Evidence map›Paper›PMID 37790187›Full record

ArticleImplementation research and practice

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

Nayoung Kwon, Rebecca E Stewart, Xi Wang, Jacob S Marzalik, Lynn F Bufka, Raquel W Halfond, Jonathan Purtle

Open access · goldAbstract read
In one paragraph

Article in Implementation research and practice. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.4field-weighted citation impact, top 32% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 citations in OpenAlex.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 1 country.

Nayoung KwonDepartment of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, MA, USA.ORCID https://orcid.org/0000-0001-6987-242X
Rebecca E StewartDepartment of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Xi WangPolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jacob S MarzalikOffice of Practice Transformation and Quality, Practice Directorate, American Psychological Association, Washington, DC, USA.ORCID https://orcid.org/0000-0001-7716-4271
Lynn F BufkaOffice of Practice Transformation and Quality, Practice Directorate, American Psychological Association, Washington, DC, USA.
Raquel W HalfondOffice of Practice Transformation and Quality, Practice Directorate, American Psychological Association, Washington, DC, USA.
Jonathan PurtleDepartment of Public Health Policy and Management, New York University School of Global Public Health, New York, NY, USA.
American Psychological Association · USChildren's Hospital of Philadelphia · USHarvard University · USNew York University · USUniversity of Pennsylvania · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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; 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.

Indexed as

audience segmentationdissemination researchevidence-basedhealth care providerlatent class analysismental health workforcepractice guidelines

Identifiers

PMID37790187
PMCPMC10331216
OpenAlexW4383562732

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.