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Zheng L, Beck JC, Mafeld S, Parotto M, Matthews A, Alexandre S, Conway A. Determining pre-procedure fasting alert time using procedural and scheduling data. Health Informatics J 2024; 30:14604582241252791. [PMID: 38721881 DOI: 10.1177/14604582241252791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Before a medical procedure requiring anesthesia, patients are required to not eat or drink non-clear fluids for 6 h and not drink clear fluids for 2 h. Fasting durations in standard practice far exceed these minimum thresholds due to uncertainties in procedure start time. The aim of this retrospective, observational study was to compare fasting durations arising from standard practice with different approaches for calculating the timepoint at which patients are instructed to stop eating and drinking. Scheduling data for procedures performed in the cardiac catheterization laboratory of an academic hospital in Canada (January 2020 to April 2022) were used. Four approaches utilizing machine learning (ML) and simulation were used to predict procedure start times and calculate when patients should be instructed to start fasting. Median fasting duration for standard practice was 10.08 h (IQR 3.5) for both food and clear fluids intake. The best performing alternative approach, using tree-based ML models to predict procedure start time, reduced median fasting from food/non-clear fluids to 7.7 h (IQR 2) and clear liquids fasting to 3.7 h (IQR 2.4). 97.3% met the minimum fasting duration requirements (95% CI 96.9% to 97.6%). Further studies are required to determine the effectiveness of operationalizing this approach as an automated fasting alert system.
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Affiliation(s)
- Litong Zheng
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - J Christopher Beck
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Sebastian Mafeld
- Joint Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Matteo Parotto
- Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada
| | - Amanda Matthews
- Peter Munk Cardiac Centre, University Health Network, Toronto, ON, Canada
| | - Sheryl Alexandre
- Peter Munk Cardiac Centre, University Health Network, Toronto, ON, Canada
| | - Aaron Conway
- School of Nursing, Queensland University of Technology, Brisbane, QLD, Australia
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Mun S, Kook S. Impact of Visual Nutritional Indicator on the Nutritional Therapy in Intensive Care Unit. Indian J Crit Care Med 2023; 27:392-396. [PMID: 37378359 PMCID: PMC10291662 DOI: 10.5005/jp-journals-10071-24474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 03/08/2023] [Indexed: 06/29/2023] Open
Abstract
Background We wanted to evaluate if a visual nutritional indicator (VNI), which shows the total amount of calories and protein, can improve the quality of nutritional therapy (NT) and result in better clinical outcomes prospectively. Materials and methods We randomly assigned patients to VNI or non-VNI (NVNI) groups. In the VNI group, VNI was attached to the patient's bed for the attending physician. The primary goal was a higher supply of calories and proteins. The secondary goals were the shorter length of intensive care unit (ICU) stay, mechanical ventilation, and renal replacement therapy. Results The total calorie supply was 18.6 kcal/kg and 15.6 kcal/kg in the VNI and NVNI groups, respectively (p = 0.04). The total protein supply was 0.92 g/kg and 0.71 g/kg, respectively (p = 0.05). The length of ICU stay was 5.6 days and 5.3 days in the VNI and NVNI groups, respectively (p = 0.09). The length of mechanical ventilation was 3.6 days and 3.8 days, respectively (p = 0.07). The length of renal replacement therapy was 5.7 days and 6.3 days, respectively (p = 0.13). The mortality on the seventh day was 14.6% and 16.1% in the VNI and NVNI groups, respectively (p = 0.08). The mortality on the thirtieth day was 20 and 20.8%, respectively (p = 0.87). Conclusion Visual nutritional indicator, indicating the total amount of calories and protein provided, can improve the quality of NT but fail to obtain a better clinical outcome. How to cite this article Mun S. Impact of Visual Nutritional Indicator on the Nutritional Therapy in Intensive Care Unit. Indian J Crit Care Med 2023;27(6):392-396.
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Affiliation(s)
- Seongpyo Mun
- Department of Surgery, School of Medicine, Chosun University, Gwangju, Republic of Korea
| | - Seran Kook
- School of Nursing, Donggang University, Gwangju, South Korea
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ten Cate D, Schuurmans MJ, van Eijk J, Bell JJ, Schoonhoven L, Ettema RGA. Factors Influencing Nurses' Behavior in Nutritional Care for Community-Dwelling Older Adults Before, During, and After Hospitalization: A Delphi Study. J Contin Educ Nurs 2022; 53:545-556. [DOI: 10.3928/00220124-20221107-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
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Loss SH, Teichmann PDV, Pedroso de Paula T, Gross LDA, Costa VL, Lisboa BO, Sperb LF, Viana MV, Viana LV. LOSS et al.Nutrition as a risk for mortality and functionality in critically ill older adultsNutrition as a risk for mortality and functionality in critically ill older adults. JPEN J Parenter Enteral Nutr 2022; 46:1867-1874. [PMID: 35770828 DOI: 10.1002/jpen.2431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 06/22/2022] [Accepted: 06/24/2022] [Indexed: 11/11/2022]
Abstract
BACKGROUND & AIMS There is no specific recommendation for nutrition therapy for critically ill older adults. However, targeting caloric and protein balance and avoiding fasting could improve outcomes in this high-risk nutritional population. This study aimed to evaluate the associations between nutrition and mortality/functionality in critically ill older patients. METHODS Single-center retrospective observational study of critically ill patients aged 65 years or older. We extracted data from the dietician evaluations about calories, proteins, and the type of diet (fasting, oral, enteral, parenteral) prescribed in the first week of intensive care unit admission. Primary outcomes were intrahospital mortality and independence and functional capacity evaluated after hospital discharge. RESULTS Out of the 2,043 patients screened, 533 were included in the study. Most patients were men (52.1%), with a median age of 73 (68-78) years. Overall, the intrahospital mortality rate was 53.8%. SAPS-3, albumin, C-reactive protein, and surgical patients were independently associated with fasting in a multivariate analysis. The multivariate regression analyses showed that SAPS-3, albumin, and fasting were independently associated with mortality. Each fasting day increases the risk of mortality by 16.7%. Also, independence and functional capacity were not related to nutritional prescription. CONCLUSION Older adults (65 years or older) constitute a fragile population in which nutritional breaks were associated with increased hospital mortality. Furthermore, a prospective clinical trial is necessary to establish the best strategy to feed this population. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Sergio Henrique Loss
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Pedro do Valle Teichmann
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Tatiana Pedroso de Paula
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Luiza de Azevedo Gross
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Vicente Lobato Costa
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | | | - Luiza Ferreira Sperb
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Marina Verçoza Viana
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
| | - Luciana Verçoza Viana
- Hospital de Clínica de Porto Alegre (HCPA) and Universidade Federal do Rio Grande do Sul (UFRGS)
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Correia MITD, Sulo S, Brunton C, Sulz I, Rodriguez D, Gomez G, Tarantino S, Hiesmayr M. Prevalence of malnutrition risk and its association with mortality: nutritionDay Latin America survey results. Clin Nutr 2021; 40:5114-5121. [PMID: 34461585 DOI: 10.1016/j.clnu.2021.07.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 07/08/2021] [Accepted: 07/16/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND & AIMS Across the globe, the prevalence of hospital malnutrition varies greatly depending on the population served and on local socioeconomic conditions. While malnutrition is widely recognized to worsen patient outcomes and add financial burdens to healthcare systems, recent data on hospital malnutrition in Latin America are limited. Our study objectives were: (1) to quantify the prevalence of malnutrition risk in Latin American hospital wards, and (2) to explore associations between nutritional risk status, in-hospital food intake, and health outcomes. METHODS On nutritionDay (nDay), a specific day every year, hospital wards worldwide can participate in a one-day, cross-sectional audit. We analyzed nDay data collected in ten Latin American countries from 2009 to 2015, including demographic and nutrition-related findings for adult patients (≥18 years) from 582 hospital wards/units. Based on patient-reported responses to questions related to the Malnutrition Screening Tool, we determined the prevalence of malnutrition risk (MST score ≥2). We also summarized patient-reported food intake on nDay, and we analyzed staff-collected outcome data at 30 days post-nDay. RESULTS The prevalence of malnutrition risk in the Latin American nDay study population (N = 14,515) was 39.6%. More than 50% of studied patients ate one-half or less of their hospital meal, ate less than normal in the week before nDay, or experienced weight loss in the prior three months. The hospital-mortality hazard ratio was 3.63 (95% CI [2.71, 4.88]; P < 0.001) for patients eating one-quarter of their meal (compared with those who ate the full meal), increasing to 6.6 (95% CI [5.02, 8.7]; P < 0.0001) for patients who ate none of the food offered. CONCLUSIONS Based on compilation of nDay surveys throughout Latin America, 2 of every 5 hospitalized patients were at risk for malnutrition. The associated risk for hospital mortality was up to 6-fold higher among patients who ate little or none of their meal on nDay. This high prevalence showed scant improvement over rates two decades ago-a compelling rationale for new focus on nutrition education and training of professionals in acute care settings.
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Affiliation(s)
- M Isabel T D Correia
- Department of Surgery, Universidade Federal de Minas Gerais Medical School, Belo Horizonte, Brazil
| | | | | | - Isabella Sulz
- Institute for Medical Statistics, Center for Medical Statistics, Informatics and Intelligent Systems Medical University Vienna, Vienna, Austria
| | - Dolores Rodriguez
- Clinical Nutrition Department, SOLCA Cancer Hospital, Guayaquil, Ecuador
| | | | - Silvia Tarantino
- Institute for Medical Statistics, Center for Medical Statistics, Informatics and Intelligent Systems Medical University Vienna, Vienna, Austria
| | - Michael Hiesmayr
- Institute for Medical Statistics, Center for Medical Statistics, Informatics and Intelligent Systems Medical University Vienna, Vienna, Austria
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Ten Cate D, Mellema M, Ettema RGA, Schuurmans MJ, Schoonhoven L. Older Adults' and Their Informal Caregivers' Experiences and Needs regarding Nutritional Care Provided in the Periods before, during and after Hospitalization: A Qualitative Study. J Nutr Gerontol Geriatr 2021; 40:80-107. [PMID: 33835889 DOI: 10.1080/21551197.2021.1906822] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
To enhance prevention and treatment of malnutrition in older adults before, during and after hospitalization, deeper understanding of older adults' and informal caregivers' perspective on nutritional care is important. One-time in-depth interviews were conducted with 15 older adults who had been discharged from hospital, and seven informal caregivers. We explored their experiences and needs regarding nutritional care provided in the periods before, during and after hospitalization. Five themes emerged from the data: (1) dietary intake, (2) food service during hospitalization, (3) nutrition-related activities, (4) whose job it is to give nutritional care, and (5) competing care priorities. Further, several opinions about nutritional issues were identified. Older adults and informal caregivers did not always experience optimal nutritional care. When discussing nutritional care, they mainly focused on the in-hospital period. When providing nutritional care and developing guidelines, older adults' and informal caregivers' perspective on nutritional care should be incorporated. Here, the periods before, during and after hospitalization should be taken into account equally.
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Affiliation(s)
- Debbie Ten Cate
- Research Group Chronic Diseases, Utrecht University of Applied Sciences, Utrecht, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Mattanja Mellema
- Care Needs Assessment Centre, Utrecht, the Netherlands
- Clinical Health Sciences, Utrecht University, Utrecht, the Netherlands
| | - Roelof G A Ettema
- Research Group Chronic Diseases, Utrecht University of Applied Sciences, Utrecht, the Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Marieke J Schuurmans
- Education Center, UMC Utrecht Academy, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Lisette Schoonhoven
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands
- School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
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Sulo S, Vargas J, Gomez G, Misas JD, Serralde-Zúñiga AE, Correia MITD. Hospital nutrition care informs potential cost-savings for healthcare: A budget impact analysis. Clin Nutr ESPEN 2021; 42:195-200. [PMID: 33745577 DOI: 10.1016/j.clnesp.2021.01.041] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Revised: 01/26/2021] [Accepted: 01/30/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIM In Mexico, about half of hospitalized patients are malnourished or at risk of malnutrition upon hospital admission, while many others experience deterioration of their nutritional status while in the hospital. Such patients often experience poor health outcomes and have increased hospital costs. The aim of our budget-impact analysis was to estimate potential savings associated with the implementation of a Mexican hospital-based program of nutrition care for patients at malnutrition risk or malnourished. METHODS The budget-impact model was based on data published previously. Our model compared patients assigned to receive individualized early nutrition therapy (initiated within 24-48 h of hospital admission) with those who received standard delayed nutrition therapy (not initiated early). Outcomes included length of stay, infectious complications, and 30-day readmissions. We modeled a 30-day time-horizon, estimated event probabilities on the basis of published data, and projected costs in 2020 US dollars. RESULTS Average total healthcare costs over 30-days were $3527 for patients with early nutrition therapy vs $6032 for patients with standard nutrition therapy-a savings of $2505 per early nutrition-treated patient (41.5% lower). Cost differences between the groups were $2336 vs $3065 for hospital-associated costs (23.8% lower), $262 vs $780 for 30-day readmissions (66.4% lower) and $1348 for malnutrition-associated infections. Applying these potential savings from individualized early nutrition care to a one-year estimate of 3.22 million Mexican hospital patients with malnutrition or its risk, the total overall savings for public health expenditures was equivalent to $8.1 billion per year or 32.1% of total healthcare expenditures. CONCLUSIONS The results demonstrated the potential for hospital-based nutrition care programs to reduce costs of patient hospitalizations. These notable findings provide a rationale for Mexican healthcare institutions to implement programs of comprehensive nutrition-focused care for inpatients with malnutrition or its risk. To this end, we advise implementation of professional programs for education and training in order to increase awareness of patients' nutritional needs and to better prepare clinical personnel to identify, treat, and monitor patients at-risk/malnourished.
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Affiliation(s)
- Suela Sulo
- Health Economics and Outcomes Research, Abbott Nutrition, Chicago, IL, USA.
| | - Juan Vargas
- Health Economics, EconoPharma Consulting, Mexico City, Mexico
| | - Gabriel Gomez
- Scientific and Medical Affairs and Market Access, Abbott Laboratories, Bogota, Colombia
| | - Juan Diego Misas
- Scientific and Medical Affairs and Market Access, Abbott Laboratories, Bogota, Colombia
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Affiliation(s)
- Jan Powers
- Jan Powers is Director of Nursing Research at Parkview Health, Fort Wayne, Indiana.
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Huang J, Yang L, Zhuang Y, Qi H, Chen X, Lv K. Current status and influencing factors of barriers to enteral feeding of critically ill patients: A multicenter study. J Clin Nurs 2018; 28:677-685. [PMID: 30182514 DOI: 10.1111/jocn.14667] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 08/06/2018] [Accepted: 08/11/2018] [Indexed: 01/07/2023]
Abstract
AIMS AND OBJECTIVES To investigate the barriers in administering enteral feeding to critically ill patients from the nursing perspective. Our objectives are to provide tailored interventions for addressing identified barriers and propose an optimal enteral nutrition (EN) practice in intensive care unit (ICU). BACKGROUND Despite the availability of numerous verified clinical practice guidelines focusing on enteral feeding of critically ill patients, a wide gap remains between the guideline recommendations and actual nutrition performances. Underfeeding is also a global problem. Therefore, to further understand the reasons of the systemic iatrogenic underfeeding in ICUs, several potential issues are investigated. DESIGN This research is a cross-sectional descriptive study. METHODS A total of 808 nurses were recruited from 10 comprehensive hospitals from different districts in China. The nursing staff demographic, the unit's EN management information and the Chinese version of barriers to enteral feeding critically ill patients questionnaire were the parameters used to collect data via WeChat app. Moreover, the collected data were analysed by descriptive and correlative statistical analysis methods. RESULTS Results obtained by multiple linear regression showed that frequency of EN-related training, full-time ICU nutritionist, hospital level, specific protocols for enteral feeding and position were significantly influencing the enteral feeding of ICU patients. CONCLUSIONS Enteral feeding barriers of ICU patients are at a moderate level and are influenced by multiple aspects. Hence, hospital departments should strengthen standardisation and systematic EN training, provide ICU full-time nutritionists and distribute medical resources and personnel rationally. Moreover, construction of a localised feeding process and exerting subjective initiative of clinical nurses from an evidence-based guideline are important. Multifaceted tailored interventions should be implemented to address these barriers. RELEVANCE TO CLINICAL PRACTICE The findings of this study can be used to inform future intervention and guidelines aimed at addressing these barriers systematically and improving adherence to critical care nutrition guidelines for the provision of enteral nutrition.
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Affiliation(s)
- Jingying Huang
- Intensive Care Unit, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lili Yang
- Nursing Education Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yiyu Zhuang
- Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Haiou Qi
- Operating Room, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiangpin Chen
- Intensive Care Unit, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Kai Lv
- Postanesthesia Care Unit, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
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Sanson G, Bertocchi L, Dal Bo E, Di Pasquale CL, Zanetti M. Identifying reliable predictors of protein-energy malnutrition in hospitalized frail older adults: A prospective longitudinal study. Int J Nurs Stud 2018; 82:40-48. [DOI: 10.1016/j.ijnurstu.2018.03.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Revised: 03/04/2018] [Accepted: 03/06/2018] [Indexed: 01/10/2023]
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Vest MT, Kolm P, Bowen J, Trabulsi J, Lennon SL, Shapero M, McGraw P, Halbert J, Jurkovitz C. Association Between Enteral Feeding, Weight Status, and Mortality in a Medical Intensive Care Unit. Am J Crit Care 2018; 27:136-143. [PMID: 29496770 DOI: 10.4037/ajcc2018598] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Clinical practice guidelines recommend enteral nutrition for most patients receiving mechanical ventilation. However, recently published evidence on the effect of enteral nutrition on mortality, particularly for patients who are well nourished, is conflicting. OBJECTIVES To examine the association between enteral feeding and hospital mortality in critically ill patients receiving mechanical ventilation and to determine if body mass index mediates this relationship. METHODS A retrospective cohort study of patients receiving mechanical ventilation admitted to a medical intensive care unit in 2013. Demographic and clinical variables were collected. Cox proportional hazards regression was used to examine the relationship between an enteral feeding order and hospital mortality and to determine if the relationship was mediated by body mass index. RESULTS Of 777 patients who had 811 hospitalizations requiring mechanical ventilation, 182 (23.4%) died in the hospital. A total of 478 patients (61.5%) received an order for enteral tube feeding, which was associated with a lower risk of death (hazard ratio, 0.41; 95% CI, 0.29-0.59). Body mass index did not mediate the relationship between mortality and receipt of an order for enteral feeding. Median stay in the unit was 3.6 days. Most deaths (72.0%) occurred more than 48 hours after admission. CONCLUSION The finding of a positive association between an order for enteral feeding and survival supports enteral feeding of patients in medical intensive care units. Furthermore, the beneficial effect of enteral feeding appears to apply to patients regardless of body mass index.
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Affiliation(s)
- Michael T Vest
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute.
| | - Paul Kolm
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - James Bowen
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - Jillian Trabulsi
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - Shannon L Lennon
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - Mary Shapero
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - Patty McGraw
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - James Halbert
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
| | - Claudine Jurkovitz
- Michael T. Vest is an attending physician in the Pulmonary and Critical Care Section of the Department of Internal Medicine, a Value Institute Scholar at Christiana Care Value Institute, Newark, Delaware; and an assistant professor of medicine at the Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania. Paul Kolm is director of biostatistics and James Bowen was a senior system engineer at Christiana Care Value Institute. Jillian Trabulsi is an associate professor, Department of Behavioral Health and Nutrition, and Shannon L. Lennon is an associate professor, Department of Kinesiology and Applied Physiology, University of Delaware, Newark, Delaware. Mary Shapero is a clinical nutrition manager in the Department of Nutrition, Patty McGraw is a research nurse supervisor in the Department of Internal Medicine Research, and James Halpert is the physical therapy program manager in the Department of Physical Therapy, Christiana Care Healthcare System, Newark, Delaware. Claudine Jurkovitz is a senior physician scientist at Christiana Care Value Institute
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