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Haines KJ, Leggett N, Hibbert E, Hall T, Boehm LM, Bakhru RN, Bastin AJ, Butcher BW, Eaton TL, Harris W, Hope AA, Jackson J, Johnson A, Kloos JA, Korzick KA, Mactavish P, Meyer J, Montgomery-Yates A, Quasim T, Slack A, Wade D, Still M, Netzer G, Hopkins RO, Mikkelsen ME, Iwashyna TJ, McPeake J, Sevin CM. Patient and Caregiver-Derived Health Service Improvements for Better Critical Care Recovery. Crit Care Med 2022; 50:1778-1787. [PMID: 36205494 PMCID: PMC9671858 DOI: 10.1097/ccm.0000000000005681] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVES To engage critical care end-users (survivors and caregivers) to describe their emotions and experiences across their recovery trajectory, and elicit their ideas and solutions for health service improvements to improve the ICU recovery experience. DESIGN End-user engagement as part of a qualitative design using the Framework Analysis method. SETTING The Society of Critical Care Medicine's THRIVE international collaborative sites (follow-up clinics and peer support groups). SUBJECTS Patients and caregivers following critical illness and identified through the collaboratives. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Eighty-six interviews were conducted. The following themes were identified: 1) Emotions and experiences of patients-"Loss of former self; Experiences of disability and adaptation"; 2) Emotions and experiences of caregivers-"Emotional impacts, adopting new roles, and caregiver burden; Influence of gender roles; Adaptation, adjustment, recalibration"; and 3) Patient and caregiver-generated solutions to improve recovery across the arc of care-"Family-targeted education; Expectation management; Rehabilitation for patients and caregivers; Peer support groups; Reconnecting with ICU post-discharge; Access to community-based supports post-discharge; Psychological support; Education of issues of ICU survivorship for health professionals; Support across recovery trajectory." Themes were mapped to a previously published recovery framework (Timing It Right) that captures patient and caregiver experiences and their support needs across the phases of care from the event/diagnosis to adaptation post-discharge home. CONCLUSIONS Patients and caregivers reported a range of emotions and experiences across the recovery trajectory from ICU to home. Through end-user engagement strategies many potential solutions were identified that could be implemented by health services and tested to support the delivery of higher-quality care for ICU survivors and their caregivers that extend from tertiary to primary care settings.
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Affiliation(s)
- Kimberley J Haines
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
- Department of Critical Care, School of Medicine, The University of Melbourne, Melbourne, VIC, Australia
| | - Nina Leggett
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
| | - Elizabeth Hibbert
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
| | - Tarli Hall
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
| | | | - Rita N Bakhru
- Department of Internal Medicine, Section of Pulmonary, Critical Care, Allergy and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Anthony J Bastin
- Department of Peri-operative Medicine, St Bartholomew's Hospital, Barts Health NHS Trust, London, United Kingdom
| | - Brad W Butcher
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Tammy L Eaton
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
- Department of Critical Care, School of Medicine, The University of Melbourne, Melbourne, VIC, Australia
- School of Nursing, Vanderbilt University, Nashville, TN
- Department of Internal Medicine, Section of Pulmonary, Critical Care, Allergy and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC
- Department of Peri-operative Medicine, St Bartholomew's Hospital, Barts Health NHS Trust, London, United Kingdom
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Critical Illness Recovery Center at UPMC Mercy, Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Division of Critical Care Medicine, Albert Einstein College of Medicine of Yeshiva University, New York, NY
- Vanderbilt University Medical Center, Nashville, TN
- Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN
- University Hospitals Cleveland Medical Center, Cleveland, OH
- Pulmonary and Critical Care Medicine, Geisinger Medical Center, Scranton, PA
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
- Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kentucky, Lexington, KY
- Emory University Hospital (Emory Healthcare), Atlanta, GA
- Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD
- Department of Medicine, Pulmonary and Critical Care Division, Intermountain Medical Center, Murray, UT
- Center for Humanizing Critical Care, Intermountain Health Care, Murray, UT
- Psychology Department and Neuroscience Center, Brigham Young University, Provo, UT
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
- Department of Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, MI
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI
- School of Medicine, Dentistry and Nursing, University of Glasgow, Scotland, United Kingdom
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Wendy Harris
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Aluko A Hope
- Division of Critical Care Medicine, Albert Einstein College of Medicine of Yeshiva University, New York, NY
| | | | - Annie Johnson
- Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN
| | - Janet A Kloos
- University Hospitals Cleveland Medical Center, Cleveland, OH
| | - Karen A Korzick
- Pulmonary and Critical Care Medicine, Geisinger Medical Center, Scranton, PA
| | - Pamela Mactavish
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
| | - Joel Meyer
- Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Ashley Montgomery-Yates
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kentucky, Lexington, KY
| | - Tara Quasim
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
| | - Andrew Slack
- Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Dorothy Wade
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Mary Still
- Emory University Hospital (Emory Healthcare), Atlanta, GA
| | - Giora Netzer
- Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD
| | - Ramona O Hopkins
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
- Department of Critical Care, School of Medicine, The University of Melbourne, Melbourne, VIC, Australia
- School of Nursing, Vanderbilt University, Nashville, TN
- Department of Internal Medicine, Section of Pulmonary, Critical Care, Allergy and Immunology, Wake Forest University School of Medicine, Winston-Salem, NC
- Department of Peri-operative Medicine, St Bartholomew's Hospital, Barts Health NHS Trust, London, United Kingdom
- Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Critical Illness Recovery Center at UPMC Mercy, Department of Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- University College London Hospitals NHS Foundation Trust, London, United Kingdom
- Division of Critical Care Medicine, Albert Einstein College of Medicine of Yeshiva University, New York, NY
- Vanderbilt University Medical Center, Nashville, TN
- Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN
- University Hospitals Cleveland Medical Center, Cleveland, OH
- Pulmonary and Critical Care Medicine, Geisinger Medical Center, Scranton, PA
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
- Guy's & St Thomas' NHS Foundation Trust, London, United Kingdom
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kentucky, Lexington, KY
- Emory University Hospital (Emory Healthcare), Atlanta, GA
- Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, Baltimore, MD
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD
- Department of Medicine, Pulmonary and Critical Care Division, Intermountain Medical Center, Murray, UT
- Center for Humanizing Critical Care, Intermountain Health Care, Murray, UT
- Psychology Department and Neuroscience Center, Brigham Young University, Provo, UT
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
- Department of Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, MI
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI
- School of Medicine, Dentistry and Nursing, University of Glasgow, Scotland, United Kingdom
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Mark E Mikkelsen
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Theodore J Iwashyna
- Department of Medicine, Division of Pulmonary & Critical Care, University of Michigan, Ann Arbor, MI
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI
| | - Joanne McPeake
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
- School of Medicine, Dentistry and Nursing, University of Glasgow, Scotland, United Kingdom
| | - Carla M Sevin
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN
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Turnbull AE, Ji H, Dinglas VD, Wu AW, Mendez-Tellez PA, Himmelfarb CD, Shanholtz CB, Hosey MM, Hopkins RO, Needham DM. Understanding Patients' Perceived Health After Critical Illness: Analysis of Two Prospective, Longitudinal Studies of ARDS Survivors. Chest 2022; 161:407-417. [PMID: 34419426 PMCID: PMC8941599 DOI: 10.1016/j.chest.2021.07.2177] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 07/15/2021] [Accepted: 07/31/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Perceived health is one of the strongest determinants of subjective well-being, but it has received little attention among survivors of ARDS. RESEARCH QUESTION How well do self-reported measures of physical, emotional, and social functioning predict perceived overall health (measured using the EQ-5D visual analog scale [EQ-5D-VAS]) among adult survivors of ARDS? Are demographic features, comorbidity, or severity of illness correlated with perceived health after controlling for self-reported functioning? STUDY DESIGN AND METHODS We analyzed the ARDSNet Long Term Outcomes Study (ALTOS) and Improving Care of Acute Lung Injury Patients (ICAP) Study, two longitudinal cohorts with a total of 823 survivors from 44 US hospitals, which prospectively assessed survivors at 6 and 12 months after ARDS. Perceived health, evaluated using the EQ-5D-VAS, was predicted using ridge regression and self-reported measures of physical, emotional, and social functioning. The difference between observed and predicted perceived health was termed perspective deviation (PD). Correlations between PD and demographics, comorbidities, and severity of illness were explored. RESULTS The correlation between observed and predicted EQ-5D-VAS scores ranged from 0.68 to 0.73 across the two cohorts and time points. PD ranged from -80 to +34 and was more than the minimum clinically important difference for 52% to 55% of survivors. Neither demographic features, comorbidity, nor severity of illness were correlated strongly with PD, with |r| < 0.25 for all continuous variables in both cohorts and time points. The correlation between PD at 6- and 12-month assessments was weak (ALTOS: r = 0.22, P < .001; ICAP: r = 0.20, P = .02). INTERPRETATION About half of survivors of ARDS showed clinically important differences in actual perceived health vs predicted perceived health based on self-reported measures of functioning. Survivors of ARDS demographic features, comorbidities, and severity of illness were correlated only weakly with perceived health after controlling for measures of perceived functioning, highlighting the challenge of predicting how individual patients will respond psychologically to new impairments after critical illness.
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Affiliation(s)
- Alison E Turnbull
- Outcomes After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University, Baltimore, MD; Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD; Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD.
| | - Hongkai Ji
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | - Victor D Dinglas
- Outcomes After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University, Baltimore, MD; Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Albert W Wu
- Center for Health Services and Outcomes Research, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD; Division of General Internal Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Pedro A Mendez-Tellez
- Outcomes After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University, Baltimore, MD; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University, Baltimore, MD
| | - Cheryl Dennison Himmelfarb
- Office for Science and Innovation, Johns Hopkins School of Nursing, Johns Hopkins University, Baltimore, MD
| | - Carl B Shanholtz
- Division of Pulmonary and Critical Care Medicine, University of Maryland, Baltimore, MD
| | - Megan M Hosey
- Outcomes After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University, Baltimore, MD; Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD; Department of Physical Medicine and Rehabilitation, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Ramona O Hopkins
- Center for Humanizing Critical Care, Intermountain Healthcare, Murray, UT; Psychology Department and Neuroscience Center, Brigham Young University, Provo, UT
| | - Dale M Needham
- Outcomes After Critical Illness and Surgery (OACIS) Group, Johns Hopkins University, Baltimore, MD; Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD; Department of Physical Medicine and Rehabilitation, School of Medicine, Johns Hopkins University, Baltimore, MD
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Haines KJ, Hibbert E, McPeake J, Anderson BJ, Bienvenu OJ, Andrews A, Brummel NE, Ferrante LE, Hopkins RO, Hough CL, Jackson J, Mikkelsen ME, Leggett N, Montgomery-Yates A, Needham DM, Sevin CM, Skidmore B, Still M, van Smeden M, Collins GS, Harhay MO. Prediction Models for Physical, Cognitive, and Mental Health Impairments After Critical Illness: A Systematic Review and Critical Appraisal. Crit Care Med 2020; 48:1871-1880. [PMID: 33060502 PMCID: PMC7673641 DOI: 10.1097/ccm.0000000000004659] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Improved ability to predict impairments after critical illness could guide clinical decision-making, inform trial enrollment, and facilitate comprehensive patient recovery. A systematic review of the literature was conducted to investigate whether physical, cognitive, and mental health impairments could be predicted in adult survivors of critical illness. DATA SOURCES A systematic search of PubMed and the Cochrane Library (Prospective Register of Systematic Reviews ID: CRD42018117255) was undertaken on December 8, 2018, and the final searches updated on January 20, 2019. STUDY SELECTION Four independent reviewers assessed titles and abstracts against study eligibility criteria. Studies were eligible if a prediction model was developed, validated, or updated for impairments after critical illness in adult patients. Discrepancies were resolved by consensus or an independent adjudicator. DATA EXTRACTION Data on study characteristics, timing of outcome measurement, candidate predictors, and analytic strategies used were extracted. Risk of bias was assessed using the Prediction model Risk Of Bias Assessment Tool. DATA SYNTHESIS Of 8,549 screened studies, three studies met inclusion. All three studies focused on the development of a prediction model to predict (1) a mental health composite outcome at 3 months post discharge, (2) return-to-pre-ICU functioning and residence at 6 months post discharge, and (3) physical function 2 months post discharge. Only one model had been externally validated. All studies had a high risk of bias, primarily due to the sample size, and statistical methods used to develop and select the predictors for the prediction published model. CONCLUSIONS We only found three studies that developed a prediction model of any post-ICU impairment. There are several opportunities for improvement for future prediction model development, including the use of standardized outcomes and time horizons, and improved study design and statistical methodology.
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Affiliation(s)
- Kimberley J Haines
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
- The University of Melbourne, Melbourne, VIC, Australia
| | - Elizabeth Hibbert
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
| | - Joanne McPeake
- Glasgow Royal Infirmary, NHS Greater Glasgow and Clyde, Scotland, United Kingdom
- THIS Institute, University of Cambridge, Cambridge, United Kingdom
- School of Medicine, Dentistry and Nursing, University of Glasgow, Scotland, United Kingdom
| | - Brian J Anderson
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Oscar Joseph Bienvenu
- Division of Pulmonary, Allergy, and Critical Care Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | | | - Nathan E Brummel
- Division of Pulmonary, Critical Care, and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH
| | - Lauren E Ferrante
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Ramona O Hopkins
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, UT
- Pulmonary and Critical Care Medicine, Intermountain Medical Center, Murray, UT
- Center for Humanizing Critical Care, Intermountain Health Care, Murray, UT
| | - Catherine L Hough
- Division of Pulmonary and Critical Care Medicine, Oregon Health & Science University, Portland, OR
| | - James Jackson
- Department of Medicine, Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN
| | - Mark E Mikkelsen
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Kentucky, Lexington, KY
| | - Nina Leggett
- Department of Physiotherapy, Western Health, Sunshine Hospital, Melbourne, VIC, Australia
| | - Ashley Montgomery-Yates
- Division of Pulmonary, Allergy, and Critical Care Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA
| | - Dale M Needham
- Pulmonary and Critical Care Medicine, and Physical Medicine and Rehabilitation, Johns Hopkins University, Baltimore, MD
| | - Carla M Sevin
- Vanderbilt University School of Medicine, Nashville, TN
| | | | - Mary Still
- Emory University Hospital (Emory Healthcare), Atlanta, GA
| | - Maarten van Smeden
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
| | - Gary S Collins
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Michael O Harhay
- Department of Biostatistics, Epidemiology and Informatics, and Palliative and Advanced Illness Research (PAIR) Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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