This article examines the role of perceived importance of service elements, or importance weighting, in client satisfaction measures. Drawing on the debate over importance weighting in the life satisfaction literature, this article assesses the adequacy of and the need for importance weighting in client satisfaction measures. Based on a client satisfaction survey (N = 156), the current study explored (1) whether or not all service elements of homecare services were considered equally important, and (2) whether or not the relationships between overall satisfaction with homecare services and satisfaction with various service elements of homecare services varied significantly across perceived importance of service elements. Findings showed that (1) not all service elements of homecare services were considered equally important, and (2) relationships between overall satisfaction with homecare services and satisfaction with various service elements of homecare services varied significantly across perceived importance of service elements. The findings support the incorporation of perceived importance of service elements into client satisfaction measures.
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Aberson, C. L. (2010). Applied power analysis for the behavioral sciences. New York: Psychology Press.
Andrews, F. M., & Withey, S. B. (1976). Social indicators of well-being: Americans’ perception of life quality. New York: Plenum Press.
Barrett, L. F. (2006). Valence is a basic building block of emotional life. Journal of Research in Personality, 40, 35–55.
Bollen, K. A., & Lennox, R. (1991). Conventional wisdom on measurement: A structural equation perspective. Psychological Bulletin, 110, 305–314.
Campbell, A., Converse, P. E., & Rogers, W. L. (1976). The quality of American life: Perceptions, evaluations, and satisfactions. New York: Russel Sage.
Carifio, L., & Perla, R. (2008). Resolving the 50-year debate around using and misusing Likert scales. Medical Education, 42, 1150–1152.
Chin, W. W., & Newsted, P. R. (1999). Structural equation modeling analysis with small samples using partial least squares. In R. H. Hole (Ed.), Statistical strategies for small sample research (pp. 307–341). Thousand Oaks: Sage.
Chou, S. C., Boldy, D. P., & Lee, A. H. (2001). Measuring resident satisfaction in residential aged care. The Gerontologist, 41, 623–631.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale: Lawrence Erlbaum.
Cohen, P., Cohen, J., Teresi, J., Marchi, M., & Velez, C. N. (1990). Problems in the measurement of latent variables in structural equations casual models. Applied Psychological Measurement, 14, 183–196.
Cummins, R. A. (1996). The domains of life satisfaction: An attempt to order chaos. Social Indicators Research, 38, 303–328.
Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95, 542–575.
Diener, E., Emmons, R. A., Larsen, R. J., & Griffin, S. (1985). The satisfaction with life scale. Journal of Personality Assessment, 49, 71–74.
Evans, M. G. (1991). The problem of analyzing multiplicative composites: Interactions revisited. American Psychologist, 46, 6–15.
Ferrans, C. E. (1990). Development of a quality of life index for patients with cancer. Oncology Nursing Forum, 17, 15–19.
Ferrans, C., & Powers, M. (1985). Quality of life index: Development and psychometric properties. Advances in Nursing Science, 8, 15–24.
Guardiola, J., & Picazo-Tadeo, A. J. (2014). Building weighted-domain composite indices of life satisfaction with data envelopment analysis. Social Indicators Research, 117, 257–274.
Hsieh, C. M. (2003). Counting importance: The case of life satisfaction and relative domain importance. Social Indicators Research, 61, 227–240.
Hsieh, C. M. (2004). Income and financial satisfaction among older adults in the United States. Social Indicators Research, 66, 249–266.
Hsieh, C. M. (2006). Using client satisfaction to improve case management services for the elderly. Research on Social Work Practice, 16, 605–612.
Hsieh, C. M. (2009). Importance counts: The role of relative importance of service elements in client satisfaction measures. Journal of Social Service Research, 35, 23–31.
Hsieh, C. M. (2012a). Incorporating perceived importance of service elements into client satisfaction measures. Research on Social Work Practice, 22, 93–99.
Hsieh, C. M. (2012b). Perceived importance of service elements in client satisfaction measures. Journal of Social Services Research, 38, 529–540.
Hsieh, C. M. (2012c). Should we give up domain importance weighting in QoL measures? Social Indicators Research, 108, 99–109.
Hsieh, C. M. (2013). Issues in evaluating importance weighting in quality of life measures. Social Indicators Research, 110, 681–693.
Hsieh, C. M. (2014). Beyond multiplication: Incorporating importance into client satisfaction measures. Research on Social Work Practice, 24, 470–476.
Hsieh, C. M. (2015). The often overlooked issue of statistical power: This and other issues regarding assessing importance weighting in quality of life measurements. Social Science Research, 50, 303–310.
Hsieh, C. M. (2016). Domain importance in subjective well-being measures. Social Indicators Research, 127, 777–792.
Hsieh, C. M., & Essex, E. (2006). Measuring client satisfaction among older adults and families. In B. Berkman (Ed.), Handbook of social work in health and aging (pp. 1009–1017). New York: Oxford University Press.
Hsieh, C. M., & Kenagy, G. P. (2014). Measuring quality of life: A case for re-examining the assessment of domain importance weighting. Applied Research in Quality of Life, 9, 63–77.
Inglehart, R. (1978). Value priorities, life satisfaction, and political dissatisfaction among western publics. Comparative Studies in Sociology, 1, 173–202.
Jamieson, S. (2004). Likert scales: How to (ab)use them. Medical Education, 38, 1212–1218.
Kuzon, W. M., Urbanchek, M. G., & McCabe, S. (1996). The seven deadly sins of statistical analysis. Annals of Plastic Surgery, 37, 265–272.
Lindell, M. K., & Whitney, D. J. (2001). Accounting for common method variance in cross-sectional designs. Journal of Applied Psychology, 83, 331–348.
Locke, E. A. (1969). What is job satisfaction? Organizational Behavior and Human Performance, 4, 309–336.
Locke, E. A. (1976). The nature and causes of job satisfaction. In M. D. Dunnette (Ed.), Handbook of industrial and organizational psychology (pp. 1297–1349). Chicago: Rand McNally.
Locke, E. A. (1984). Job satisfaction. In M. Gruneberg & T. Wall (Eds.), Social psychology and organizational behavior (pp. 93–117). London: Wiley.
Mastekaasa, A. (1984). Multiplicative and additive models of job and life satisfaction. Social Indicators Research, 14, 141–163.
McCullaugh, P. (1980). Regression models for ordinal data. Journal of the Royal Statistical Society: Series B, 42, 109–142.
McFarlin, D. B., Coster, E. A., Rice, R. W., & Coopper-Alison, T. (1995). Facet importance and job satisfaction: Another look at the range of affect hypothesis. Basic and Applied Social Psychology, 16, 489–502.
McFarlin, D. B., & Rice, R. W. (1992). The role of facet importance as a moderator in job satisfaction processes. Journal of Organizational Behavior, 13, 41–54.
Nguyen, T. D., Attkisson, C. C., & Stegner, B. L. (1983). Assessment of patient satisfaction: Development and refinement of a service evaluation questionnaire. Evaluation and Program Planning, 16, 109–118.
Norman, G. (2010). Likert scales, levels of measurement and the “laws” of statistics. Advances in Health Science Education, 15, 625–632.
Pell, G. (2005). Uses and misuses of Likert scales. Medical Education, 39, 97.
Philip, E. J., Merluzzi, T. V., Peterman, A., & Cronk, L. B. (2009). Measurement accuracy in assessing patient’s quality of life: To weight or not to weight domains of quality of life. Quality of Life Research, 18, 775–782.
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88, 879–903.
Reid, P. H., & Gundlach, J. H. (1983). A scale for the measurement of consumer satisfaction with social services. Journal of Social Service Research, 7, 37–54.
Rice, R. W., Gentile, D. A., & McFarlin, D. B. (1991a). Facet importance and job satisfaction. Journal of Applied Psychology, 76, 31–39.
Rice, R. W., Markus, K., Moyer, R. P., & McFarlin, D. B. (1991b). Facet importance and job satisfaction: Two experimental tests of Locke’s range of affect hypothesis. Journal of Applied Social Psychology, 21, 1977–1987.
Rojas, M. (2006). Life satisfaction and satisfaction in domains of life: Is it a simple relationship? Journal of Happiness Studies, 7, 467–497.
Ruggeri, M., & Greenfield, T. K. (1995). The Italian version of the service satisfaction scale (SSS-30) adapted for community based psychiatric patients: Development, factor analysis and application. Evaluation and Program Planning, 18, 191–202.
Russell, L. B., & Hubley, A. M. (2005). Importance ratings and weighting: Old concerns and new perspectives. International Journal of Testing, 5, 105–130.
Russell, L. B., Hubley, A. M., Palepu, A., & Zumbo, B. D. (2006). Does weighting capture what’s important? Revisiting subjective importance weighting with a quality of life measure. Social Indicators Research, 75, 146–167.
Ryff, C. D., & Essex, M. J. (1992). The interpretation of life experience and well-being: The sample case of relocation. Psychology and Aging, 7, 507–517.
Shadish, W. R., Cook, T. D., & Campbell, D. T. (2002). Experimental and quasi-experimental designs for generalized quasi-experimental inference (2nd ed.). New York: Houghton Mifflin.
Solomon, R. C., & Stone, L. D. (2002). On “positive” and “negative” emotions. Journal for the Theory of Social Behaviour, 32, 417–435.
Stevens, S. S. (1946). On the theory of scales of measurement. Science, 103(2684), 677–680.
Taylor, S. E., & Fiske, S. T. (1978). Salience, attention, and attribution: Top of the head phenomena. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 11, pp. 249–288). New York: Academic Press.
Taylor, S., & Thompson, S. (1982). Stalking the elusive vividness effect. Psychological Review, 89, 155–181.
Tiefenbach, T., & Kohlbacher, F. (2015). Individual differences in the relationship between domain satisfaction and happiness: The moderating role of domain importance. Personality and Individual Differences, 86, 82–87.
Williams, I. J., & Brown, B. K. (1994). Method variance in organizational behavior and human resources research: Effects on correlations, path coefficients, and hypothesis testing. Organizational Behavior and Human Decision Process, 57, 185–209.
Wu, C. H. (2008a). Can we weight satisfaction score with importance ranks across life domains? Social Indicators Research, 86, 468–480.
Wu, C. H. (2008b). Examining the appropriateness of importance weighting on satisfaction score from range-of-affect hypothesis: Hierarchical linear modeling for within-subject data. Social Indicators Research, 86, 101–111.
Wu, C. H., Chen, L. H., & Tsai, Y. M. (2009). Investigating importance weighting of satisfaction scores from a formative model with partial least squares analysis. Social Indicators Research, 90, 351–363.
Wu, C. H., & Yao, G. G. (2006a). Do we need to weight item satisfaction by item importance? A perspective from Locke’s range-of-affect hypothesis. Social Indicators Research, 79, 485–502.
Wu, C. H., & Yao, G. G. (2006b). Do we need to weight satisfaction scores with importance ratings in measuring quality of life? Social Indicators Research, 78, 305–326.
Wu, C. H., & Yao, G. G. (2007). Importance has been considered in satisfaction evaluation: An experimental examination of Locke’s range-of-affect hypothesis. Social Indicators Research, 81, 521–541.
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Hsieh, C. Importance Weighting in Client Satisfaction Measures: Lessons from the Life Satisfaction Literature. Soc Indic Res 138, 45–60 (2018). https://doi.org/10.1007/s11205-017-1664-7
- Client satisfaction
- Consumer satisfaction
- Measurement development