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Biomedical subjects

Theodore Speroff

Publications and source records attributed to Theodore Speroff.

At least 19 recordsLinked to original sources

Assessment of adverse drug events among patients in a tertiary care medical center.

PURPOSE: Specific patient and clinical characteristics associated with an increased risk of sustaining an adverse event (AE) were identified. METHODS: AE reports for patients in a 658-bed tertiary care medical center between January 1, 2000, and June 30, 2002, were analyzed. The data collected from each report included medical record number, patient sex, patient age, clinical service, date of occurrence, diagnoses, type of error, suspected medication, and severity of the AE. A three-stage logistic regression model with high-risk indicators was used to evaluate key indicators of the most vulnerable patient populations. RESULTS: The number of control patients and those with AEs totaled 60,206. This population was then randomly split into two equal groups of patients: the training data set (n = 30,103) and the validation data set (n = 30,103). AEs occurred in a higher percentage of patients who were age <1 year, 1-15, 47-59, and > or =60 years than in other groups. A higher percentage of AEs were reported in men than women, but the groups were not significantly different when comparing those with an AE and those without an AE. Asian Indian patients demonstrated a high rate of AEs, but this may be a statistical artifact, reflecting their very small percentage in the study. Evaluation of admission sources revealed that doctors' offices, clinic referrals, and local hospital transfers accounted for higher rates of AEs than other sources. CONCLUSION: Certain age groups, diagnoses, admission sources, types of insurance, and the use of specific medications or medication classes were associated with increased AE rates at a tertiary care medical center.

Academic Medical Centers↗

Improving blood pressure control through provider education, provider alerts, and patient education: a cluster randomized trial.

BACKGROUND: Inadequate blood pressure control is a persistent gap in quality care. OBJECTIVE: To evaluate provider and patient interventions to improve blood pressure control. DESIGN: Cluster randomized, controlled trial. SETTING: 2 hospital-based and 8 community-based clinics in the Veterans Affairs Tennessee Valley Healthcare System. PATIENTS: 1341 veterans with essential hypertension cared for by 182 providers. Eligible patients had 2 or more blood pressure measurements greater than 140/90 mm Hg in a 6-month period and were taking a single antihypertensive agent. INTERVENTION: Providers who cared for eligible patients were randomly assigned to receive an e-mail with a Web-based link to the Seventh Report of the Joint National Committee on the Prevention, Detection, Evaluation and Treatment of High Blood Pressure (JNC 7) guidelines (provider education); provider education and a patient-specific hypertension computerized alert (provider education and alert); or provider education, hypertension alert, and patient education, in which patients were sent a letter advocating drug adherence, lifestyle modification, and conversations with providers (patient education). MEASUREMENTS: Proportion of patients with a systolic blood pressure less than 140 mm Hg at 6 months; intensification of antihypertensive medication. RESULTS: Mean baseline blood pressure was 157/83 mm Hg with no differences between groups (P = 0.105). Six-month follow-up data were available for 975 patients (73%). Patients of providers who were randomly assigned to the patient education group had better blood pressure control (138/75 mm Hg) than those in the provider education and alert or provider education alone groups (146/76 mm Hg and 145/78 mm Hg, respectively). More patients in the patient education group had a systolic blood pressure of 140 mm Hg or less compared with those in the provider education or provider education and alert groups (adjusted relative risk for the patient education group compared with the provider education alone group, 1.31 [95% CI, 1.06 to 1.62]; P = 0.012). LIMITATIONS: Follow-up blood pressure measurements were missing for 27% of study patients. The study could not detect a mechanism by which patient education improved blood pressure control. CONCLUSIONS: A multifactorial intervention including patient education improved blood pressure control compared with provider education alone.

Adult↗

Improved compliance with quality measures at hospital discharge with a computerized physician order entry system.

BACKGROUND: Most measures used to assess the quality of care of hospitalized patients with congestive heart failure (CHF) and acute myocardial infarction (AMI) involve discharge medications and instructions. Implementation of disease-specific computerized physician order entry (CPOE) discharge tools may improve compliance with these measures. METHODS: We studied 286 versus 290 AMI and 595 versus 656 CHF discharges in the pre-CPOE (July 2001 to June 2002) and CPOE (October 2002 to September 2003) periods, respectively. Compliance with chosen quality measures (aspirin and beta-blocker use for AMI, ejection fraction determination and discharge instructions for CHF, and angiotensin-converting enzyme inhibitor use, and smoking cessation counseling for both) was assessed. RESULTS: Compliance with recommended discharge medications was high at baseline and did not change significantly. Smoking cessation counseling (43% vs 1% for CHF and 62% vs 21% for AMI) and discharge instructions for CHF (56% vs 3%) improved significantly in the CPOE period. Overall, 63% of patients with CHF and AMI in the CPOE period were discharged using the tools. Compliance with prescription of recommended medications was 100% among eligible patients when CPOE was used; however, this improvement was due entirely to better documentation of contraindications in the CPOE period. The actual proportion of patients who received discharge prescriptions between the pre-CPOE and CPOE periods did not change: beta-blockers (85% vs 84%), angiotensin-converting enzyme inhibitor for AMI (77% vs 76%), and for CHF (56% vs 61%). However, nonmedication measures significantly improved when CPOE was used. CONCLUSIONS: Implementation of a CPOE discharge tool improved compliance with selected quality measures in patients with AMI and CHF. Effective methods of rapid implementation and acceptance of these tools by providers require further study.

Cardiology Service, Hospital↗

eQuality: electronic quality assessment from narrative clinical reports.

OBJECTIVE: To evaluate an electronic quality (eQuality) assessment tool for dictated disability examination records. METHODS: We applied automated concept-based indexing techniques to automated quality screening of Department of Veterans Affairs spine disability examinations that had previously undergone gold standard quality review by human experts using established quality indicators. We developed automated quality screening rules and refined them iteratively on a training set of disability examination reports. We applied the resulting rules to a novel test set of spine disability examination reports. The initial data set was composed of all electronically available examination reports (N=125,576) finalized by the Veterans Health Administration between July and September 2001. RESULTS: Sensitivity was 91% for the training set and 87% for the test set (P-.02). Specificity was 74% for the training set and 71% for the test set (P=.44). Human performance ranged from 4% to 6% higher (P<.001) than the eQuality tool in sensitivity and 13% to 16% higher in specificity (P<.001). In addition, the eQuality tool was equivalent or higher in sensitivity for 5 of 9 individual quality indicators. CONCLUSION: The results demonstrate that a properly authored computer-based expert systems approach can perform quality measurement as well as human reviewers for many quality indicators. Although automation will likely always rely on expert guidance to be accurate and meaningful, eQuality is an important new method to assist clinicians in their efforts to practice safe and effective medicine.

Algorithms↗

Integrating "best of care" protocols into clinicians' workflow via care provider order entry: impact on quality-of-care indicators for acute myocardial infarction.

OBJECTIVE: In the context of an inpatient care provider order entry (CPOE) system, to evaluate the impact of a decision support tool on integration of cardiology "best of care" order sets into clinicians' admission workflow, and on quality measures for the management of acute myocardial infarction (AMI) patients. DESIGN: A before-and-after study of physician orders evaluated (1) per-patient use rates of standardized acute coronary syndrome (ACS) order set and (2) patient-level compliance with two individual recommendations: early aspirin ordering and beta-blocker ordering. MEASUREMENTS: The effectiveness of the intervention was evaluated for (1) all patients with ACS (suspected for AMI at the time of admission) (N = 540) and (2) the subset of the ACS patients with confirmed discharge diagnosis of AMI (n = 180) who comprise the recommended target population who should receive aspirin and/or beta-blockers. Compliance rates for use of the ACS order set, aspirin ordering, and beta-blocker ordering were calculated as the percentages of patients who had each action performed within 24 hours of admission. RESULTS: For all ACS admissions, the decision support tool significantly increased use of the ACS order set (p = 0.009). Use of the ACS order set led, within the first 24 hours of hospitalization, to a significant increase in the number of patients who received aspirin (p = 0.001) and a nonsignificant increase in the number of patients who received beta-blockers (p = 0.07). Results for confirmed AMI cases demonstrated similar increases, but did not reach statistical significance. CONCLUSION: The decision support tool increased optional use of the ACS order set, but room for additional improvement exists.

Adrenergic beta-Antagonists↗

Impact of donor, technical, and recipient risk factors on survival and quality of life after liver transplantation.

HYPOTHESIS: Donor, technical, and recipient risk factors cumulatively impact survival and health-related quality of life after liver transplantation. DESIGN: Retrospective study. SETTING: Tertiary care center. PATIENTS: A total of 483 adults undergoing primary orthotopic liver transplantation between January 1, 1991, and July 31, 2003. MAIN OUTCOME MEASURES: Graft and patient survival, Karnofsky functional performance scores, Medical Outcomes Study Short Form 36 Health Survey scores, and Psychosocial Adjustment to Illness Scale scores as influenced by potential risk factors including donor age, weight, warm ischemia time, cold ischemia time (CIT), sex, United Network for Organ Sharing (UNOS) status (1 or 2A vs 2B or 3), recipient age and disease, bilirubin level, and creatinine level. RESULTS: Five-year graft survival was 72% for recipients of donors younger than 60 years and 35% for recipients of donors 60 years and older (P<.001). A CIT of 12 hours or more was associated with shorter 5-year graft survival (71% vs 58%; P = .004). Five-year graft survival for UNOS status 2B or 3 was 71% vs 60% for status 1 or 2A (P = .02). A comparable pattern was seen for patient survival in relation to donor age (P = .003), CIT (P = .005), and urgency status (P = .03). Urgent UNOS status, advanced donor age, and prolonged CIT were independently associated with shorter graft and patient survival (P<.05). Functional performance and health-related quality of life were not affected by donor, recipient, or technical characteristics. CONCLUSIONS: Combining advanced donor age, urgent status, and prolonged CIT adversely affects graft and patient survival, and the cumulative effects of these risk factors can be modeled to predict posttransplant survival.

Adult↗

Cervical spine evaluation in urban trauma centers: lowering institutional costs and complications through helical CT scan.

BACKGROUND: In the evaluation of the cervical spine (c-spine), helical CT scan has higher sensitivity and specificity than plain radiographs in the moderate- and high-risk trauma population, but is more costly. We hypothesize that institutional costs associated with missed injuries make helical CT scan the least costly approach. STUDY DESIGN: A cost-minimization study was performed using decision analysis examining helical CT scan versus radiographic evaluation of the c-spine. Parameter estimates were obtained from the literature for probability of c-spine injury, probability of paralysis after missed injury, plain film sensitivity and specificity, CT scan sensitivity and specificity, and settlement cost of missed injuries resulting in paralysis. Institutional costs of CT scan and plain radiography were used. Sensitivity analyses tested robustness of strategy preference, accounted for parameter variability, and determined threshold values for individual parameters on strategy preference. RESULTS: C-spine evaluation with helical CT scan has an expected cost of US 554 dollars per patient compared with US 2,142 dollars for plain films. CT scan is the least costly alternative if threshold values exceed US 58,180 dollars for institutional settlement costs, 0.9% for probability of c-spine fracture, and 1.7% for probability of paralysis. Plain films are least costly if CT scan costs surpass US 1,918 dollars or plain film sensitivity exceeds 90%. CONCLUSIONS: Helical CT scan is the preferred initial screening test for detection of cervical spine fractures among moderate- to high-risk patients seen in urban trauma centers, reducing the incidence of paralysis resulting from false-negative imaging studies and institutional costs, when settlement costs are taken into account.

Cervical Vertebrae↗

Crew resource management training--clinicians' reactions and attitudes.

Many health care organizations are adopting crew resource management (CRM) training from the aviation industry as a patient safety practice. Although CRM has high face validity, its effects have not been thoroughly evaluated in aviation or health care. Its potential to improve team communication, coordination, and patient safety, however, makes efforts to study CRM necessary and worthwhile. This article evaluates clinicians' attitudes about and reactions to CRM after they participated in an eight-hour, commercially developed training program.

Attitude of Health Personnel↗

Volatility: a new vital sign identified using a novel bedside monitoring strategy.

BACKGROUND: SIMON (Signal Interpretation and Monitoring) monitors and archives continuous physiologic data in the ICU (HR, BP, CPP, ICP, CI, EDVI, SVO2, SPO2, SVRI, PAP, and CVP). We hypothesized: heart rate (HR) volatility predicts outcome better than measures of central tendency (mean and median). METHODS: More than 600 million physiologic data points were archived from 923 patients over 2 years in a level one trauma center. Data were collected every 1 to 4 seconds, stored in a MS-SQL 7.0 relational database, linked to TRACS, and de-identified. Age, gender, race, Injury Severity Score (ISS), and HR statistics were analyzed with respect to outcome (death and ventilator days) using logistic and Poisson regression. RESULTS: We analyzed 85 million HR data points, which represent more than 71,000 hours of continuous data capture. Mean HR varied by age, gender and ISS, but did not correlate with death or ventilator days. Measures of volatility (SD, % HR >120) correlated with death and prolonged ventilation. CONCLUSIONS: 1) Volatility predicts death better than measures of central tendency. 2) Volatility is a new vital sign that we will apply to other physiologic parameters, and that can only be fully explored using techniques of dense data capture like SIMON. 3) Densely sampled aggregated physiologic data may identify sub-groups of patients requiring new treatment strategies.

Adult↗

A three-part intervention to change the use of hormone replacement therapy in response to new evidence.

BACKGROUND: Slow adaptation of new information by providers may result in suboptimal care. OBJECTIVE: To evaluate changes in prescriptions for combination hormone replacement therapy (HRT) after a multicomponent intervention to deliver new information to patients and providers. DESIGN: Quasi-experimental study with multiple baselines. SETTING: Veterans Affairs Tennessee Valley Healthcare System (VA-TVHS). PATIENTS: Female veterans age 50 to 79 years who had a prescription filled at the VA-TVHS for combination HRT between 1 January 2002 and 1 July 2002. MEASUREMENTS: Discontinuation of HRT. INTERVENTION: A 3-part intervention consisted of 1) notifying patients who were using combination HRT of the results of the Women's Health Initiative study (patient education component), 2) sending all providers an e-mail with the Women's Health Initiative study results (provider education component), and 3) placing an electronic alert in each eligible patient's chart (provider care component). The alert asked providers to reevaluate the need for combination HRT. The intervention was implemented at different VA-TVHS sites in a stepwise fashion to differentiate intervention effect from media effect. Study follow-up continued through 31 December 2002. RESULTS: The total rate of discontinuation of combination HRT was 70.3% in 2002. The proportion of discontinuation from time of media release until intervention was 23.3%. After initiation of the intervention, an additional 43% of the original cohort discontinued use of HRT; this percentage represents a 59% relative decrease in HRT use among patients. After adjustment for time, the discontinuation rate per day was 4.9 times higher after the multifacted intervention than after the media release (95% CI, 1.8 to 13.1). LIMITATIONS: A true control group is lacking. CONCLUSION: A multifaceted approach in an integrated health care system with standardized methods of communication is an effective way to implement patient-centered, effective, and timely care with changing medical knowledge.

Aged↗

Perioperative blood transfusion is predictive of poststernotomy surgical site infection: marker for morbidity or true immunosuppressant?

To analyze risk factors for the development of adult poststernotomy surgical site infections (SSIs), we performed a retrospective case-control study at a tertiary care hospital. Case patients with poststernotomy SSI between June 1999 and January 2001 were matched to control subjects without poststernotomy SSI according to date of procedure and age. Data were collected on known SSI risk factors. Of 711 procedures, we identified 38 cases with SSI and 114 matched controls. Univariate analysis revealed that receipt of transfused blood (odds ratio [OR], 3.19; 95% confidence interval [CI], 1.54-6.62), diabetes (OR, 2.90; 95% CI, 1.27-6.59), length of stay before hospitalization (OR, 1.19 per day; 95% CI, 1.02-1.37 per day), and American Society of Anesthesia score (OR, 2.19; 95% CI, 1.04-4.64) were significantly associated with SSI. Multivariate analysis revealed that transfusion (OR, 3.21; 95% CI, 1.41-7.31) and diabetes (OR, 3.65; 95% CI, 1.42-9.36) were predictors for SSI. The exact role of blood transfusion in the pathogenesis of SSI, whether as a direct immunosuppressant or a surrogate marker for morbidity, remains unresolved.

Adult↗

Delirium as a predictor of mortality in mechanically ventilated patients in the intensive care unit.

CONTEXT: In the intensive care unit (ICU), delirium is a common yet underdiagnosed form of organ dysfunction, and its contribution to patient outcomes is unclear. OBJECTIVE: To determine if delirium is an independent predictor of clinical outcomes, including 6-month mortality and length of stay among ICU patients receiving mechanical ventilation. DESIGN, SETTING, AND PARTICIPANTS: Prospective cohort study enrolling 275 consecutive mechanically ventilated patients admitted to adult medical and coronary ICUs of a US university-based medical center between February 2000 and May 2001. Patients were followed up for development of delirium over 2158 ICU days using the Confusion Assessment Method for the ICU and the Richmond Agitation-Sedation Scale. MAIN OUTCOME MEASURES: Primary outcomes included 6-month mortality, overall hospital length of stay, and length of stay in the post-ICU period. Secondary outcomes were ventilator-free days and cognitive impairment at hospital discharge. RESULTS: Of 275 patients, 51 (18.5%) had persistent coma and died in the hospital. Among the remaining 224 patients, 183 (81.7%) developed delirium at some point during the ICU stay. Baseline demographics including age, comorbidity scores, dementia scores, activities of daily living, severity of illness, and admission diagnoses were similar between those with and without delirium (P>.05 for all). Patients who developed delirium had higher 6-month mortality rates (34% vs 15%, P =.03) and spent 10 days longer in the hospital than those who never developed delirium (P<.001). After adjusting for covariates (including age, severity of illness, comorbid conditions, coma, and use of sedatives or analgesic medications), delirium was independently associated with higher 6-month mortality (adjusted hazard ratio [HR], 3.2; 95% confidence interval [CI], 1.4-7.7; P =.008), and longer hospital stay (adjusted HR, 2.0; 95% CI, 1.4-3.0; P<.001). Delirium in the ICU was also independently associated with a longer post-ICU stay (adjusted HR, 1.6; 95% CI, 1.2-2.3; P =.009), fewer median days alive and without mechanical ventilation (19 [interquartile range, 4-23] vs 24 [19-26]; adjusted P =.03), and a higher incidence of cognitive impairment at hospital discharge (adjusted HR, 9.1; 95% CI, 2.3-35.3; P =.002). CONCLUSION: Delirium was an independent predictor of higher 6-month mortality and longer hospital stay even after adjusting for relevant covariates including coma, sedatives, and analgesics in patients receiving mechanical ventilation.

APACHE↗

Costs and net health effects of contraceptive methods.

BACKGROUND: Pregnancy and contraceptive methods both have important health effects that include risks and benefits. The net impact of contraception on women's health has not been reported previously. STUDY DESIGN: This is a cost-utility analysis using a Markov model evaluated by Monte Carlo simulation using the societal perspective for costs. The analysis compared 13 methods of contraception to nonuse of contraception with respect to healthcare costs and quality-adjusted life years (QALYs). Discounting was applied for future costs and health effects. The base-case analysis applies to women of average health and fertility, ranging from 15 to 50 years of age, who are sexually active in a mutually monogamous relationship; smoking rates observed in women of reproductive age were used. Sensitivity analysis extended the analysis to nonmonogamous status and smoking status. RESULTS: Compared with use of no contraception, contraceptive methods of all types result in substantial cost savings over 2 years, ranging from US$5907 per woman for tubal sterilization to US$9936 for vasectomy and health gains ranging from 0.088 QALYs for diaphragm to 0.147 QALYs for depot medroxyprogesterone acetate. Compared with nonuse, even with a time horizon as short as 1 year, use of any method other than sterilization results in financial savings and health gains. Most of the financial savings and health gains were due to contraceptive effects. In a population of patients, even modest increases in the use of the most effective methods result in financial savings and health gains. CONCLUSIONS: Every method of contraception dominates nonuse in most clinical settings. Increasing the use of more effective methods even modestly at the expense of less effective methods will improve health and reduce costs. Methods that require action by the user less frequently than daily are both less costly and more effective than methods requiring action on a daily basis.

Adolescent↗

Improving documentation of patient acuity level using a progress note template.

BACKGROUND: Accurately documenting patient comorbidities and complications improves case-mix representation, coding accuracy, and risk-adjusted mortality estimates for benchmarking. We hypothesized that a progress note template containing comorbidities and complications would improve documentation and teach residents to correctly document comorbidities and complications. STUDY DESIGN: Surgical residents and patients on three inpatient services were followed for a 1-year prospective cohort study. After a 6-month baseline period, a progress note template was developed and implemented for 6 months, and administrative data were retrieved. Residents were given three case examinations assessing documentation knowledge pre- and postintervention, and a satisfaction survey. Demographics, Charlson comorbidity score, ICD-9 codes, template-specific ICD-9 codes, All Patient Refined (APR)-DRG patient severity, DRG relative weight, predicted mortality (University Healthcare Consortium), pre- and postexam scores, and resident satisfaction were collected. RESULTS: No difference in age, gender, race, or Charlson comorbidity score existed between pre- and postintervention patient groups. The length of stay decreased from 5.5 days to 4.8 days (p = 0.013). In the intervention group, total ICD-9 codes, template-specific ICD-9 codes, APR-DRG, DRG weight, and UHC predicted mortality had significant increases. Residents exposed to the progress note template improved their knowledge scores from 52% to 63% (p < 0.001), and 73% agreed that the progress note template was an improvement over handwritten notes. Residents not exposed to the progress note template did not improve their scores. CONCLUSIONS: A progress note template improves documentation of comorbidities and complications, APR-DRG patient severity for benchmarking, and case-mix index, and increases patient-specific predicted mortality. The progress note template also improves surgical residents' documentation knowledge and satisfaction.

Acute Disease↗

The impact of aviation-based teamwork training on the attitudes of health-care professionals.

BACKGROUND: Both the Institute of Medicine and the Agency for Healthcare Research and Quality suggest patient safety can be enhanced by implementing aviation Crew Resource Management (CRM) in health care. CRM emphasizes six key areas: managing fatigue, creating and managing teams, recognizing adverse situations (red flags), cross-checking and communication, decision making, and performance feedback. This study evaluates participant reactions and attitudes to CRM training. STUDY DESIGN: From April 22, 2003, to December 11, 2003, clinical teams from the trauma unit, emergency department, operative services, cardiac catheterization laboratory, and administration underwent an 8-hour training course. Participants completed an 11-question End-of-Course Critique (ECC), designed to assess the perceived need for training and usefulness of CRM skill sets. The Human Factors Attitude Survey contains 23 items and is administered on the same day both pre- and posttraining. It measures attitudinal shifts toward the six training modules and CRM. RESULTS: Of the 489 participants undergoing CRM training during the study period, 463 (95%) completed the ECC and 338 (69%) completed the Human Factors Attitude Survey. The demographics of the group included 288 (59%) nurses and technicians, 104 (21%) physicians, and 97 (20%) administrative personnel. Responses to the ECC were very positive for all questions, and 95% of respondents agreed or strongly agreed CRM training would reduce errors in their practice. Responses to the Human Factors Attitude Survey indicated that the training had a positive impact on 20 of the 23 items (p < 0.01). CONCLUSIONS: CRM training improves attitudes toward fatigue management, team building, communication, recognizing adverse events, team decision making, and performance feedback. Participants agreed that CRM training will reduce errors and improve patient safety.

Academic Medical Centers↗

Diabetes patient education: a meta-analysis and meta-regression.

Diabetes education has largely been accepted in diabetes care. The effect of diabetes education on glycemic control and the components of education responsible for such an effect are uncertain. We performed a meta-analysis of randomized controlled trials of diabetes patient education published between 1990 and December 2000 to quantitatively assess and characterize the effect of patient education on glycated hemoglobin (HbA(1c)). Additionally, we used meta-regression to analyze which variables within an education intervention that best explained variance in glycemic control. Twenty-eight educational interventions (n=2439) were included in the analysis. The net glycemic change was 0.320% lower in the intervention group than in the control group. Meta-regression revealed that interventions which included a face-to-face delivery, cognitive reframing teaching method, and exercise content were more likely to improve glycemic control. Those three areas collectively explained 44% of the variance in glycemic control. Current patient education interventions modestly improve glycemic control in adults with diabetes. We highlight three potential components of educational interventions that may predict an increased likelihood of success in ameliorating glycemic control.

Adult↗

Costs associated with delirium in mechanically ventilated patients.

OBJECTIVE: To determine the costs associated with delirium in mechanically ventilated medical intensive care unit patients. DESIGN: Prospective cohort study. SETTING: A tertiary care academic hospital. PATIENTS: Patients were 275 consecutive mechanically ventilated medical intensive care unit patients. INTERVENTIONS: We prospectively examined patients for delirium using the Confusion Assessment Method for the Intensive Care Unit. MEASUREMENTS AND MAIN RESULTS: Delirium was categorized as "ever vs. never" and by a cumulative delirium severity index. Costs were determined from individual ledger-level patient charges using cost-center-specific cost-to-charge ratios and were reported in year 2001 U.S. dollars. Fifty-one of 275 patients (18.5%) had persistent coma and died in the hospital and were excluded from further analysis. Of the remaining 224 patients, delirium developed in 183 (81.7%) and lasted a median of 2.1 (interquartile range, 1-3) days. Baseline demographics were similar between those with and without delirium. Intensive care unit costs (median, interquartile range) were significantly higher for those with at least one episode of delirium ($22,346, $15,083-$35,521) vs. those with no delirium ($13,332, $8,837-$21,471, p <.001). Total hospital costs were also higher in those who developed delirium ($41,836, $22,782-$68,134 vs. $27,106, $13,875-$37,419, p =.002). Higher severity and duration of delirium were associated with incrementally greater costs (all p <.001). After adjustment for age, comorbidity, severity of illness, degree of organ dysfunction, nosocomial infection, hospital mortality, and other potential confounders, delirium was associated with 39% higher intensive care unit (95% confidence interval, 12-72%) and 31% higher hospital (95% confidence interval, 1-70%) costs. CONCLUSIONS: Delirium is a common clinical event in mechanically ventilated medical intensive care unit patients and is associated with significantly higher intensive care unit and hospital costs. Future efforts to prevent or treat intensive care unit delirium have the potential to improve patient outcomes and reduce costs of care.

APACHE↗

Reduced heart rate volatility: an early predictor of death in trauma patients.

OBJECTIVE: To determine if using dense data capture to measure heart rate volatility (standard deviation) measured in 5-minute intervals predicts death. BACKGROUND: Fundamental approaches to assessing vital signs in the critically ill have changed little since the early 1900s. Our prior work in this area has demonstrated the utility of densely sampled data and, in particular, heart rate volatility over the entire patient stay, for predicting death and prolonged ventilation. METHODS: Approximately 120 million heart rate data points were prospectively collected and archived from 1316 trauma ICU patients over 30 months. Data were sampled every 1 to 4 seconds, stored in a relational database, linked to outcome data, and de-identified. HR standard deviation was continuously computed over 5-minute intervals (CVRD, cardiac volatility-related dysfunction). Logistic regression models incorporating age and injury severity score were developed on a test set of patients (N = 923), and prospectively analyzed in a distinct validation set (N = 393) for the first 24 hours of ICU data. RESULTS: Distribution of CVRD varied by survival in the test set. Prospective evaluation of the model in the validation set gave an area in the receiver operating curve of 0.81 with a sensitivity and specificity of 70.1 and 80.0, respectively. CVRD predict death as early as 24 hours in the validation set. CONCLUSIONS: CVRD identifies a subgroup of patients with a high probability of dying. Death is predicted within first 24 hours of stay. We hypothesize CVRD is a surrogate for autonomic nervous system dysfunction.

Adult↗