ArticleEuropean geriatric medicine2021
Mortality and readmission risk can be predicted by the record-based Multidimensional Prognostic Index: a cohort study of medical inpatients older than 75 years.
Article in European geriatric medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Multidimensional frailty as a predictor of mortality among older adults: a systematic review and meta-analysis.BMC geriatrics · 2024Pooled it
- Preoperative Frailty Assessed by the Record-Based Multidimensional Prognostic Index Predicts 90-Day Days Alive and out of Hospital Following Radical Cystectomy for Bladder Cancer: A Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- Impact of multidimensional assessment on anti-fracture treatment decisions in patients with fragility hip fractures within a Fracture Liaison Service.BMC geriatrics · 2025Article
- Patient- vs organ-based prognostic tools for older patients in critical care units : An observational study with a 3-month follow-up.Medizinische Klinik, Intensivmedizin und Notfallmedizin · 2025Observational
- Can the Multidimensional Prognostic Index (MPI) be a predictive instrument for mortality in older adult liver transplant candidates?European geriatric medicine · 2023Observational
- Frailty level at discharge predicts mortality in older patients with Clostridioides difficile more accurately than age or disease severity.European geriatric medicine · 2023Article
- Prediction of 30-Day Readmission in Hospitalized Older Adults Using Comprehensive Geriatric Assessment and LACE Index and HOSPITAL Score.International journal of environmental research and public health · 2022Article
- Top Ten Tips Palliative Care Clinicians Should Know About Prognostication in Oncology, Dementia, Frailty, and Pulmonary Diseases.Journal of palliative medicine · 2021Article
- The challenge of the multifaceted prognosis in the older people and the Multidimensional Prognostic Index.European geriatric medicine · 2021Article
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Authors and funding
6 authors.
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Abstract
purposeTo examine the predictive value of the record-based Multidimensional Prognostic Index (MPI) on mortality, readmission and length of hospital stay (LOS) among older medical inpatients.
methodsA cohort of medical inpatients aged ≥ 75 years was rated using the record-based MPI to assess frailty retrospectively. 90-day and 1-year mortality hazard ratios (HRs) were calculated in a sex- and age-adjusted Cox proportional hazards model. 30-day readmission relative risk (RR) estimates were calculated in a binary regression model with mortality as a competing risk. Discrimination was expressed by the area under the receiver operating characteristic (ROC) curve. Median LOS was calculated using the non-parametric Kruskal-Wallis one-way ANOVA.
resultsIn total, 1190 patients with a median age of 83 years were included. 50% were male. 335 patients (28%) were categorized as non-frail (MPI score 0.0-0.33), 522 (44%) moderately frail (MPI score 0.34-0.66) and 333 (28%) severely frail (MPI score 0.67-1.0). 90-day mortality HR was 7.4 (95% confidence interval (CI) 2.9-18.6, p < 0.001) for the moderately frail and 18.5 (95% CI 7.5-46.1, p < 0.001) for the severely frail compared with the non-frail. ROC area was 0.76 (95% CI 0.72-0.80). Similarly, 1-year mortality HR was 3.3 (95% CI 2.2-5.0, p < 0.001) for the moderately frail and 7.1 (95% CI 4.7-10.6, p < 0.001) for the severely frail. 30-day readmission RR was 2.1 (95% CI 1.5-2.9, p < 0.001) for the moderately frail and 1.8 (95% CI 1.3-2.6, p = 0.001) for the severely frail. LOS was significantly longer with increasing MPI score (p < 0.001).
conclusionThe record-based MPI assessed at discharge predicts dose-dependent post-discharge mortality and readmission risk and is associated with LOS in older medical inpatients.
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