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High Impact Scales in Marketing: A Mathematical Equation for Evaluating the Impact of Popular Scales

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Organisational Flexibility and Competitiveness

Part of the book series: Flexible Systems Management ((FLEXSYS))

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Abstract

Decision making in any industry is heavily dependent on the availability of right measures and the appropriate tools arriving at the right measures. Scale development, therefore, is a very critical part of understanding and building knowledge in any subject.

Marketing instruments are often used in research without sufficient evidence of their reliability. Often new scales are developed for each single instance of study or application. Conflict and disagreement on the basic definition of the construct, further leads to little agreement about which pre-existing scale to use, or does a situation warrant the creation of a new scale altogether.

Study of popular marketing scales, their limitations and potential research directions to overcome those is the agenda of this study. The methodology used is exploratory research based on literature and secondary data, combined with expert opinion of practitioners from the industry. We understand what constitutes a high impact scale and what factors determine whether a scale is deemed high impact by practitioners. Discriminant Analysis is applied to arrive at the same.

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References

  • Aaker, D. A. (1996). Measuring brand equity across products and markets. California Management Review, 38(3), 102–120.

    Article  Google Scholar 

  • Aaker, J. L. (1997). Dimensions of brand personality. Journal of Marketing Research, XXXIV, 347–356.

    Google Scholar 

  • Aaker, J. L., & Lee, A. Y. (2001). “I” seek pleasures and “We” avoid pains: The role of self regulatory goals in information processing and persuasion. Journal of Consumer Research, 28(1), 33–49.

    Google Scholar 

  • Abratt, R., (1987). Advertising objectives of industrial marketers. International Journal of Advertising, 6(2), 121–132.

    Google Scholar 

  • Arora, R., & Stoner, C. (2009). A mixed method approach to understanding brand personality. Journal of Product & Brand Management, 18(4), 272–283.

    Article  Google Scholar 

  • Azoulay, A., & Kapferer, J-N. (2003). Do brand personality scales really measure brand personality? Journal of Brand Management, 11(2), 143–155.

    Google Scholar 

  • Bayraktaroglu, G., & Atrek, B. (2010). Testing the superiority and dimensionality of SERVQUAL vs. SERVPERF in higher education. Quality Management Journal, 17(1), 47–59.

    Google Scholar 

  • Beatty, S. E., Homer, P. M., & Kahle, L. R. (1988). Problems with VALS in international marketing research: An example from an application of the empirical mirror technique. In M. J. Houston (Ed.), Advances in consumer research (Vol. 15, pp. 375–380). Provo: Association for Consumer Research.

    Google Scholar 

  • Brown, G., Widing, R. E. II., & Coulter, R. L. (1991). Customer evaluation of retail salespeople utilizing the SOCO scale: A replication, extension, and application. Journal of the Academy of Marketing Science, 19(4), 347–351.

    Article  Google Scholar 

  • Bruner, G. C. II. (2003). Combating scale proliferation. Journal of Targeting, Measurement and Analysis for Marketing, 11(4), 362–372.

    Article  Google Scholar 

  • Caruana, A. (1999). An assessment of the dimensions and the stability of items in the MARKOR scale. Marketing Intelligence & Planning, 17(5), 248–253.

    Article  Google Scholar 

  • Churchill, G. A. Jr. (1979). A paradigm for developing better measures of marketing constructs. Journal of Marketing Research, XVI, 64–73.

    Google Scholar 

  • Colley, R. H. (1961). Defining advertising goals for measuring advertising results. New York: Association of Industrial Advertisers.

    Google Scholar 

  • Cox, E. P. III. (1980). The optimal number of response alternatives for a scale: A review. Journal of Marketing Research, XVII, 407–422.

    Google Scholar 

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

    Google Scholar 

  • Daniel, K., & Darby, D. N. (1997). A dual perspective of customer orientation: A modification, extension and application of the SOCO scale. International Journal of Service Industry Management, 8(2), 131.

    Article  Google Scholar 

  • Diamantopoulos, A. (2005). The C-OAR-SE procedure for scale development in marketing: A comment. International Journal of Research in Marketing, 22(1), 1–9.

    Article  Google Scholar 

  • Grace, D. (2005). Consumer disposition toward satisfaction (CDS): Scale development and validation, Journal of Marketing Theory and Practice, 13(2), 20–31.

    Google Scholar 

  • Gwin, C.F. & Gwin, C.R. (2003). Product attributes model: A tool for evaluating brand positioning, Journal of Marketing Theory and Practice, 11(2) 30–42.

    Google Scholar 

  • Han, J. K., Kim, N., & Srivastava, R. K. (1998). Market orientation and organizational performance: Is innovation a missing link? Journal of Marketing, 62(4), 30–45.

    Google Scholar 

  • Heere, B. (2010). A new approach to measure perceived brand personality associations among consumers. Sport Marketing Quarterly, 19(1), 17–24.

    Google Scholar 

  • Hinkin, T. R. (1995). A review of scale development practices in the study of organizations. Journal of Management, 21(5), 967–988.

    Article  Google Scholar 

  • Hosany, S., Ekinci, Y., & Uysal, M. (2007). Destination image and destination personality. International Journal of Culture, Tourism and Hospitality Research, 1(1), 62–81.

    Article  Google Scholar 

  • Huang, M. -H. (2008). The influence of selling behaviours on customer relationships in financial services. International Journal of Service Industry Management, 19(4), 458–473.

    Article  Google Scholar 

  • Jacoby, J. (1978). Consumer research: A state of the art review, Journal of Marketing, 42(2), 87–96.

    Google Scholar 

  • Jaramillo, F., Ladik, D. M., Marshall, G. W., & Mulki, J. P. (2007). A meta-analysis of the relationship between sales orientation–customer orientation (SOCO) and salesperson job performance. Journal of Business & Industrial Marketing, 22(5), 302–310.

    Article  Google Scholar 

  • Jaworski, B. J., & Kohli, A. K. (1993). Market orientation: Antecedents and consequences. Journal of Marketing, 57, 53–70.

    Article  Google Scholar 

  • Kahle, L. R. (1984). Attitudes and social adaptation: A person-situation interaction approach. Oxford: Pergamon.

    Google Scholar 

  • Kahle, L. R., Beatty, S. E., & Homer, P. (1986). Alternative measurement approaches to consumer values: The list of values (LOV) and values and life style (VALS). Journal of Consumer Research, 13, 405–409.

    Article  Google Scholar 

  • Kara, A. Spillan, J. E., & DeShields, O. W., Jr. (2005). The effect of a market orientation on business performance: A study of small-sized service retailers using MARKOR scale. Journal of Small Business Management, 43(2), 105–118.

    Article  Google Scholar 

  • Keller, K. L. (1993). Conceptualizing, measuring and managing customer-based brand equity. Journal of Marketing, 57, 1–22.

    Article  Google Scholar 

  • King, M.F. & Bruner, G.C. (2000). Social desirability bias: A neglected aspect of validity testing, Psychology & Marketing, 17(2), 79–103.

    Google Scholar 

  • Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions and managerial implications. Journal of Marketing, 54(2), 1–18.

    Google Scholar 

  • Kohli, A. K., Jaworski, B. J., & Kumar, A. (1993). MARKOR: A measure of market orientation. Journal of Marketing Research, XXX, 467–477.

    Google Scholar 

  • Kolliner, S. A. Jr. (1965). Measuring industrial advertising. Journal of Marketing, 29, 51–53.

    Article  Google Scholar 

  • Ladhari, R. (2008). Alternative measures of service quality: A review. Managing Service Quality, 18(1), 65–86.

    Article  Google Scholar 

  • Ladhari, R. (2009). A review of twenty years of SERVQUAL research. International Journal of Quality and Service Sciences, 1(2), 172–198.

    Article  Google Scholar 

  • Lichtenstein, D. R., Ridgway, N. M., & Netemeyer, R. G. (1993). Price perceptions and consumer shopping behavior: A field study. Journal of Marketing Research, XXX, 234–245.

    Google Scholar 

  • Lonial, S., Menezes, D., Tarim, M., Tatoglu, E., & Zaim, S. (2010). An evaluation of SERVQUAL and patient loyalty in an emerging country context. Total Quality Management, 21(8), 813–827.

    Article  Google Scholar 

  • Lundstrom, W. J., & Lamont, L. M. (1976). The development of a scale to measure consumer discontent. Journal of Marketing Research, XIII, 373–381.

    Google Scholar 

  • Marschner, D. C. (1971). DAGMAR revisited—eight years later. Journal of Advertising Research, 11(2), 27–33.

    Google Scholar 

  • Matsuno, K., Mentzer, J. T., & Rentz, J. O. (2000). A refinement and validation of the MARKOR scale. Journal of the Academy of Marketing Science, 28(4), 527–539.

    Article  Google Scholar 

  • McConnell, J. D. (1968). The development of brand loyalty: An experimental study. Journal of Marketing Research, V, 13–19.

    Google Scholar 

  • Nunnally, J. C. (1967). Psychometric theory. New York: McGraw-Hill.

    Google Scholar 

  • Nunnally, J. C. (1978). Psychometric theory. New York: McGraw-Hill.

    Google Scholar 

  • Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. The Journal of Marketing, 49(4), 41–50.

    Google Scholar 

  • Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.

    Google Scholar 

  • Periatt, J.A., LeMay, S.A., & Chakrabarty, S. (2004). The selling orientation-customer orientation (SOCO) scale: Cross-validation of the revised version, Journal of Personal Selling and Sales Management, 24(1), 49–54.

    Google Scholar 

  • Reynolds, T. J. (1985). Implications for value research: A macro vs. micro perspective. Psychology & Marketing, 2(4), 297–305.

    Article  Google Scholar 

  • Romaniuk, J. (2008). Comparing methods of measuring brand personality traits. Journal of Marketing Theory and Practice, 16(2), 153–161.

    Article  Google Scholar 

  • Rossiter, J. R. (2002). The C-OAR-SE procedure for scale development in marketing. International Journal of Research in Marketing, 19, 305–335.

    Article  Google Scholar 

  • Sachs, W. S. (1983). MBO in advertising. Review of Business, 5(1), 19–24.

    Google Scholar 

  • Saxe, R., & Weitz, B. A. (1982). The SOCO scale: A measure of the customer orientation of salespeople. Journal of Marketing Research, XIX, 343–351.

    Google Scholar 

  • Schlosser, F. K., & McNaughton, R. B. (2009). Using the I-MARKOR scale to identify market-oriented individuals in the financial services sector. Journal of Services Marketing, 23(4), 236–248.

    Article  Google Scholar 

  • Shih, D. (1986). VALS as a tool of tourism market research: The Pennsylvania experience. Journal of Travel Research, 24(4), 2–12.

    Article  Google Scholar 

  • Siguaw, J. A., Mattila, A., & Austin, J. R. (1999). The brand-personality scale: An application for restaurants (focus on food service). Cornell Hotel & Restaurant Administration Quarterly.

    Google Scholar 

  • Tadepalli, R., (1995). Measuring customer orientation of a salesperson: Modifications of the SOCO scale. Psychology & Marketing, 12(3), 177–187.

    Article  Google Scholar 

  • Tate, M., & Evermann, J. (2010). The end of ServQual in online services research: Where to from here? e-Service Journal, 7(1), 60–87.

    Article  Google Scholar 

  • Terblanche, N. S., & Boshoff, C. (2006). Improved scale development in marketing—an empirical illustration. International Journal of Market Research, 50(1), 105–119.

    Google Scholar 

  • Thomas, R.W., Soutar, G.N., & Ryan (2001). The selling orientation-customer orientation (S.O.C.O.) scale: A proposed short form, Journal of Personal Selling and Sales Management, 21(1), 63–69.

    Google Scholar 

  • Varela, J. A., & Rio, M. D. (2003). Market orientation behaviour: An empirical investigation using MARKOR. Market Intelligence & Planning, 21(1), 6–15.

    Article  Google Scholar 

  • Viswanathan, M., Bergen, M., Dutta, S., & Childers, T. (1996). Does a single response category in a scale completely capture a response? Psychology & Marketing, 13(5), 457–479.

    Article  Google Scholar 

  • Zeithaml, V. A. (1987). Defining and relating price, perceived quality, and perceived value.

    Google Scholar 

  • Zhao, Z., Bai, C., & Hui, Y. V. (2002). An empirical assessment and application of SERVQUAL in a Mainland Chinese department store. Total Quality Management, 13(2), 241–254.

    Article  Google Scholar 

  • Zotti, E. (1985). Thinking psychographically. Public Relations Journal, 41(5), 26–31.

    Google Scholar 

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Sehgal, P., Sagar, M. (2014). High Impact Scales in Marketing: A Mathematical Equation for Evaluating the Impact of Popular Scales. In: Nandakumar, M., Jharkharia, S., Nair, A. (eds) Organisational Flexibility and Competitiveness. Flexible Systems Management. Springer, New Delhi. https://doi.org/10.1007/978-81-322-1668-1_23

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