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Development of WRRL: A New Computerized Measure of the Reflecting/Reorganizing Function

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Abstract

Reflecting/Reorganizing (R/R) is one of the three functions described by Bucci (Overview of the referential process: the operation of language within and between people, 2021a) as part of the referential process. The Weighted Referential Activity Dictionary (WRAD) was previously developed to model the Symbolizing function of the referential process. This paper presents the development of the Weighted Reflecting Reorganizing List (WRRL) as a model of the R/R function. The basic premise of this approach is that by rating segments of text rather than individual words, and using a word by word weighting procedure designed for this purpose, it is possible to identify the nature of the language style that is connected with particular degrees of involvement in the psychological process being modeled. Starting with a brief description of the R/R function, an iterative process was applied that resulted in a clear scoring manual for the R/R function. The method of developing the dictionary is described, a study providing validation for the measure is presented, and the nature of the language style used to express the R/R function is discussed. As was described for the WRAD, the language style of the WRRL was found to involve use of particular function words, applicable across a wide range of contents.

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Notes

  1. A high degree of inter-rater reliability was found using intra-class correlation coefficient two-way mixed effects model with consistency definition (N = 146). The average measure ICC was 0.800 with a 95% confidence interval from 0.722 to 0.855 (F(145, 145) = 4.990, p < 0.001).

  2. Throughout this paper, the term correlation is used to refer to the Pearson correlation coefficient.

  3. The procedure used in assigning these weights is described in detail in the forthcoming monograph by Maskit, The DAAP Technical Manual (2020 version); see also www.thereferentialprocess.org.

  4. As shown in Tables II and III below, power is defined as the product: 100 × frequency × dictionary weight, where the dictionary weights in each dictionary have been rescaled to lie between − 1 and + 1.

  5. This and subsequent definitions quoted in this paragraph are cited from Wikipedia. Also see Pustet (2003).

References

  • Bucci, W. (2021a). Overview of the referential process: The operation of language within and between people. Journal of Psycholinguistic Research. https://doi.org/10.1007/s10936-021-09759-2.

    Article  PubMed  Google Scholar 

  • Bucci, W. (2021b). Development and validation of measures of Referential Activity. Journal of Psycholinguistic Research. https://doi.org/10.1007/s10936-021-09760-9.

    Article  PubMed  Google Scholar 

  • Bucci, W., & Crisafulli, G. (2021). Linguistic measures of the therapeutic process in Carl Rogers’s Case of Miss Vib. Journal of Psycholinguistic Research. https://doi.org/10.1007/s10936-021-09769-0.

    Article  PubMed  Google Scholar 

  • Bucci, W., Kabasakalian-McKay, R., & the RA Research Group. (1992). Instructions for scoring Referential Activity (RA) in transcripts of spoken narrative texts. Ulm: Ulmer Textbank.

    Google Scholar 

  • Bucci, W., & Maskit, B. (2006). A weighted dictionary for referential activity. In J. G. Shanahan, Y. Qu, & J. Wiebe (Eds.), Computing attitude and affect in text: Theory and applications (Vol. 20). Berlin/Heidelberg: Springer. https://doi.org/10.1007/1-4020-4102-0.

    Chapter  Google Scholar 

  • Bucci, W., Maskit, B., & Murphy, S. (2016). Connecting emotions and words: The referential process. Phenomenology and Cognitive Science, 15(3), 359–383. https://doi.org/10.1007/s11097-015-9417-z.

    Article  Google Scholar 

  • Bucci, W., & McKay, R. K. (2014). Manual for Scoring RA Scales. (Original publication, 1992). figshare. https://doi.org/10.6084/m9.figshare.962956.

  • Kingsley, G. (2009). The clinical validation of measures of the Referential Process. Ph.D. dissertation, Adelphi University, The Institute of Advanced Psychological Studies, United States, New York. Retrieved September 3, 2010, from Dissertations & Theses at Adelphi University (Publication No. AAT 3377938).

  • Maskit, B. (2021). Overview of computer measures of the referential process. Journal of Psycholinguistic Research. https://doi.org/10.1007/s10936-021-09761-8.

    Article  PubMed  Google Scholar 

  • Mergenthaler, E. (1996). Emotion–abstraction patterns in verbatim protocols: A new way of describing psychotherapeutic processes. Journal of Consulting and Clinical Psychology, 64, 1306–1318.

    Article  Google Scholar 

  • Mergenthaler, E., & Bucci, W. (1999). Linking verbal and non-verbal representations: Computer analysis of referential activity. British Journal of Medical Psychology. https://doi.org/10.1348/000711299160040.

    Article  Google Scholar 

  • Negri, A., Esposito, G., Mariani, R., Savarese, M., Belotti, L., Squitieri, B., et al. (2018). The Italian weighted reflection and reorganizing list (I-WRRL); A new linguistic measure detecting the third phase of the referential process. Research in Psychotherapy: Psychopathology, Process and Outcome, 21(s1), 5–6.

    Google Scholar 

  • Pustet, R. (2003). Copulas: Universals in the categorization of the Lexicon. Oxford: Oxford University Press.

    Book  Google Scholar 

  • Rinker, T. W. (2018). Lexicon: Lexicon data. Buffalo, New York. Retrieved from http://github.com/trinker/lexicon.

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Zhou, Y., Maskit, B., Bucci, W. et al. Development of WRRL: A New Computerized Measure of the Reflecting/Reorganizing Function. J Psycholinguist Res 50, 51–64 (2021). https://doi.org/10.1007/s10936-021-09762-7

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