Evidence map›Paper›PMID 41233874›Full record

ArticleBMC health services research2025

Visualized shared mental modeling: an adapted practical framework for interdisciplinary teams solving complex problems in healthcare.

Milan F Satcher, Asha L Dees, Joshua M Johnston, Amro M Farid, Inas S Khayal

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

5 authors.

Milan F SatcherDepartment of Community & Family Medicine, Dartmouth Health, Lebanon, NH, 03756, USA. milan.f.satcher@dartmouth.edu.ORCID http://orcid.org/0000-0002-0685-8484
Asha L DeesDartmouth College, Hanover, NH, 03755, USA.
Joshua M JohnstonDepartment of Systems Engineering, School of Engineering and Science, Stevens Institute of Technology, Hoboken, NJ, 07030, USA.
Amro M FaridDepartment of Systems Engineering, School of Engineering and Science, Stevens Institute of Technology, Hoboken, NJ, 07030, USA.
Inas S KhayalThe Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.ORCID http://orcid.org/0000-0001-8354-6006

Funding

Mentoring Emerging Scientists for Careers in Substance Use ResearchR25DA035163 · NIDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Carmen L Masson, Gideon St.Helen · 2014 to 2026
$4.6M
The Lifespan/Brown Criminal Justice Research Program on Substance Use and HIVR25DA037190 · NIDA · MIRIAM HOSPITAL · PI CURT G BECKWITH · 2014 to 2026
$3.5M
NIDA NIH HHS L30 DA056979NIDA NIH HHS R25 DA035163NIDA NIH HHS R25 DA037190
6 · The paper itself

Abstract

Healthcare systems and the scientific community are increasingly recognizing the need for multidisciplinary, inter-organizational perspectives and skill sets to tackle the most pressing challenges of our time to improve human health. However, as our approach to scientific inquiry is evolving, our methods of working across teams remain largely unchanged. Using a case example of a human-centered design project focused on improving care transitions during reentry to the community from incarceration, this paper details the importance and function of visualized shared mental models for multidisciplinary teams addressing complex multisystem problems. This paper contributes a practical framework for developing a stakeholder-validated, visualized shared mental model (vSMM). This framework provides a pragmatic process that enables multidisciplinary teams to develop shared understanding, navigate complexity, and coordinate effectively across systems. By describing both process and application, this paper provides a tool to enhance collaboration in health-oriented research, quality improvement, innovation, and implementation processes.

Indexed as

Interdisciplinary CommunicationPatient Care TeamCooperative BehaviorGroup DynamicsHumansCriminal legal systemsHuman-Centered designReentryShared mental modelSystems thinkingTeam scienceVisualization

Identifiers

PMID41233874
PMCPMC12613607

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.