Academic Journal
Using QALYs as an Outcome for Assessing Global Prediction Accuracy in Diabetes Simulation Models.
| العنوان: | Using QALYs as an Outcome for Assessing Global Prediction Accuracy in Diabetes Simulation Models. |
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| المؤلفون: | Dakin, Helen A, Gao, Ni, Leal, José, Holman, Rury R, Tran-Duy, An, Clarke, Philip |
| المصدر: | Med Decis Making ; ISSN:1552-681X ; Volume:45 ; Issue:1 |
| بيانات النشر: | Atypon |
| سنة النشر: | 2025 |
| المجموعة: | PubMed Central (PMC) |
| مصطلحات موضوعية: | microsimulation, model performance, patient-level simulation, quality-adjusted life-years, risk modeling, type 2 diabetes mellitus |
| الوصف: | (1) To demonstrate the use of quality-adjusted life-years (QALYs) as an outcome measure for comparing performance between simulation models and identifying the most accurate model for economic evaluation and health technology assessment. QALYs relate directly to decision making and combine mortality and diverse clinical events into a single measure using evidence-based weights that reflect population preferences. (2) To explore the usefulness of Q2, the proportional reduction in error, as a model performance metric and compare it with other metrics: mean squared error (MSE), mean absolute error, bias (mean residual), and R2. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| Relation: | https://doi.org/10.1177/0272989X241285866; https://pubmed.ncbi.nlm.nih.gov/39474832; https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11645849/ |
| DOI: | 10.1177/0272989X241285866 |
| الاتاحة: | https://doi.org/10.1177/0272989X241285866 https://pubmed.ncbi.nlm.nih.gov/39474832 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11645849/ |
| رقم الانضمام: | edsbas.37E54532 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1177/0272989X241285866 |
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