Research Article

Decision Model for Allocation of Intensive Care Unit Beds for Suspected COVID-19 Patients under Scarce Resources

Table 1

Previous studies about ICU allocation problem.

ThemeAuthorsContribution

Perceptions and attitudes of health professionalsGiannini and Consonni [18]Perceptions about inappropriate admissions and resource allocation
Coomber et al. [19]Occupational stress of ICU doctors

Techniques or models to support the ICU allocation problem (or similar issues)Azcarate et al. [23]Proposition of a framework
He et al. [20]Systematic literature review of research design and modeling techniques
Reiz et al. [21]Use of big data and machine learning
Edenharter et al.[17]Use of logistic regression model
Cao and Huang [27]Use of discrete event simulation model
Shmueli and Sprung [22]Application about survival benefits of allocating a patient to an ICU
Almeida et al. [15]Model to maximize the expected number of lives of patients in a Pediatric ICU

Ethical issuesMcGuire and McConnell [25]Discuss fairness and ethics in the ICU allocation problem
Ghanbari et al. [29]Systematic literature review about ethical issues involved in allocating resources
Oerlemans et al. [24]Interviews with health professionals concerning ethical problems
White et al. [26]Used ethical principles to improve allocation decisions