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Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis
OBJECTIVE: Hospital-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 too...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6365919/ https://www.ncbi.nlm.nih.gov/pubmed/30097490 http://dx.doi.org/10.1136/bmjqs-2017-007505 |
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author | Padula, William V Pronovost, Peter J Makic, Mary Beth F Wald, Heidi L Moran, Dane Mishra, Manish K Meltzer, David O |
author_facet | Padula, William V Pronovost, Peter J Makic, Mary Beth F Wald, Heidi L Moran, Dane Mishra, Manish K Meltzer, David O |
author_sort | Padula, William V |
collection | PubMed |
description | OBJECTIVE: Hospital-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. DESIGN: Cost-utility analysis using Markov modelling from US societal and healthcare sector perspectives within a 1-year time horizon. SETTING: Patient-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. PARTICIPANTS: Hospitalised 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). INTERVENTIONS: Standard care, repeated risk assessment in all risk levels or only repeated risk assessment in high-risk strata based on machine-learning simulations. MAIN OUTCOME MEASURES: Costs (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. RESULTS: Simulating 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 <15 dominated standard care. Prevention for all patients was cost-effective in >99% of probabilistic simulations. CONCLUSION: Our 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. |
format | Online Article Text |
id | pubmed-6365919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-63659192019-02-27 Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis Padula, William V Pronovost, Peter J Makic, Mary Beth F Wald, Heidi L Moran, Dane Mishra, Manish K Meltzer, David O BMJ Qual Saf Original Research OBJECTIVE: Hospital-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. DESIGN: Cost-utility analysis using Markov modelling from US societal and healthcare sector perspectives within a 1-year time horizon. SETTING: Patient-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. PARTICIPANTS: Hospitalised 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). INTERVENTIONS: Standard care, repeated risk assessment in all risk levels or only repeated risk assessment in high-risk strata based on machine-learning simulations. MAIN OUTCOME MEASURES: Costs (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. RESULTS: Simulating 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 <15 dominated standard care. Prevention for all patients was cost-effective in >99% of probabilistic simulations. CONCLUSION: Our 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. BMJ Publishing Group 2019-02 2018-08-10 /pmc/articles/PMC6365919/ /pubmed/30097490 http://dx.doi.org/10.1136/bmjqs-2017-007505 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Original Research Padula, William V Pronovost, Peter J Makic, Mary Beth F Wald, Heidi L Moran, Dane Mishra, Manish K Meltzer, David O Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title | Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title_full | Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title_fullStr | Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title_full_unstemmed | Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title_short | Value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
title_sort | value of hospital resources for effective pressure injury prevention: a cost-effectiveness analysis |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6365919/ https://www.ncbi.nlm.nih.gov/pubmed/30097490 http://dx.doi.org/10.1136/bmjqs-2017-007505 |
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