ArticleInternational journal of obesity (2005)2026
From measured BMI to documented obesity in hospitalized adults: a decade-long analysis and implications for cardiometabolic care.
Article in International journal of obesity (2005), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveObesity contributes substantially to cardiometabolic and overall morbidity and mortality, yet remains underdiagnosed in clinical practice. We aimed to assess discharge documentation rates of obesity among hospitalized patients with elevated body mass index (BMI) and compare these with coding rates of other cardiometabolic risk factors.
methodsWe conducted a cross-sectional analysis of adults hospitalized between 2013 and 2023 with BMI ≥ 30 kg/m² and no prior coded obesity or bariatric surgery. Obesity and metabolic comorbidities were identified via ICD-9 codes.
resultsAmong 42,243 eligible adults (mean age 60.9 ± 16.9 years; 49.7% women; mean BMI 33.9 ± 3.9 kg/m²), only 10.6% had obesity documented at discharge. The likelihood of coding increased by 17% for each additional BMI unit (OR 1.17, 95% CI 1.16-1.18). Documentation was associated with higher utilization of obesity-related care, including metabolic clinic attendance (OR 2.26, 95% CI 2.05-2.49), bariatric surgery (OR 3.51, 95% CI 2.74-4.51), and GLP-1 receptor agonist prescriptions (OR 3.44, 95% CI 2.76-4.28). In comparison, diabetes was documented in 59.7% of patients with HbA1c ≥ 6.5%, and severe dyslipidemia in 39.0% of those with LDL-C ≥ 190 mg/dL.
conclusionsDespite being objectively measurable, obesity remains substantially underdocumented compared with other cardiometabolic risk factors. Documentation was associated with greater uptake of metabolic clinic visits, bariatric surgery, and GLP-1 receptor agonist therapy. As effective obesity treatments become routine practice, closing this documentation gap is a prerequisite for translating measured BMI into actionable care.
Identifiers
42687002What OpenQuestion holds
Registered trials
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.