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Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies

BACKGROUND: Audience segmentation is an analysis technique that can identify meaningful subgroups within a population to inform the tailoring of dissemination strategies. We have conducted an empirical clustering audience segmentation study of licensed psychologists using survey data about the sourc...

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Autores principales: Kwon, Nayoung, Stewart, Rebecca E., Wang, Xi, Marzalik, Jacob S., Bufka, Lynn F., Halfond, Raquel W., Purtle, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331216/
https://www.ncbi.nlm.nih.gov/pubmed/37790187
http://dx.doi.org/10.1177/26334895231185376
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author Kwon, Nayoung
Stewart, Rebecca E.
Wang, Xi
Marzalik, Jacob S.
Bufka, Lynn F.
Halfond, Raquel W.
Purtle, Jonathan
author_facet Kwon, Nayoung
Stewart, Rebecca E.
Wang, Xi
Marzalik, Jacob S.
Bufka, Lynn F.
Halfond, Raquel W.
Purtle, Jonathan
author_sort Kwon, Nayoung
collection PubMed
description BACKGROUND: Audience segmentation is an analysis technique that can identify meaningful subgroups within a population to inform the tailoring of dissemination strategies. We have conducted an empirical clustering audience segmentation study of licensed psychologists using survey data about the sources of knowledge they report most often consulting to guide their clinical decision-making. We identify meaningful subgroups within the population and inform the tailoring of dissemination strategies for evidence-based practice (EBP) materials. METHOD: Data come from a 2018–2019 web-based survey of licensed psychologists who were members of the American Psychological Association (APA; N = 518, response rate = 29.8%). Ten dichotomous variables assessed sources that psychologists regularly consult to inform clinical decision-making (e.g., colleagues, academic literature, and practice guidelines). We used latent class analysis to identify segments of psychologists who turn to similar sources and named each segment based on the segment's most salient characteristics. RESULTS: Four audience segments were identified: the No-guidelines (45% of psychologists), Research-driven (16%), Thirsty-for-knowledge (9%), and No-reviews (30%). The four segments differed not only in their preferred sources of knowledge, but also in the types of evidence-based posttraumatic stress disorder (PTSD) treatments they provide, their awareness and usage intention of the APA PTSD clinical practice guideline, and attitudes toward clinical practice guidelines. CONCLUSION: The results demonstrate that licensed psychologists are heterogeneous in terms of their knowledge-seeking behaviors and preferences for knowledge sources. The distinctive characteristics of these segments could guide the tailoring of dissemination materials and strategies to subsequently enhance the implementation of EBP among psychologists.
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spelling pubmed-103312162023-10-03 Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies Kwon, Nayoung Stewart, Rebecca E. Wang, Xi Marzalik, Jacob S. Bufka, Lynn F. Halfond, Raquel W. Purtle, Jonathan Implement Res Pract Original Empirical Research BACKGROUND: Audience segmentation is an analysis technique that can identify meaningful subgroups within a population to inform the tailoring of dissemination strategies. We have conducted an empirical clustering audience segmentation study of licensed psychologists using survey data about the sources of knowledge they report most often consulting to guide their clinical decision-making. We identify meaningful subgroups within the population and inform the tailoring of dissemination strategies for evidence-based practice (EBP) materials. METHOD: Data come from a 2018–2019 web-based survey of licensed psychologists who were members of the American Psychological Association (APA; N = 518, response rate = 29.8%). Ten dichotomous variables assessed sources that psychologists regularly consult to inform clinical decision-making (e.g., colleagues, academic literature, and practice guidelines). We used latent class analysis to identify segments of psychologists who turn to similar sources and named each segment based on the segment's most salient characteristics. RESULTS: Four audience segments were identified: the No-guidelines (45% of psychologists), Research-driven (16%), Thirsty-for-knowledge (9%), and No-reviews (30%). The four segments differed not only in their preferred sources of knowledge, but also in the types of evidence-based posttraumatic stress disorder (PTSD) treatments they provide, their awareness and usage intention of the APA PTSD clinical practice guideline, and attitudes toward clinical practice guidelines. CONCLUSION: The results demonstrate that licensed psychologists are heterogeneous in terms of their knowledge-seeking behaviors and preferences for knowledge sources. The distinctive characteristics of these segments could guide the tailoring of dissemination materials and strategies to subsequently enhance the implementation of EBP among psychologists. SAGE Publications 2023-07-07 /pmc/articles/PMC10331216/ /pubmed/37790187 http://dx.doi.org/10.1177/26334895231185376 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Empirical Research
Kwon, Nayoung
Stewart, Rebecca E.
Wang, Xi
Marzalik, Jacob S.
Bufka, Lynn F.
Halfond, Raquel W.
Purtle, Jonathan
Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title_full Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title_fullStr Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title_full_unstemmed Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title_short Where do psychologists turn to inform clinical decisions? Audience segmentation to guide dissemination strategies
title_sort where do psychologists turn to inform clinical decisions? audience segmentation to guide dissemination strategies
topic Original Empirical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331216/
https://www.ncbi.nlm.nih.gov/pubmed/37790187
http://dx.doi.org/10.1177/26334895231185376
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