Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Jun 10, 2025
Open Peer Review Period: Jun 10, 2025 - Aug 5, 2025
Date Accepted: Oct 13, 2025
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Digital Health Technologies for Screening and Identifying Unmet Social Needs: Scoping Review

Sezgin E, Jackson DI, Boch S, Davenport M, Skeens M, Dolce M, Frankin B, Militello LK, Lyman E, Kelleher K, Kelleher K

Digital Health Technologies for Screening and Identifying Unmet Social Needs: Scoping Review

J Med Internet Res 2025;27:e78793

DOI: 10.2196/78793

PMID: 41217261

PMCID: 12604432

Digital Health Technologies for Screening and Identifying Unmet Social Needs: A Scoping Review

  • Emre Sezgin; 
  • Daniel I. Jackson; 
  • Samantha Boch; 
  • Mattina Davenport; 
  • Micah Skeens; 
  • Millie Dolce; 
  • Bianca Frankin; 
  • Lisa K. Militello; 
  • Elizabeth Lyman; 
  • Kelly Kelleher; 
  • Kelly Kelleher

ABSTRACT

Background:

Social determinants of health (SDOH) strongly influence clinical outcomes. Social needs are the individual-level, actionable facets of the broader SDOH framework, including food security, stable housing, and access to essential services. When these needs go unmet, they adversely affect wellbeing and quality of care. Systematically detecting social needs is therefore critical, and emerging digital tools now offer efficient, scalable approaches for screening and identification.

Objective:

This scoping review aims to examine digital health technology (DHT) use or interventions documented for screening and identifying unmet social needs within high-need populations. We explore trends, effects, challenges, and limitations of identified technologies.

Methods:

Following PRISMA-ScR guidelines, we searched databases including MEDLINE, Embase, Scopus, ACM Digital Library, and Web of Science for studies published from 2010 to 2025. Eligible studies used technology to screen for and identify unmet social needs in populations with health and socioeconomic challenges. Data extraction focused on the types of technology, screening processes, and social needs identified.

Results:

Our findings highlight a limited yet evolving landscape of technological applications. We identified 14 studies using tools like self-assessment surveys, tablet-based systems, and electronic portals. These tools were applied across diverse groups, such as refugees and patients in emergency departments. Innovative approaches, such as chatbots and multi-dimensional risk appraisal systems for older adults, showed potential. However, challenges included single-site studies, small samples, and integration issues with medical records. The effectiveness of these tools in screening for unmet social needs shows mixed outcomes.

Conclusions:

DHTs play a pivotal role in improving the identification of unmet social needs. The findings underscore the need for broader, more integrated research to fully understand the impact of technology-based assessments and screening processes for social needs. Future efforts should focus on facilitated screening using technology both within and outside of the visit, ensuring the linkage to appropriate resources and care.


 Citation

Please cite as:

Sezgin E, Jackson DI, Boch S, Davenport M, Skeens M, Dolce M, Frankin B, Militello LK, Lyman E, Kelleher K, Kelleher K

Digital Health Technologies for Screening and Identifying Unmet Social Needs: Scoping Review

J Med Internet Res 2025;27:e78793

DOI: 10.2196/78793

PMID: 41217261

PMCID: 12604432

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.