Experiences. Los Angeles: Center for the Study of Evaluation.

    Google Scholar 

  • Pascarella, E. T., and Chapman, D. W. (1983). A multiinstitutional, path analytic validation of Tinto's model of college withdrawal.American Educational Research Journal 20: 87–102.

    Google Scholar 

  • Pascarella, E. T., Smart, J. C., and Ethington, C. A. (1986). Long-term persistence of two-year college students.Research in Higher Education 24: 47–71.

    Google Scholar 

  • Pascarella, E. T., and Terenzini, P. T. (1978). Student-faculty informal relationships and freshman year educational outcomes.Journal of Educational Research 71: 183–189.

    Google Scholar 

  • Pascarella, E. T., and Terenzini, P. T. (1991).How College Affects Students: Findings and Insights from Twenty Years of Research. San Francisco: Jossey-Bass.

    Google Scholar 

  • Pike, G. R. (1989).The Performance-Satisfaction Relationship Revisited: Specification and Testing a Structural Model. Paper presented at the annual meeting of the American Educational Research Association, San Francisco.

  • Pike, G. R. (1990, April).Dimensions of Alumni Perceptions of Cognitive and Affective Growth During College. Paper presented at the annual meeting of the American Educational Research Association, Boston.

  • Pike, G. R. (1991a, October).Dimensions of Academic Growth and Development During College: Using Alumni Reports to Evaluate Education Programs. Paper presented at the annual meeting of the Association for the Study of Higher Education, Boston.

  • Pike, G. R. (1991b). The effects of background, coursework, and involvement on students' grades and satisfaction.Research in Higher Education 32: 15–30.

    Google Scholar 

  • Pike, G. R. (1992a, April).Students' Perceptions of Their Learning and Development at Graduation and Two Years Later: A Preliminary Investigation. Paper presented at the annual meeting of the American Educational Research Association, San Francisco.

  • Pike, G. R. (1992b). The components of construct validity: A comparison of two measures of general education outcomes.Journal of General Education 41: 130–159.

    Google Scholar 

  • Symonds, P. M. (1925). Notes on rating.Journal of Applied Psychology 9: 456–461.

    Google Scholar 

  • Terenzini, P. T., and Pascarella, E. T. (1977). Voluntary freshman attrition and patterns of social and academic integration in a university: A test of a conceptual model.Research in Higher Education 6: 25–43.

    Google Scholar 

  • Terenzini, P. T., Pascarella, E. T., and Lorang, W. G. (1982). An assessment of the academic and social influences on freshman year educational outcomes.Review of Higher Education 5: 86–109.

    Google Scholar 

  • Terenzini, P. T., Theophilides, C., and Lorang, W. G. (1984a). Influences on students' perceptions of their academic skill development during college.Journal of Higher Education 55: 621–636.

    Google Scholar 

  • Terenzini, P. T., Theophilides, C., and Lorang, W. G. (1984b). Influences on students' perceptions of their personal development during the first three years of college.Research in Higher Education 21: 178–194.

    Google Scholar 

  • Terenzini, P. T., and Wright, T. M. (1987a). Influences on students' academic growth during four years of college.Research in Higher Education 26: 161–179.

    Google Scholar 

  • Terenzini, P. T., and Wright, T. M. (1987b). Students' personal growth during the first two years of college.Review of Higher Education 10: 259–271.

    Google Scholar 

  • Thorndike, E. L. (1920). A constant error in psychological ratings.Journal of Applied Psychology 4: 25–29.

    Google Scholar 

  • Valiga, M. J. (1982).Structuring the Perceived Outcomes of Higher Education. Paper presented at the annual forum of the Association for Institutional Research, Minneapolis.

  • Wolfle, L. M. (1992, April).Effects of Postsecondary Education on Self-Esteem: A Lesson in LISREL. Paper presented at the annual meeting of the American Educational Research Association, San Francisco.

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Pike, G.R. The relationship between perceived learning and satisfaction with college: An alternative view. Res High Educ 34, 23–40 (1993). https://doi.org/10.1007/BF00991861

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