Accuracy of Medicaid payer coding in hospital patient discharge data: implications for Medicaid policy evaluation

BACKGROUND: Ambulatory care-sensitive hospitalization rates derived from hospital discharge data have been used to compare ambulatory care across insurance and delivery system groups. OBJECTIVE: We sought to quantify the impact of coding inaccuracies in hospital discharge data on counts of hospitalizations for ambulatory care-sensitive conditions among Medicaid beneficiaries. METHODS: This was a cross-sectional comparison of administrative databases of all California Medicaid beneficiaries younger than 65 years of age. We compared the number of hospitalizations that were attributed to Medicaid beneficiaries in California's hospital discharge data for 1994 to 1999 with the number derived from a file that linked hospital discharge data with the Medicaid eligibility file. RESULTS: Hospital discharge data undercounted 28.2% of hospitalizations for ambulatory care-sensitive conditions among Medicaid beneficiaries and overcounted 13.4% of such admissions among non-Medicaid beneficiaries. Approximately 5% of hospitalizations for ambulatory care-sensitive conditions captured as Medicaid admissions in routine hospital discharge data were among patients who gained Medicaid coverage as a result of the hospitalization. Patients who acquire Medicaid coverage as a result of a hospitalization are much more likely to be placed into Medicaid fee for service rather than Medicaid managed care which biases comparisons of these 2 delivery models. CONCLUSION: Caution should be used in the interpretation of Medicaid hospitalization rates as calculated from routine hospital discharge data. State agencies that provide hospital discharge data should consider the opportunity to improve the evaluation of Medicaid services by linking hospital discharge data with Medicaid enrollment files.     

Characteristics and outcome for admissions to adult, general critical care units with acute severe asthma: a secondary analysis of the ICNARC Case Mix Programme Database

Introduction

This report describes the case mix, outcome and activity (duration of intensive care unit [ICU] and hospital stay, inter-hospital transfer, and readmissions to the ICU) for admissions to ICUs for acute severe asthma, and investigates the effect of case mix factors on outcome.

Methods

We conducted a secondary analysis of data from a high-quality clinical database (the Intensive Care National Audit and Research Centre [ICNARC] Case Mix Programme Database) of 129,647 admissions to 128 adult, general critical care units across England, Wales and Northern Ireland over the period 1995–2001.

Results

Asthma accounted for 2152 (1.7%) admissions, and in 57% mechanical ventilation was employed during the first 24 hours in the ICU. A total of 147 (7.1%) patients died in intensive care and 199 (9.8%) died before discharge from hospital. The mean age was 43.6 years, and the ratio of women to men was 2:1. Median length of stay was 1.5 days in the ICU and 8 days in hospital. Older age, female sex, having received cardiopulmonary resuscitation (CPR) within 24 hours before admission, having suffered a neurological insult during the first 24 hours in the ICU, higher heart rate, and hypercapnia were associated with greater risk for in-hospital death after adjusting for Acute Physiology and Chronic Health Evaluation II score. CPR before admission, neurological insult, hypoxaemia and hypercapnia were associated with receipt of mechanical ventilation after adjusting for Acute Physiology and Chronic Health Evaluation II score.

Conclusion

ICU admission for asthma is relatively uncommon but remains associated with appreciable in-hospital mortality. The greatest determinant of poor hospital survival in asthma patients was receipt of CPR within 24 hours before admission to ICU. Clinical management of these patients should be directed at preventing cardiac arrest before admission.     

Hospital mortality rate and length of stay in patients admitted at night to the intensive care unit

OBJECTIVE: Although admission of patients to a medical ward after 5:00 pm has been associated with increased mortality rate and possibly shorter hospital stay, the association between timing of admission to the intensive care unit and outcome has not been studied. The objective of this study was to determine whether there are any associations between the timing of patient admission to a medical intensive care unit and hospital outcome. DESIGN: A retrospective cohort study that used an Acute Physiology and Chronic Health Evaluation III database containing prospectively collected demographic, clinical, and outcome information for patients. Patients were divided according to the time of admission into daytime (from 7:00 am to 5:00 pm) and nighttime admissions. We further subdivided nighttime admissions into two groups (regular and heavy workload) according to the number of patients who were admitted during the same shift. SETTING: Medical intensive care unit (a 15-bed unit in an academic referral hospital). PATIENTS: 6,034 patients consecutively admitted to our medical intensive care unit over a 5-yr period starting April 10, 1995. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The patients admitted at night had a lower mortality rate (13.9 vs. 17.2%, p < .0001), adjusted for admission source and severity of illness. Their hospital stay was shorter, 11.0 days +/- 13.5 (median 7) vs. 12.7 +/- 14.8 (median 8; p < .0001), as was their intensive care unit stay, 3.5 +/- 4.4 days (median 2) vs. 3.9 +/- 4.7 (median 2; p < .0001), compared with the daytime admission group. The nighttime shifts that admitted three or more patients (heavy workload) had the same mortality rate (13.2%) as those with fewer admissions (14.5%; p = .5961). Hospital and intensive care unit stays were also similar in both workload groups. CONCLUSIONS: Nighttime admission to our intensive care unit is not associated with a higher mortality rate or a longer hospital or intensive care unit stay compared with daytime admission.     

A prospective cohort study of 6-month mortality in a community hospital experiencing a gradual reduction in critical care services

OBJECTIVE: To analyse the effect of reduction of critical care services on admissions, resource consumption and outcome. DESIGN: Observation outcome study with analysis of patient data collected prospectively during 1993, 1995 and 1997. SETTING: High dependency and intensive care unit (HDU/ICU) of a community hospital serving a population of 168,000. The number of beds decreased from 12 (1993), to 10 (1995) and to 8 (1997) with concomitant decrease in staff. PATIENTS AND PARTICIPANTS: Three patient cohorts admitted to the HDU/ICU during 1993, 1995 and 1997. MEASUREMENTS AND RESULTS: Admissions were classified into recovery room care or critical care admissions and stratified according to workload (Levels I-IV). Illness severity scores of critical care admissions were recorded according to the APACHE II system. Mortality data were acquired from a national database. The total number of admissions to the unit did not change over the years. Length of stay decreased significantly over the years. Standardised mortality rates based on mortality within 30 days of discharge from the HDU/ICU were 1.17 (95% confidence interval 0.96-1.43) for critical care admissions during 1993, 0.86 (0.70-1.06) for 1995 and 0.98 (0.79-1.22) for 1997. Survival 180 days after discharge from the HDU/ICU did not differ significantly over the years. CONCLUSIONS: The results suggest that an excess of resources were used in critical care services during 1993 and 1995. Reduction of HDU/ICU beds by 30% from 7.1 to 4.8 beds/100,000 was not associated with increased 6-month mortality of the patients admitted.     

Using a severity of illness scoring system to assess intensive care unit admissions for diabetic ketoacidosis

OBJECTIVE: To determine the appropriateness of intensive care unit (ICU) admissions for patients with the diagnosis of diabetic ketoacidosis (DKA) at our institution. DESIGN: Retrospective chart review. SETTING: Tertiary care inner-city hospital. SUBJECTS: All subjects admitted to the medical intensive care unit (MICU) from September 1996 to June 1997 with a diagnosis of DKA were included. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A grading system for the severity of DKA (grades 0-IV) from a previously published work was modified. Admissions to the MICU that were deemed appropriate a priori included patients with grade III or IV DKA, patients with grade II DKA who were older than 65 yrs of age, or patients with special situations normally warranting intensive care. MAIN RESULTS: Sixty-seven cases of DKA were reviewed. Two thirds of the patients had type I diabetes mellitus, and approximately 50% were men. No deaths occurred. Forty-four patients (66%) met the a priori ICU admission criteria. The average hospital stay for all patients was 4.2 (+/-3.6) days. The mean ICU stay was significantly longer in those with DKA grade III or IV, although the total hospital stay did not differ by severity of illness score. CONCLUSIONS: One third of the patients admitted to our MICU to receive treatment for DKA did not warrant ICU treatment based on the admission criteria. These individuals had an approximate MICU length of stay of 1 day. A prospective study of the severity of illness score will be undertaken to evaluate the safety, validity, and potential resource savings of applying these DKA ICU admission criteria within our institution.     

Deep vein thrombosis during prolonged mechanical ventilation despite prophylaxis

OBJECTIVE: To determine the prevalence of deep vein thrombosis (DVT) among patients requiring prolonged mechanical ventilation in the intensive care unit. DESIGN: Prospective cohort study. SETTING: Medical intensive care unit of a university-affiliated urban teaching hospital. PATIENTS: Patients requiring mechanical ventilation for >7 days. INTERVENTIONS: All patients admitted to the medical intensive care unit requiring prolonged mechanical ventilation underwent duplex ultrasonography of their lower extremities and upper extremities every 7 days. The main outcome identified was the presence of DVT. Secondary outcomes included hospital mortality, hospital and intensive care unit lengths of stay, and the occurrence of pulmonary embolism. MEASUREMENTS AND MAIN RESULTS: A total of 110 patients requiring mechanical ventilation for >7 days were enrolled. Prophylaxis against DVT was employed in 110 of the patients (100%). A total of 26 patients (23.6%) developed DVT. Patients with DVT were statistically more likely to have underlying malignancy (30.8% vs. 8.3%; p =.004) and longer durations of central venous catheterization (26.9 +/- 22.2 days vs. 14.5 +/- 12.1 days; p =.024) compared with patients without DVT. There were no statistically significant differences in hospital mortality or lengths of stay in the hospital and intensive care unit for patients with and without DVT. Patients documented to have DVT by using duplex ultrasonography had a statistically greater frequency of subsequent pulmonary embolism during their hospitalization (11.5% vs. 0.0%; p =.012). CONCLUSION: The occurrence of DVT is common among patients requiring prolonged mechanical ventilation in the intensive care unit setting despite the use of prophylaxis measures. These data suggest that alternative strategies for the prevention of DVT should be evaluated. Additionally, early detection methods should be considered to reduce the potential morbidity associated with untreated DVT in this high-risk population.     

Intensive care unit length of stay: recent changes and future challenges

OBJECTIVE: To compare case-mix adjusted intensive care unit (ICU) length of stay for critically ill patients with a variety of medical and surgical diagnoses during a 5-yr interval. DESIGN: Nonrandomized cohort study. SETTING: A total of 42 ICUs at 40 US hospitals during 1988-1990 and 285 ICUs at 161 US hospitals during 1993-1996. PATIENTS: A total of 17,105 consecutive ICU admissions during 1988-1990 and 38,888 consecutive ICU admissions during 1993-1996. MEASUREMENTS AND MAIN RESULTS: We used patient demographic and clinical characteristics to compare observed and predicted ICU length of stay and hospital mortality. Outcomes for patients studied during 1993-1996 were predicted using multivariable models that were developed and cross-validated using the 1988-1990 database. The mean observed hospital length of stay decreased by 3 days (from 14.8 days during 1988-1990 to 11.8 days during 1993-1996), but the mean observed ICU length of stay remained similar (4.70 vs. 4.53 days). After adjusting for patient and institutional differences, the mean predicted 1993-1996 ICU stay was 4.64 days. Thus, the mean-adjusted ICU stay decreased by 0.11 days during this 5-yr interval (T-statistic, 4.35; p < .001). The adjusted mean ICU length of stay was not changed for patients with 49 (75%) of the 65 ICU admission diagnoses. In contrast, the mean observed hospital length of stay was significantly shorter for 47 (72%) of the 65 admission diagnoses, and no ICU admission diagnosis was associated with a longer hospital stay. Aggregate risk-adjusted hospital mortality during 1993-1996 (12.35%) was not significantly different during 1988-1990 (12.27%, p = .54). CONCLUSIONS: For patients admitted to ICUs, the pressures associated with a decrease in hospital length of stay do not seem to have influenced the duration of ICU stay. Because of the high cost of intensive care, reduction in ICU stay may become a target for future cost-cutting efforts.     

The importance of bacterial sepsis in intensive care unit patients with acquired immunodeficiency syndrome: implications for future care in the age of increasing antiretroviral resistance

OBJECTIVE: To describe the clinical characteristics and outcomes of patients with acquired immunodeficiency syndrome (AIDS) admitted to the intensive care unit (ICU). DESIGN: An observational cohort study with retrospective chart review. SETTING: ICU of an urban university medical center. PATIENTS: Consecutive ICU admissions of patients with AIDS at an urban university medical center between December 1993 and June 1996. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: For each patient, we recorded ICU admission diagnosis, clinical characteristics, and outcome. Among 129 ICU admissions of patients with AIDS, 102 (79%) were admitted for infections, of which (45%) had infections caused by bacteria. Pseudomonas aeruginosa, Staphylococcus aureus, and other enteric pathogens were the most frequent isolates. Pneumonia accounted for 65% of 102 admissions for infections. Overall hospital mortality was 54%, but mortality was higher (68%) for patients with bacterial sepsis. Neutropenia was associated with differences in unadjusted survival rates, whereas CD4 counts were not. Independent predictors of hospital mortality included increasing acute physiology scores and severity of sepsis. CONCLUSIONS: In our ICU, among patients with AIDS, sepsis resulting from bacterial infection is now a more frequent cause of admission than Pneumocystis carinii pneumonia. Severity of illness and the presence of severe sepsis were the clinical predictors most associated with increased mortality. Patients who are not receiving or responding to highly active antiretroviral therapy may become as likely to be admitted to an ICU with a treatable bacterial infection as with classic opportunistic infections. Therefore, broad-spectrum empirical antibacterial therapy is particularly important when the etiology of infection is uncertain.     

Characteristics and outcome for admissions to adult,general critical care units with acute severe asthma: a secondary analysis of the ICNARC Case Mix Programme Database

Introduction

This report describes the case mix, outcome and activity (duration of intensive care unit [ICU] and hospital stay, inter-hospital transfer, and readmissions to the ICU) for admissions to ICUs for acute severe asthma, and investigates the effect of case mix factors on outcome.

Methods

We conducted a secondary analysis of data from a high-quality clinical database (the Intensive Care National Audit and Research Centre [ICNARC] Case Mix Programme Database) of 129,647 admissions to 128 adult, general critical care units across England, Wales and Northern Ireland over the period 1995–2001.

Results

Asthma accounted for 2152 (1.7%) admissions, and in 57% mechanical ventilation was employed during the first 24 hours in the ICU. A total of 147 (7.1%) patients died in intensive care and 199 (9.8%) died before discharge from hospital. The mean age was 43.6 years, and the ratio of women to men was 2:1. Median length of stay was 1.5 days in the ICU and 8 days in hospital. Older age, female sex, having received cardiopulmonary resuscitation (CPR) within 24 hours before admission, having suffered a neurological insult during the first 24 hours in the ICU, higher heart rate, and hypercapnia were associated with greater risk for in-hospital death after adjusting for Acute Physiology and Chronic Health Evaluation II score. CPR before admission, neurological insult, hypoxaemia and hypercapnia were associated with receipt of mechanical ventilation after adjusting for Acute Physiology and Chronic Health Evaluation II score.

Conclusion

ICU admission for asthma is relatively uncommon but remains associated with appreciable in-hospital mortality. The greatest determinant of poor hospital survival in asthma patients was receipt of CPR within 24 hours before admission to ICU. Clinical management of these patients should be directed at preventing cardiac arrest before admission.

     

Demographic and clinical determinants of having do not resuscitate orders in the intensive care unit of a comprehensive cancer center

To understand the needs of patients and family members as physicians communicate their expectations about patients admitted to the intensive care unit (ICU), we evaluated the demographic and clinical determinants of having a Do Not Resuscitate (DNR) order for adults with cancer. Patients included were admitted from June 16, 2008-August 16, 2008, to the ICU in a comprehensive cancer center. We conducted a prospective chart review and collected data on patient demographics, length of stay, advance directives, clinical characteristics, and DNR orders. A total of 362 patients met the inclusion criteria; only 15.2% had DNR orders before ICU discharge. In the multivariate analysis, we found that medical admission was an independent predictor of having a DNR order during the ICU stay (odds ratio = 3.65; 95% confidence interval, 1.44-9.28); we also found a significant two-way interaction between race/ethnicity and type of admission (medical vs. surgical) with having a DNR order (p =?.04). Although medical admissions were associated with significantly more DNR orders than were surgical admissions, we observed that the subgroup of non-white patients admitted for medical reasons was significantly less likely to have DNR orders. This finding could reflect different preferences for aggressive care by race/ethnicity in patients with cancer, and deserves further investigation.     

The longer patients are in hospital before Intensive Care admission the higher their mortality

Objective To explore the relationship between hospital mortality and time spent by patients on hospital wards before admission to the intensive care unit (ICU).Design Observational study of prospectively collected data.Setting Participating intensive care units within the North East Thames Regional Database.Patients and participants Patients, 7,190, admitted to ICU from the hospital wards of 24 hospitals.Interventions None.Measurements and results Of ICU admissions from the wards, 40.1% were in hospital for more than 3 days and 11.7% for more than 15 days. ICU patients who died in hospital were in-patients longer (p=0.001) before admission (median 3 days; interquartile range 1–9) than those discharged alive (median 2 days; interquartile range 1–5). Hospital mortality increased significantly (p<0.0001) in relation to time on hospital wards before ICU: 47.1% (standardised mortality ratio 1.09) for patients in hospital 0–3 days before ICU admission up to 67.2% (standardised mortality ratio 1.39) for patients on the wards for more than 15 days before ICU. Length of stay before ICU admission was an independent predictor of hospital mortality (odds ratio per day 1.019; 95% confidence interval 1.014–1.024). There were significant differences (p<0.001) in patient age, APACHE II score and predicted mortality in relation to time on wards before ICU admission.Conclusions Mortality was high among patients admitted from the wards to ICU; many were inpatients for days or weeks before admission. The longer these patients were in hospital before ICU admission, the higher their mortality. Patients with delayed admission differed in some respects compared to those admitted earlier.Electronic Supplementary Material Supplementary material is available in the online version of this article at Preliminary analysis of this data was presented in abstract at the Intensive Care Society (UK) State of the Art Scientific Meeting in London, December 2001.     

Changes in quality of life after medical intensive care

OBJECTIVES: To determine outcome and changes in health-related quality of life (QOL) in medical intensive care patients. DESIGN AND SETTING: Prospective comparison of QOL before and 6 months after intensive care unit (ICU) admission in a 12-bed noncoronary medical ICU of a university hospital. PATIENTS: All 325 consecutively admitted adult patients who spent at least 24 h on the ICU were eligible. MEASUREMENTS AND RESULTS: QOL measurements were collected before and 6 months after ICU admission. Comorbidity classified by the Charlson index was 2.44 +/- 1.96. Mean stay in the ICU was 10.4 +/- 15.1 days, mean Acute Physiology and Chronic Health Evaluation II score was 23 +/- 10. Cumulative mortality was: ICU 24 %, hospital 34 %, 6 months 43 %. Relative to baseline, follow-up interviews of 185 survivors revealed no significant changes in the overall QOL score (p = 0.93). The subscales basic physiological activities (p = 0.07) and normal daily activities (p = 0.15) showed a nonsignificant deterioration. A significant improvement was noted for the domain emotional state (p = 0.013). CONCLUSIONS: Six months after admission to a medical ICU most survivors had regained their preadmission health-related QOL. Multivariate analysis showed that preadmission QOL, age, and severity of illness were most strongly associated with follow-up QOL. Of the survivors 86 % were living at home, and all but one of those previously in employment had returned to their former work. Most patients (94%) would undergo ICU treatment again if necessary.     

Analysis of resource use and cost-generating factors in a German medical intensive care unit employing the Therapeutic Intervention Scoring System (TISS-28)

OBJECTIVE: Evaluation of resource use and costs of a medical intensive care unit (ICU) utilising the simplified Therapeutic Intervention Scoring System (TISS-28). DESIGN: Prospective observational study. SETTING:: Medical ICU of a tertiary care centre. PATIENTS: Consecutive patients with an ICU length of stay (LOS) more than 24 h. INTERVENTIONS: Over a 3 month period SAPS II, TISS-28 and SOFA were determined daily. Patients were retrospectively classified as receiving active (AT) or non-active (NAT) treatment according to TISS-28 variables, with AT representing a therapeutic intervention that could not be performed outside the ICU. Individual expenditure for all patients was calculated using a modified 'top-down' method. MEASUREMENTS AND RESULTS: Out of 303 consecutive patients, 241 (79.5%), including all non-survivors, were categorised AT. The hospital mortality was 14.5%. TISS-28 and ICU LOS were higher in patients receiving AT ( p<0.001). Patient-specific costs accounted for 36 EUR per TISS-point and daily treatment costs 1336 EUR for all patients. Daily costs of care were 68 EUR higher for AT, compared to NAT, patients ( p<0.001). There was no association between ICU costs and measures of severity of illness (SAPS II, SOFA). CONCLUSIONS: TISS-28 is a fast, reliable and readily applicable tool to identify patients receiving AT. Although total and daily costs of care were significantly higher in patients receiving AT, the difference of the daily costs was, albeit statistically significant, economically negligible. The main difference in ICU costs was attributable to ICU LOS. Therefore cost-saving strategies must aim at reducing ICU LOS, without compromising quality of care.     

Admissions to intensive care units from emergency departments: a descriptive study

Objectives: To describe the case mix, activity, and outcome for admissions to intensive care units (ICUs) from emergency departments (EDs). Design: An observational study using data from a high quality clinical database, the Case Mix Programme Database, of intensive care admissions, coordinated at the Intensive Care National Audit &; Research Centre (ICNARC). Setting: 91 adult ICUs in England, Wales, and Northern Ireland, 1996–99. Subjects: 46 587 intensive care admissions. Main outcome measures: Ultimate hospital mortality. Results: Admissions from EDs constituted 26% of total admissions to ICU, 77% of which were direct admissions to ICU from EDs. Direct admissions from EDs, indirect admissions from EDs, and non-ED admissions presented to ICU with different conditions and severity of illness. Indirect admissions from EDs presented in the ICU with the more severe case mix (older age, more acute severity of illness, more likely to have a chronic illness) compared with direct admissions to ICU from EDs. Compared with ICU admissions not originating in EDs, unit and hospital mortality were higher for admissions from EDs, with indirect admissions experiencing the highest hospital (46.4%) mortality. For ICU survivors, indirect admissions stayed longest in the ICU. Conclusions: A large proportion of admissions to ICU (26%) originate in EDs, and differ from those not originating in EDs in terms of both case mix and outcome. Additionally, those admitted directly to ICU from EDs differ from those admitted indirectly via a ward. The observed differences in outcome between different admission routes require further investigation and explanation.     

Predictors of intensive care unit and hospital length of stay in diabetic ketoacidosis

OBJECTIVE: To determine the predictive value for prolonged intensive care unit (ICU) and hospital length of stay (LOS) in patients with diabetic ketoacidosis (DKA) of the Acute Physiology and Chronic Health Evaluation II (APACHE II) score and Logistic Organ Dysfunction System (LODS), and to identify associated characteristics. DESIGN: Prospective cohort, 18-month observation. SUBJECTS AND SETTING: All admissions to a 12-bed, inner-city, university-affiliated hospital, medical ICU from July 1999 to December 2000. MEASUREMENTS: Data for APACHE II and LODS scoring systems were collected within 24 hours of admission. Lengths of ICU and hospital stay were the primary outcomes. Prolonged ICU and hospital LOS were defined as 3 or more and 6 or more days. RESULTS: A total of 584 patients, mean age 49, 56% men, 82% African American were admitted to the ICU. At admission they had (mean +/-SD) APACHE II (18 +/- 10), LODS (5 +/- 4), and predicted mortality of 32% +/- 29%. DKA was the admitting diagnosis in 42 (7.6%) patients; they had lower APACHE II (12 +/- 6), LODS (2 +/- 1), and predicted mortality 5% +/- 5% than the general ICU population (all, P <.001). Hospital mortality in non-DKA patients was 18%; there were no deaths in patients with DKA. Among DKA patients, those with insulin noncompliance had a shorter hospital stay (2.8 +/- 1 d) than those with an underlying illness as the DKA trigger (4.8 +/- 3, P =.02). Between patients with DKA, regardless of the LOS, there were no significant differences in APACHE II, LODS, or predicted mortality. CONCLUSIONS: ICU-admitted patients with DKA are less ill, and have lower disease severity scores, mortality, and shorter length of ICU and hospital stay than non-DKA patients. Disease severity scores are not, but precipitating cause is, predictor associated with prolonged hospital LOS in patients with DKA.     

Who bounces back? Physiologic and other predictors of intensive care unit readmission

OBJECTIVE: To determine the influence of changes in acute physiology scores (APS) and other patient characteristics on predicting intensive care unit (ICU) readmission. DESIGN: Secondary analysis of a prospective cohort study. SETTING: Single large university medical intensive care unit. PATIENTS: A total of 4,684 consecutive admissions from January 1, 1994, to April 1, 1998, to the medical ICU. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: The independent influence of patient characteristics, including daily APS, admission diagnosis, treatment status, and admission location, on ICU readmission was evaluated using logistic regression. After accounting for first ICU admission deaths, 3,310 patients were "at-risk" for ICU readmission and 317 were readmitted (9.6%). Hospital mortality was five times higher (43% vs. 8%; p < .0001), and length of stay was two times longer (16 +/- 16 vs. 32 +/- 28 days; p < .001) in readmitted patients. Mean discharge APS was significantly higher in the readmitted group compared with the not readmitted group (43 +/- 19 vs. 34 +/- 18; p > .01). Significant independent predictors of ICU readmission included discharge APS >40 (odds ratio [OR] 2.1; 95% confidence interval [CI] 1.6-2.7; p < .0001), admission to the ICU from a general medicine ward (Floor) (OR 1.9; 95% CI 1.4-2.6; p < .0001), and transfer to the ICU from other hospital (Transfer) (OR 1.7; 95% CI 1.3-2.3; p < .01). The overall model calibration and discrimination were (H-L chi2 = 3.8, df = 8; p = .85) and (receiver operating characteristic 0.67), respectively. CONCLUSIONS: Patients readmitted to medical ICUs have significantly higher hospital lengths of stay and mortality. ICU readmissions may be more common among patients who respond poorly to treatment as measured by increased severity of illness at first ICU discharge and failure of prior therapy at another hospital or on a general medicine unit. Tertiary care ICUs may have higher than expected readmission rates and mortalities, even when accounting for severity of illness, if they care for significant numbers of transferred patients.     

The influence of access to a private attending physician on the withdrawal of life-sustaining therapies in the intensive care unit.

OBJECTIVE: To assess the influence of patient access to a private attending physician on the withdrawal of life-sustaining therapies in a medical intensive care unit (ICU). DESIGN: Prospective cohort study. SETTING: A university-affiliated teaching hospital. PATIENTS: A total of 501 consecutive patients admitted to the medical ICU during a 5-month period. INTERVENTIONS: None MEASUREMENTS AND MAIN RESULTS: Among patients dying in the medical ICU, those without a private attending physician (n = 26) were statistically more likely to undergo the active withdrawal of life-sustaining therapies than patients with a private attending physician (n = 87) (80.8% vs. 29.9%; relative risk = 2.70; 95% confidence interval = 1.86-3.92; p < .001). Despite having similar predicted mortality rates by Acute Physiology and Chronic Health Evaluation II score (60.5% +/- 27.0% vs. 66.1% +/- 21.3%; p = .280), patients dying in the medical ICU without a private attending physician had statistically shorter hospital and ICU lengths of stay, a shorter duration of mechanical ventilation, and fewer total hospital costs and charges compared with patients with access to a private attending physician. Multiple logistic regression analysis, controlling for severity of illness, demographic characteristics, and patient diagnoses, demonstrated that lack of access to a private attending physician (adjusted odds ratio = 23.10; 95% confidence interval = 9.10-58.57; p < .001) and the presence of a do-not-resuscitate order while in the ICU (adjusted odds ratio = 7.33; 95% confidence interval = 3.69-14.54; p = .004) were the only variables independently associated with the withdrawal of life-sustaining therapies before death. CONCLUSIONS: Patients dying in a medical ICU setting without access to a private attending physician are more likely to undergo the active withdrawal of life-sustaining therapies before death than patients with a private attending physician. Health care providers should be aware of possible variations in the practice of withdrawal of life-sustaining therapies in their ICUs based on this patient characteristic.     

Retrospective evaluation of the simplified Therapeutic Intervention Scoring System (TISS-28) in a surgical intensive care unit

OBJECTIVE: To compare the simplified Therapeutic Intervention Scoring System (TISS-28) with its original version, to provide reference values of daily TISS-28 assessment and to describe its association with severity of illness in surgical patients. DESIGN: Retrospective evaluation of prospectively collected audit data; four documentation periods. Setting: Ten-bed intensive care unit (ICU) in a surgical university hospital. PATIENTS: One thousand nine hundred eighty-six consecutive admissions (1,808 patients; 10,448 observation days) who stayed on ICU for at least 6 h. Patients were in hospital for abdominal, vascular or trauma surgery. The average age was 61.5 years, the mean APACHE II score on admission 10.3 points. INTERVENTIONS: None. MEASUREMENTS: Raw data for APACHE II score and TISS were recorded daily. TISS-28 was calculated retrospectively from the original TISS data. RESULTS: Average TISS-28 values (28.7 points; SD = 9.7) do not differ substantially from the original TISS values (28.2 points, SD = 10.9) and overall correlation is high (r = 0.935). Of the patients, 57.3 % left the ICU after 1-2 days as survivors with a mean daily TISS-28 of 20.0 points. Variability between documentation periods was higher with the original TISS. On average, patients with increasing severity of disease require an increasing amount of care. Survivors have lower TISS-28 values than non-survivors (27.6 vs 34.9). CONCLUSIONS: In a surgical ICU the simplified version of TISS with 28 items (TISS-28) sufficiently reflects the amount of intensive care provided and may provide useful additional information on severity of disease and prognosis. It should replace the original index, at least in these cases.     

Prospective controlled trial of effect of medical emergency team on postoperative morbidity and mortality rates

OBJECTIVE: To determine whether the introduction of an intensive care unit-based medical emergency team, responding to hospital-wide preset criteria of physiologic instability, would decrease the rate of predefined adverse outcomes in patients having major surgery. DESIGN: Prospective, controlled before-and-after trial. SETTING: University-affiliated hospital. PATIENTS: Consecutive patients admitted to hospital for major surgery during a 4-month control phase and during a 4-month intervention phase. INTERVENTIONS: Introduction of a hospital-wide intensive care unit-based medical emergency team to evaluate and treat in-patients deemed at risk of developing an adverse outcome by nursing, paramedical, and/or medical staff. MEASUREMENTS AND MAIN RESULTS: We measured incidence of serious adverse events, mortality after major surgery, and mean duration of hospital stay. There were 1,369 operations in 1,116 patients during the control period and 1,313 in 1,067 patients during the medical emergency team intervention period. In the control period, there were 336 adverse outcomes in 190 patients (301 outcomes/1,000 surgical admissions), which decreased to 136 in 105 patients (127 outcomes/1,000 surgical admissions) during the intervention period (relative risk reduction, 57.8%; p <.0001). These changes were due to significant decreases in the number of cases of respiratory failure (relative risk reduction, 79.1%; p <.0001), stroke (relative risk reduction, 78.2%; p =.0026), severe sepsis (relative risk reduction, 74.3%; p =.0044), and acute renal failure requiring renal replacement therapy (relative risk reduction, 88.5%; p <.0001). Emergency intensive care unit admissions were also reduced (relative risk reduction, 44.4%; p =.001). The introduction of the medical emergency team was also associated with a significant decrease in the number of postoperative deaths (relative risk reduction, 36.6%; p =.0178). Duration of hospital stay after major surgery decreased from a mean of 23.8 days to 19.8 days (p =.0092). CONCLUSIONS: The introduction of an intensive care unit-based medical emergency team in a teaching hospital was associated with a reduced incidence of postoperative adverse outcomes, postoperative mortality rate, and mean duration of hospital stay.