Sunday, September 28, 2025
Science
No Result
View All Result
  • Login
  • HOME
  • SCIENCE NEWS
  • CONTACT US
  • HOME
  • SCIENCE NEWS
  • CONTACT US
No Result
View All Result
Scienmag
No Result
View All Result
Home Science News Science Education

Health care providers weigh in on their experiences developing an AI tool to understand primary care patients’ social determinants of health

July 22, 2024
in Science Education
Reading Time: 3 mins read
0
Health Care Providers Weigh In On Their Experiences Developing an AI Tool to Understand Primary Care Patients’ Social Determinants of Health
66
SHARES
601
VIEWS
Share on FacebookShare on Twitter
ADVERTISEMENT

Background and Goal: Social determinants of health are the conditions in which people are born, grow, live, work, and age. These conditions include income, education, and access to health care. Knowledge of these factors is essential for primary care clinicians to deliver fair and complete care, plan programs and distribute resources effectively. However, this information is rarely captured consistently in clinical settings. This study identified how an Artificial Intelligence (AI) social determinants of health tool can be designed using a collaborative design strategy with input from primary care team members.

Health Care Providers Weigh In On Their Experiences Developing an AI Tool to Understand Primary Care Patients’ Social Determinants of Health

Credit: Annals of Family Medicine

Background and Goal: Social determinants of health are the conditions in which people are born, grow, live, work, and age. These conditions include income, education, and access to health care. Knowledge of these factors is essential for primary care clinicians to deliver fair and complete care, plan programs and distribute resources effectively. However, this information is rarely captured consistently in clinical settings. This study identified how an Artificial Intelligence (AI) social determinants of health tool can be designed using a collaborative design strategy with input from primary care team members.

Study Approach:  Semi-structured, 50-minute workshops were conducted with the St. Michael’s Hospital Academic family health team in Toronto, Ontario, Canada from May to June 2023. Participants were asked for their feedback on a proposed AI-based tool that derives patient social determinants of health from electronic health record (EHR) data.

Main Results: 

  • 15 participants of the health team participated across 4 workshops. 
  • Participants reported that most patient information was not available or difficult to find in their EHR. 
  • Participants recommended starting with 1-2 social determinants (such as income and housing).  They also emphasized the need for adequate resources, staff, and training materials. 
  • Many challenges were reported, including how to discuss the use of AI with patients and confirm their social needs identified by the AI tool.

Why It Matters: The integration of AI into health care is rapidly advancing, presenting both opportunities and challenges. This study provides valuable insights from end users on the meaningful design and implementation of an AI-based tool for social data in primary care. The AI-based tool can potentially improve patient care and reduce clinician burnout. 

Developing an AI Tool to Derive Social Determinants of Health for Primary Care Patients: Qualitative Findings From a Codesign Workshop

Stephanie Garies, PhD, et al

Department of Family & Community Medicine, St. Michael’s Hospital, Unity Health Toronto, Toronto, Ontario, Canada

PRE-EMBARGO LINK (Link expires at 5 p.m. July 22nd, 2024)

PERMANENT LINK

 



Journal

The Annals of Family Medicine

Article Title

Health Care Providers Weigh In On Their Experiences Developing an AI Tool to Understand Primary Care Patients’ Social Determinants of Health

Article Publication Date

22-Jul-2024

Share26Tweet17
Previous Post

New UAB study evaluates cardiovascular health scores in predicting mortality risks

Next Post

Implementing diabetic retinopathy screening using in-clinic retinal photographs and automated software analysis increases screening rates for diabetic retinopathy among low-income minority patients

Related Posts

blank
Science Education

Global Impact of Psychological First Aid Training for Teachers

September 28, 2025
blank
Science Education

Structured Checklists Boost Dental Students’ Skills

September 28, 2025
blank
Science Education

AI-Driven Symbolic Text: Empowering Non-Verbal Communication

September 27, 2025
blank
Science Education

Master’s Students’ Insights on Online Group Work

September 27, 2025
blank
Science Education

Bridging Competency Gaps in Sudan’s New Veterinarians

September 27, 2025
blank
Science Education

Post-COVID Burnout Rates in Dental Professionals Revealed

September 27, 2025
Next Post

Implementing diabetic retinopathy screening using in-clinic retinal photographs and automated software analysis increases screening rates for diabetic retinopathy among low-income minority patients

  • Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study

    Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study

    27560 shares
    Share 11021 Tweet 6888
  • University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept

    969 shares
    Share 388 Tweet 242
  • Bee body mass, pathogens and local climate influence heat tolerance

    646 shares
    Share 258 Tweet 162
  • Researchers record first-ever images and data of a shark experiencing a boat strike

    512 shares
    Share 205 Tweet 128
  • Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function

    470 shares
    Share 188 Tweet 118
Science

Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!

RECENT NEWS

  • Exploring Oral Health Challenges in Anorexia Nervosa
  • Shaping VCSEL Light via Innovative Cavity Design
  • Parent-Teen Conflicts Linked to Depression: Meta-Analysis
  • Farming Practices Shape Biology in Brazil’s Caatinga

Categories

  • Agriculture
  • Anthropology
  • Archaeology
  • Athmospheric
  • Biology
  • Blog
  • Bussines
  • Cancer
  • Chemistry
  • Climate
  • Earth Science
  • Marine
  • Mathematics
  • Medicine
  • Pediatry
  • Policy
  • Psychology & Psychiatry
  • Science Education
  • Social Science
  • Space
  • Technology and Engineering

Subscribe to Blog via Email

Enter your email address to subscribe to this blog and receive notifications of new posts by email.

Join 5,184 other subscribers

© 2025 Scienmag - Science Magazine

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result
  • HOME
  • SCIENCE NEWS
  • CONTACT US

© 2025 Scienmag - Science Magazine

Discover more from Science

Subscribe now to keep reading and get access to the full archive.

Continue reading