1
|
Ghazalbash S, Zargoush M, Verter V, Perri D. Data-driven insights into interhospital care fragmentation: Implications for health policy and equity among older adults. PLoS One 2025; 20:e0316829. [PMID: 39903710 PMCID: PMC11793756 DOI: 10.1371/journal.pone.0316829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 12/11/2024] [Indexed: 02/06/2025] Open
Abstract
OBJECTIVE To determine factors leading to interhospital care fragmentation (ICF); evaluate how ICF affects rehospitalization costs, length of stays (LOS), and delayed discharge; and analyze ICF disparity among equity-seeking groups. MATERIALS AND METHODS We used a 13-year retrospective cohort of older adults (65+) in Ontario, Canada. Utilizing multivariable logistic regression, we identified characteristics associated with ICF and determined its association with outcomes. RESULTS Discharge to facilities except home and homecare and travel distance were the strongest risk factors for ICF. Patients were less likely to experience ICF if they were older, frail, or had multiple comorbidities. ICF was strongly associated with an increase in the daily costs of readmission. Moreover, the risks of a prolonged LOS after ICF and delayed discharge were higher among returning surgical patients. The rural residency was a source of health inequality. CONCLUSIONS ICF exacerbates health disparities and worsens patient outcomes. Our study identified several risk factors associated with ICF, some of which are controllable, paving the way for interventions to mitigate this issue. To promote health equity and reduce adverse outcomes, policymakers should focus on policies for reducing care discontinuity, particularly addressing the controllable risk factors.
Collapse
Affiliation(s)
- Somayeh Ghazalbash
- Management Analytics, Smith School of Business, Queen’s University, Kingston, Ontario, Canada
| | - Manaf Zargoush
- Health Policy and Management, DeGroote School of Business, McMaster University, Hamilton, Ontario, Canada
| | - Vedat Verter
- Management Analytics, Smith School of Business, Queen’s University, Kingston, Ontario, Canada
| | - Dan Perri
- Division of Gastroenterology and Critical Care Medicine, Department of Medicine, McMaster University, Hamilton, Ontario, Canada
- Divisions of Clinical Pharmacology & Toxicology and Critical Care Medicine, Department of Medicine, McMaster University, Hamiton, Ontario, Canada
| |
Collapse
|
2
|
Miyazaki D, Tarasawa K, Fushimi K, Fujimori K. Risk Factors with 30-Day Readmission and the Impact of Length of Hospital Stay on It in Patients with Heart Failure: A Retrospective Observational Study Using a Japanese National Database. TOHOKU J EXP MED 2023; 259:151-162. [PMID: 36543246 DOI: 10.1620/tjem.2022.j114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Heart failure is a major disease, and its 30-day readmission (readmission within 30-day after discharge) negatively impacts patients and society. Thus, we need to stratify the risk and prevent readmission. We aimed to investigate risk factors associated with 30-day readmission and examine the impact of length of hospital stay (LOS) on 30-day readmission. Using the Diagnosis-Procedure-Combination database from April 2018 to March 2021, we conducted multiple logistic regression to investigate risk factors with 30-day readmission. Also, we conducted subgroup analysis in the short LOS group. To examine the association between LOS and 30-day readmission, we performed propensity score matching between the short and middle LOS groups. As a result, we categorized 10,283 patients and 169,842 patients into the readmission group and the no-readmission group. We identified the following factors as the risk of readmission: short LOS, female, smoking, older age, lower body mass index, lower barthel index, artificial ventilator, beta-blockers, thiazides, tolvaptan, loop diuretics, carperitides, class Ⅲ antiarrhythmic agents, myocardial infarction, diabetes, renal disease, atrial fibrillation, dilated cardiomyopathy, and discharge to home. As a subgroup analysis in the short LOS group, we revealed that the short LOS group risk factors differed from overall. After propensity score matching in the short LOS group and middle LOS group, 37,199 pairs were matched, and we revealed that shorter LOS increases the risk of readmission. These results demonstrated that shortened LOS increases 30-day readmission, and risk factors are unique to each LOS. We suggest stratifying the readmission risk and being careful with early discharge.
Collapse
Affiliation(s)
- Daisuke Miyazaki
- Department of Health Administration and Policy, Tohoku University Graduate School of Medicine
| | - Kunio Tarasawa
- Department of Health Administration and Policy, Tohoku University Graduate School of Medicine
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School of Medical and Dental Sciences
| | - Kenji Fujimori
- Department of Health Administration and Policy, Tohoku University Graduate School of Medicine
| |
Collapse
|
3
|
Fuller BM, Roberts BW, Mohr NM, Pappal RD, Stephens RJ, Yan Y, Carpenter C, Kollef MH, Avidan MS. A study protocol for a multicentre, prospective, before-and-after trial evaluating the feasibility of implementing targeted SEDation after initiation of mechanical ventilation in the emergency department (The ED-SED Pilot Trial). BMJ Open 2020; 10:e041987. [PMID: 33328261 PMCID: PMC7745689 DOI: 10.1136/bmjopen-2020-041987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
INTRODUCTION Sedation is a cornerstone therapy in the management of patients receiving mechanical ventilation and is highly influential on outcome. Early sedation depth appears especially influential, as early deep sedation is associated with worse outcome when compared with light sedation. Our research group has shown that patients receiving mechanical ventilation in the emergency department (ED) are exposed to deep sedation commonly, and ED sedation depth is impactful on intensive care unit (ICU) care and clinical outcomes. While extensive investigation has occurred for patients in the ICU, comparatively little data exist from the ED. Given the influence that ED sedation seems to carry, as well as a lack of ED-based sedation trials, there is significant rationale to investigate ED-based sedation as a means to improve outcome. METHODS AND ANALYSIS This is a multicentre (n=3) prospective, before-and-after pilot trial examining the feasibility of implementing targeted sedation in the immediate postintubation period in the ED. A cohort of 344 patients receiving mechanical ventilation in ED will be included. Feasibility outcomes include: (1) participant recruitment; (2) proportion of Richmond Agitation-Sedation Scale (RASS) scores in the deep sedation range; (3) reliability (agreement) of RASS measurements performed by bedside ED nurses; and (4) adverse events. The proportion of deep sedation measurements before and after the intervention will be compared using the χ2 test. Logistic regression will be used to compare before-and-after differences, adjusting for potential confounders. The inter-rater correlation coefficient will be used to assess paired observations between a study team member and bedside ED nurses, and to describe reliability of RASS measurements. ETHICS AND DISSEMINATION The Human Research Protection Office at Washington University in St. Louis School of Medicine has approved the study. The publication of peer-reviewed manuscripts and the presentation of abstracts at scientific meetings will be used to disseminate the work. REGISTRATION ClinicalTrials.gov identifier NCT04410783; Pre-results.
Collapse
Affiliation(s)
- Brian M Fuller
- Department of Anesthesiology, Division of Critical Care, Department of Emergency Medicine, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Brian W Roberts
- Department of Emergency Medicine, Cooper University Hospital, One Cooper Plaza, Camden, New Jersey, USA
| | - Nicholas M Mohr
- Departments of Emergency Medicine and Anesthesiology, Division of Critical Care, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Ryan D Pappal
- Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Robert J Stephens
- Department of Emergency Medicine, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Yan Yan
- Division of Public Health Sciences, Department of Surgery, Division of Biostatistics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Chris Carpenter
- Department of Emergency Medicine, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Marin H Kollef
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| | - Michael Simon Avidan
- Department of Anesthesiology, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
| |
Collapse
|
4
|
Talbert S, Detrick CW, Emery K, Middleton A, Abomoelak B, Deb C, Mehta DI, Sole ML. Intubation Setting, Aspiration, and Ventilator-Associated Conditions. Am J Crit Care 2020; 29:371-378. [PMID: 32869069 DOI: 10.4037/ajcc2020129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
BACKGROUND Patients experience endotracheal intubation in various settings with wide-ranging risks for postintubation complications such as aspiration and ventilator-associated conditions. OBJECTIVES To evaluate associations between intubation setting, presence of aspiration biomarkers, and clinical outcomes. METHODS This study is a subanalysis of data from the NO-ASPIRATE single-blinded randomized clinical trial. Data were prospectively collected for 513 adult patients intubated within 24 hours of enrollment. Patients with documented aspiration events at intubation were excluded. In the NO-ASPIRATE trial, intervention patients received enhanced oropharyngeal suctioning every 4 hours and control patients received sham suctioning. Tracheal specimens for α-amylase and pepsin tests were collected upon enrollment. Primary outcomes were ventilator hours, lengths of stay, and rates of ventilator-associated conditions. RESULTS Of the baseline tracheal specimens, 76.4% were positive for α-amylase and 33.1% were positive for pepsin. Proportions of positive tracheal α-amylase and pepsin tests did not differ significantly between intubation locations (study hospital, transfer from other hospital, or field intubation). No differences were found for ventilator hours or lengths of stay. Patients intubated at another hospital and transferred had significantly higher ventilator-associated condition rates than did those intubated at the study hospital (P = .02). Ventilator-associated condition rates did not differ significantly between patients intubated in the field and patients in other groups. CONCLUSIONS Higher ventilator-associated condition rates associated with interhospital transfer may be related to movement from bed, vehicle loading and unloading, and transport vehicle vibrations. Airway assessment and care may also be suboptimal in the transport environment.
Collapse
Affiliation(s)
- Steven Talbert
- Steven Talbert is an assistant clinical professor, Christine Wargo Detrick is a doctoral student, and Kimberly Emery is a doctoral candidate, University of Central Florida College of Nursing, Orlando, Florida
| | - Christine Wargo Detrick
- Steven Talbert is an assistant clinical professor, Christine Wargo Detrick is a doctoral student, and Kimberly Emery is a doctoral candidate, University of Central Florida College of Nursing, Orlando, Florida
| | - Kimberly Emery
- Steven Talbert is an assistant clinical professor, Christine Wargo Detrick is a doctoral student, and Kimberly Emery is a doctoral candidate, University of Central Florida College of Nursing, Orlando, Florida
| | - Aurea Middleton
- Aurea Middleton is a clinical research coordinator, Orlando Regional Medical Center, Orlando, Florida
| | - Bassam Abomoelak
- Bassam Abomoelak is a senior research associate and Chirajyoti Deb is a senior research scientist, Gastrointestinal Translational Laboratory, Arnold Palmer Hospital, Orlando Health, Orlando
| | - Chirajyoti Deb
- Chirajyoti Deb is a senior research scientist, Gastrointestinal Translational Laboratory, Arnold Palmer Hospital, Orlando Health, Orlando
| | - Devendra I. Mehta
- Devendra I. Mehta is an associate professor at Florida State University and director of the Gastrointestinal Translational Laboratory, Arnold Palmer Hospital for Children, Orlando Health
| | - Mary Lou Sole
- Mary Lou Sole is dean, Orlando Health Endowed Chair in Nursing, and University of Central Florida Pegasus Professor, University of Central Florida College of Nursing
| |
Collapse
|