Predictive validity of the Academy of Nutrition and Dietetics/American Society for Parenteral and Enteral Nutrition indicators to diagnose malnutrition tool in hospitalized adults: a cohort study
Open accessAbstract
BACKGROUND: The lack of a widely accepted, broadly validated tool for diagnosing malnutrition in hospitalized patients limits the ability to assess the integral role of nutrition as an input and outcome of health, disease, and treatment. OBJECTIVES: This study aimed to evaluate the predictive validity of the Academy of Nutrition and Dietetics/American Society for Parenteral and Enteral Nutrition (ASPEN) indicators to diagnose malnutrition (AAIM) tool and determine if it can be simplified. METHODS: A prospective cohort study was conducted from August 2019 to September 2022 with 32 hospitals in United States. At baseline, 290 adult patients were evaluated for a diagnosis of malnutrition using the AAIM tool, which assesses weight loss, inadequate energy intake, subcutaneous fat and muscle loss, edema, and hand grip strength. Healthcare outcomes were extracted from the medical record: composite incidence of emergency department (ED) visits and hospital readmissions within 90 d postdischarge; length of hospital stay (LOS); and Medicare Severity Disease Related Group (MS-DRG) relative weight (i.e., healthcare resource utilization). We used multilevel, multivariable negative binomial or generalized linear regression models to evaluate relationships between malnutrition diagnosis and healthcare outcomes. RESULTS: After adjusting for disease severity and acuity and sociodemographic characteristics, individuals diagnosed with severe malnutrition had a higher incidence rate of ED visits and hospital readmissions (incidence rate ratio: 1.89; 95% CI: 1.14, 3.13; P = 0.01), and individuals diagnosed with moderate malnutrition had a 25.2% longer LOS (95% CI: 2.0%, 53.7%; P = 0.03) and 15.1% greater healthcare resource utilization (95% CI: 1.6%, 31.9%; P = 0.03) compared with individuals with no malnutrition diagnosis. Observed relationships remained consistent when only considering malnutrition diagnoses supported by at least 2 of these indicators: weight loss, subcutaneous fat loss, muscle wasting, and inadequate energy intake. CONCLUSIONS: Findings from this multihospital study confirm the predictive validity of the original or simplified AAIM tool and support its routine use for hospitalized adult patients. This trial was registered at clinicaltrials.gov as NCT03928548 (https://classic. CLINICALTRIALS: gov/ct2/show/NCT03928548).
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The predictive validity of the Academy of Nutrition and Dietetics/ASPEN indicators for diagnosing malnutrition tool was confirmed across 290 adult inpatients, with severe malnutrition associated with emergency department visits and hospital readmissions and moderate malnutrition with longer lengths of stay and greater health care use.
“The predictive validity of the Academy of Nutrition and Dietetics/ASPEN indicators for diagnosing malnutrition tool was recently confirmed across 290 adult inpatients in whom both the original tool and a simplified version showed association with emergency department visits and hospital readmissions for patients with severe malnutrition and longer lengths of stay and greater”
From Malnutrition and Cachexia in Inpatients With Acute Cardiac Conditions: A Scientific Statement From the American Heart Association (2026) · cites this paper as [70]
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Keller, H., de van der Schueren, M. A. E., for the GLIM Consortium, Jensen, G. L., Barazzoni, R., Compher, C., Correia, M. I. T. D., Gonzalez, M. C., Jager‐Wittenaar, H., Pirlich, M., et al. (2020) · Journal of Parenteral and Enteral Nutrition · doi:10.1002/jpen.1806 · Cited by 131 · see citing works
Self-citationRaiten, D. J., Combs, G. F., Steiber, A. L., & Bremer, A. A. (2021) · Advances in Nutrition · doi:10.1093/advances/nmab046 · Cited by 33 · see citing works
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Vest, A. R., DiDomenico, R. J., Lichtenstein, L., Slater, T., Ekpo, E., Damluji, A. A., Bohula, E., Alviar, C. L., on behalf of the American Heart Association Acute Cardiac Care and General Cardiology Committee of the Council on Clinical Cardiology, & Council on Cardiovascular and Stroke Nursing (2026) · Circulation · doi:10.1161/cir.0000000000001405 · Cited by 15 · see citing works
Raiten, D. J., Steiber, A. L., & Bremer, A. A. (2025) · Advances in Nutrition · doi:10.1016/j.advnut.2025.100385 · Cited by 10 · see citing works
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- Authors
- Jimenez, E. Y., Lamers-Johnson, E., Long, J. M., McCabe, G., Ma, X., Woodcock, L., Bliss, C., Abram, J. K., & Steiber, A. L.
- Affiliations
- University of New Mexico (US)
- Academy of Nutrition and Dietetics (US)
- Purdue University West Lafayette (US)
- Corresponding author
- Steiber, Alison L
- ORCID
- Venue
- The American Journal of Clinical Nutrition
- Publisher
- Elsevier BV
- Published
- 2024-03
- Volume
- 119
- Issue
- 3
- Pages
- 779-787
- ISSN
- 0002-9165 (ISSN-L)
- OpenAlex
- W4391754431
- Cited by
- 25
- References
- 2
- Citations by year
- 2026: 10 · 2025: 11 · 2024: 4
- FWCI
- 6.68
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- American Journal of Clinical Nutrition (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Academy of Nutrition and Dietetics Foundation
- Academy of Nutrition and Dietetics
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Clinical Nutrition and Gastroenterology
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Health Sciences › Health Professions › Health Information Management › Dietetics, Nutrition, and Education
- Keywords
- malnutrition, malnutrition screening, predictive validity, hospitalized adults, hospital readmission, emergency department visits, length of hospital stay, healthcare resource utilization, weight loss, muscle atrophy, subcutaneous fat loss, grip strength, edema, nutritional assessment, hospital-acquired malnutrition
- MeSH terms
- Adult, Aftercare, Aged, Dietetics, Enteral Nutrition, Medicare, Humans, Patient Discharge, Prospective Studies, United States, Cohort Studies, Weight Loss, Hand Strength, Malnutrition
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