Skip to main content
Log in

Ethical Reasoning in Action: Validity Evidence for the Ethical Reasoning Identification Test (ERIT)

  • Published:
Journal of Business Ethics Aims and scope Submit manuscript

Abstract

Professionals in business and law, healthcare providers, educators, policymakers, consumers, and higher education practitioners value ethical reasoning (ER) skills. Because of this, we concentrated campus-wide reaccreditation efforts to help students actively engage in ER. In doing so, we re-conceptualized the ER process, implemented campus-wide ER interventions designed to be experienced by all undergraduate students, and created the ethical reasoning identification test (ERIT) to measure students’ ability to engage in a foundational step in the ER process. Using factor analysis, we demonstrated internal validity evidence for ERIT scores. More specifically, confirmatory factor analysis provided support for a unidimensional factor structure, meaning stakeholders can report and analyze ERIT total scores. The unidimensional factor structure was replicated using two independent samples. Across all samples, ERIT scores demonstrated reliability consistent with professional standards. In addition, we collected external validity evidence for ERIT scores. The ERIT was sensitive to slight differences in ER training. That is, students experiencing a 75-min intervention performed better on the test compared to students without this experience. Overall, results suggested that our ER intervention may effectively increase students ER abilities and the ERIT demonstrated great potential for assessing foundational ethical reasoning skills. To further examine validity, researchers should consider known groups analyses with varying “doses” of the ER intervention, as well as measurement invariance studies.

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.

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. The analyzed tetrachoric correlation matrices were too large to include in this article, but are freely available upon request.

References

  • A timeline of the Penn State child sex abuse scandal. (2011, November 17). CNN. Retrieved from http://www.cnn.com/2011/11/16/justice/pennsylvania-coach-abuse-timeline/.

  • Albaum, G., & Peterson, R. A. (2006). Ethical attitudes of future business leaders: Do they vary by gender and religiosity? Business and Society, 45(3), 300–321.

    Article  Google Scholar 

  • Alschuler, A. S., & Blimling, G. S. (1995). Curbing epidemic cheating through systemic change. College Teaching, 43(4), 123–126.

    Article  Google Scholar 

  • Association of American Colleges and Universities. (2013). It takes more than a major: Employer priorities for college learning and student success. Liberal Education, 99(2). Retrieved from http://www.aacu.org/liberaleducation/le-sp13/hartresearchassociates.cfm.

  • Association to Advance Collegiate Schools of Business. (AACSB). (2015). Eligibility procedures and accreditation standards for business accreditation. Retrieved from http://www.aacsb.edu/~/media/AACSB/Docs/Accreditation/Standards/2013_BusinessStds_Update-Jan2015_Final.ashx.

  • Benson, J. (1998). Developing a strong program of construct validation: A test anxiety example. Educational Measurement: Issues and Practice, 17(1), 10–22.

    Article  Google Scholar 

  • Cannaerts, N., Gastmans, C., & Dierckx de Casterlé, B. (2014). Contribution of ethics education to the ethical competence of nursing students: Educators’ and students’ perceptions. Nursing Ethics, 21(8), 861–878.

    Article  Google Scholar 

  • Carpenter, D. D., Harding, T. S., Finelli, C. J., & Passow, H. J. (2004). Does academic dishonesty relate to unethical behavior in professional practice? An exploratory study. Science and Engineering Ethics, 10(2), 311–324.

    Article  Google Scholar 

  • Chapman, K. J., & Lupton, R. A. (2004). Academic dishonesty in a global educational market: A comparison of Hong Kong and American university business students. International Journal of Educational Management, 18(7), 425–435.

    Google Scholar 

  • Complete coverage on: Gulf Coast oil disaster. (2010). CNN. Retrieved from http://www.cnn.com/SPECIALS/2010/gulf.coast.oil.spill/.

  • Cragg, W. (1997). Teaching business ethics: The role of ethics in business and in business education. Journal of Business Ethics, 16, 231–245.

    Article  Google Scholar 

  • Cummings, R., Dyas, L., Maddux, C. D., & Kochman, A. (2001). Principled moral reasoning and behavior of preservice teacher education students. American Educational Research Journal, 38(1), 143–158.

    Article  Google Scholar 

  • Cummings, R., Harlow, S., & Maddux, C. D. (2007). Moral reasoning of in-service and pre-service teachers: A review of the research. Journal of Moral Education, 36(1), 67–78.

    Article  Google Scholar 

  • Dalton, J., & Crosby, P. (2011). Core values and commitments in college: The surprising return to ethics and character in undergraduate education. Journal of College and Character, 12(2), 1–4.

    Google Scholar 

  • Ewell, P. T. (2009). Assessment, accountability, and improvement: Revisiting the tension. Occasional Paper # 1. Champaign, IL: National Institute for Learning Outcomes Assessment.

    Google Scholar 

  • Fan, X., & Sivo, S. A. (2007). Sensitivity of fit indices to model misspecification and model types. Multivariate Behavioral Research, 42, 509–529.

    Article  Google Scholar 

  • Fang, F. C., Steen, R. G., & Casadevall, A. (2012). Misconduct accounts for the majority of retracted scientific publications. Proceedings of the National Academy of Sciences of the United States of America (PNAS), 109(42), 17028–17033.

    Article  Google Scholar 

  • Finney, S. J., & DiStefano, C. (2013). Nonnormal and categorical data in structural equation models. In G. R. Hancock & R. O. Mueller (Eds.), A second course in structural equation modeling. Greenwich, CT: Information Age Publishing Inc.

    Google Scholar 

  • Green, S. B., & Yang, Y. (2009). Reliability of summed item scores using structural equation modeling: An alternative to coefficient alpha. Psychometrika, 74(1), 155–167.

    Article  Google Scholar 

  • Hu, L., & Bentler, P. M. (1998). Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Psychological Methods, 3, 424–453.

    Article  Google Scholar 

  • Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.

    Article  Google Scholar 

  • Kish-Gephart, J. J., Harrison, D. A., & Treviño, L. K. (2010). Bad apples, bad cases, and bad barrels: Meta-analytic evidence about sources of unethical decisions at work. Journal of Applied Psychology, 95(1), 1–31.

    Article  Google Scholar 

  • Kohlberg, L. (1969). Stage and sequence: The cognitive approach to socialization. In D. A. Goslin (Ed.), Handbook of socialization theory and research. Chicago: Rand McNally.

    Google Scholar 

  • Kohlberg, L. (1977). Implications of moral stages for adult education. Religious Education, 72(2), 183–201.

    Article  Google Scholar 

  • Kohlberg, L. (1984). The psychology of moral development: The nature and validity of moral stages. In Essays on moral development (Vol. 2). San Francisco, CA: Harper & Row.

  • Kuder, G. F., & Richardson, M. W. (1937). The theory of the estimation of test reliability. Psychometrika, 2(3), 151–160. doi:10.1007/BF02288391.

    Article  Google Scholar 

  • Leonidou, L. C., Kvasova, O., Leonidou, C. N., & Chari, S. (2013). Business unethicality as an impediment to consumer trust: The moderating role of demographic and cultural characteristics. Journal of Business Ethics, 112(3), 397–415.

    Article  Google Scholar 

  • Lin, C. S., & Wen, L. M. (2007). Academic dishonesty in higher education—a nationwide study in Taiwan. Higher Education, 54(1), 85–97.

    Article  Google Scholar 

  • MacCallum, R. C., & Austin, J. T. (2000). Applications of structural equation modeling in psychological research. Annual Review of Psychology, 51(1), 201–226.

    Article  Google Scholar 

  • Marsden, H., Carroll, M., & Neill, J. T. (2005). Who cheats at university? A self-report study of dishonest academic behaviours in a sample of Australian university students. Australian Journal of Psychology, 57(1), 1–10.

    Article  Google Scholar 

  • Marsh, H. W., Hau, K. T., & Wen, Z. (2004). In search of golden rules: Comment on hypothesis testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling: A Multidisciplinary Journal, 11, 320–341.

    Article  Google Scholar 

  • McDonald, R. P. (1999). Test theory: A united treatment. Mahwah, N.J.: L. Erlbaum Associates.

    Google Scholar 

  • McDonald, G. M., & Donleavy, G. D. (1995). Objections to the teaching of business ethics. Journal of Business Ethics, 14, 839–853.

    Article  Google Scholar 

  • Muthén, L. K. (2010, February 11). Mplus discussion: Model fit index WRMR. Message posted to http://www.statmodel.com/discussion/messages/9/5096.html?1292455350.

  • Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.

  • Nye, C. D., & Drasgow, F. (2011). Assessing goodness of fit: Simple rules of thumb simply do not work. Organizational Research Methods, 14, 548–570.

    Article  Google Scholar 

  • Piaget, J. (1932). The moral judgment of the child (M. Gabain, Trans.). Glencoe, IL: The Free Press.

  • Ree, M. J., & Carretta, T. R. (2006). The role of measurement error in familiar statistics. Organizational Research Methods, 9(1), 99–112.

    Article  Google Scholar 

  • Rest, J. R., Cooper, D., Coder, R., Masanz, J., & Anderson, D. (1974). Judging the important issues in moral dilemmas: An objective measure of development. Developmental Psychology, 10(4), 491–501.

    Article  Google Scholar 

  • Rindskopf, D. (1984). Structural equation models: Empirical identification, heywood cases and related problems. Sociological Methods and Research, 13, 109–119.

    Article  Google Scholar 

  • Southern Association of Colleges and Schools: Commission on Colleges. (2012a). The principles of accreditation: Foundations for quality enhancement (5th ed.). Decatur, GA: Southern Association of Colleges and Schools: Commission on Colleges. Retrieved from: http://www.sacscoc.org/pdf/2012PrinciplesOfAcreditation.pdf.

  • Southern Association of Colleges and Schools: Commission on Colleges (2012b). Quality Enhancement Plan Guidelines. Retrieved from: http://www.sacscoc.org/pdf/Quality%20Enhancement%20Plan%20Guidelines.pdf.

  • Steiger, J. H. (1990). Structural model evaluation and modification: An interval estimation approach. Multivariate Behavioral Research, 25, 173–180.

    Article  Google Scholar 

  • Sternberg, R. J. (2010). Teaching for ethical reasoning in liberal education. Liberal Education, 96(3), 32–37.

    Google Scholar 

  • Stevens, B. (2013). How ethical are U.S. business executives? A study of perceptions. Journal of Business Ethics, 117(2), 361–369.

    Article  Google Scholar 

  • The Essential Learning Outcomes. (2013). Association of American Colleges and Universities. Retrieved from: http://www.aacu.org/sites/default/files/files/LEAP/EssentialOutcomes_Chart.pdf.

  • Terndrup, C. (2013). A student’s perspective on medical ethics education. Journal of Religion and Health, 52(4), 1073–1078.

    Article  Google Scholar 

  • Wang, L. C., & Calvano, L. (2015). Is business ethical education effective? An analysis of gender, personal ethical perspectives, and moral judgment. Journal of Business Ethics, 126(4), 591–602.

    Article  Google Scholar 

  • Western Association of Schools and Colleges: Senior College and University Commission (WASC). (2013). 2013 handbook of accreditation. CA: Alameda.

    Google Scholar 

  • Weston, R., & Gore, P. A. (2006). A brief guide to structural equation modeling. The Counseling Psychologist, 34(5), 719–751.

    Article  Google Scholar 

  • Williams, S. D., & Dewett, T. (2005). Yes, you can teach business ethics: A review and research agenda. Journal of Leadership and Organizational Studies, 12(2), 109–120.

    Article  Google Scholar 

  • Yu, C. Y. (2002). Evaluating cutoff criteria of model fit indices for latent variable models with binary and continuous outcomes (Doctoral dissertation, University of California, Los Angeles).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kristen Smith.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Smith, K., Fulcher, K. & Sanchez, E.H. Ethical Reasoning in Action: Validity Evidence for the Ethical Reasoning Identification Test (ERIT). J Bus Ethics 144, 417–436 (2017). https://doi.org/10.1007/s10551-015-2841-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10551-015-2841-8

Keywords

Navigation