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Development and initial implementation of the Dynamic Assessment Treatment Algorithm (DATA)

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  • Katya C Fernandez
  • Aaron J Fisher
  • Cyrus Chi

Abstract

Given the recent increase in transdiagnostic research, it is important to discern how dimensional models of psychopathology could be used to guide personalized, dynamic assessment and treatment of symptoms. Using the person-specific approach described by Fisher (2015), we devised an initial 4-step algorithm for devising a treatment plan based on modular cognitive behavioral therapy using results obtained from within-person factor analyses and dynamic factor models. Then, we describe the improvement and digitization of the algorithm, termed Dynamic Assessment Treatment Algorithm (DATA). The development, structure, and clinical implications of DATA are discussed.

Suggested Citation

  • Katya C Fernandez & Aaron J Fisher & Cyrus Chi, 2017. "Development and initial implementation of the Dynamic Assessment Treatment Algorithm (DATA)," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-16, June.
    • Handle: RePEc:plo:pone00:0178806
    DOI: 10.1371/journal.pone.0178806
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    References listed on IDEAS

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    3. Peter Molenaar, 1985. "A dynamic factor model for the analysis of multivariate time series," Psychometrika, Springer;The Psychometric Society, vol. 50(2), pages 181-202, June.
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