Evidence map›Paper›PMID 41029653›Full record

SynthesisBMC health services research2025

Collecting and using social needs data in health settings: a systematic review of the literature on health service utilization and costs.

Mélanie Ann Smithman, Oluwasegun J Ogundele, Laure Perrier, Menna Komeiha, Iryna Artyukh, Paras Kapoor, Andrew D Pinto

Abstract readSystematic Review
In one paragraph

Synthesis 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

7 authors.

Mélanie Ann SmithmanUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
Oluwasegun J OgundeleUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
Laure PerrierOntario Hospital Association, Toronto, Ontario, Canada.
Menna KomeihaUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
Iryna ArtyukhUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
Paras KapoorUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada.
Andrew D PintoUpstream Lab, MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, Unity Health Toronto, 30 Bond Street, Toronto, Ontario, M5B 1W8, Canada. andrew.pinto@utoronto.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSocial determinants of health significantly influence health outcomes and contribute to health inequities across populations. Systematic and routine collection of social needs data and its use to inform interventions within healthcare settings are proposed to reduce health services utilization and healthcare costs. This systematic review examines the impact of social needs data collection and use on health service utilization and healthcare costs.

methodsFollowing PRISMA guidelines, we conducted a systematic review of studies published between January 2015 and February 2024. We included studies that reported on the collection and use of social needs data within healthcare settings in high-income countries. The review included randomized controlled trials, observational studies, quasi-experimental studies, qualitative studies, quality improvement studies, and mixed methods designs. Databases searched included Ovid MEDLINE, EMBASE, and Cochrane CENTRAL. The primary outcomes assessed were changes in health service utilization and healthcare costs.

resultsThe review identified 35 relevant studies, predominantly from the United States. Interventions utilizing social needs data were implemented across various healthcare settings, including emergency departments, primary care, and inpatient facilities. Most studies reported reductions in emergency department visits (13/35) and hospitalizations (14/35) associated with collecting and using social needs data. Several studies demonstrated associated cost reductions, particularly in emergency department and hospitalization costs. However, the findings were mixed, with some studies reporting no significant changes or increased costs in certain areas, such as diagnostic testing and ambulatory care.

conclusionsCollecting and using social needs data within healthcare settings shows potential for reducing health service utilization and associated costs, particularly in targeted populations. The variability in outcomes suggests the need for context-specific approaches and further research to standardize reporting and understand the long-term impacts of these interventions. Standardized reporting and more robust study designs are needed to better understand these interventions' long-term impact, best implementation strategies, and scalability.

Indexed as

Health Care CostsPatient Acceptance of Health CareSocial Determinants of HealthHumansEmergency departmentHealthcare costsHealth inequitiesHealth service utilizationHospitalizationSocial determinants of healthSocial screeningSystematic review

Identifiers

PMID41029653
PMCPMC12482085

What OpenQuestion holds

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LicenceCC BY
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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.