Open AccessDevelopment and initial implementation of the Dynamic Assessment Treatment Algorithm (DATA)
Author(s) -
Katya C. Fernandez,
Aaron J. Fisher,
Cyrus Chi
Publication year - 2017
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0178806
Subject(s) - computer science , algorithm , dynamic factor , digitization , factor (programming language) , machine learning , dynamic assessment , modular design , data mining , artificial intelligence , psychology , mathematics , statistics , computer vision , programming language , operating system , developmental psychology
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.