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Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis
- Source :
- BMJ Quality & Safety
- Publication Year :
- 2018
- Publisher :
- BMJ Publishing Group, 2018.
-
Abstract
- ObjectiveHospital-acquired pressure injuries are localised skin injuries that cause significant mortality and are costly. Nursing best practices prevent pressure injuries, including time-consuming, complex tasks that lack payment incentives. The Braden Scale is an evidence-based stratification tool nurses use daily to assess pressure-injury risk. Our objective was to analyse the cost-utility of performing repeated risk-assessment for pressure-injury prevention in all patients or high-risk groups.DesignCost-utility analysis using Markov modelling from US societal and healthcare sector perspectives within a 1-year time horizon.SettingPatient-level longitudinal data on 34 787 encounters from an academic hospital electronic health record (EHR) between 2011 and 2014, including daily Braden scores. Supervised machine learning simulated age-adjusted transition probabilities between risk levels and pressure injuries.ParticipantsHospitalised adults with Braden scores classified into five risk levels: very high risk (6–9), high risk (10–11), moderate risk (12–14), at-risk (15–18), minimal risk (19–23).InterventionsStandard care, repeated risk assessment in all risk levels or only repeated risk assessment in high-risk strata based on machine-learning simulations.Main outcome measuresCosts (2016 $US) of pressure-injury treatment and prevention, and quality-adjusted life years (QALYs) related to pressure injuries were weighted by transition probabilities to calculate the incremental cost-effectiveness ratio (ICER) at $100 000/QALY willingness-to-pay. Univariate and probabilistic sensitivity analyses tested model uncertainty.ResultsSimulating prevention for all patients yielded greater QALYs at higher cost from societal and healthcare sector perspectives, equating to ICERs of $2000/QALY and $2142/QALY, respectively. Risk-stratified follow-up in patients with Braden scores 99% of probabilistic simulations.ConclusionOur analysis using EHR data maintains that pressure-injury prevention for all inpatients is cost-effective. Hospitals should invest in nursing compliance with international prevention guidelines.
- Subjects :
- medicine.medical_specialty
Cost effectiveness
Cost-Benefit Analysis
Psychological intervention
Time horizon
nurses
Risk Assessment
Machine Learning
03 medical and health sciences
0302 clinical medicine
Cost of Illness
Equating
Health care
medicine
Humans
030212 general & internal medicine
Longitudinal Studies
Economics, Hospital
Hospital Costs
cost-effectiveness
health care economics and organizations
Original Research
Pressure Ulcer
business.industry
030503 health policy & services
Health Policy
Health services research
Cost-effectiveness analysis
health services research
Hospitals
Markov Chains
United States
Models, Economic
Emergency medicine
Practice Guidelines as Topic
Guideline Adherence
Quality-Adjusted Life Years
0305 other medical science
business
Risk assessment
Subjects
Details
- Language :
- English
- ISSN :
- 20445423 and 20445415
- Volume :
- 28
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- BMJ Quality & Safety
- Accession number :
- edsair.doi.dedup.....4d4b868c5357bd98e82d4f2d6559027d