Early uptake of research findings after fast-track publication.
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Diffusion of Innovation↗
Biomedical subjects
W A Ghali
Publications and source records attributed to W A Ghali.
Why do patients with atrial fibrillation not receive warfarin?
Atrial fibrillation (AF) is a growing public health problem associated with significant morbidity and mortality. Numerous randomized controlled trials of warfarin have conclusively demonstrated that long-term anticoagulation therapy can reduce the risk for stroke by approximately 68% per year in patients with nonvalvular AF, and even more in patients with valvular AF. However, available data show that of those patients with AF and no contraindication to warfarin therapy, only 15% to 44% are prescribed warfarin. Our literature review has identified patient-, physician-, and health care system-related barriers to warfarin prescription. However, the relative importance of these specific barriers remains unknown. Further work is needed to understand the discrepancy between the randomized controlled trial evidence and clinical practice patterns.
Anticoagulants↗
Dealing with missing data in observational health care outcome analyses.
Observational outcome analyses appear frequently in the health research literature. For such analyses, clinical registries are preferred to administrative databases. Missing data are a common problem in any clinical registry, and pose a threat to the validity of observational outcomes analyses. Faced with missing data in a new clinical registry, we compared three possible responses: exclude cases with missing data; assume that the missing data indicated absence of risk; or merge the clinical database with an existing administrative database. The predictive model derived using the merged data showed a higher C statistic (C = 0.770), better model goodness-of-fit as measured in a decile-of-risk analysis, the largest gradient of risk across deciles (46.3), and the largest decrease in deviance (-2 log likelihood = 406.2). The superior performance of the enhanced data model supports the use of this "enhancement" methodology and bears consideration when researchers are faced with nonrandom missing data.
Adult↗
Successful teaching in evidence-based medicine.
OBJECTIVES: Several published articles have described the importance of exposing medical trainees to the 'new paradigm' of evidence-based medicine (EBM). Recognizing this, we sought to develop and objectively evaluate a mini-course in EBM for third-year medical students. DESIGN: We developed a mini-course consisting of four sessions in which students learn to derive sequentially focused questions, search MEDLINE, review articles critically and apply information from the literature to specific clinical questions. To evaluate the teaching intervention, we performed a controlled educational study. Students at the intervention site (n=34) attended the EBM mini-course, while students at the control site (n=26) received more 'traditional' didactic teaching on various clinical topics. Intervention and control students were surveyed immediately before and after the mini-course to assess changes in reading and literature searching skills, as well as a tendency to use the literature to answer clinical questions. SETTING: Boston University School of Medicine. SUBJECTS: Third-year medical students. RESULTS: The intervention was associated with significant changes in students' self-assessed skills and attitudes. MEDLINE and critical appraisal skills increased significantly in the intervention group relative to the control group (significance of between group differences: P=0.002 for MEDLINE and P=0.0002 for critical appraisal), as did students' tendency to use MEDLINE and original research articles to solve clinical problems (significance of between group differences: P=0.002 and P=0.0008, respectively). CONCLUSIONS: We conclude that this brief teaching intervention in EBM has had a positive impact on student skills and attitudes at our medical school. We believe that the key elements of this intervention are (1) active student involvement, (2), clinical relevance of exercises and (3) integrated teaching targeting each of the component skills of EBM.
Education, Medical, Undergraduate↗
The impact of leaving against medical advice on hospital resource utilization.
OBJECTIVE: To assess the effect of hospital discharge against medical advice (AMA) on the interpretation of charges and length of stay attributable to alcoholism. DESIGN: Retrospective cohort. Three analytic strategies assessed the effect of having an alcohol-related diagnosis (ARD) on risk-adjusted utilization in multivariate regressions. Strategy 1 did not adjust for leaving AMA, strategy 2 adjusted for leaving AMA, and strategy 3 restricted the sample by excluding AMA discharges. SETTING: Acute care hospitals. PATIENTS: We studied 23,198 pneumonia hospitalizations in a statewide administrative database. MEASUREMENTS AND MAIN RESULTS: Among these admissions, 3.6% had an ARD, and 1.2% left AMA. In strategy 1 an ARD accounted for a $1,293 increase in risk-adjusted charges for a hospitalization compared with cases without an ARD ( p =.012). ARD-attributable increases of $1,659 ( p =.002) and $1,664 ( p =. 002) in strategies 2 and 3 respectively, represent significant 28% and 29% increases compared with strategy 1. Similarly, using strategy 1 an ARD accounted for a 0.6-day increase in risk-adjusted length of stay over cases without an ARD ( p =.188). An increase of 1 day was seen using both strategies 2 and 3 ( p =.044 and p =.027, respectively), representing significant 67% increases attributable to ARDs compared with strategy 1. CONCLUSIONS: Discharge AMA affects the interpretation of the relation between alcoholism and utilization. The ARD-attributable utilization was greater when analyses adjusted for or excluded AMA cases. Not accounting for leaving AMA resulted in an underestimation of the impact of alcoholism on resource utilization.
Aged↗
Physicians' recommendations for patients who undergo noncardiac surgery.
OBJECTIVE: To investigate how consulting physicians attempt to modify perioperative cardiac risk for patients who undergo noncardiac surgery by comparing the preoperative cardiac recommendations of consulting physicians in 2 university centres. DESIGN: Retrospective cross-sectional analysis. SETTING: Five hospitals affiliated with 2 Canadian universities. PATIENTS: Three hundred and eight preoperative consultations were evaluated in 297 patients who were 40 years of age or older and scheduled for noncardiac surgery. OUTCOME MEASURES: Cardiac drug recommendations at the preoperative consultation [corrected]; overall recommendations and practice variation between the 2 centres. RESULTS: The greatest changes in drug management suggested by consultants were the initiation of nitrates in 13% of the patients and a decrease in acetylsalicylic acid administration from 27% to 17%. Centre A physicians recommended adding an angiotensin-converting enzyme inhibitor 11% of the time, whereas centre B physicians recommended such an inhibitor in only 1% of the patients (p = 0.001). In patients taking acetylsalicylic acid at the preoperative consultation, Centres A and B physicians recommended withholding the drug 47% and 22% of the time, respectively (p = 0.03). These differences persisted between the 2 centres after controlling for physician estimates of risk. CONCLUSIONS: Consultants frequently recommended perioperative changes in the use of cardiac medications, and there were differences in practice patterns between the 2 centres. These differences may be affecting patient outcomes and highlight the need for randomized clinical trials to determine the impact of perioperative drug administration on bleeding, myocardial infarction and death.
Adrenergic beta-Antagonists↗
Missed opportunities for prevention in general internal medicine.
BACKGROUND: According to the Canadian Society of Internal Medicine, the Canadian general internist is in the ideal position to promote patient health through disease prevention. To explore the general internist's contribution to disease prevention, the authors quantified the extent to which opportunities for prevention were addressed by the general internal medicine (GIM) service in an acute care teaching hospital in Calgary. METHODS: The authors interviewed 100 adult patients before discharge from the hospital's GIM service between May 14, 1997, and Dec. 2, 1997. The number of potential opportunities for preventive intervention were identified for each patient from 10 possible interventions recommended by the Canadian Task Force on the Periodic Health Examination (now the Canadian Task Force on Preventive Health Care): breast cancer screening, Papanicolaou smear for cervical cancer, counselling on menopausal hormone replacement therapy, digital rectal examination for prostate cancer, smoking cessation counselling, cholesterol measurement, therapy or monitoring for hypertension, influenza vaccination, pneumococcal vaccination and colorectal cancer screening. The authors determined which interventions the patient had undergone before the current admission to hospital and, using patient recall and postdischarge medical chart review, which opportunities for intervention were addressed by the GIM service during the current admission. An opportunity for preventive intervention was considered as addressed by the GIM service if it was performed during the current admission or if the general internist informed the patient or the patient's family physician of the need for such intervention in the near future. RESULTS: Among the 10 preventive interventions considered, a mean of 3.8 potential opportunities for prevention were identified for each patient. Of these, 46.5% had been addressed before the current admission, and 8.7% were addressed by the GIM service during the admission. Therefore, at the time of discharge, a mean of 55.2% of opportunities had been addressed. Among the opportunities not previously addressed, the GIM service most frequently addressed digital rectal examination for prostate cancer and cholesterol measurement. INTERPRETATION: General internists are discharging patients without sufficiently addressing opportunities for disease prevention. Preventive care protocols may be needed to limit the frequency of missed opportunities for prevention in patients admitted to tertiary care GIM services.
Acute Disease↗
Physician estimates of perioperative cardiac risk in patients undergoing noncardiac surgery.
BACKGROUND: We know little about how physicians assess perioperative cardiac risk in patients undergoing noncardiac surgery. OBJECTIVES: To evaluate preoperative medical consultations and determine the extent to which consultants used validated cardiac risk indices and specialized noninvasive cardiac tests, and to assess agreement between physician ratings of cardiac risk (low, moderate, or high) and risk estimates derived using validated cardiac risk indices or, in the case of vascular surgery, a risk index. METHODS: This observational study was conducted at 5 Canadian teaching hospitals affiliated with 2 universities. We retrospectively evaluated 308 preoperative consultations performed in 297 patients and examined the frequency with which consultants recorded the use of validated cardiac risk indices. We used K statistics to quantify the extent to which physician ratings of cardiac risk agreed with risk estimates derived using validated cardiac risk indices. RESULTS: Physicians recorded use of a risk index in 31% of the consultations, but the index used was almost always the suboptimal classification of the American Society of Anesthesiologists. The agreement between physician estimates of cardiac risk and the validated cardiac risk indices was only fair, with a weighted K of 0.38 (95% confidence interval, 0.28-0.49). Overestimation and underestimation of cardiac risk occurred in 16% and 13% of the consultations, respectively. Consultants did not order dipyridamole thallium imaging or dobutamine stress echocardiography for any moderate-risk patients undergoing vascular surgery. CONCLUSIONS: Physicians underuse validated cardiac risk indices, and the agreement between the cardiac risk estimates and risk as determined by validated cardiac indices is suboptimal. Physicians are also underusing dipyridamole thallium imaging and dobutamine stress echocardiography for moderate-risk patients undergoing vascular surgery.
Alberta↗
Characteristics of patients with pneumonia who are discharged from hospitals against medical advice.
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Adult↗
Variation in hospital rates of intraaortic balloon pump use in coronary artery bypass operations.
BACKGROUND: Little is known about regional patterns of intraaortic balloon pump (IABP) use in coronary artery bypass graft (CABG) operations. Our objectives were (1) to identify clinical variables associated with IABP use, and (2) to examine risk-adjusted rates of IABP use for 12 Massachusetts hospitals performing CABG operations. METHODS: We used hospital discharge data to identify 6944 CABG surgical cases. Logistic regression was used to identify clinical variables associated with IABP use, and the resulting multivariate model was then used to risk adjust hospital rates of IABP use. RESULTS: The IABP was used in 13.4% of the CABG surgical cases. The clinical variables independently associated with IABP use were cardiogenic shock, same admission angioplasty, prior CABG operation, cardiac arrest, congestive heart failure, recent myocardial infarction, and urgent admission status. Risk-adjusted rates of IABP use varied widely across hospitals from 7.8% to 20.8% (p < 0.0001). CONCLUSIONS: Hospital rates of IABP use vary considerably in Massachusetts. This practice variation may be related to the persistent uncertainty regarding the precise clinical indications for the IABP in this patient population.
Aged↗
Evidence-based medicine and the real world: understanding the controversy.
Controversy has surrounded the 'paradigm' of evidence-based medicine since its introduction in 1992 as a new approach to the teaching and practice of medicine. Here, we address two questions: (1) is evidence-based medicine a good thing?; and (2) why has so much controversy arisen? In addressing these questions, we propose that the discussion surrounding evidence-based medicine should no longer be about whether the application of evidence in clinical practice is a good thing, because it obviously is. Instead, the debate ought to focus on the more difficult question of how to enhance its acceptability among busy clinicians practising in the 'real world'. For the future, we optimistically anticipate an enhanced adoption of evidence-based medicine, as clinicians will become increasingly capable of efficiently accessing existing and forthcoming evidence resources.
Decision Making↗
Care during menopause: comparison of a women's health practice and traditional care.
Despite the growth in primary care-based women's health centers, little is known about the characteristics of women's health patients and the quality of care provided in women's health centers versus traditional practices. Our objective was to compare a women's health practice and a general internal medicine practice on issues of care during menopause. A cross-sectional survey was administered simultaneously to patients aged 50-70 and their primary care physicians in a women's health practice and an affiliated general internal medicine practice. The survey asked patients about health behaviors, past and current hormone use, menopausal symptoms, and attitudes about menopause. Physicians were asked to estimate their patients' attitudes. Patients in women's health practices were younger, more likely to be smokers, and more likely to have had a prior hysterectomy. Women's health patients were somewhat more likely to report concerns related to menopausal symptoms. Women's health patients and patients attending the general internal medicine practice reported similar rates of past or current use of hormone therapy, after adjusting for prior hysterectomy and age. Physicians in women's health and general medicine were similar in their ability to estimate their patients' attitudes. In the general internal medicine practice, female physicians tended to better estimate their patients' attitudes than their male colleagues. Patients seeking care in a women's health practice differed in symptoms and concerns about the menopause compared with patients in a traditional primary care setting. Physicians' understanding of patients' menopausal concerns did not differ between the two practices. However, there may be gender differences in physicians' understanding of patients' concerns.
Attitude to Health↗
Coronary artery bypass grafting in Canada: hospital mortality rates, 1992-1995.
BACKGROUND: Rates of in-hospital death after coronary artery bypass grafting (CABG) have been studied in many regions of Canada as possible indicators of hospital-specific quality of care. This nationwide study examined observed and risk-adjusted death rates for 23 Canadian hospitals performing CABG. METHODS: Hospital discharge data were obtained from the Canadian Institute for Health Information and were used to identify all CABG procedures performed in Canadian hospitals in fiscal years 1992/93 through 1995/96. Cases from Quebec hospitals were not studied because hospitals in that province do not report to the institute. Observed death rates were evaluated, and a logistic regression model was used to calculate a risk-adjusted death rate for each hospital for the 4-year period studied. Changes over time in hospital-specific death rates were also examined. RESULTS: A total of 50,357 CABG cases were studied, with an overall death rate of 3.6%. Interhospital comparisons showed that average severity of illness varied considerably across hospitals. Despite risk adjustment accounting for this variable severity, there was considerable variation in adjusted death rates across the 23 hospitals, from 1.95% to 5.76% (p < 0.001 for difference across hospitals). For some hospitals, death rates decreased between 1992/93 and 1995/96, whereas for others the rates were stable or increased. INTERPRETATION: Risk-adjusted rates of in-hospital death after CABG vary widely across Canadian hospitals. There may be differences in quality of care across hospitals, and focused quality-improvement initiatives may be necessary in some institutions.
Adult↗
Coronary artery bypass grafting in Canada: national and provincial mortality trends, 1992-1995.
BACKGROUND: Despite a body of research on outcomes of coronary artery bypass grafting (CABG) in Canada, little is known about Canada-wide outcome trends and interregional differences in outcome. The objectives of this study were to examine Canadian trends in rates of in-hospital death after CABG and to compare provincial risk-adjusted death rates. METHODS: Hospital discharge data were obtained from the Canadian Institute for Health Information and were used to identify complete cohorts of patients who underwent CABG in 8 provinces in fiscal years 1992/93 through 1995/96. Data from Quebec hospitals were not available. A logistic regression model was used to calculate risk-adjusted death rates by year, province, and province and year. RESULTS: A total of 50,357 CABG cases were studied, with an overall death rate of 3.6%. A national trend of decreasing mortality was found, with a risk-adjusted death rate of 3.8% in 1992/93 versus 3.2% in 1995/96 (relative decrease of 17%) (p < 0.001 for difference across years). Some provinces (e.g., Alberta, Manitoba and Ontario) achieved overall declines in death rates over the study period, whereas others (e.g., British Columbia and Saskatchewan) did not. The average severity of illness of patients who underwent CABG differed considerably across provinces. Despite risk adjustment for these differences, provincial death rates varied significantly (p < 0.001). INTERPRETATION: Rates of death after CABG in Canada decreased significantly in a relatively short period. Despite this encouraging finding, there were interprovincial differences in severity of illness and risk-adjusted death rates. This finding raises the possibility of unequal access to CABG and variable quality of care for patients undergoing the surgery across Canadian provinces.
Age Factors↗
The missing curriculum.
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Computer User Training↗
Evaluation of complication rates after coronary artery bypass surgery using administrative data.
Our objectives were (1) to determine if studying hospital complication rates after coronary artery bypass graft (CABG) surgery provides information not available when only mortality is studied, and (2) to reexplore the utility of ICD-9-CM administrative data for CABG outcomes assessment. Using data from Massachusetts, we identified CABG cohorts from 1990 and 1992 to respectively develop and validate multivariate risk adjustment models predicting in-hospital mortality and complications. The resulting models had good discrimination and calibration. In 1992, adjusted hospital complication rates ranged widely from 13.0% to 57.6%, while mortality rates ranged from 1.4% to 6.1%. Hospitals with high complication rates tended to have high mortality (r = 0.74, p = 0.006), but 2 of the 12 hospitals studied ranked quite differently when judged by complications rather than mortality. We conclude that (1) complications after CABG occur frequently and may provide information about hospital quality beyond that obtained from hospital mortality rates, and that (2) administrative data continue to be a promising resource for outcomes research.
Aged↗
The impact of alcohol-related diagnoses on pneumonia outcomes.
BACKGROUND: There is controversy regarding the role of alcoholism as a prognostic factor in hospitalized patients with pneumonia. OBJECTIVE: To assess the impact of alcohol abuse on hospitalization charges, length of hospital stay, intensive care unit use, and in-hospital mortality. METHODS: We studied a cohort of all adults hospitalized in 1992 in Massachusetts with a principal diagnosis of pneumonia, and all Massachusetts residents hospitalized for pneumonia in 6 bordering states. RESULTS: For the 23,198 pneumonia cases the mean total hospitalization charges were $9925, mean length of hospital stay was 9.6 days, 12% of the cases had intensive care unit stays, and 10% of the cases died during the hospitalization. In bivariate analyses, pneumonia cases with alcohol-related diagnoses had higher charges (mean, $11,232 vs $9877, P = .07), had shorter length of hospital stay (9.2 vs 9.6 days, P = .02), were more likely to experience an intensive care unit stay (19% vs 12%, P < .001), and had lower in-hospital mortality (6.0% vs 10.2%, P < .001). Multivariable analyses adjusting for comorbidity, pneumonia etiology, and demographics revealed that for pneumonia cases with alcohol-related diagnoses, risk-adjusted hospital charges were $1293 higher (adjusted mean, $11,179 vs $9888, P < .001), length of hospital stay was 0.6 days longer (10.1 vs 9.5 days, P = .001), intensive care unit use was higher (18% vs 12%; adjusted odds ratio, 1.63; 95% confidence interval, 1.33-1.98), and mortality was no different (10% with or without an alcohol-related diagnosis). CONCLUSIONS: Having an alcohol-related diagnosis is associated with more use of intensive care, longer inpatient stays, and higher hospital charges. To understand resource utilization in cases of pneumonia, alcohol abuse is a comorbid factor that must be considered.
Aged↗