A standard procedure in the development of multi-item measurement scales is to incorporate reversed-polarity items to control for and/or identify acquiescence response bias. In spite of the broad acceptance of this approach, very little work has been done to evaluate the impact of reversed-polarity items on the dimensionality of scales. This study empirically evaluates the impact of reversed-polarity items on the unidimensionality of several well-known marketing measures. The authors suggest that use of reversed-polarity items may present a substantive problem for marketing scholars because of the resulting degradation of scale unidimensionality. The existence of this phenomenon is confirmed in a multisurvey, multiscale, binational research design. Implications for marketing scale developers and measurement theoreticians are discussed, theoretical bases that might explain the phenomenon are explored, and further research suggestions are presented.
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References
1.
Anderson, James C.
, David W. Gerbing, and John E. Hunter. 1987. "On the Assessment of Unidimensionality Measurement: Internal and External Consistency, and Overall Consistency Criteria."Journal of Marketing Research24 (November): 432-437.
2.
Anderson, Norman H.1965. "Averaging Versus Adding as a Stimulus Combination Rule in Impression Formation."Journal of Personality and Social Psychology2: 1-9.
3.
Badovick, Gordon
and AnnThompson. 1994. "Preferred Cognitive Styles and Their Influences Upon Adaptive and Task Related Selling Behaviors." In Proceedings of the National Conference in Sales Management. Ed. Rick E. Ridnour. Dekalb: Northern Illinois University, Department of Marketing, 1-10.
4.
Baron, Robert
, Henrietta Logan, Jeff Lilly, Mary Inman, and Michael Brennan. 1994. "Negative Emotion and Message Processing."Journal of Experimental Social Psychology30: 181-201.
5.
Birnbaum, M. H.1972. "Morality Judgements: Tests of an Averaging Model."Journal of Experimental Psychology93: 35-42.
6.
Brown, Gene
, Ronald L. Coulter, and Robert E. Widing, II.1991. "Customer Evaluation of Retail Salespeople Utilizing the SOCO Scale: A Replication, Extension, and Application."Journal of the Academy of Marketing Science19 (Fall): 347-351.
7.
Byrne, Barbra M.1989. A Primer of LISREL: Basic Applications and Programming for Confirmatory Factor Analytic Models. New York: Springer-Verlag.
8.
Carman, J. M.1990. "Consumer Perceptions of Service Quality: An Assessment of the SERVQUAL Dimensions."Journal of Retailing66 (Spring): 33-56.
9.
Churchill, Gilbert A., Jr.1979. "A Paradigm for Developing Better Measures of Marketing Constructs."Journal of Marketing Research16 (February): 64-73.
10.
Conway, Michael
, Francois Bonneville, and Roberto DiFazio. 1990. "Consensus and Causal Attributions for Negative Affect."Journal of Social Psychology130 (3): 375-384.
11.
DeVellis, Robert F.1991. Scale Development: Theory and Applications. London: Sage.
12.
Douglas, Susan P.
and C. Samuel Craig. 1983. International Marketing Research. Englewood Cliffs, NJ: Prentice Hall.
13.
Edwards, A. L.1957. Techniques of Attitude Scale Construction. New York: Appleton-Century-Crofts.
14.
Falthzik, Alfred M.
and Marvin A. Jolson. 1974. "Statement Polarity in Attitude Studies."Journal of Marketing Research11 (February): 102-105.
15.
Feldman, Sheldon
. 1966. "Motivational Aspects of Attitudinal Elements and Their Place in Cognitive Interaction." In Cognitive Consistency. Ed. Sheldon Feldman. New York: Academic Press.
16.
Fiske, S. T.1980. "Attention and Weight in Person Perception: The Impact of Negative and Extreme Behavior."Journal of Psychology and Social Psychology38: 889-906.
17.
Gerbing, David W.
and James C. Anderson. 1988. "An Updated Paradigm for Scale Development Incorporating Unidimensionality and Its Assessment."Journal of Marketing Research25 (May): 186-192.
18.
Goldsmith, Ronald E.
and Rene Desborde. 1991. "A Validity Study of a Measure of Opinion Leadership."Journal of Business Research22: 11-19.
19.
Hair, Joseph J., Jr.
, Rolph E. Anderson, and Ronald L. Tatham. 1987. Multivariate Data Analysis. New York: Macmillan.
20.
Hattie, John R.1985. "Methodology Review: Assessing Unidimensionality of Tests and Items."Applied Psychological Measurement9 (June): 139-164.
21.
Hauser, John R.
, Glen L. Urban, and Bruce D. Weinberg. 1993. "How Consumers Allocate Their Time When Searching for Information."Journal of Marketing Research30 (4): 452-466.
22.
Heaven, Patrick C. L.1983. "Authoritarianism or Acquiescence? South African Findings."Journal of Social Psychology119: 11-15.
23.
Helson, H.1964. Adaptation-Level Theory. New York: Harper.
24.
Herche, Joel
, Michael J. Swenson, and Willem Verbeke. Forthcoming. "Personal Selling Constructs and Measures: EMIC Versus ETIC Approaches to Cross-National Research. European Journal of Marketing.
25.
Jacoby, Jacob
. 1978. "Consumer Research: State of the Art Review."Journal of Marketing42 (2): 87-96.
26.
Jaworski, Bernard J.
and Ajay K. Kohli. 1991. "Supervisory Feedback: Alternative Types and Their Impact on Salespeople's Performance and Satisfaction."Journal of Marketing Research28 (2): 190-201.
27.
Jones, E. E.
and K. E. Davis. 1965. "From Acts to Dispositions: The Attribution Process in Person Perception." In Advances in Experimental Social Psychology. Vol. 2. Ed. L. Berkowitz. New York: Academic Press, 219-266.
28.
Jordan, Nehemiah
. 1965. "The Asymmetry of Liking and Disliking: A Phenomenon Meriting Further Reflection and Research."Public Opinion Quarterly29: 315-322.
29.
Kalwani, Manohar U.
, Chi Kin Ylm, Heikki J. Rinne, and Yoshi Sugita. 1990. "A Price Expectations Model of Customer Brand Choice."Journal of Marketing Research27 (3): 251-262.
30.
Kanouse, David E.
and L. Reid Hanson, Jr.1971. "Negativity in Evaluations." In Attribution: Perceiving the Causes of Behavior. Eds. Edward E. Jones, David E. Kanouse, Harold H. Kelley, Richard E. Nisbett, Stuart Valins, and Bernard Weiner. Morristown, NJ: General Learning, 47-62.
31.
Klayman, J.
and Ha, Y.1989. "Hypothesis Testing in Rule Discovery: Strategy, Structure, and Content."Journal of Experimental Psychology: Learning, Memory and Cognition15: 596-604.
32.
Kumar, Ajith
and William R. Dillon. 1987. "The Interaction of Measurement and Structure in Simultaneous Equation Models With Unobservable Variables."Journal of Marketing Research24 (February): 98-105.
33.
Kunda, Ziva
, Geoffrey T. Fong, Rasyd Sanitioso, and Emily Reber. 1993. "Directional Questions Direct Self-Conceptions."Journal of Experimental Social Psychology29: 63-86.
34.
Likert, R.1932. "A Technique for the Measurement of Attitudes."Archives of Psychology140: 44-53.
35.
Maheswaran, Durairaj
and Joan Meyers-Levy. 1990. "The Influence of Message Framing and Issue Involvement."Journal of Marketing Research27 (3): 361-367.
36.
McDonald, Roderick P.1981. "The Dimensionality of Tests and Items."British Journal of Mathematical and Statistical Psychology34 (May): 100-117.
37.
Michaels, Ronald E.
and Ralph L. Day. 1985. "Measuring Customer Orientation of Salespeople: A Replication With Industrial Buyers."Journal of Marketing Research22 (November): 443-446.
38.
Mowen, John C.
and Maryanne M. Mowen. 1991. "Time and Outcome Valuation: Implications for Marketing Decision Making."Journal of Marketing55 (4): 54-62.
39.
Netemeyer, Richard G.
, Srinivas Durvasula, and Donald R. Lichtenstein. 1991. "A Cross-National Assessment of the Reliability and Validity of the CETSCALE."Journal of Marketing Research28 (August): 320-328.
40.
Nunnally, Jum C.1978. Psychometric Theory. New York: McGraw-Hill.
41.
Nunnally, Jum C.
and Ira H. Bernstein. 1994. Psychometric Theory. New York: McGraw-Hill.
42.
Oliver, Richard L.1993. "Cognitive, Affective and Attribute Bases of the Satisfaction Response."Journal of Consumer Research20 (3): 418-430.
43.
Parasuraman, A.
, Leonard L. Berry, and Valerie A. Zeithamil. 1991. "Refinement and Reassessment of the SERVQUAL Scale."Journal of Retailing67 (Winter): 420-450.
44.
Pechmann, Cornelia
. 1992. "Predicting When Two-Sided Ads Will Be More Effective Than One-Sided Ads: The Role of Correlational and Correspondent Inferences."Journal of Marketing Research24 (4): 441-453.
45.
Ray, John J.1979. "Is the Acquiescent Response Style Problem Not So Mythical After All? Some Results From a Successful Balanced F Scale."Journal of Personality Assessment43 (6): 638-643.
46.
Ray, John J.1983. "Reviving the Problem of Acquiescent Response Bias."Journal of Social Psychology121: 81-96.
47.
Rorer, L. G.1965. "The Great Response-Style Myth."Psychological Bulletin63: 129-156.
48.
Saxe, Robert
and Barton A. Weitz. 1982. "The SOCO Scale: A Measure of the Customer Orientation of Salespeople."Journal of Marketing Research19 (August): 343-351.
49.
Sherif, M.
and C. W. Sherif. 1967. "Attitudes as the Individual's Own Categories: The Social Judgement Approach to Attitude Change." In Attitude, Ego Involvement and Change. Eds. C. W. Sherif and M. Sherif. New York: John Wiley, 105-139.
50.
Shimp, Terence A.
and Subhash Sharma. 1987. "Consumer Ethnocentrism: Construction and Validation of the CETSCALE."Journal of Marketing Research24 (August): 280-289.
51.
Skowronski, John J.
and Donal E. Carlston. 1989. "Negativity and Extremity Biases in Impression Formation: A Review of Explanations."Psychological Bulletin105 (1): 131-142.
52.
Spector, Paul E.1987. "Method Variance as an Artifact in Self-Reported Affect and Perceptions at Work: Myth or Significant Problem?"Journal of Applied Psychology72: 438-443.
53.
Spector, Paul E.1992. Summated Rating Scale Construction. Newbury Park, CA: Sage.
54.
Spiro, Rosann L.
and Barton A. Weitz. 1990. "Adaptive Selling: Conceptualization, Measurement, and Nomological Validity."Journal of Marketing Research27 (February): 61-69.
55.
Swenson, Michael J.
and Joel Herche. 1994. "Social Values and Salesperson Performance: An Empirical Examination."Journal of the Academy of Marketing Science22 (Summer): 283-289.
56.
Terborg, James R.
and Lawrence H. Peters. 1974. "Some Observations on Wording of Item-Stems for Attitude Questionnaires."Psychological Reports35: 463-466.
57.
Weitz, Barton A.
, Harish Sujan, and Mita Sujan. 1986. "Knowledge, Motivation, and Adaptive Behavior: A Framework for Improving Selling Effectiveness."Journal of Marketing50 (October): 174-191.
58.
Westbrook, Robert A.1987. "Product/Consumption-Based Affective Responses and Postpurchase Processes."Journal of Marketing Research24: 258-270.
59.
Whitehead, George I.1987. "Children's Causal Attributions to Self and Other as a Function of Outcome and Task."Journal of Educational Psychology79 (2): 192-194.
60.
Winkler, John D.
, David E. Kanouse, and John E. Ware, Jr.1983. "Controlling for Acquiescence Response Set in Scale Development."Journal of Applied Psychology67 (5): 555-561.
61.
Wyer, R. S.1973. "Category Ratings for `Subjective Expected Values': Implications for Attitude Formation and Change."Psychological Review80: 446-467.
62.
Wyer, R. S.1974. Cognitive Organization and Change: An Information Processing Approach. Potomac, MD: Erlbaum.
