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Mehta J, Williams C, Holden RJ, Taylor B, Fowler NR, Boustani M. The methodology of the Agile Nudge University. FRONTIERS IN HEALTH SERVICES 2023; 3:1212787. [PMID: 38093811 PMCID: PMC10716213 DOI: 10.3389/frhs.2023.1212787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Accepted: 11/10/2023] [Indexed: 02/01/2024]
Abstract
Introduction The Agile Nudge University is a National Institute on Aging-funded initiative to engineer a diverse, interdisciplinary network of scientists trained in Agile processes. Methods Members of the network are trained and mentored in rapid, iterative, and adaptive problem-solving techniques to develop, implement, and disseminate evidence-based nudges capable of addressing health disparities and improving the care of people living with Alzheimer's disease and other related dementias (ADRD). Results Each Agile Nudge University cohort completes a year-long online program, biweekly coaching and mentoring sessions, monthly group-based problem-solving sessions, and receives access to a five-day Bootcamp and the Agile Nudge Resource Library. Discussion The Agile Nudge University is evaluated through participant feedback, competency surveys, and tracking of the funding, research awards, and promotions of participating scholars. The Agile Nudge University is compounding national innovation efforts in overcoming the gaps in the ADRD discovery-to-delivery translational cycle.
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Affiliation(s)
- Jade Mehta
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
| | - Christopher Williams
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
- Sandra Eskenazi Center for Brain Care Innovation, Eskenazi Health, Indianapolis, IN, United States
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
| | - Richard J. Holden
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
- Department of Health and Wellness Design, School of Public Health - Bloomington, Indiana University, Bloomington, IN, United States
- Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States
- Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States
| | - Britain Taylor
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
- Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States
| | - Nicole R. Fowler
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
- Sandra Eskenazi Center for Brain Care Innovation, Eskenazi Health, Indianapolis, IN, United States
- Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States
- Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States
| | - Malaz Boustani
- Center for Health Innovation and Implementation Science, School of Medicine, Indiana University, Indianapolis, IN, United States
- Sandra Eskenazi Center for Brain Care Innovation, Eskenazi Health, Indianapolis, IN, United States
- Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States
- Center for Aging Research, Regenstrief Institute, Inc, Indianapolis, IN, United States
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da Rocha FR, Gonçalves RC, Prestes GDS, Damásio D, Goulart AI, Vieira AADS, Michels M, da Rosa MI, Ritter C, Dal-Pizzol F. Biomarkers of neuropsychiatric dysfunction in intensive care unit survivors: a prospective cohort study. CRITICAL CARE SCIENCE 2023; 35:147-155. [PMID: 37712803 PMCID: PMC10406403 DOI: 10.5935/2965-2774.20230422-en] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/16/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE To assess factors associated with long-term neuropsychiatric outcomes, including biomarkers measured after discharge from the intensive care unit. METHODS A prospective cohort study was performed with 65 intensive care unit survivors. The cognitive evaluation was performed through the Mini-Mental State Examination, the symptoms of anxiety and depression were evaluated using the Hospital Anxiety and Depression Scale, and posttraumatic stress disorder was evaluated using the Impact of Event Scale-6. Plasma levels of amyloid-beta (1-42) [Aβ (1-42)], Aβ (1-40), interleukin (IL)-10, IL-6, IL-33, IL-4, IL-5, tumor necrosis factor alpha, C-reactive protein, and brain-derived neurotrophic factor were measured at intensive care unit discharge. RESULTS Of the variables associated with intensive care, only delirium was independently related to the occurrence of long-term cognitive impairment. In addition, higher levels of IL-10 and IL-6 were associated with cognitive dysfunction. Only IL-6 was independently associated with depression. Mechanical ventilation, IL-33 levels, and C-reactive protein levels were independently associated with anxiety. No variables were independently associated with posttraumatic stress disorder. CONCLUSION Cognitive dysfunction, as well as symptoms of depression, anxiety, and posttraumatic stress disorder, are present in patients who survive a critical illness, and some of these outcomes are associated with the levels of inflammatory biomarkers measured at discharge from the intensive care unit.
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Affiliation(s)
- Franciani Rodrigues da Rocha
- Laboratory of Translational Biomedicine, Postgraduate Program in
Health Sciences, Universidade do Extremo Sul Catarinense - Criciúma (SC),
Brazil
| | - Renata Casagrande Gonçalves
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
| | - Gabriele da Silveira Prestes
- Laboratory of Translational Biomedicine, Postgraduate Program in
Health Sciences, Universidade do Extremo Sul Catarinense - Criciúma (SC),
Brazil
| | - Danusa Damásio
- Research Centre, Hospital São José - Criciúma
(SC), Brazil
| | - Amanda Indalécio Goulart
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
| | - Andriele Aparecida da Silva Vieira
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
| | - Monique Michels
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
| | - Maria Inês da Rosa
- Laboratory of Translational Biomedicine, Postgraduate Program in
Health Sciences, Universidade do Extremo Sul Catarinense - Criciúma (SC),
Brazil
| | - Cristiane Ritter
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
| | - Felipe Dal-Pizzol
- Laboratory of Experimental Pathophysiology, Postgraduate Program in
Health Sciences, Health Sciences Unit, Universidade do Extremo Sul Catarinense -
Criciúma (SC), Brazil
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Najafi Ghezeljeh T, Rahnamaei F, Omrani S, Haghani S. The effects of interactive E-learning on delirium recognition ability and delirium-related strain of care among critical care nurses. J Intensive Care Soc 2022; 23:44-52. [PMID: 37593534 PMCID: PMC10427842 DOI: 10.1177/1751143720972627] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/19/2023] Open
Abstract
Background Nursing care for patients with delirium is very complex and stressful and is associated with considerable care strain for nurses. Delirium recognition is the first step to the prevention and management of delirium and reduction of strain of care. Education is one of the strategies for improving nurses' delirium recognition ability. Objectives This study aimed to evaluate the effects of interactive E-learning on delirium recognition ability and delirium-related strain of care among critical care nurses. Methods This quasi-experimental study was conducted in 2019 using a two-group pretest-posttest design. Participants were 98 critical care nurses recruited through a census from two hospitals in Iran. They were non-randomly allocated to an intervention and a control group. Study intervention was an interactive E-learning program with four parts on delirium, its prevention, its treatment, and its diagnostic and screening procedures. The program was uploaded on a website and its link was provided to participants in the intervention group. Before and two months after the intervention, data were collected using the Strain of Care for Delirium Index and five case vignettes. For data analysis, the Chi-square, Fisher's exact, independent-sample t, and paired-sample t tests were performed usingthe SPSS software (v. 16.0). Findings Groups did not significantly differ from each other regarding the pretest mean scores of delirium recognition ability and strain of care. After the intervention, the mean score of delirium recognition ability in the intervention group was significantly greater and the mean score of strain of care was significantly lower than the control group (P < 0.05). Conclusion Interactive E-learning is effective in significantly improving critical care nurses' delirium recognition ability and reducing their strain of care. As nurses' heavy workload and limited free time are among the main barriers to their participation in face-to-face educational programs, interactive E-learning can be used for in-service education.
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Affiliation(s)
- Tahereh Najafi Ghezeljeh
- Nursing Care Research Center, Department of Critical Care Nursing, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Rahnamaei
- Department of Critical Care Nursing, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
| | - Soghra Omrani
- Distance Education Planning, Iran University of Medical Sciences, Tehran, Iran
| | - Shima Haghani
- Statistic and Mathematics Department, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
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Abstract
Delirium, a form of acute brain dysfunction, is very common in the critically ill adult patient population. Although its pathophysiology is poorly understood, multiple factors associated with delirium have been identified, many of which are coincident with critical illness. To date, no drug or non-drug treatments have been shown to improve outcomes in patients with delirium. Clinical trials have provided a limited understanding of the contributions of multiple triggers and processes of intensive care unit (ICU) acquired delirium, making identification of therapies difficult. Delirium is independently associated with poor long term outcomes, including persistent cognitive impairment. A longer duration of delirium is associated with worse long term cognition after adjustment for age, education, pre-existing cognitive function, severity of illness, and exposure to sedatives. Interestingly, differences in prevalence are seen between ICU survivor populations, with survivors of acute respiratory distress syndrome experiencing higher rates of cognitive impairment at early follow-up compared with mixed ICU survivor populations. Although cognitive performance improves over time for some ICU survivors, impairment is persistent in others. Studies have so far been unable to identify patients at higher risk of long term cognitive impairment; this is an active area of scientific investigation.
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Affiliation(s)
- M Elizabeth Wilcox
- Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
- Division of Respirology, Department of Medicine, University Health Network and Mount Sinai Hospital, Toronto, ON, Canada
| | - Timothy D Girard
- Clinical Research, Investigation, and Systems Modeling of Acute illness (CRISMA) Center, Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Catherine L Hough
- Division of Pulmonary and Critical Care Medicine, Oregon Health & Science University, Portland, OR, USA
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Physical and Cognitive Training to Enhance Intensive Care Unit Survivors' Cognition: A Mapping Review. Rehabil Nurs 2021; 46:323-332. [PMID: 33833206 DOI: 10.1097/rnj.0000000000000325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE The aim of this study was to examine current literature regarding effects of physical or cognitive training and simultaneous (dual-task) physical and cognitive training on cognition in adults surviving an intensive care unit (ICU) stay. DESIGN Systematic mapping. METHODS A literature search was conducted to examine effects of physical and/or cognitive training on cognitive processes. RESULTS Few studies targeted adults surviving ICU. Independently, physical and cognitive interventions improved cognition in healthy older adults with and without cognitive impairment. Simultaneous interventions may improve executive function. Small sample size and heterogeneity of interventions limited the ability to make inferences. CONCLUSION Literature supports positive effects of single- and dual-task training on recovering cognition in adults. This training could benefit ICU survivors who need to regain cognitive function and prevent future decline. RELEVANCE TO PRACTICE With the growing number of ICU survivors experiencing cognitive deficits, it is essential to develop and test interventions that restore cognitive function in this understudied population.
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Muradov O, Petrovskaya O, Papathanassoglou E. Effectiveness of cognitive interventions on cognitive outcomes of adult intensive care unit survivors: A scoping review. Aust Crit Care 2021; 34:473-485. [PMID: 33526331 DOI: 10.1016/j.aucc.2020.11.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 11/07/2020] [Accepted: 11/15/2020] [Indexed: 10/22/2022] Open
Abstract
BACKGROUND Cognitive impairments have been identified as significant under-recognised negative sequelae of postintensive care syndrome. No treatment guidelines exist for cognitive interventions addressing the devastating consequences of impairments and their potential impact on outcomes of intensive care unit (ICU) survivors. AIM The aim of the study was to identify all available cognitive interventions and measurable outcomes for the cognitive rehabilitation of adult ICU survivors, as reported in published articles. Secondary aims included to critically synthesise existing evidence in improving adult ICU survivors' cognitive outcomes after ICU discharge and to extract implications for future research. METHODS A scoping review was conducted based on a rigorous literature search (CINAHL, Embase, MEDLINE, PubMed, SCOPUS, Cochrane Library, and Google Scholar) using predefined keywords. The protocol was based on current guidelines. Eligibility criteria included published (i) experimental and quasi-experimental studies reporting the effects of cognitive interventions on cognitive outcomes of adult critical illness survivors after hospital discharge and (ii) protocols identifying cognitive interventions with predefined cognitive outcome measures. RESULTS Seven studies were included: three experimental studies, two quasi-experimental studies, and two published protocols. Significant heterogeneity in the type of interventions, outcome measures, and assessment tools was noted. Interventions included variations of goal management training and an integrated multidisciplinary model. The setting, delivery, and duration of interventions varied. Cognitive outcomes included variations of global cognitive function and executive function. Overall, the evidence on the effects of cognitive interventions, as compared with routine care, in improving global cognitive function is inconclusive. More evidence support exists with respect to improving executive function. CONCLUSION Although various cognitive intervention approaches have shown some positive effects on outcomes of ICU survivors after hospital discharge, the high risk of bias and high heterogeneity across studies preclude conclusions about the most appropriate post-ICU care to rehabilitate cognitive deficits in critical care survivors. This review highlighted a number of methodological limitations that require further investigation.
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Affiliation(s)
- Olga Muradov
- University of Alberta, Edmonton Clinic Health Academy (ECHA), 11405-87th Ave. Edmonton, Alberta, T6G 1C9, Canada.
| | - Olga Petrovskaya
- Faculty of Nursing, University of Alberta, 5-260 Edmonton Clinic Health Academy (ECHA), 11405-87th Ave. Edmonton, Alberta, T6G 1C9, Canada.
| | - Elizabeth Papathanassoglou
- Faculty of Nursing, University of Alberta, 5-260 Edmonton Clinic Health Academy (ECHA), 11405-87th Ave. Edmonton, Alberta, T6G 1C9, Canada.
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Ramage AE. Potential for Cognitive Communication Impairment in COVID-19 Survivors: A Call to Action for Speech-Language Pathologists. AMERICAN JOURNAL OF SPEECH-LANGUAGE PATHOLOGY 2020; 29:1821-1832. [PMID: 32946270 DOI: 10.1044/2020_ajslp-20-00147] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Purpose Severe acute respiratory syndrome coronavirus 2 is the virus resulting in COVID-19 infections in nearly 4.3 million Americans with COVID-19 in the United States as of July 29, 2020, with nearly 150,000 deaths and hundreds of thousands of survivors (https://www.coronavirus.jhu.edu/map.html). This tutorial reviews (a) what has been reported about neurological insults in cases of COVID-19 infection, (b) what is known from similar conditions in other disorders, and (c) how that combined information can inform clinical decision making. Method PubMed and the Cochrane Central Register of Controlled Trials were searched for COVID-19 or other coronavirus infections, cognitive impairment observed following critical care, and disorders for which intermittent or chronic hypoxia is characteristic. These were combined with searches relating to cognition, brain, and communication. All searches were conducted between April 8 and May 23, 2020. Meta-analyses and randomized clinical trials addressing other critical illnesses were also included to extend findings to potential cognitive communication outcomes following COVID-19. Results COVID-19 infection results in a combination of (a) respiratory infection with mechanical ventilation secondary to inadequate oxygenation, (b) inflammatory system reactivity, and (c) increased blood clotting factors. These affect central nervous system function incurring long-term cognitive communication impairment in a proportion of survivors. Diagnostic and intervention approaches for such impairments are discussed. Conclusions The existing literature on cognitive sequela of COVID-19 infection is small to date, but much can be learned from similar viral infections and disorders. Although COVID-19 is novel, the speech-language pathology approaches to evaluation and intervention of other populations of critical care patients are applicable. However, speech-language pathologists have not routinely been involved in these patients' acute care. As such, this is a call to action to speech-language pathologists to address the unprecedented numbers of patients who will need their services early in the disease process and throughout recovery.
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Affiliation(s)
- Amy E Ramage
- Department of Communication Sciences and Disorders, University of New Hampshire, Durham
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Approaches to Addressing Post-Intensive Care Syndrome among Intensive Care Unit Survivors. A Narrative Review. Ann Am Thorac Soc 2020; 16:947-956. [PMID: 31162935 DOI: 10.1513/annalsats.201812-913fr] [Citation(s) in RCA: 113] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Critical illness can be lethal and devastating to survivors. Improvements in acute care have increased the number of intensive care unit (ICU) survivors. These survivors confront a range of new or worsened health states that collectively are commonly denominated post-intensive care syndrome (PICS). These problems include physical, cognitive, psychological, and existential aspects, among others. Burgeoning interest in improving long-term outcomes for ICU survivors has driven an array of potential interventions to improve outcomes associated with PICS. To date, the most promising interventions appear to relate to very early physical rehabilitation. Late interventions within aftercare and recovery clinics have yielded mixed results, although experience in heart failure programs suggests the possibility that very early case management interventions may help improve intermediate-term outcomes, including mortality and hospital readmission. Predictive models have tended to underperform, complicating study design and clinical referral. The complexity of the health states associated with PICS suggests that careful and rigorous evaluation of multidisciplinary, multimodality interventions-tied to the specific conditions of interest-will be required to address these important problems.
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Spies CD, Krampe H, Paul N, Denke C, Kiselev J, Piper SK, Kruppa J, Grunow JJ, Steinecke K, Gülmez T, Scholtz K, Rosseau S, Hartog C, Busse R, Caumanns J, Marschall U, Gersch M, Apfelbacher C, Weber-Carstens S, Weiss B. Instruments to measure outcomes of post-intensive care syndrome in outpatient care settings - Results of an expert consensus and feasibility field test. J Intensive Care Soc 2020; 22:159-174. [PMID: 34025756 DOI: 10.1177/1751143720923597] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background There is no consensus on the instruments for diagnosis of post-intensive care syndrome (PICS). We present a proposal for a set of outcome measurement instruments of PICS in outpatient care. Methods We conducted a three-round, semi-structured consensus-seeking process with medical experts, followed each by exploratory feasibility investigations with intensive care unit survivors (n1 = 5; n2 = 5; n3 = 7). Fourteen participants from nine stakeholder groups participated in the first and second consensus meeting. In the third consensus meeting, a core group of six clinical researchers refined the final outcome measurement instrument set proposal. Results We suggest an outcome measurement instrument set used in a two-step process. First step: Screening with brief tests covering PICS domains of (1) mental health (Patient Health Questionnaire-4 (PHQ-4)), (2) cognition (MiniCog, Animal Naming), (3) physical function (Timed Up-and-Go (TUG), handgrip strength), and (4) health-related quality of life (HRQoL) (EQ-5D-5L). Single items measure subjective health before and after the intensive care unit stay. If patients report new or worsened health problems after intensive care unit discharge and show relevant impairment in at least one of the screening tests, a second extended assessment follows: (1) Mental health (Patient Health Questionnaire-8 (PHQ-8), Generalized Anxiety Disorder Scale-7 (GAD-7), Impact of Event Scale - revised (IES-R)); (2) cognition (Repeatable Battery for the Assessment of Neuropsychological Status (RBANS), Trail Making Test (TMT) A and B); (3) physical function (2-Minute Walk Test (2-MWT), handgrip strength, Short Physical Performance Battery (SPPB)); and (4) HRQoL (EQ-5D-5L, 12-Item WHO Disability Assessment Schedule (WHODAS 2.0)). Conclusions We propose an outcome measurement instrument set used in a two-step measurement of PICS, combining performance-based and patient-reported outcome measures. First-step screening is brief, free-of-charge, and easily applicable by health care professionals across different sectors. If indicated, specialized healthcare providers can perform the extended, second-step assessment. Usage of the first-step screening of our suggested outcome measurement instrument set in outpatient clinics with subsequent transfer to specialists is recommended for all intensive care unit survivors. This may increase awareness and reduce the burden of PICS. Trial registration This study was registered at ClinicalTrials.gov (Identifier: NCT04175236; first posted 22 November 2019).
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Affiliation(s)
- Claudia D Spies
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Henning Krampe
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Nicolas Paul
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Claudia Denke
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Jörn Kiselev
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Sophie K Piper
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Jochen Kruppa
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Julius J Grunow
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Karin Steinecke
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Tuba Gülmez
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Kathrin Scholtz
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Simone Rosseau
- Klinikum Ernst von Bergmann, Pneumologisches Beatmungszentrum, Bad Belzig, Germany
| | - Christiane Hartog
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.,Klinik Bavaria, Kreischa, Germany
| | - Reinhard Busse
- Department for Health Care Management, Berlin University of Technology, Berlin, Germany
| | - Jörg Caumanns
- Innovation Center Telehealth Technologies, Fraunhofer Institute for Open Communication Systems (FOKUS), Berlin, Germany
| | | | - Martin Gersch
- Department of Information Systems, School of Business & Economics, Freie Universität Berlin, Berlin, Germany
| | - Christian Apfelbacher
- Medical Sociology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Regensburg, Germany.,Institute of Social Medicine and Health Economics, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Steffen Weber-Carstens
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Björn Weiss
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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