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Auriemma CL, Bahti M, Merlino C, Sewell B, Courtright KR. Stakeholder Perspectives on Categorizing Care Settings for Measures of Hospital and Institution-Free Days. Ann Am Thorac Soc 2025; 22:615-618. [PMID: 39661954 PMCID: PMC12005038 DOI: 10.1513/annalsats.202407-768rl] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Accepted: 12/11/2024] [Indexed: 12/13/2024] Open
Affiliation(s)
- Catherine L. Auriemma
- University of PennsylvaniaPhiladelphia, Pennsylvania
- Palliative and Advanced Illness Research Center,Philadelphia, Pennsylvania
| | - Melanie Bahti
- University of PennsylvaniaPhiladelphia, Pennsylvania
- Palliative and Advanced Illness Research Center,Philadelphia, Pennsylvania
| | - Corinne Merlino
- University of PennsylvaniaPhiladelphia, Pennsylvania
- Palliative and Advanced Illness Research Center,Philadelphia, Pennsylvania
| | - Bethany Sewell
- University of PennsylvaniaPhiladelphia, Pennsylvania
- Palliative and Advanced Illness Research Center,Philadelphia, Pennsylvania
| | - Katherine R. Courtright
- University of PennsylvaniaPhiladelphia, Pennsylvania
- Palliative and Advanced Illness Research Center,Philadelphia, Pennsylvania
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Zaloumis S, Summers MJ, Presneill JJ, Bellomo R, Chapple LAS, Chapman MJ, Deane AM, Ferrie S, French C, Hurford S, Kakho N, Maiden MJ, O'Connor SN, Peake SL, Ridley EJ, Tran-Duy A, Williams PJ, Young PJ, Karahalios A. TARGET Protein: the effect of augmented administration of enteral protein to critically ill adults on clinical outcomes-statistical analysis plan for a cluster randomized, cross-sectional, double cross-over, clinical trial. Trials 2025; 26:42. [PMID: 39915843 PMCID: PMC11800547 DOI: 10.1186/s13063-025-08759-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 01/30/2025] [Indexed: 02/11/2025] Open
Abstract
BACKGROUND The TARGET Protein trial will evaluate the effect of greater enteral protein delivery (augmented protein) on clinical outcomes of critically ill adult patients when compared to usual care. OBJECTIVE To describe the statistical analysis plan for the TARGET Protein trial. METHODS TARGET Protein is a cluster randomized, cross-sectional, double cross-over, open-label, registry-embedded, pragmatic clinical trial conducted across Australia and New Zealand. The trial randomized eight intensive care units (ICU) to receive enteral formula containing either higher dose enteral protein (augmented protein) or usual dose protein in a 1:1 ratio. Each ICU received one trial formula for a 3-month period and then switched to the alternate formulae. This sequence was repeated, for a total trial length of 12 months. The primary outcome is the number of days free of the index hospital and alive at day 90. Secondary outcomes include proportion of patients alive at day 90, survivor-only analysis of days free of the index hospital at day 90, duration of invasive ventilation, ICU and hospital length of stay, incidence of tracheostomy insertion, renal replacement therapy, and discharge destination. The statistical methods and models which will be used to estimate the effects for the primary and secondary outcomes are described. All statistical models will account for the cluster-randomized cross-over design to ensure correct estimation of the 95% confidence intervals. Trial enrolment is complete with 3412 patients enrolled. Data linkage is ongoing. CONCLUSION This statistical analysis plan enables transparent reporting of the TARGET Protein trial. It will reduce the risk of potential selective reporting biases. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ACTRN12621001484831). Registered on November 1, 2021.
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Affiliation(s)
- Sophie Zaloumis
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
- Methods and Implementation Support for Clinical and Health (MISCH) Research Hub, Faculty of Medicine, Dentistry, and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Matthew J Summers
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
| | - Jeffrey J Presneill
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Rinaldo Bellomo
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
- Intensive Care Unit, Austin Health, Heidelberg, VIC, Australia
| | - Lee-Anne S Chapple
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Centre for Research Excellence in Translating Nutritional Science to Good Health, National Health and Medical Research Council of Australia, University of Adelaide, Adelaide, South Australia, Australia
| | - Marianne J Chapman
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Centre for Research Excellence in Translating Nutritional Science to Good Health, National Health and Medical Research Council of Australia, University of Adelaide, Adelaide, South Australia, Australia
| | - Adam M Deane
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Suzie Ferrie
- Department of Nutrition & Dietetics, Royal Prince Alfred Hospital, Camperdown, NSW, Australia
- Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Craig French
- Intensive Care Unit, Sunshine Hospital, Melbourne, VIC, Australia
| | - Sally Hurford
- Medical Research Institute of New Zealand, Wellington, New Zealand
| | - Nima Kakho
- Intensive Care Unit, University Hospital Geelong, Geelong, VIC, Australia
| | - Matthew J Maiden
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
- Intensive Care Unit, Royal Melbourne Hospital, Parkville, VIC, Australia
| | - Stephanie N O'Connor
- Intensive Care Unit, Royal Adelaide Hospital, Adelaide, South Australia, Australia
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
| | - Sandra L Peake
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, The Queen Elizabeth Hospital, Woodville South, South Australia, Australia
| | - Emma J Ridley
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Dietetics and Nutrition, Alfred Hospital, Melbourne, VIC, Australia
| | - An Tran-Duy
- Methods and Implementation Support for Clinical and Health (MISCH) Research Hub, Faculty of Medicine, Dentistry, and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
- School of Population and Global Health, Centre for Health Policy, The University of Melbourne, MelbourneMelbourne, VIC, Australia
| | - Patricia J Williams
- Discipline of Acute Care Medicine, The University of Adelaide, Adelaide, South Australia, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Melbourne, VIC, Australia
- Intensive Care Unit, The Queen Elizabeth Hospital, Woodville South, South Australia, Australia
| | - Paul J Young
- Department of Critical Care, The University of Melbourne, Melbourne, Australia
- Medical Research Institute of New Zealand, Wellington, New Zealand
- Intensive Care Unit, Wellington Hospital, Wellington, New Zealand
| | - Amalia Karahalios
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia.
- Methods and Implementation Support for Clinical and Health (MISCH) Research Hub, Faculty of Medicine, Dentistry, and Health Sciences, University of Melbourne, Melbourne, VIC, Australia.
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Malhotra AK, Nathens AB, Shakil H, Jaffe RH, Essa A, Mathieu F, Badhiwala JH, Yuan EY, Thorpe K, Kulkarni AV, Witiw CD, Wilson JR. Days at Home After Traumatic Brain Injury: Moving Beyond Mortality to Evaluate Patient-Centered Outcomes Using Population Health Data. Neurology 2024; 103:e209904. [PMID: 39284113 DOI: 10.1212/wnl.0000000000209904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 08/01/2024] [Indexed: 02/05/2025] Open
Abstract
BACKGROUND AND OBJECTIVES Administrative data are invaluable for assessing outcomes at the population level. However, there are few validated patient-centered outcome measures that capture morbidity following traumatic brain injury (TBI) using these data. We sought to characterize and validate days at home (DAH) as a measure to quantify population-level outcomes after moderate to severe TBI. We additionally assessed the earliest feasible outcome assessment period for patients with TBI using this outcome measure. METHODS This multicenter retrospective cohort study used linked health administrative data sources to identify adults with moderate to severe TBI presenting to trauma centers in Ontario, Canada, between 2009 and 2021. DAH at 180 days (DAH180 days) reflects the total number of days spent alive and at home excluding the days spent institutionalized across care settings. Construct validity was determined using hierarchical quantile regression to assess the associations between clinical and injury covariates with DAH180 days. Predictive validity was assessed using Spearman rank correlation. We estimated minimally important difference (MID) in DAH180 days to aid with outcome measure interpretability. RESULTS There were 6,340 patients who met inclusion criteria. Median DAH180 days was 70 days (interquartile range 0-144). Mortality occurred in 2,162 (34.1%) patients within 90 days following injury. Patients in the lower DAH180 days group were more commonly older (absolute standardized difference [ASD] = 0.68) with higher preinjury health resource utilization (ASD = 0.36) and greater injury severity (ASD = 0.81). Increased baseline health resource utilization (-10.1 days, 95% CI -17.4 to -2.8, p = 0.0041), older age (-4.6 days, 95% CI -5.7 to -3.4, p < 0.001), higher cranial injury severity (-84.6 days, 95% CI -98.3 to -71.0, p < 0.001), and major extracranial injuries (-14.2 days, 95% CI -19.5 to -8.93, p < 0.001) were significantly associated with fewer DAH180 days. DAH180 days was positively correlated with DAH at up to 3 years (r = 0.91, 95% CI 0.90-0.92) and negatively correlated with direct health care expenditure (rs = -0.89, 95% CI -0.88 to -0.90). The average MID estimated from anchor-based and distribution-based methods was 18 days. DISCUSSION We validate DAH180 days as a potentially useful outcome measure with construct, predictive, and face validity in a population with moderate to severe TBI. Given the intensity of acute care requirements for patients with TBI, our work highlights DAH180 days as a feasible and sufficiently responsive outcome measure.
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Affiliation(s)
- Armaan K Malhotra
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Avery B Nathens
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Husain Shakil
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rachael H Jaffe
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ahmad Essa
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Francois Mathieu
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jetan H Badhiwala
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Eva Y Yuan
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Kevin Thorpe
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Abhaya V Kulkarni
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Christopher D Witiw
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
| | - Jefferson R Wilson
- From the Division of Neurosurgery (A.K.M., H.S., R.H.J., A.E., F.M., E.Y.Y., C.D.W., J.R.W.), Unity Health; Li Ka Shing Knowledge Institute (A.K.M., H.S., F.M., C.D.W., J.R.W.); Institute for Health Policy, Management and Evaluation (A.K.M., A.B.N., H.S., R.H.J., K.T., A.V.K., C.D.W., J.R.W.), University of Toronto; Department of Surgery (A.B.N.), Sunnybrook Health Sciences Center, Toronto, Ontario, Canada; Division of Orthopedics (A.E.), Department of Surgery, Shamir Medical Center (Assaf Harofeh), Zerifin; Faculty of Medicine (A.E.), Tel Aviv University, Israel; Interdepartmental Division of Critical Care Medicine (F.M.), Unity Health; Division of Spine Surgery (J.H.B.), Sunnybrook Health Sciences Center; and Division of Neurosurgery (A.V.K.), Hospital for Sick Children, Toronto, Ontario, Canada
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Heybati K, Satkunasivam R, Aminoltejari K, Thomas HS, Salles A, Coburn N, Wright FC, Gotlib Conn L, Luckenbaugh AN, Ranganathan S, Riveros C, McCartney C, Armstrong K, Bass B, Detsky AS, Jerath A, Wallis CJD. Association Between Surgeon Sex and Days Alive at Home Following Surgery: A Population-Based Cohort Study. ANNALS OF SURGERY OPEN 2024; 5:e477. [PMID: 39310349 PMCID: PMC11415092 DOI: 10.1097/as9.0000000000000477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 06/27/2024] [Indexed: 09/25/2024] Open
Abstract
Objective The objective of this study was to measure potential associations between surgeon sex and number of days alive and at home (DAH). Background Patients treated by female surgeons appear to have lower rates of mortality, complications, readmissions, and healthcare costs when compared with male surgeons. DAH is a validated measure, shown to better capture the patient experience of postoperative recovery. Methods We conducted a retrospective study of adults (≥18 years of age) undergoing common surgeries between January 01, 2007 and December 31, 2019 in Ontario, Canada. The outcome measures were the number of DAH within 30-, 90-, and 365-days. The data was summarized using descriptive statistics and adjusted using multivariable generalized estimating equations. Results During the study period, 1,165,711 individuals were included, of which 61.9% (N = 721,575) were female. Those managed by a female surgeon experienced a higher mean number of DAH when compared with male surgeons at 365 days (351.7 vs. 342.1 days; P < 0.001) and at each earlier time point. This remained consistent following adjustment for covariates, with patients of female surgeons experiencing a higher number of DAH at all time points, including at 365 days (343.2 [339.5-347.1] vs. 339.4 [335.9-343.0] days). Multivariable regression modeling revealed that patients of male surgeons had a significantly lower number of DAH versus female surgeons. Conclusions Patients of female surgeons experienced a higher number of DAH when compared with those treated by male surgeons at all time points. More time spent at home after surgery may in turn lower costs of care, resource utilization, and potentially improve quality of life. Further studies are needed to examine these findings across other care contexts.
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Affiliation(s)
- Kiyan Heybati
- From the Mayo Clinic Alix School of Medicine, Mayo Clinic, Rochester, MN
| | - Raj Satkunasivam
- Center for Outcomes Research, Houston Methodist Hospital, Houston, TX
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station Texas, TX
- Department of Urology, Houston Methodist Hospital, Houston, TX
| | - Khatereh Aminoltejari
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Hannah S. Thomas
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Arghavan Salles
- Department of Medicine, Stanford University School of Medicine, Palo Alto, CA
| | - Natalie Coburn
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Frances C. Wright
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Lesley Gotlib Conn
- Department of Surgery, Sunnybrook Health Sciences Center, Toronto, ON, Canada
| | - Amy N. Luckenbaugh
- Department of Urology, Vanderbilt University Medical Center, Nashville, TN
| | | | - Carlos Riveros
- Department of Urology, Houston Methodist Hospital, Houston, TX
| | - Colin McCartney
- Department of Anesthesia, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Kathleen Armstrong
- Division of Plastic Surgery, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Barbara Bass
- George Washington University, School of Medicine and Health Sciences, WA
| | - Allan S. Detsky
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Department of Medicine, Mount Sinai Hospital and University Health Network, Toronto, ON, Canada
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Angela Jerath
- Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- ICES, Toronto, ON, Canada
- Department of Anesthesia, Sunnybrook Health Sciences Center, Toronto, ON, Canada
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Christopher J. D. Wallis
- Division of Urology, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Urology, Department of Surgery, Mount Sinai Hospital, Toronto, ON, Canada
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5
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Auriemma CL, Butt MI, Bahti M, Silvestri JA, Solomon E, Harhay MO, Klaiman T, Schapira MM, Barg FK, Halpern SD. Measuring Quality-weighted Hospital-Free Days in Acute Respiratory Failure: A Modified Delphi Study. Ann Am Thorac Soc 2024; 21:928-939. [PMID: 38507646 PMCID: PMC11160130 DOI: 10.1513/annalsats.202311-962oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 01/24/2024] [Indexed: 03/22/2024] Open
Abstract
Rationale: Hospital-free days (HFDs), a measure of the number of days alive spent outside the hospital, is increasingly used as an endpoint in studies of patients with acute respiratory failure (ARF) or other critical and serious illnesses. Current approaches to measuring HFDs do not account for decrements in functional status or quality of life that ARF survivors and family members value. Objectives: To develop an acceptable approach to measure quality-weighted HFDs using patient-reported outcomes. Methods: We conducted a four-round modified Delphi process among ARF experts: those with lived or professional experience. Experts rated survivorship domains, instrument and data collection characteristics, and methods to translate responses into quality-weighted HFDs. The consensus threshold was that ⩾70% of respondents rated an item "totally acceptable" or "acceptable" and ⩽15% of respondents rated the item "totally unacceptable," "unacceptable," or "slightly unacceptable." Results: Fifty-seven experts participated in round 1. Response rates were 82-93% for subsequent rounds. Priority survivorship domains were physical function and health-related quality of life. Participants reached a consensus that data collection during ARF recovery should take less than 15 minutes per assessment, allow surrogate completion when patients are unable, and continue for at least 24 months of follow-up. Using the EuroQol-5 Dimensions (EQ-5D) questionnaire to quality weight HFDs met consensus criteria for acceptability. A majority of panelists preferred quality-weighted HFDs to unweighted HFDs or survival for use in future ARF studies. Conclusions: Quality-weighting HFDs using patient and/or surrogate responses to the EQ-5D captured stakeholder priorities and was acceptable to this Delphi panel.
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Affiliation(s)
- Catherine L. Auriemma
- Palliative and Advanced Illness Research Center
- Department of Medicine
- Leonard Davis Institute of Health Economics
| | | | | | | | | | - Michael O. Harhay
- Palliative and Advanced Illness Research Center
- Department of Biostatistics, Epidemiology, and Informatics
| | | | - Marilyn M. Schapira
- Department of Medicine
- Leonard Davis Institute of Health Economics
- Center for Health Equity Research & Promotion, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | - Frances K. Barg
- Department of Family Medicine and Community Health, and
- Department of Anthropology, University of Pennsylvania, Philadelphia, Pennsylvania; and
| | - Scott D. Halpern
- Palliative and Advanced Illness Research Center
- Department of Medicine
- Leonard Davis Institute of Health Economics
- Department of Biostatistics, Epidemiology, and Informatics
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Quinn PL, Saiyed S, Hannon C, Sarna A, Waterman BL, Cloyd JM, Spriggs R, Rush LJ, McAlearney AS, Ejaz A. Reporting time toxicity in prospective cancer clinical trials: A scoping review. Support Care Cancer 2024; 32:275. [PMID: 38589750 PMCID: PMC11420998 DOI: 10.1007/s00520-024-08487-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 04/05/2024] [Indexed: 04/10/2024]
Abstract
PURPOSE This review aimed to assess the measurement and reporting of time toxicity (i.e., time spent receiving care) within prospective oncologic studies. METHODS On July 23, 2023, PubMed, Scopus, and Embase were queried for prospective or randomized controlled trials (RCT) from 1984 to 2023 that reported time toxicity as a primary or secondary outcome for oncologic treatments or interventions. Secondary analyses of RCTs were included if they reported time toxicity. The included studies were then evaluated for how they reported and defined time toxicity. RESULTS The initial query identified 883 records, with 10 studies (3 RCTs, 2 prospective cohort studies, and 5 secondary analyses of RCTs) meeting the final inclusion criteria. Treatment interventions included surgery (n = 5), systemic therapies (n = 4), and specialized palliative care (n = 1). The metric "days alive and out of the hospital" was used by 80% (n = 4) of the surgical studies. Three of the surgical studies did not include time spent receiving ambulatory care within the calculation of time toxicity. "Time spent at home" was assessed by three studies (30%), each using different definitions. The five secondary analyses from RCTs used more comprehensive metrics that included time spent receiving both inpatient and ambulatory care. CONCLUSIONS Time toxicity is infrequently reported within oncologic clinical trials, with no standardized definition, metric, or methodology. Further research is needed to identify best practices in the measurement and reporting of time toxicity to develop strategies that can be implemented to reduce its burden on patients seeking cancer care.
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Affiliation(s)
- Patrick L Quinn
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Connor Hannon
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Angela Sarna
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Jordan M Cloyd
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Laura J Rush
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Aslam Ejaz
- Division of Surgical Oncology, Department of Surgery, University of Illinois Chicago, Chicago, IL, USA.
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Hedberg P, Baltzer N, Granath F, Fored M, Mårtensson J, Nauclér P. Clinical outcomes during and beyond different COVID-19 critical illness variant periods compared with other lower respiratory tract infections. Crit Care 2023; 27:427. [PMID: 37932793 PMCID: PMC10629059 DOI: 10.1186/s13054-023-04722-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/02/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND It is yet to be better understood how outcomes during and after the critical illness potentially differ between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants from other lower respiratory tract infections (LRTIs). We aimed to compare outcomes in adults admitted to an intensive care unit (ICU) with coronavirus disease 2019 (COVID-19) during the Wild-type, Alpha, Delta, and Omicron periods with individuals admitted with other LRTI. METHODS Population-based cohort study in Stockholm, Sweden, using health registries with high coverage, including ICU-admitted adults from 1 January 2016 to 15 September 2022. Outcomes were in-hospital mortality, 180-day post-discharge mortality, 180-day hospital readmission, 180-day days alive and at home (DAAH), and incident diagnoses registered during follow-up. RESULTS The number of ICU admitted individuals were 1421 Wild-type, 551 Alpha, 190 Delta, 223 Omicron, and 2380 LRTI. In-hospital mortality ranged from 28% (n = 665) in the LRTI cohort to 35% (n = 77) in the Delta cohort. The adjusted cause-specific hazard ratio (CSHR) compared with the LRTI cohort was 1.33 (95% confidence interval [CI] 1.16-1.53) in the Wild-type cohort, 1.53 (1.28-1.82) in the Alpha cohort, 1.70 (1.30-2.24) in the Delta cohort, and 1.59 (1.24-2.02) in the Omicron cohort. Among patients discharged alive from their COVID-19 hospitalization, the post-discharge mortality rates were lower (1-3%) compared with the LRTI cohort (9%), and the risk of hospital readmission was lower (CSHRs ranging from 0.42 to 0.68). Moreover, all COVID-19 cohorts had compared with the LRTI cohort more DAAH after compared with before the critical illness. CONCLUSION Overall, COVID-19 critical was associated with an increased hazard of in-hospital mortality, but among those discharged alive from the hospital, less severe long-term outcomes were observed compared with other LRTIs.
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Affiliation(s)
- Pontus Hedberg
- Department of Medicine, Huddinge, Karolinska Institutet, H7 Medicin, Huddinge, H7 Infektion och Hud Sönnerborg, 171 77, Stockholm, Sweden.
| | - Nicholas Baltzer
- Division of Infectious Diseases, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Granath
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Michael Fored
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Johan Mårtensson
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - Pontus Nauclér
- Division of Infectious Diseases, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
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Burke LG, Burke RC, Duggan CE, Figueroa JF, John Orav E, Marcantonio ER. Trends in healthy days at home for Medicare beneficiaries using the emergency department. J Am Geriatr Soc 2023; 71:3122-3133. [PMID: 37300394 PMCID: PMC10592590 DOI: 10.1111/jgs.18464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/04/2023] [Accepted: 05/08/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Older adults, particularly those with Alzheimer's Disease and Alzheimer's Disease Related Dementias (AD/ADRD), have high rates of emergency department (ED) visits and are at risk for poor outcomes. How best to measure quality of care for this population has been debated. Healthy Days at Home (HDAH) is a broad outcome measure reflecting mortality and time spent in facility-based healthcare settings versus home. We examined trends in 30-day HDAH for Medicare beneficiaries after visiting the ED and compared trends by AD/ADRD status. METHODS We identified all ED visits among a national 20% sample of Medicare beneficiaries ages 68 and older from 2012 to 2018. For each visit, we calculated 30-day HDAH by subtracting mortality days and days spent in facility-based healthcare settings within 30 days of an ED visit. We calculated adjusted rates of HDAH using linear regression, accounting for hospital random effects, visit diagnosis, and patient characteristics. We compared rates of HDAH among beneficiaries with and without AD/ADRD, including accounting for nursing home (NH) residency status. RESULTS We found fewer adjusted 30-day HDAH after ED visits among patients with AD/ADRD compared to those without AD/ADRD (21.6 vs. 23.0). This difference was driven by a greater number of mortality days, SNF days, and, to a lesser degree, hospital observation days, ED visits, and long-term hospital days. From 2012 to 2018, individuals living with AD/ADRD had fewer HDAH each year but a greater mean annual increase over time (p < 0.001 for the interaction between year and AD/ADRD status). Being a NH resident was associated with fewer adjusted 30-day HDAH for beneficiaries with and without AD/ADRD. CONCLUSIONS Beneficiaries with AD/ADRD had fewer HDAH following an ED visit but saw moderately greater increases in HDAH over time compared to those without AD/ADRD. This trend was visit driven by declining mortality and utilization of inpatient and post-acute care.
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Affiliation(s)
- Laura G. Burke
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ryan C. Burke
- Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Ciara E. Duggan
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jose F. Figueroa
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - E. John Orav
- Department of Medicine, Division of General Internal Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Edward R. Marcantonio
- Divisions of General Medicine and Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, MA, USA
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