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Published in: Social Indicators Research 2/2009

01-11-2009

Sample Heterogeneity and the Measurement Structure of the Multidimensional Students’ Life Satisfaction Scale

Authors: Richard Sawatzky, Pamela A. Ratner, Joy L. Johnson, Jacek A. Kopec, Bruno D. Zumbo

Published in: Social Indicators Research | Issue 2/2009

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Abstract

Several measurement assumptions were examined with the goal of assessing the validity of the Multidimensional Students’ Life Satisfaction Scale (MSLSS), a measure of adolescents’ satisfaction with their family, friends, living environment, school, self, and general quality of life. The data were obtained via a cross-sectional survey of 8,225 adolescents in British Columbia, Canada. Confirmatory factor and factor mixture analyses of ordinal data were used to examine the measurement assumptions. The adolescents did not respond to all the MSLSS items in a psychometrically equivalent manner. A correlated five-factor model for an abridged version of the MSLSS resulted in good fit when all negatively worded items and several positively worded items (the least invariant) were excluded. The abridged 18-item version of the MSLSS provides a promising alternative for the measurement of five life domains that are pertinent to adolescents’ quality of life.

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Literature
go back to reference Allison, P. D. (2002). Missing data. Thousand Oaks, CA: Sage. Allison, P. D. (2002). Missing data. Thousand Oaks, CA: Sage.
go back to reference Bandalos, D. L. (2002). The effects of item parceling on goodness-of-fit and parameter estimate bias in structural equation modeling. Structural Equation Modeling, 9, 78–102.CrossRef Bandalos, D. L. (2002). The effects of item parceling on goodness-of-fit and parameter estimate bias in structural equation modeling. Structural Equation Modeling, 9, 78–102.CrossRef
go back to reference Barnette, J. J. (2000). Effects of stem and Likert response option reversals on survey internal consistency: If you feel the need, there is a better alternative to using those negatively worded stems. Educational and Psychological Measurement, 60, 361–370.CrossRef Barnette, J. J. (2000). Effects of stem and Likert response option reversals on survey internal consistency: If you feel the need, there is a better alternative to using those negatively worded stems. Educational and Psychological Measurement, 60, 361–370.CrossRef
go back to reference Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13, 186–203.CrossRef Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13, 186–203.CrossRef
go back to reference Borgers, N., Hox, J., & Sikkel, D. (2004). Response effects in surveys on children and adolescents: The effect of number of response options, negative wording, and neutral mid-point. Quality & Quantity, 38, 17–33.CrossRef Borgers, N., Hox, J., & Sikkel, D. (2004). Response effects in surveys on children and adolescents: The effect of number of response options, negative wording, and neutral mid-point. Quality & Quantity, 38, 17–33.CrossRef
go back to reference Bradford, R., Rutherford, D. L., & John, A. (2002). Quality of life in young people: Ratings and factor structure of the Quality of Life Profile-Adolescent Version. Journal of Adolescence, 25, 261–274.CrossRef Bradford, R., Rutherford, D. L., & John, A. (2002). Quality of life in young people: Ratings and factor structure of the Quality of Life Profile-Adolescent Version. Journal of Adolescence, 25, 261–274.CrossRef
go back to reference Byrne, B. M. (1998). Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Mahwah, NJ: Lawrence Erlbaum. Byrne, B. M. (1998). Structural equation modeling with LISREL, PRELIS, and SIMPLIS: Basic concepts, applications, and programming. Mahwah, NJ: Lawrence Erlbaum.
go back to reference Campbell, A., Converse, P., & Rodgers, W. L. (1976). The quality of American life. New York: Sage. Campbell, A., Converse, P., & Rodgers, W. L. (1976). The quality of American life. New York: Sage.
go back to reference Cohen, A. S., & Bolt, D. M. (2005). A mixture model analysis of differential item functioning. Journal of Educational Measurement, 42, 133–148.CrossRef Cohen, A. S., & Bolt, D. M. (2005). A mixture model analysis of differential item functioning. Journal of Educational Measurement, 42, 133–148.CrossRef
go back to reference Dannerbeck, A., Casas, F., Sadurni, M., & Coenders, G. (Eds.). (2004). Quality-of-life research on children and adolescents (Vol. 23). Dordrecht: Kluwer. Dannerbeck, A., Casas, F., Sadurni, M., & Coenders, G. (Eds.). (2004). Quality-of-life research on children and adolescents (Vol. 23). Dordrecht: Kluwer.
go back to reference De Ayala, R. J., Seock, H., Stapleton, L. M., & Dayton, C. M. (2002). Differential item functioning: A mixture distribution conceptualization. International Journal of Testing, 2, 243.CrossRef De Ayala, R. J., Seock, H., Stapleton, L. M., & Dayton, C. M. (2002). Differential item functioning: A mixture distribution conceptualization. International Journal of Testing, 2, 243.CrossRef
go back to reference Drennan, J. (2003). Cognitive interviewing: Verbal data in the design and pretesting of questionnaires. Journal of Advanced Nursing, 42, 57–63.CrossRef Drennan, J. (2003). Cognitive interviewing: Verbal data in the design and pretesting of questionnaires. Journal of Advanced Nursing, 42, 57–63.CrossRef
go back to reference Drotar, D. (Ed.). (1998). Measuring health-related quality of life in children and adolescents: Implications for research and practice. Mahwah, NJ: Lawrence Erlbaum. Drotar, D. (Ed.). (1998). Measuring health-related quality of life in children and adolescents: Implications for research and practice. Mahwah, NJ: Lawrence Erlbaum.
go back to reference Edwards, J. R., & Bagozzi, R. P. (2000). On the nature and direction of relationships between constructs and measures. Psychological Methods, 5, 155–174.CrossRef Edwards, J. R., & Bagozzi, R. P. (2000). On the nature and direction of relationships between constructs and measures. Psychological Methods, 5, 155–174.CrossRef
go back to reference Edwards, T. C., Huebner, C. E., Connell, F. A., & Patrick, D. L. (2002). Adolescent quality of life, part I: Conceptual and measurement model. Journal of Adolescence, 25, 275–286.CrossRef Edwards, T. C., Huebner, C. E., Connell, F. A., & Patrick, D. L. (2002). Adolescent quality of life, part I: Conceptual and measurement model. Journal of Adolescence, 25, 275–286.CrossRef
go back to reference Edwards, T. C., Patrick, D. L., & Topolski, T. D. (2003). Quality of life of adolescents with perceived disabilities. Journal of Pediatric Psychology, 28, 233–241.CrossRef Edwards, T. C., Patrick, D. L., & Topolski, T. D. (2003). Quality of life of adolescents with perceived disabilities. Journal of Pediatric Psychology, 28, 233–241.CrossRef
go back to reference Enders, C. K. (2006). Analyzing structural equation models with missing data. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 313–342). Greenwich: Information Age Publishing. Enders, C. K. (2006). Analyzing structural equation models with missing data. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 313–342). Greenwich: Information Age Publishing.
go back to reference Fayers, P., & Machin, D. (2007). Quality of life: The assessment, analysis and interpretation of patient-reported outcomes. Chichester, West Sussex: Wiley. Fayers, P., & Machin, D. (2007). Quality of life: The assessment, analysis and interpretation of patient-reported outcomes. Chichester, West Sussex: Wiley.
go back to reference Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in structural equation modeling. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 269–314). Greenwich: Information Age Publishing. Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in structural equation modeling. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 269–314). Greenwich: Information Age Publishing.
go back to reference Fletcher, R., & Hattie, J. (2005). Gender differences in physical self-concept: A multidimensional differential item functioning analysis. Educational and Psychological Measurement, 65, 657–667.CrossRef Fletcher, R., & Hattie, J. (2005). Gender differences in physical self-concept: A multidimensional differential item functioning analysis. Educational and Psychological Measurement, 65, 657–667.CrossRef
go back to reference Flora, D. B., & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9, 466–491.CrossRef Flora, D. B., & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9, 466–491.CrossRef
go back to reference Gilman, R. (1999). Validation of the Multidimensional Students’ Life Satisfaction Scale with adolescents. Dissertation Abstracts International, 60(04), 1901B. Gilman, R. (1999). Validation of the Multidimensional Students’ Life Satisfaction Scale with adolescents. Dissertation Abstracts International, 60(04), 1901B.
go back to reference Gilman, R., & Ashby, J. S. (2003). A first study of perfectionism and multidimensional life satisfaction among adolescents. Journal of Early Adolescence, 23, 218–235.CrossRef Gilman, R., & Ashby, J. S. (2003). A first study of perfectionism and multidimensional life satisfaction among adolescents. Journal of Early Adolescence, 23, 218–235.CrossRef
go back to reference Gilman, R., Huebner, E. S., & Laughlin, J. E. (2000). A first study of the Multidimensional Students’ Life Satisfaction Scale with adolescents. Social Indicators Research, 52, 135–160.CrossRef Gilman, R., Huebner, E. S., & Laughlin, J. E. (2000). A first study of the Multidimensional Students’ Life Satisfaction Scale with adolescents. Social Indicators Research, 52, 135–160.CrossRef
go back to reference Greenspoon, P. J., & Saklofske, D. H. (1997). Validity and reliability of the Multidimensional Students’ Life Satisfaction Scale with Canadian children. Journal of Psychoeducational Assessment, 15, 138–155.CrossRef Greenspoon, P. J., & Saklofske, D. H. (1997). Validity and reliability of the Multidimensional Students’ Life Satisfaction Scale with Canadian children. Journal of Psychoeducational Assessment, 15, 138–155.CrossRef
go back to reference Greenspoon, P. J., & Saklofske, D. H. (1998). Confirmatory factor analysis of the Multidimensional Students’ Life Satisfaction Scale. Personality and Individual Differences, 25, 965–971.CrossRef Greenspoon, P. J., & Saklofske, D. H. (1998). Confirmatory factor analysis of the Multidimensional Students’ Life Satisfaction Scale. Personality and Individual Differences, 25, 965–971.CrossRef
go back to reference Hagenaars, J. A., & McCutcheon, A. L. (2002). Applied latent class analysis. Cambridge, NY: Cambridge University Press. Hagenaars, J. A., & McCutcheon, A. L. (2002). Applied latent class analysis. Cambridge, NY: Cambridge University Press.
go back to reference Harter, S. (1999). The construction of the self: A developmental perspective. New York: Guilford. Harter, S. (1999). The construction of the self: A developmental perspective. New York: Guilford.
go back to reference Hinds, P. S., & Haase, J. (2003). Quality of life in children and adolescents with cancer. In C. R. King & P. S. Hinds (Eds.), Quality of life from nursing and patient perspectives: Theory, research, practice (2nd ed., pp. 143–168). Sudbury, MA: Jones and Bartlett. Hinds, P. S., & Haase, J. (2003). Quality of life in children and adolescents with cancer. In C. R. King & P. S. Hinds (Eds.), Quality of life from nursing and patient perspectives: Theory, research, practice (2nd ed., pp. 143–168). Sudbury, MA: Jones and Bartlett.
go back to reference 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. 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.
go back to reference Huebner, E. S. (1994). Preliminary development and validation of a multidimensional life satisfaction scale for children. Psychological Assessment, 6, 149–158.CrossRef Huebner, E. S. (1994). Preliminary development and validation of a multidimensional life satisfaction scale for children. Psychological Assessment, 6, 149–158.CrossRef
go back to reference Huebner, E. S. (1997). Life satisfaction and happiness. In G. Bear, K. Minke, & A. Thomas (Eds.), Children’s needs-II (pp. 271–278). Silver Springs, MD: National Association of School Psychologists. Huebner, E. S. (1997). Life satisfaction and happiness. In G. Bear, K. Minke, & A. Thomas (Eds.), Children’s needs-II (pp. 271–278). Silver Springs, MD: National Association of School Psychologists.
go back to reference Huebner, E. S., & Gilman, R. (2002). An introduction to the Multidimensional Students’ Life Satisfaction Scale. Social Indicators Research, 60, 115–122.CrossRef Huebner, E. S., & Gilman, R. (2002). An introduction to the Multidimensional Students’ Life Satisfaction Scale. Social Indicators Research, 60, 115–122.CrossRef
go back to reference Huebner, E. S., Laughlin, J. E., Ash, C., & Gilman, R. (1998). Further validation of the Multidimensional Students’ Life Satisfaction Scale. Journal of Psychoeducational Assessment, 16, 118–134.CrossRef Huebner, E. S., Laughlin, J. E., Ash, C., & Gilman, R. (1998). Further validation of the Multidimensional Students’ Life Satisfaction Scale. Journal of Psychoeducational Assessment, 16, 118–134.CrossRef
go back to reference Huebner, E. S., Nagle, R. J., & Suldo, S. (2003). Quality of life assessment in child and adolescent health care: The Multidimensional Students’ Life Satisfaction Scale (MSLSS). Social Indicators Research Series: Advances in Quality-of-Life Theory and Research, 20, 179–189. Huebner, E. S., Nagle, R. J., & Suldo, S. (2003). Quality of life assessment in child and adolescent health care: The Multidimensional Students’ Life Satisfaction Scale (MSLSS). Social Indicators Research Series: Advances in Quality-of-Life Theory and Research, 20, 179–189.
go back to reference Huebner, E. S., Valois, R. F., Suldo, S. M., Smith, L. C., McKnight, C. G., Seligson, J. L., et al. (2004). Perceived quality of life: A neglected component of adolescent health assessment and intervention. Journal of Adolescent Health, 34, 270–278. Huebner, E. S., Valois, R. F., Suldo, S. M., Smith, L. C., McKnight, C. G., Seligson, J. L., et al. (2004). Perceived quality of life: A neglected component of adolescent health assessment and intervention. Journal of Adolescent Health, 34, 270–278.
go back to reference Jöreskog, K. G. (1990). New developments in LISREL: Analysis of ordinal variables using polychoric correlations and weighted least squares. Quality & Quantity, 24, 387.CrossRef Jöreskog, K. G. (1990). New developments in LISREL: Analysis of ordinal variables using polychoric correlations and weighted least squares. Quality & Quantity, 24, 387.CrossRef
go back to reference Jöreskog, K. G., & Moustaki, I. (2001). Factor analysis of ordinal variables: A comparison of three approaches. Multivariate Behavioral Research, 36, 347–387.CrossRef Jöreskog, K. G., & Moustaki, I. (2001). Factor analysis of ordinal variables: A comparison of three approaches. Multivariate Behavioral Research, 36, 347–387.CrossRef
go back to reference Kaplan, R. M. (1998). Implication of quality of life assessment in public policy for adolescent health. In D. Drotar (Ed.), Measuring health-related quality of life in children and adolescents (pp. 63–84). Mahwah, NJ: Lawrence Erlbaum. Kaplan, R. M. (1998). Implication of quality of life assessment in public policy for adolescent health. In D. Drotar (Ed.), Measuring health-related quality of life in children and adolescents (pp. 63–84). Mahwah, NJ: Lawrence Erlbaum.
go back to reference Koot, H. M., & Wallander, J. L. (2001). Quality of life in child and adolescent illness: Concepts, methods and findings. Hove, East Sussex: Brunner-Routledge. Koot, H. M., & Wallander, J. L. (2001). Quality of life in child and adolescent illness: Concepts, methods and findings. Hove, East Sussex: Brunner-Routledge.
go back to reference Lee, S. J., Song, X., Skevington, S., & Hao, Y. T. (2005). Application of structural equation models to quality of life. Structural Equation Modeling, 12, 435–453.CrossRef Lee, S. J., Song, X., Skevington, S., & Hao, Y. T. (2005). Application of structural equation models to quality of life. Structural Equation Modeling, 12, 435–453.CrossRef
go back to reference Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173.CrossRef Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173.CrossRef
go back to reference Lubke, G. H., & Muthén, B. (2005). Investigating population heterogeneity with factor mixture models. Psychological Methods, 10, 21–39.CrossRef Lubke, G. H., & Muthén, B. (2005). Investigating population heterogeneity with factor mixture models. Psychological Methods, 10, 21–39.CrossRef
go back to reference Magidson, J., & Vermunt, J. K. (2004). Latent class models. In D. Kaplan (Ed.), The Sage handbook of quantitative methodology for the social sciences (pp. 175–195). Thousand Oaks, CA: Sage. Magidson, J., & Vermunt, J. K. (2004). Latent class models. In D. Kaplan (Ed.), The Sage handbook of quantitative methodology for the social sciences (pp. 175–195). Thousand Oaks, CA: Sage.
go back to reference Marsh, H. W. (1986). Negative item bias in ratings scales for preadolescent children: A cognitive-developmental phenomenon. Developmental Psychology, 22, 37–49.CrossRef Marsh, H. W. (1986). Negative item bias in ratings scales for preadolescent children: A cognitive-developmental phenomenon. Developmental Psychology, 22, 37–49.CrossRef
go back to reference Marsh, H. W. (1996). Positive and negative global self-esteem: A substantively meaningful distinction or artifactors? Journal of Personality and Social Psychology, 70, 810–819.CrossRef Marsh, H. W. (1996). Positive and negative global self-esteem: A substantively meaningful distinction or artifactors? Journal of Personality and Social Psychology, 70, 810–819.CrossRef
go back to reference 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, 11, 320–341.CrossRef 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, 11, 320–341.CrossRef
go back to reference McDonald, R. P., & Ho, M. H. R. (2002). Principles and practice in reporting structural equation analyses. Psychological Methods, 7, 64–82.CrossRef McDonald, R. P., & Ho, M. H. R. (2002). Principles and practice in reporting structural equation analyses. Psychological Methods, 7, 64–82.CrossRef
go back to reference Michalos, A. C. (1985). Multiple discrepancies theory (MDT). Social Indicators Research (Historical Archive), 16, 347–413.CrossRef Michalos, A. C. (1985). Multiple discrepancies theory (MDT). Social Indicators Research (Historical Archive), 16, 347–413.CrossRef
go back to reference Millsap, R. E., & Yun-Tein, J. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research, 39, 479.CrossRef Millsap, R. E., & Yun-Tein, J. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research, 39, 479.CrossRef
go back to reference Moors, G. (2003). Diagnosing response style behavior by means of a latent-class factor approach. Socio-demographic correlates of gender role attitudes and perceptions of ethnic discrimination reexamined. Quality & Quantity, 37, 277–302.CrossRef Moors, G. (2003). Diagnosing response style behavior by means of a latent-class factor approach. Socio-demographic correlates of gender role attitudes and perceptions of ethnic discrimination reexamined. Quality & Quantity, 37, 277–302.CrossRef
go back to reference Muthén, B., & Muthén, L. K. (2006). MPlus (version 4.2). Los Angeles: Statmodel. Muthén, B., & Muthén, L. K. (2006). MPlus (version 4.2). Los Angeles: Statmodel.
go back to reference Nasser, F. (2003). The effect of using item parcels on ad hoc goodness-of-fit indexes in confirmatory factor analysis: An example using Sarason’s reactions to tests. Applied Measurement in Education, 16, 75–97.CrossRef Nasser, F. (2003). The effect of using item parcels on ad hoc goodness-of-fit indexes in confirmatory factor analysis: An example using Sarason’s reactions to tests. Applied Measurement in Education, 16, 75–97.CrossRef
go back to reference Nordenfelt, L. (1993). Quality of life, health and happiness. Aldershot: Avebury. Nordenfelt, L. (1993). Quality of life, health and happiness. Aldershot: Avebury.
go back to reference Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). New York: McGraw-Hill. Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). New York: McGraw-Hill.
go back to reference Nylund, K. L., Asparouhov, T., & Muthén, B. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14, 535–569. Nylund, K. L., Asparouhov, T., & Muthén, B. (2007). Deciding on the number of classes in latent class analysis and growth mixture modeling: A Monte Carlo simulation study. Structural Equation Modeling, 14, 535–569.
go back to reference Park, N. S. (2000). Life satisfaction of school age children: Cross-cultural and cross-developmental comparisons. Dissertation Abstracts International, 62(02), 1118B. Park, N. S. (2000). Life satisfaction of school age children: Cross-cultural and cross-developmental comparisons. Dissertation Abstracts International, 62(02), 1118B.
go back to reference Park, N. S., Huebner, E. S., Laughlin, J. E., Valois, R. F., & Gilman, R. (2004). A cross-cultural comparison of the dimensions of child and adolescent life satisfaction reports. Social Indicators Research, 66, 61–79.CrossRef Park, N. S., Huebner, E. S., Laughlin, J. E., Valois, R. F., & Gilman, R. (2004). A cross-cultural comparison of the dimensions of child and adolescent life satisfaction reports. Social Indicators Research, 66, 61–79.CrossRef
go back to reference Raphael, D. (1996). Determinants of health of North-American adolescents: Evolving definitions, recent findings, and proposed research agenda. Journal of Adolescent Health, 19, 6–16.CrossRef Raphael, D. (1996). Determinants of health of North-American adolescents: Evolving definitions, recent findings, and proposed research agenda. Journal of Adolescent Health, 19, 6–16.CrossRef
go back to reference Raphael, D., Brown, I., Rukholm, E., & Hill-Bailey, P. (1996). Adolescent health: Moving from prevention to promotion through a quality of life approach. Canadian Journal of Public Health, 87, 81–83. Raphael, D., Brown, I., Rukholm, E., & Hill-Bailey, P. (1996). Adolescent health: Moving from prevention to promotion through a quality of life approach. Canadian Journal of Public Health, 87, 81–83.
go back to reference Rapley, M. (2003). Quality of life research: A critical introduction. Thousand Oaks, CA: Sage. Rapley, M. (2003). Quality of life research: A critical introduction. Thousand Oaks, CA: Sage.
go back to reference Richardson, C. G., Johnson, J. L., Ratner, P. A., Zumbo, B. D., Bottorff, J. L., Shoveller, J. A., et al. (2007). Validation of the dimensions of tobacco dependence scale for adolescents. Addictive Behaviors, 32(7), 1498–1504.CrossRef Richardson, C. G., Johnson, J. L., Ratner, P. A., Zumbo, B. D., Bottorff, J. L., Shoveller, J. A., et al. (2007). Validation of the dimensions of tobacco dependence scale for adolescents. Addictive Behaviors, 32(7), 1498–1504.CrossRef
go back to reference Rigdon, E. E., & Ferguson, C. E., Jr. (1991). The performance of the polychoric correlation coefficient and selected fitting functions in confirmatory factor analysis with ordinal data. Journal of Marketing Research, 28, 491–497.CrossRef Rigdon, E. E., & Ferguson, C. E., Jr. (1991). The performance of the polychoric correlation coefficient and selected fitting functions in confirmatory factor analysis with ordinal data. Journal of Marketing Research, 28, 491–497.CrossRef
go back to reference Rosenberg, M. (1989). Society and the adolescent self-image (Rev. ed.). Middletown, CT: Wesleyan University Press. Rosenberg, M. (1989). Society and the adolescent self-image (Rev. ed.). Middletown, CT: Wesleyan University Press.
go back to reference Samuelsen, K. M. (2008). Examining differential item functioning from a latent mixture perspective. In G. R. Hancock & K. M. Samuelsen (Eds.), Latent variable mixture models (pp. 177–198). Charlotte, NC: Information Age Publishing. Samuelsen, K. M. (2008). Examining differential item functioning from a latent mixture perspective. In G. R. Hancock & K. M. Samuelsen (Eds.), Latent variable mixture models (pp. 177–198). Charlotte, NC: Information Age Publishing.
go back to reference SAS Institute. (2005). Statistical analysis software (version 9.2). Cary, NC: SAS Institute. SAS Institute. (2005). Statistical analysis software (version 9.2). Cary, NC: SAS Institute.
go back to reference Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling (2nd ed.). Mahwah, NJ: Lawrence Erlbaum. Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling (2nd ed.). Mahwah, NJ: Lawrence Erlbaum.
go back to reference Spieth, L. E., & Harris, C. V. (1996). Assessment of health-related quality of life in children and adolescents: An integrative review. Journal of Pediatric Psychology, 21, 175–193.CrossRef Spieth, L. E., & Harris, C. V. (1996). Assessment of health-related quality of life in children and adolescents: An integrative review. Journal of Pediatric Psychology, 21, 175–193.CrossRef
go back to reference Steenkamp, J., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25, 78–90.CrossRef Steenkamp, J., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25, 78–90.CrossRef
go back to reference Tomas, J. M., & Oliver, A. (1999). Rosenberg’s Self-Esteem Scale: Two factors or method effects. Structural Equation Modeling, 6, 84.CrossRef Tomas, J. M., & Oliver, A. (1999). Rosenberg’s Self-Esteem Scale: Two factors or method effects. Structural Equation Modeling, 6, 84.CrossRef
go back to reference Topolski, T. D., Edwards, T. C., & Patrick, D. L. (2004). Toward youth self-report of health and quality of life in population monitoring. Ambulatory Pediatrics, 4, 387–394.CrossRef Topolski, T. D., Edwards, T. C., & Patrick, D. L. (2004). Toward youth self-report of health and quality of life in population monitoring. Ambulatory Pediatrics, 4, 387–394.CrossRef
go back to reference Topolski, T. D., Patrick, D. L., Edwards, T. C., Huebner, C. E., Connell, F. A., & Mount, K. K. (2001). Quality of life and health-risk behaviors among adolescents. Journal of Adolescent Health, 29, 426–435.CrossRef Topolski, T. D., Patrick, D. L., Edwards, T. C., Huebner, C. E., Connell, F. A., & Mount, K. K. (2001). Quality of life and health-risk behaviors among adolescents. Journal of Adolescent Health, 29, 426–435.CrossRef
go back to reference Tu, A. W., Ratner, P. A., & Johnson, J. L. (2008). Gender differences in the correlates of adolescents’ cannabis use. Substance Use and Misuse, 43, 1438–1463.CrossRef Tu, A. W., Ratner, P. A., & Johnson, J. L. (2008). Gender differences in the correlates of adolescents’ cannabis use. Substance Use and Misuse, 43, 1438–1463.CrossRef
go back to reference Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3, 4–69.CrossRef Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3, 4–69.CrossRef
go back to reference Veenhoven, R. (2000). The four qualities of life. Journal of Happiness Studies, 1, 1–39.CrossRef Veenhoven, R. (2000). The four qualities of life. Journal of Happiness Studies, 1, 1–39.CrossRef
go back to reference Viswanathan, M. (2005). Measurement error and research design. Thousand Oaks, CA: Sage. Viswanathan, M. (2005). Measurement error and research design. Thousand Oaks, CA: Sage.
go back to reference Wallander, J. L., Schmitt, M., & Koot, H. M. (2001). Quality of life measurement in children and adolescents: Issues, instruments, and applications. Journal of Clinical Psychology, 57, 571–585.CrossRef Wallander, J. L., Schmitt, M., & Koot, H. M. (2001). Quality of life measurement in children and adolescents: Issues, instruments, and applications. Journal of Clinical Psychology, 57, 571–585.CrossRef
go back to reference Yu, C. Y. (2002). Evaluating cutoff criteria of model fit indices for latent variable models with binary and continuous outcomes. Dissertation Abstracts International, 63(10), 3527B. Yu, C. Y. (2002). Evaluating cutoff criteria of model fit indices for latent variable models with binary and continuous outcomes. Dissertation Abstracts International, 63(10), 3527B.
go back to reference Zumbo, B. D. (2007a). Validity: Foundational issues and statistical methodology. In C. R. Rao & S. Sinharay (Eds.), Handbook of statistics (Psychometrics) (Vol. 26, pp. 45–79). Amsterdam: Elsevier. Zumbo, B. D. (2007a). Validity: Foundational issues and statistical methodology. In C. R. Rao & S. Sinharay (Eds.), Handbook of statistics (Psychometrics) (Vol. 26, pp. 45–79). Amsterdam: Elsevier.
go back to reference Zumbo, B. D. (2007b). Three generations of DIF analyses: Considering where it has been, where it is now, and where it is going. Language Assessment Quarterly, 4(2), 223–233. Zumbo, B. D. (2007b). Three generations of DIF analyses: Considering where it has been, where it is now, and where it is going. Language Assessment Quarterly, 4(2), 223–233.
go back to reference Zumbo, B. D., Gadermann, A. M., & Zeisser, C. (2007). Ordinal versions of coefficients alpha and theta for Likert rating scales. Journal of Modern Applied Statistical Methods, 6, 21–29. Zumbo, B. D., Gadermann, A. M., & Zeisser, C. (2007). Ordinal versions of coefficients alpha and theta for Likert rating scales. Journal of Modern Applied Statistical Methods, 6, 21–29.
Metadata
Title
Sample Heterogeneity and the Measurement Structure of the Multidimensional Students’ Life Satisfaction Scale
Authors
Richard Sawatzky
Pamela A. Ratner
Joy L. Johnson
Jacek A. Kopec
Bruno D. Zumbo
Publication date
01-11-2009
Publisher
Springer Netherlands
Published in
Social Indicators Research / Issue 2/2009
Print ISSN: 0303-8300
Electronic ISSN: 1573-0921
DOI
https://doi.org/10.1007/s11205-008-9423-4

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