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Background: Electronic health record (EHR)-based tools, such as clinical decision support systems (CDSS), support practitioners to promote evidence-based care, which may include obesity treatment. Our objective was to identify obesity-focused CDSS for adult patients in primary care settings to describe their designs, associated primary care practitioner (PCP) training, and outcomes among PCPs and patients.
Methods: We conducted a scoping review to identify and map available evidence using a search strategy for citations in MEDLINE from February 2009 to June 2024. We extracted information from included studies that described EHR-based CDSS tools designed to support obesity care (e.g., clinical decision support, counseling) for adult patients in primary care settings. We mapped common tool features to support weight management and synthesized key lessons learned during implementation of these tools.
Results: Of the 445 citations identified in our search, we included 13 citations reporting on 8 studies. The most common features across EHR-based CDSS tools were 1) identifying overweight or obesity using BMI (88 %) and 2) suggesting treatment strategies (88 %), particularly lifestyle modifications. Most studies provided limited information on the training PCPs received. Few PCPs used the CDSS with eligible patients (<20 %), describing these tools as cumbersome and lacking clinical workflow integration. Novel approaches included using CDSS during weight management-dedicated visits or for referral to obesity medicine physicians, which both showed promising early results of patients achieving weight reduction.
Conclusion: There is a growing body of evidence for obesity-focused CDSS among adult patients in the primary care setting. Our review identified three key lessons that may inform future health system implementation: 1) EHR-based CDSS tools need to be easy to use and integrate with clinical workflows; 2) PCPs need training on these tools for obesity treatment; and 3) Primary care workflow or work-scope may need to be modified to address obesity.
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http://dx.doi.org/10.1016/j.obpill.2025.100161 | DOI Listing |
Public Health Rep
September 2025
VHA Homeless Programs Office, US Department of Veterans Affairs, Washington, DC, USA.
Objectives: Mobile medical units (MMUs) provide health care services in the community to reach populations with geographic, financial, and other barriers to care. The US Department of Veterans Affairs (VA) Homeless Patient Aligned Care Team (HPACT) program deployed MMUs to 25 sites in fiscal year 2024 to increase access for veterans experiencing homelessness. We examined early implementation of MMUs in HPACT sites by describing implementation and operational issues, services provided, and characteristics of veterans who used MMUs.
View Article and Find Full Text PDFHealth Soc Care Deliv Res
September 2025
Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Background: Remote services (in which the patient and staff member are not physically colocated) and digital services (in which a patient encounter is digitally mediated in some way) were introduced extensively when the COVID-19 pandemic began in 2020. We undertook a longitudinal qualitative study of the introduction, embedding, evolution and abandonment of remote and digital innovations in United Kingdom general practice. This synoptic paper summarises study design, methods, key findings, outputs and impacts to date.
View Article and Find Full Text PDFClin Pediatr (Phila)
September 2025
Department of Pediatrics, Columbia University Irving Medical Center, New York, NY, USA.
The adolescent mental health crisis is compounded by a shortage of mental health services, which mobile health apps may alleviate. We assessed the feasibility and acceptability of the Wysa app (a commercially available app containing cognitive behavioral therapy-based digital modules and an artificial intelligence-based conversational agent) among 13- to 18-year-old adolescents recruited from a primary care clinic in New York City and online from March to June 2022. We assessed adolescent engagement in the Wysa app over a 3-week period.
View Article and Find Full Text PDFClin Pediatr (Phila)
September 2025
Children's National Hospital, Washington, DC, USA.
HealthySteps is an evidence-based, prevention program for families of children ages 0 to 3 integrated into pediatric primary care. Our objective was to synthesize feedback on local implementation of an enhanced HealthySteps+ program from various stakeholder viewpoints to improve implementation. Qualitative data were gathered from HealthySteps+ team members (n = 14), current clinic staff (n = 15), and a focus group of parents serving on the program's advisory committee (n = 7).
View Article and Find Full Text PDFJPEN J Parenter Enteral Nutr
September 2025
Division of Gastroenterology, Department of Medicine, Toronto General Hospital, University of Toronto, University Health Network, Toronto, Ontario, Canada.
Background: Intravenous lipid emulsions are a key component of parenteral nutrition, and their fatty acid compositions may influence immune responses and clinical outcomes.
Methods: This retrospective cohort study conducted from January 2020 to December 2022 compared clinical outcomes of hospitalized non-critical care patients receiving parenteral nutrition with either mixed oil or soybean oil lipid emulsions for at least 48 h. The primary outcome was a composite of the presence of pneumonia, urinary tract infection, or an intra-abdominal collection diagnosed within 14 days of initiating parenteral nutrition.