Multi-Criteria Decision Analysis to prioritize hospital admission of patients affected by COVID-19 in low-resource settings with hospital-bed shortage

Autor: Pasquale De Nardo, Elisa Gentilotti, Fulvia Mazzaferri, Eleonora Cremonini, Paul Hansen, Herman Goossens, Evelina Tacconelli, E. Durante Mangoni, L.L. Florio, R. Zampino, F. Mele, I. Gentile, B. Pinchera, N. Coppola, M. Pisaturo, R. Luzzati, N. Petrosillo, E. Nicastri, A. Corpolongo, M.A. Cataldo, A. D’Abramo, G. Maffongelli, L. Scorzolini, C. Palazzolo, E. Boumis, A. Pan, A. D’Arminio Monforte, F. Bai, S. Antinori, F.G. De Rosa, S. Corcione, T. Lupia, S.M. Pinna, S. Scabini, F. Canta, S. Belloro, Z. Bisoffi, A. Angheben, F. Gobbi, E. Turcato, N. Ronzoni, L. Moro, S. Calabria, P. Rodari, G. Bertoli, G. Marasca, M. Puoti, A. Gori, A. Bandera, D. Mangioni, M. Rizzi, F. Castelli, A. Montineri, C.A. Coco, M. Maresca, M. Frasca, D. Aquilini, M. Vincenzi, L. Lambertenghi, M.E. De Rui, E. Razzaboni, P. Cattaneo, A. Visentin, A. Erbogasto, I. Dalla Vecchia, I. Coledan, M. Vecchi, G. Be, L. Motta, A. Zaffagnini, N. Auerbach, P. Del Bravo, A.M. Azzini, E. Righi, E. Carrara, A. Savoldi, M. Sibani, E. Lattuada, G. Carolo, M. Cordioli, F. Soldani, M.D. Pezzani, S. Avallone, R. Bruno, A. Ricciardi, M.P. Saggese, G. Malerba
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: International Journal of Infectious Diseases, Vol 98, Iss , Pp 494-500 (2020)
Druh dokumentu: article
ISSN: 1201-9712
DOI: 10.1016/j.ijid.2020.06.082
Popis: Objective: To use Multi-Criteria Decision Analysis (MCDA) to determine weights for eleven criteria in order to prioritize COVID-19 non-critical patients for admission to hospital in healthcare settings with limited resources. Methods: The MCDA was applied in two main steps: specification of criteria for prioritizing COVID-19 patients (and levels within each criterion); and determination of weights for the criteria based on experts’ knowledge and experience in managing COVID-19 patients, via an online survey. Criteria were selected based on available COVID-19 evidence with a focus on low- and middle-income countries (LMICs). Results: The most important criteria (mean weights, summing to 100%) are: PaO2 (16.3%); peripheral O2 saturation (15.9%); chest X-ray (14.1%); Modified Early Warning Score-MEWS (11.4%); respiratory rate (9.5%); comorbidities (6.5%); living with vulnerable people (6.4%); body mass index (5.6%); duration of symptoms before hospital evaluation (5.4%); CRP (5.1%); and age (3.8%). Conclusions: At the beginning of a new pandemic, when evidence for disease predictors is limited or unavailable and effective national contingency plans are difficult to establish, the MCDA prioritization model could play a pivotal role in improving the response of health systems.
Databáze: Directory of Open Access Journals