Skip to main content
Log in

Measuring attitudes to science: Unidimensionality and internal consistency revisited

  • Published:
Research in Science Education Aims and scope Submit manuscript

Abstract

Summated ratings attitude scales commonly consist of numerous items whose scores are summed to yield a total score. An assumption underlying this technique is that the items in the scale reflect a common construct. If this is not met, the procedure produces uninterpretable data. Although this psychometric principle has been known for a long time, numerous studies in the literature demonstrate a neglect of it. Some make no attempt to conceptualise the construct to be measured; others conceptualise the construct but then ignore the possibility that it may be multidimensional; still others contain evidence indicating that the construct is multidimensional and then proceed to ignore that evidence. A possible contributor to the confusion is the misunderstanding of the related yet distinct concepts of internal consistency and unidimensionality. This paper presents examples of poor and good instrument design, in the hope that clarification of the issues might make a difference in the future.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Billeh, V. Y., & Zakhariades, G. A. (1975). The development and application of a scale for measuring scientific attitudes.Science Education, 59(2), 155–165.

    Google Scholar 

  • Brink, P. J., & Wood, M. J. (1988).Basic steps in planning nursing research (3rd ed.). Boston, MA: Jones & Bartlett.

    Google Scholar 

  • Coulson, R. (1992). Development of an instrument for measuring attitudes of early childhood educators towards science.Research in Science Education, 22, 101–105.

    Google Scholar 

  • Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests.Psychometrika, 16, 297–334.

    Google Scholar 

  • DeVellis, R. F. (1991).Scale development. Newbury Park, CA: Sage Publications.

    Google Scholar 

  • Gardner, P. L. (1975). Attitude measurement: A critique of some recent research.Educational Research, 17(2), 101–109.

    Google Scholar 

  • Gardner, P. L. (1987). Comments on “Toward the development of a children's science curiosity scale”.Journal of Research in Science Teaching, 24, 175–176.

    Google Scholar 

  • Graham, J. R., & Lilly, R. S. (1984).Psychological testing. Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Green, S. B., Lissitz, R. W., & Mulaik, S. A. (1977). Limitations of coefficient alpha as an index of test unidimensionality.Educational and Psychological Measurement, 37, 827–838.

    Google Scholar 

  • Harty, H., & Beall, D. (1984). Toward the development of a children's science curiosity measure.Journal of Research in Science Teaching, 21, 425–436.

    Google Scholar 

  • Harvey, T. J., & Vaughan, J. (1990). Student nurse attitudes towards different teaching/learning methods.Nurse Education Today, 10, 181–185.

    Article  Google Scholar 

  • LoBiondo-Wood, G., & Haber, J. (1990).Nursing research: Methods, critical appraisal and utilization (2nd ed.) St. Louis, MO: C. V. Mosby.

    Google Scholar 

  • Piper, M. K., & Moore, K. D. (1977). The effect of a physics course for elementary teachers on attitudes toward science of preservice elementary teachers.Attitudes towards science: Investigations (pp. 20–28). Ohio: SMEAC, Ohio State University.

    Google Scholar 

  • Polit, D. F., & Hungler, B. P. (1995).Nursing research: Principles and methods (5th ed.) Philadelphia, PA: Lippincott.

    Google Scholar 

  • Woods, N. F. (1988). Assessing nursing research measures: Reliability and validity. In N. F. Woods & M. Catanzaro,Nursing research: Theory and practice. St Louis, MO: C. V. Mosby.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paul L. Gardner.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Gardner, P.L. Measuring attitudes to science: Unidimensionality and internal consistency revisited. Research in Science Education 25, 283–289 (1995). https://doi.org/10.1007/BF02357402

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF02357402

Keywords

Navigation