Respondent rationale for neither agreeing nor disagreeing: Person and item contributors to middle category endorsement intent on Likert personality indicators

Journal of Research in Personality

Volumn 47, Issue 4, 2013, Pages 254-262

  Kulas, John T ^a   Stachowski, Alicia A ^b  

^a ST CLOUD STATE UNIVERSITY   (United States)

^b UNIVERSITY OF WISCONSIN STOUT   (United States)

Author keywords

Likert; Middle category; Personality assessment; Self report

Indexed keywords

EID: 84875620499     PISSN: 00926566     EISSN: 10957251     Source Type: Journal    
DOI: 10.1016/j.jrp.2013.01.014     Document Type: Article

References (35)

1. Campbell J.D., Trapnell P.D., Heine S.J., Katz I.M., Lavallee L.F., Lehman D.R. Self-concept clarity: Measurement, personality correlates, and cultural boundaries. Journal of Personality and Social Psychology 1996, 70:141-156. 10.1037/0022-3514.70.6.1114.
2. Clark L.A., Watson D. Constructing validity: Basic issues in objective scale development. Psychological Assessment 1995, 7:309-319. 10.1037/1040-3590.7.3.309.
3. Costa, P. T., & McCrae, R. R. (1992). Revised NEO Personality Inventory (NEO-PI-R) and NEO Five-Factor Inventory (NEO-FFI). Professional Manual. Odessa, FL: Psychological Assessment Resources.
4. Crowne D.P., Marlowe D. A new scale of social desirability independent of psychopathology. Journal of Consulting Psychology 1960, 24:349-354. 10.1037/h0047358.
5. DeMaio T.J., Rothgeb J.M. Cognitive interviewing techniques: In the lab and in the field. Answering questions 1996, 177-196. Jossey-Bass, San Francisco, CA. N. Schwarz, S. Sudman (Eds.).
6. Donnay D.A.C., Morris M.L., Schaubhut N.A., Thompson R.C. Strong Interest Inventory manual: Research, development, and strategies for interpretation 2005, CPP Inc., Mountain View, CA.
7. DuBois B., Burns J.A. An analysis of the meaning of the question mark response category in attitude scales. Educational & Psychological Measurement 1975, 35:869-884. 10.1177/001316447503500414.
8. Durand R.M., Lambert Z.V. Don't know responses in surveys: Analyses and interpretational consequences. Journal of Business Research 1988, 16:169-188. 0.1016/0148-2963(88)90040-9.
9. Ebel R.L. Estimation of the reliability of ratings. Psychometrika 1951, 16:407-424. 10.1007/BF02288803.
10. Edwards A.L. The social desirability variable in personality assessment and research 1957, Dryden, New York.
11. Ericsson K.A., Simon H.A. Protocol analysis: Verbal reports as data 1993, The MIT Press, Cambridge, MA.
12. Goldberg L.R. A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models. Personality psychology in Europe 1999, Vol. 7:7-28. Tilburg University Press, Tilburg, The Netherlands.
13. Hernández A., Drasgow F., González-Romá V. Investigating the functioning of the middle category by means of a mixed-measurement model. Journal of Applied Psychology 2004, 89:687-699. 10.1037/0021-9010.89.4.687.
14. Hofacker C.F. Categorical judgment scaling with ordinal assumptions. Multivariate Behavioral Research 1984, 19:91-106.
15. Klopfer F.J., Madden T.M. The middlemost choice on attitude items: Ambivalence, neutrality, or uncertainty?. Personality and Social Psychology Bulletin 1980, 6:97-101. 10.1177/014616728061014.
16. Krosnick J.A. Response strategies for coping with the cognitive demands of attitude measures in surveys. Applied Cognitive Psychology 1991, 5:213-236.
17. Krosnick J.A. Survey research. Annual Review of Psychology 1999, 50:537-567.
18. Krosnick J.A., Holbrook A.L., Berent M.K., Carson R.T., Hanemann W.M., Kopp R.J., et al. The impact of " no opinion" response options on data quality: Non-attitude reduction or an invitation to satisfice?. Public Opinion Quarterly 2002, 66:371-403. 10.1086/341394.
19. Kulas J.T., Stachowski A.A. Middle category endorsement in Likert-type response scales: Associated item characteristics, response latency, and intended meaning. Journal of Research in Personality 2009, 43:489-493. 10.1016/j.jrp. 2008.12.005.
20. Kulas J.T., Stachowski A.A., Haynes B.A. Middle response functioning in Likert responses to personality items. Journal of Business and Psychology 2008, 22:251-260. 10.1007/s10869-008-9064-2.
21. McDonald, J. L. (2004). The optimal number of categories for numerical rating scales. Unpublished doctoral dissertation, University of Denver.
22. Mueller-Hanson R., Heggestad E.D., Thornton G.C. Faking and selection: Considering the use of personality from select-in and select-out perspectives. Journal of Applied Psychology 2003, 88:348-355. 10.1037/0021-9010.88.2.348.
23. Nowlis S.M., Kahn B.E., Dhar R. Coping with ambivalence: The effect of removing a neutral option on consumer attitude and preference judgments. Journal of Consumer Research 2002, 29:319-334.
24. Presser S., Schuman H. The measurement of a middle position in attitude surveys. Public Opinion Quarterly 1980, 44:70-85.
25. Preston C.C., Colman A.M. Optimal number of response categories in rating scales: Reliability, validity, discriminating power, and respondent preferences. Acta Psychologica 2000, 104:1-15. 10.1016/S0001-6918(99)00050-5.
26. Ryan M. The Likert scale's midpoint in communications research. Journalism Quarterly 1980, 57:305-313.
27. Schneider W., Eschman A., Zuccolotto A. E-prime user's guide 2002, Psychology Software Tools, Inc., Pittsburgh.
28. Schwarz N., Oyserman D. Asking questions about behavior: Cognition, communication and questionnaire construction. American Journal of Evaluation 2001, 22:127-160.
29. Shaw M.E., Wright J.M. Scales for the measurement of attitudes 1967, McGraw-Hill, NY.
30. Shulruf B., Hattie J., Dixon R. Factors affecting responses to Likert type questionnaires: Introduction of the ImpExp, a new comprehensive model. Social Psychology of Education: An International Journal 2008, 11:59-78. 10.1007/s11218-007-9035-x.
31. Stone M.H. Substantive scale construction. Introduction to Rasch measurement 2004, 201-225. JAM Press, Maple Grove, MN. E.V. Smith, R.M. Smith (Eds.).
32. Tourangeau R., Rasinski K.A. Cognitive processes underlying context effects in attitude measurement. Psychological Bulletin 1988, 103:299-314. 10.1037/0033-2909.103.3.299.
33. Warwick D.P., Lininger L.A. Psychology of reasoning: Structure and content 1975, Harvard University Press, Cambridge, MA.
34. Wonderlic (2002). Wonderlic personnel test & scholastic level exam user's manual. Libertyville, IL: Wonderlic, Inc.
35. Wonderlic (2007). Wonderlic personnel test normative report. Libertyville, IL: Wonderlic, Inc.