Evidence map›Paper›PMID 42171008›Full record

ArticleComputers, informatics, nursing : CIN2026

Development and Usability of a Social Determinants of Health Dashboard in School-based Health.

Vera M Borkowski, Stacy Curry-Johnson, Mariann R Piano, Erin D Maughan, Alvin D Jeffery

Abstract read
In one paragraph

Article in Computers, informatics, nursing : CIN, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Vera M BorkowskiHealth & Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA.ORCID 0000-0002-9542-7554
Stacy Curry-JohnsonGIS Lab, Vanderbilt University, Nashville, TN.ORCID 0000-0002-1157-9519
Mariann R PianoNursing Science, Vanderbilt University School of Nursing, Nashville, TN.ORCID 0000-0003-4102-2073
Erin D MaughanSchool of Nursing, College of Public Health, George Mason University, Fairfax, VA.ORCID 0000-0002-0176-1499
Alvin D JefferyDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN.ORCID 0000-0003-2797-6508

Funding

Technology Research in Chronic & Critical IllnessT32NR008857 · NINR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Young Ji Lee · 2005 to 2026
$4.0M
Informatics Resources for Social Determinants of Health in School-Based Health CentersF31NR020856 · NINR · VANDERBILT UNIVERSITY · PI BORKOWSKI, VERA · 2023 to 2024
$84k
NINR NIH HHS F31 NR020856NINR NIH HHS T32 NR008857
6 · The paper itself

Abstract

School-based health centers are ideally placed to identify social determinants of health, social risk factors, and social needs. It is unclear whether school-based health center nurse practitioners consider social determinants of health information, possibly related to lack of data availability. We sought to develop an informatics tool that presents information about social determinants of health and social risk factors in school-based care, with the first use case of children at risk for asthma exacerbations. With user-centered design, we developed an innovative informatics tool for future use in school-based health centers. We used rapid prototyping and iteration with feedback from school-based health practitioners on its usability and usefulness. We conducted usability testing and qualitative interviews for feedback. Our participants rated the tool as excellent usability and very likely to recommend to others. While there are a variety of challenges in user-centered design, this study highlights an example of a tool that presents social determinants of health and social risk factors in a useful and usable way. Clinical implications include integrating geospatial data into care delivery, with the goal of further research to incorporate this tool in preventative education to decrease exacerbations, health inequities, and medical expenditures.

Indexed as

AsthmaSchool-based health careSocial determinants of healthSocial risk factorsUser-centered design

Identifiers

PMID42171008
PMCPMC13270475

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.