Association Between Medicare Expenditures and Adverse Events for Patients With Acute Myocardial Infarction, Heart Failure, or Pneumonia in the United States.

Importance: Studies have shown that adverse events are associated with increasing inpatient care expenditures, but contemporary data on the association between expenditures and adverse events beyond inpatient care are limited. Objective: To evaluate whether hospital-specific adverse event rates are associated with hospital-specific risk-standardized 30-day episode-of-care Medicare expenditures for fee-for-service patients discharged with acute myocardial infarction (AMI), heart failure (HF), or pneumonia. Design, Setting, and Participants: This cross-sectional study used the 2011 to 2016 hospital-specific risk-standardized 30-day episode-of-care expenditure data from the Centers for Medicare & Medicaid Services and medical record-abstracted in-hospital adverse event data from the Medicare Patient Safety Monitoring System. The setting was acute care hospitals treating at least 25 Medicare fee-for-service patients for AMI, HF, or pneumonia in the United States. Participants were Medicare fee-for-service patients 65 years or older hospitalized for AMI, HF, or pneumonia included in the Medicare Patient Safety Monitoring System in 2011 to 2016. The dates of analysis were July 16, 2017, to May 21, 2018. Main Outcomes and Measures: Hospitals' risk-standardized 30-day episode-of-care expenditures and the rate of occurrence of adverse events for which patients were at risk. Results: The final study sample from 2194 unique hospitals included 44 807 patients (26.1% AMI, 35.6% HF, and 38.3% pneumonia) with a mean (SD) age of 79.4 (8.6) years, and 52.0% were women. The patients represented 84 766 exposures for AMI, 96 917 exposures for HF, and 109 641 exposures for pneumonia. Patient characteristics varied by condition but not by expenditure category. The mean (SD) risk-standardized expenditures were $22 985 ($1579) for AMI, $16 020 ($1416) for HF, and $16 355 ($1995) for pneumonia per hospitalization. The mean risk-standardized rates of occurrence of adverse events for which patients were at risk were 3.5% (95% CI, 3.4%-3.6%) for AMI, 2.5% (95% CI, 2.5%-2.5%) for HF, and 3.0% (95% CI, 2.9%-3.0%) for pneumonia. An increase by 1 percentage point in the rate of occurrence of adverse events was associated with an increase in risk-standardized expenditures of $103 (95% CI, $57-$150) for AMI, $100 (95% CI, $29-$172) for HF, and $152 (95% CI, $73-$232) for pneumonia per discharge. Conclusions and Relevance: Hospitals with high adverse event rates were more likely to have high 30-day episode-of-care Medicare expenditures for patients discharged with AMI, HF, or pneumonia.

Association Between Hospital Performance on Patient Safety and 30-Day Mortality and Unplanned Readmission for Medicare Fee-for-Service Patients With Acute Myocardial Infarction.

BACKGROUND: Little is known regarding the relationship between hospital performance on adverse event rates and hospital performance on 30-day mortality and unplanned readmission rates for Medicare fee-for-service patients hospitalized for acute myocardial infarction (AMI). METHODS AND RESULTS: Using 2009-2013 medical record-abstracted patient safety data from the Agency for Healthcare Research and Quality's Medicare Patient Safety Monitoring System and hospital mortality and readmission data from the Centers for Medicare & Medicaid Services, we fitted a mixed-effects model, adjusting for hospital characteristics, to evaluate whether hospital performance on patient safety, as measured by the hospital-specific risk-standardized occurrence rate of 21 common adverse event measures for which patients were at risk, is associated with hospital-specific 30-day all-cause risk-standardized mortality and unplanned readmission rates for Medicare patients with AMI. The unit of analysis was at the hospital level. The final sample included 793 acute care hospitals that treated 30 or more Medicare patients hospitalized for AMI and had 40 or more adverse events for which patients were at risk. The occurrence rate of adverse events for which patients were at risk was 3.8%. A 1% point change in the risk-standardized occurrence rate of adverse events was associated with average changes in the same direction of 4.86% points (95% CI, 0.79-8.94) and 3.44% points (95% CI, 0.19-6.68) for the risk-standardized mortality and unplanned readmission rates, respectively. CONCLUSIONS: For Medicare fee-for-service patients discharged with AMI, hospitals with poorer patient safety performance were also more likely to have poorer performance on 30-day all-cause mortality and on unplanned readmissions.

Treatment of single peripheral pulmonary emboli: patient outcomes and factors associated with decision to treat.

BACKGROUND: Increasing use of computed tomography pulmonary angiography together with higher-resolution scanners has increased the detection of peripheral filling defects. Physicians face the dilemma of whether to treat patients with these findings, especially single defects. The aims of this study were to compare the outcomes of treated and untreated patients with single peripheral filling defects (SPFD) and identify factors associated with treatment. METHODS: All cases with SPFDs over 66 months in a single institution were identified. Patient and treatment information were abstracted and data on 90-day mortality and postdischarge venous thromboembolism (VTE) were collected. RESULTS: A total of 4906 computed tomography pulmonary angiograms were reviewed. A SPFD was identified in 3.1% (n = 153). Of the 153 patients, 134 met criteria for study inclusion. In 99 of 134 (73.9%) studies, the defect was called a pulmonary embolus (PE) by the initial radiologist. Treatment was administered to 61 of 134 (45.5%) patients; 5 patients died in each group. Postdischarge VTE occurred in 3 treated and 2 untreated patients. In 52 of 153 cases, an additional study was performed. None of the patients with normal ventilation perfusion scan and compression ultrasound received treatment. Immobility (odds ratio [OR]: 3.90, 95% confidence interval [CI]: 1.45-10.60), previous VTE (OR: 3.72, 95% CI: 1.18-11.70), and determination of PE by the radiologist (OR: 24.68, 95% CI: 5.40-112.90) were associated with treatment. CONCLUSIONS: There was no difference in 90-day mortality or recurrence between treated and untreated patients. The most influential factor associated with treatment was the radiologist's interpretation. When secondary lung imaging studies were negative, no patient received treatment.

Detection of postoperative sleep-disordered breathing using a portable monitoring device.

PURPOSE: Adverse surgical outcomes may occur more frequently in patients with sleep-disordered breathing (SDB). Despite this concern, there have been no prospective studies using objective measures of postoperative SDB to determine the scope of the problem. We designed a prospective study to determine the feasibility of identifying SDB in elective postoperative patients by the use of a type IV portable monitor (PM). METHODS: Patients >18 years old who presented for elective surgery with at least one postoperative hospital night on a non-monitored unit were enrolled and wore a type IV device that measured nasal flow, heart rate, and oxygen saturation on their first postoperative night. Respiratory disturbance index (RDI) and oxygen desaturation index (ODI) were generated for each patient. RESULTS: Data sufficient for interpretation were collected on 100/116 patients enrolled. SDB (RDI ≥5) was observed in 51% of the study group, and 17% had a RDI >15. An elevated ODI ≥5 was seen in 42%, while 17% had an ODI ≥15. Device malfunction occurred in 16% of the study participants. CONCLUSION: A type IV PM can be employed in the postoperative setting to detect and gauge the severity of SDB.

Effectiveness and acceptability of a computerized decision support system using modified Wells criteria for evaluation of suspected pulmonary embolism.

STUDY OBJECTIVE: Ready availability of computed tomography (CT) angiography for evaluation of pulmonary embolism in emergency departments (EDs) is associated with a dramatic increase in the number of CT angiography tests. The aims of this study are to determine whether a validated prediction algorithm embedded in a computerized decision support system improves the positive yield rate of CT angiography for pulmonary embolism and is acceptable to emergency physicians. METHODS: This study was conducted as a prospective interventional study with a retrospective preinterventional comparison group. RESULTS: The implementation of the computerized physician order entry-based computerized decision support system was associated with an overall increase in the positivity rate of from 8.3% (95% confidence interval [CI] 4.9% to 12.9%) preintervention to 12.7% (95% CI 8.6% to 17.7%) postintervention, with a difference of 4.4% (95% CI -1.4% to 10.1%). A total of 404 patients were eligible for inclusion. Physician nonadherence to the computerized decision support system occurred in 105 (26.7%) cases. Fifteen patients underwent CT angiography despite low Wells score and negative D-dimer result, all of whose results were negative for pulmonary embolism. Emergency physicians did not order CT angiography for 44 patients despite high pretest probability, with one receiving a diagnosis of pulmonary embolism on a subsequent visit and another, of DVT. When emergency physicians adhered to the computerized decision support system for the evaluation of suspected pulmonary embolism, a higher yield of CT angiography for pulmonary embolism occurred, with 28 positive results of 168 CT angiography tests (16.7%; 95% CI 11.4% to 23.2%) and a difference compared with preintervention of 8.4% (95% CI 1.7% to 15.4%). Physicians cited the time required to apply the computerized decision support system and a preference for intuitive judgment as reasons for not adhering to the computerized decision support system. CONCLUSION: Use of an evidence-based computerized physician order entry-based computerized decision support system for the evaluation of suspected pulmonary embolism was associated with a higher yield of CT angiography for pulmonary embolism. The computerized decision support system, however, was poorly accepted by emergency physicians (partly because of increased computer time), leading to possibly selective use, reducing the effect on overall yield, and leading to removal of the computerized decision support system from the computer order entry. These findings emphasize the importance of facilitation of rule-based decisionmaking in the ED and attentiveness to the complex demands placed on emergency physicians.

Predictors of timely antibiotic administration for patients hospitalized with community-acquired pneumonia from the cluster-randomized EDCAP trial.

INTRODUCTION: To identify factors associated with timely initiation of antibiotic therapy for patients hospitalized with pneumonia. DESIGN: Secondary analysis of a cluster-randomized, controlled trial. SETTING: Thirty- two emergency departments (EDs) in Pennsylvania and Connecticut. SUBJECTS: Patients with a clinical and radiographic diagnosis of community-acquired pneumonia. INTERVENTIONS: From January to December 2001, EDs were randomly allocated to guideline implementation strategies of low (n = 8), moderate (n = 12), and high intensity (n = 12) to improve the initial site of treatment and the performance of evidence-based processes of care. Our primary outcome was antibiotic initiation within 4 hours of presentation, which at that time was the recommended process of care for inpatients. RESULTS: Of the 2076 inpatients enrolled, 1632 (78.6%) received antibiotic therapy within 4 hours of presentation. Antibiotic timeliness ranged from 55.6% to 100% (P < 0.001) by ED and from 77.0% to 79.7% (P = 0.2) across the 3 guideline implementation arms. In multivariable analysis, heart rate > or =125 per minute (OR = 1.6, 95% CI 1.1-2.3), respiratory rate > or =30 per minute (OR = 2.3, 95% CI 1.6-3.4), and aspiration pneumonia (OR = 3.7, 95% CI 1.1-12.7) were positively associated with timely initiation of antibiotic therapy, whereas a hematocrit <30% (OR = 0.6, 95% CI 0.4-1.0) was negatively associated with this outcome. CONCLUSIONS: Timely initiation of antibiotic therapy is associated primarily with patient-related factors that reflect severity of illness at presentation. Although this study demonstrates an opportunity to improve performance on this quality measure in nearly one quarter of inpatients with pneumonia, we failed to identify any modifiable patient, provider, or hospital level factors to target in such quality improvement efforts.

Trends in use and yield of chest computed tomography with angiography for diagnosis of pulmonary embolism in a Connecticut hospital emergency department.

RATIONALE: We hypothesize that the ready availability of chest computed tomography (CT) scan, with angiography (CTA), for pulmonary embolism (PE) has resulted in its increased use in the emergency department (ED) with an associated decrease in positive studies. RESULTS: CTA for diagnosis of PE increased over 13-fold from 2000 to 2005. The diagnostic yield of CTA for PE decreased from 14% in 2000 to a mean (SD) of 7.2 (.91)% during subsequent years (P =.007). No significant change in yield occurred after 2001 (P = 0.51). Significantly more segmental and subsegmental embolisms were observed with the 16-slice CT in years 2004-2005 when compared to the single-slice CT used in years 2000-2003. CONCLUSIONS: CTA for PE in our hospital ED has a low-positive yield rate, suggesting overutilization. However, the positive-yield rate remained steady despite increasing numbers of CTA, suggesting increased detection of PE and/or false-positive CTA.

Factors associated with time to laparoscopic cholecystectomy for acute cholecystitis.

AIM: To determine patient and process of care factors associated with performance of timely laparoscopic cholecystectomy for acute cholecystitis. METHODS: A retrospective medical record review of 88 consecutive patients with acute cholecystitis was conducted. Data collected included demographic data, co-morbidities, symptoms and physical findings at presentation, laboratory and radiological investigations, length of stay, complications, and admission service (medical or surgical). Patients not undergoing cholecystectomy during this hospitalization were excluded from analysis. Hierarchical generalized linear models were constructed to assess the association of pre-operative diagnostic procedures, presenting signs, and admitting service with time to surgery. RESULTS: Seventy cases met inclusion and exclusion criteria, among which 12 were admitted to the medical service and 58 to the surgical service. Mean +/- SD time to surgery was 39.3 +/- 43 h, with 87% of operations performed within 72 h of hospital arrival. In the adjusted models, longer time to surgery was associated with number of diagnostic studies and endoscopic retrograde cholangio-pancreatography (ERCP, P = 0.01) as well with admission to medical service without adjustment for ERCP (P < 0.05). Patients undergoing both magnetic resonance cholangiopancreatography (MRCP) and computed tomography (CT) scans experienced the longest waits for surgery. Patients admitted to the surgical versus medical service underwent surgery earlier (30.4 +/- 34.9 vs 82.7 +/- 55.1 h, P < 0.01), had less post-operative complications (12% vs 58%, P < 0.01), and shorter length of stay (4.3 +/- 3.4 vs 8.1 +/- 5.2 d, P < 0.01). CONCLUSION: Admission to the medical service and performance of numerous diagnostic procedures, ERCP, or MRCP combined with CT scan were associated with longer time to surgery. Expeditious performance of ERCP and MRCP and admission of medically stable patients with suspected cholecystitis to the surgical service to speed up time to surgery should be considered.

Comparison of outcomes for low-risk outpatients and inpatients with pneumonia: A propensity-adjusted analysis.

BACKGROUND: Low-risk patients with community-acquired pneumonia are often hospitalized despite guideline recommendations for outpatient treatment. METHODS: Using data from a randomized trial conducted in 32 emergency departments, we performed a propensity-adjusted analysis to compare 30-day mortality rates, time to the return to work and to usual activities, and patient satisfaction with care between 944 outpatients and 549 inpatients in pneumonia severity index risk classes I to III who did not have evidence of arterial oxygen desaturation, or medical or psychosocial contraindications to outpatient treatment. RESULTS: After adjusting for quintile of propensity score for outpatient treatment, which eliminated all significant differences for baseline characteristics, outpatients were more likely to return to work (odds ratio [OR], 2.0; 95% confidence interval [CI], 1.5 to 2.6) or, for nonworkers, to usual activities (OR, 1.4; 95% CI, 1.1 to 1.8) than were inpatients. Satisfaction with the site-of-treatment decision (OR, 1.1; 95% CI, 0.7 to 1.8), with emergency department care (OR, 1.4; 95% CI, 0.9 to 1.9), and with overall medical care (OR, 1.1; 95% CI, 0.8 to 1.6) was not different between outpatients and inpatients. The overall mortality rate was higher for inpatients than outpatients (2.6% vs 0.1%, respectively; p < 0.01); the mortality rate was not different among the 242 outpatients and 242 inpatients matched by their propensity score (0.4% vs 0.8%, respectively; p = 0.99). CONCLUSIONS: After adjusting for the propensity of site of treatment, outpatient treatment was associated with a more rapid return to usual activities and to work, and with no increased risk of mortality. The higher observed mortality rate among all low-risk inpatients suggests that physician judgment is an important complement to objective risk stratification in the site-of-treatment decision for patients with pneumonia.

Factors associated with the hospitalization of low-risk patients with community-acquired pneumonia in a cluster-randomized trial.

BACKGROUND: Many low-risk patients with pneumonia are hospitalized despite recommendations to treat such patients in the outpatient setting. OBJECTIVE: To identify the factors associated with the hospitalization of low-risk patients with pneumonia. METHODS: We analyzed data collected by retrospective chart review for 1,889 low-risk patients (Pneumonia Severity Index [PSI] risk classes I to III without evidence of arterial oxygen desaturation) enrolled in a cluster-randomized trial conducted in 32 emergency departments. RESULTS: Overall, 845 (44.7%) of all low-risk patients were treated as inpatients. Factors independently associated with an increased odds of hospitalization included PSI risk classes II and III, the presence of medical or psychosocial contraindications to outpatient treatment, comorbid conditions that were not contained in the PSI (cognitive impairment, history of coronary artery disease, diabetes mellitus, or pulmonary disease), multilobar radiographic infiltrates, and home therapy with oxygen, corticosteroids, or antibiotics before presentation. While 32.8% of low-risk inpatients had a contraindication to outpatient treatment and 47.1% had one or more preexisting treatments, comorbid conditions, or radiographic abnormalities not contained in the PSI, 20.1% had no identifiable risk factors for hospitalization other than PSI risk class II or III. CONCLUSIONS: Hospital admission appears justified for one-third of low-risk inpatients based upon the presence of one or more contraindications to outpatient treatment. At least one-fifth of low-risk inpatients did not have a contraindication to outpatient treatment or an identifiable risk factor for hospitalization, suggesting that treatment of a larger proportion of such low-risk patients in the outpatient setting could be achieved without adversely affecting patient outcomes.

Effect of increasing the intensity of implementing pneumonia guidelines: a randomized, controlled trial.

BACKGROUND: Despite the development of evidence-based pneumonia guidelines, limited data exist on the most effective means to implement guideline recommendations into clinical practice. OBJECTIVE: To compare the effectiveness and safety of 3 guideline implementation strategies. DESIGN: Cluster-randomized, controlled trial. SETTING: 32 emergency departments in Pennsylvania and Connecticut. PATIENTS: 3219 patients with a clinical and radiographic diagnosis of pneumonia. INTERVENTIONS: The authors implemented a project-developed guideline for the initial site of treatment based on the Pneumonia Severity Index and performance of evidence-based processes of care at the emergency department level. Guideline implementation strategies were defined as low (n = 8), moderate (n = 12), and high intensity (n = 12). MEASUREMENTS: Effectiveness outcomes were the rate at which low-risk patients were treated on an outpatient basis and the performance of recommended processes of care. Safety outcomes included death, subsequent hospitalization for outpatients, and medical complications for inpatients. RESULTS: More low-risk patients (n = 1901) were treated as outpatients in the moderate-intensity and high-intensity groups than in the low-intensity group (high-intensity group, 61.9%; moderate-intensity group, 61.0%; low-intensity group, 37.5%; P = 0.004). More outpatients (n = 1125) in the high-intensity group received all 4 recommended processes of care (high-intensity group, 60.9%; moderate-intensity group, 28.3%; low-intensity group, 25.3%; P < 0.001); more inpatients (n = 2076) in the high-intensity group received all 4 recommended processes of care (high-intensity group, 44.3%; moderate-intensity group, 30.1%; low-intensity group, 23.0%; P < 0.001). No statistically significant differences in safety outcomes were observed across interventions. LIMITATIONS: Twenty percent of eligible patients were not enrolled, and data on effectiveness outcomes were not collected before the trial. CONCLUSIONS: Both moderate-intensity and high-intensity guideline implementation strategies safely increased the proportion of low-risk patients with pneumonia who were treated as outpatients. The high-intensity strategy was most effective for increasing the performance of the recommended processes of care for outpatients and inpatients.

Using randomized controlled trial data, the agreement between retrospectively and prospectively collected data comprising the pneumonia severity index was substantial.

OBJECTIVE: To assess the agreement between prospectively and retrospectively determined variables comprising the Pneumonia Severity Index (PSI), assignment to PSI risk class, and designation as low risk, based on these two methods of data collection. STUDY DESIGN AND SETTING: We analyzed data from a randomized trial of patients with community-acquired pneumonia managed in 32 hospital emergency departments (EDs). For all enrolled patients, the 20 PSI variables were collected prospectively by ED providers and retrospectively by medical record abstractors. We examined the agreement for each of the 20 PSI variables, assignment to the five PSI risk classes, and classification of patients as low (classes I-III) vs. high (classes IV and V) risk. Agreement was measured using total percent agreement and the kappa statistic. RESULTS: Among the 3,220 enrolled patients, percent agreement was >90% for 18 of the 20 variables comprising the PSI, with most unweighted kappa's being >0.6. Agreement was substantial for assignment to PSI risk class (percent agreement: 92.7%; weighted kappa: 0.79) and for classification as low vs. high risk (percent agreement: 88.5%; unweighted kappa: 0.74). CONCLUSION: There was substantial agreement between retrospective and prospective assignment to PSI risk class, classification as low vs. high risk, and the determination of most individual variables that constitute the PSI.

Prospective comparison of three validated prediction rules for prognosis in community-acquired pneumonia.

PURPOSE: We assessed the performance of 3 validated prognostic rules in predicting 30-day mortality in community-acquired pneumonia: the 20 variable Pneumonia Severity Index and the easier to calculate CURB (confusion, urea nitrogen, respiratory rate, blood pressure) and CURB-65 severity scores. SUBJECTS AND METHODS: We prospectively followed 3181 patients with community-acquired pneumonia from 32 hospital emergency departments (January-December 2001) and assessed mortality 30 days after initial presentation. Patients were stratified into Pneumonia Severity Index risk classes (I-V) and CURB (0-4) and CURB-65 (0-5) risk strata. We compared the discriminatory power (area under the receiver operating characteristic curve) of these rules to predict mortality and their accuracy based on sensitivity, specificity, predictive values, and likelihood ratios. RESULTS: The Pneumonia Severity Index (risk classes I-III) classified a greater proportion of patients as low risk (68% [2152/3181]) than either a CURB score <1 (51% [1635/3181]) or a CURB-65 score <2 (61% [1952/3181]). Low-risk patients identified based on the Pneumonia Severity Index had a slightly lower mortality (1.4% [31/2152]) than patients classified as low-risk based on the CURB (1.7% [28/1635]) or the CURB-65 (1.7% [33/1952]). The area under the receiver operating characteristic curve was higher for the Pneumonia Severity Index (0.81) than for either the CURB (0.73) or CURB-65 (0.76) scores (P <0.001, for each pairwise comparison). At comparable cut-points, the Pneumonia Severity Index had a higher sensitivity and a somewhat higher negative predictive value for mortality than either CURB score. CONCLUSIONS: The more complex Pneumonia Severity Index has a higher discriminatory power for short-term mortality, defines a greater proportion of patients at low risk, and is slightly more accurate in identifying patients at low risk than either CURB score.

The emergency department community-acquired pneumonia trial: Methodology of a quality improvement intervention.

Community-acquired pneumonia causes more than 4 million episodes of illness each year and has high morbidity, mortality, and total cost of care. Nationwide, nearly 75% of community-acquired pneumonia patients are initially evaluated and treated in hospital-based emergency departments (EDs). Substantial variation exists in illness severity assessment, hospital admission decisions, and performance of recommended processes of care. We designed an ED-based quality improvement trial focused on the initial care of patients with community-acquired pneumonia. We used the Pneumonia Severity Index and level of arterial oxygenation to identify patients at low risk for 30-day mortality and to guide admission decisionmaking. We assessed the performance of recommended "best practices," consisting of assessment of arterial oxygenation, the collection of blood cultures for inpatients, and the timely initiation of appropriate empiric antibiotic therapy for inpatients and outpatients. We conducted a 32-site, cluster-randomized trial in Pennsylvania and Connecticut, comparing the effectiveness and safety of 3 guideline implementation strategies of increasing intensity. The multifaceted implementation plans were carried out in conjunction with each state's quality improvement organization. This article describes the background, objectives, and methodology of this trial to translate evidence-based knowledge on the quality and efficiency of care for community-acquired pneumonia into clinical practice.

Which strategies facilitate improvement in quality of care for elderly hospitalized pneumonia patients?

BACKGROUND: A retrospective cohort study was conducted to elucidate which hospital-based quality improvement (QI) strategies are most effective in facilitating improvement in care for patients with community-acquired pneumonia. METHODS: In 1999 telephone interviews were conducted with 29 acute care hospitals in Connecticut regarding their use of QI strategies for 1,234 patients at baseline and 1,081 patients at follow-up. RESULTS: Hospital-based QI strategies were grouped into two domains of implementation approach (epidemiologic and social influence). Hospitals scoring a 4 in either the epidemiologic or social influence approach (versus a score of < or = 3) experienced a greater-than-average increase in percentage of patients with blood culture collection within 24 hours of hospital presentation. Hospitals applying all four social influence QI strategies showed a greater-than-average increase in delivery of antibiotics within 8 hours of patients' hospital arrival when compared with all the other hospitals combined. DISCUSSION: The finding that an increased proportion of patients receiving antibiotics within 8 hours and blood cultures within 24 hours of hospital arrival when the greatest numbers of hospital-based QI strategies were implemented in suggestive of a possible "dose effect" of QI.

Patient and hospital characteristics associated with recommended processes of care for elderly patients hospitalized with pneumonia: results from the medicare quality indicator system pneumonia module.

BACKGROUND: Unexplained wide variability exists in the performance of key initial processes of care associated with improved survival of elderly patients (those > or =65 years) hospitalized with pneumonia. The objective of this study was to assess which patient and hospital characteristics are associated with performance of these key initial processes of care for hospitalized elderly patients with pneumonia. METHODS: A retrospective cohort analysis was performed using data from the Medicare Quality Indicator System Pneumonia Module for 14 069 patients 65 years or older hospitalized with pneumonia throughout the United States. Associations were calculated using multivariate logistic regression analysis between specific patient and hospital characteristics and 2 processes of care associated with improved 30-day survival: administration of antibiotics within 8 hours of hospital arrival and blood culture collection within 24 hours of arrival. RESULTS: Timely antibiotic administration was negatively associated with nonwhite race (African American: odds ratio [OR], 0.71; 95% confidence interval [CI], 0.60-0.85; and other racial minorities: OR, 0.79; 95% CI, 0.68-0.92), major hospital teaching status (OR, 0.79; 95% CI, 0.67-0.93), and larger hospital size (> or =250 beds vs. <100 beds: OR, 0.68; 95% CI, 0.59-0.80). Timely blood culture collection was positively associated with larger hospital size (OR, 1.61; 95% CI, 1.39-1.87). Performance of both processes of care were positively associated with registered nurse-bed ratios of 1.25 or higher (for antibiotic administration: OR, 1.23; 95% CI, 1.10-1.38; and for blood culture collection: OR, 1.43; 95% CI, 1.26-1.61) and fever (for antibiotic administration: OR, 1.35; 95% CI, 1.23-1.49; and for blood culture collection: OR, 3.07; 95% CI, 2.81-3.34) and were negatively associated with hospital location in the South (for antibiotic administration: OR, 0.77; 95% CI, 0.69-0.86; and for blood culture collection: OR, 0.85; 95% CI, 0.77-0.93). CONCLUSIONS: Minority race, fever, nurse-bed ratio, hospital size and teaching status, and southern location are among the major patient and hospital characteristics associated, either negatively or positively, with the timeliness of performance of initial antibiotic administration and blood culture collection for patients hospitalized with pneumonia. Because performance of these processes of care is associated with improved likelihood of survival, medical providers should seek to eliminate the variations in care associated with these patient and hospital characteristics. In addition, the impact of nurse staffing changes on performance of key time-sensitive processes of care should be weighed carefully.