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Abstract

Use of basic MDS model is explained. Examples are provided. How the basic model is estimated is discussed, although readers can skip this part. Interpretation of results from basic MDS analysis is further explained, including decision on number of dimensionality.

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References

  • Bond, F., Hayes, S. C., Baer, R. A., Carpenter, K. M., Guenole, N., Orcutt, H. K., et al. (2011). Preliminary psychometric properties of the acceptance and action questionnaire–II: A revised measure of psychological inflexibility and experiential avoidance. Behavior Therapy, 42, 676–688.

    Article  Google Scholar 

  • Bond, F. W., & Bunce, D. (2003). The role of acceptance and job control in mental health, job satisfaction, and work performance. Journal of Applied Psychology, 88, 1057–1067.

    Article  Google Scholar 

  • Borkovec, T. D., Hazlett-Stevens, H., & Diaz, M. L. (1999). The role of positive beliefs about worry in generalized anxiety disorder and its treatment. Clinical Psychology and Psychotherapy, 6, 126–138.

    Article  Google Scholar 

  • Bühler, J., Keller, F., & Läge, D. (2014). Activation as an overlooked factor in the BDI–II: A factor model based on Core symptoms and qualitative aspects of depression. Psychological Assessment, Advance online publication. https://doi.org/10.1037/a0036755.

  • Chawla, N., & Ostafin, B. (2007). Experiential avoidance as a functional dimensional approach to psychopathology: An empirical review. Journal of Clinical Psychology, 63, 871–890. https://doi.org/10.1002/jclp.20400.

    Article  Google Scholar 

  • Cohen, A. (2008). The underlying structure of the Beck Depression Inventory II: A multidimensional scaling approach. Journal of Research in Personality, 42, 779–786. https://doi.org/10.1016/j.jrp.2007.09.007.

    Article  Google Scholar 

  • Data Theory Scaling System Group. (n.d.). PROXSCAL (Version 1.0). Leiden university. Netherlands: Faculty of Social and Behavioral Sciences.

    Google Scholar 

  • Davison, M. L. (1983). Multidimensional scaling. New York: Wiley.

    MATH  Google Scholar 

  • Gorsuch, R. L. (1983). Factor analysis (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates.

    MATH  Google Scholar 

  • Guttman, L. (1968). A general non-metric technique for finding the smallest co-ordinate space for a configuration of points. Psychometrika, 33, 469–506.

    Article  Google Scholar 

  • Hayes, S. C., Strosahl, K. D., Wilson, K. G., Bissett, R. T., Pistorello, J., Toarmino, D., et al. (2004). Measuring experiential avoidance: A preliminary test of a working model. Psychological Record, 54, 553–5878.

    Article  Google Scholar 

  • Kline, R. B. (2010). Principles and practice of structural equation modeling (2nd ed.). New York, NY: Guilford.

    MATH  Google Scholar 

  • Kruskal, J. B. (1964). Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika, 29, 1–27.

    Article  MathSciNet  Google Scholar 

  • Sibson, R. (1972). Order invariant methods for data analysis. Journal of Royal Statisical Society (B), 364, 311–349.

    MathSciNet  MATH  Google Scholar 

  • Wells, A., & Papageorgiou, C. (1995). Worry and the incubation of intrusive images following stress. Behaviour Research and Therapy, 33, 579–583.

    Article  Google Scholar 

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Ding, C.S. (2018). MDS Analysis Using Basic MDS Model. In: Fundamentals of Applied Multidimensional Scaling for Educational and Psychological Research. Springer, Cham. https://doi.org/10.1007/978-3-319-78172-3_5

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