Biomedical subjects

Michael D Murray

Publications and source records attributed to Michael D Murray.

35 records · Page 2Linked to original sources

PubMed2004

Failure of computerized treatment suggestions to improve health outcomes of outpatients with uncomplicated hypertension: results of a randomized controlled trial.

STUDY OBJECTIVE: To assess the effects of evidence-based treatment suggestions for hypertension made to physicians and pharmacists using a comprehensive electronic medical record system. DESIGN: Randomized controlled trial with a 2 x 2 factorial design of physician and pharmacist interventions, which resulted in four groups of patients: physician intervention only, pharmacist intervention only, intervention by physician and pharmacist, and intervention by neither physician nor pharmacist (control). SETTING: Academic primary care internal medicine practice. SUBJECTS: Seven hundred twelve patients with uncomplicated hypertension. MEASUREMENTS AND MAIN RESULTS: Suggestions were displayed to physicians on computer workstations used to write outpatient orders and to pharmacists when filling prescriptions. The primary end point was generic health-related quality of life. Secondary end points were symptom profile and side effects from antihypertensive drugs, number of emergency department visits and hospitalizations, blood pressure measurements, patient satisfaction with physicians and pharmacists, drug therapy compliance, and health care charges. In the control group, implementation of care changes in accordance with treatment suggestions was observed in 26% of patients. In the intervention groups, compliance with suggestions was poor, with treatment suggestions implemented in 25% of patients for whom suggestions were displayed only to pharmacists, 29% of those for whom suggestions were displayed only to physicians, and 35% of the group for whom both physicians and pharmacists received suggestions (p=0.13). Intergroup differences were neither statistically significant nor clinically relevant for generic health-related quality of life, symptom and side-effect profiles, number of emergency department visits and hospitalizations, blood pressure measurements, charges, or drug therapy compliance. CONCLUSION: Computer-based intervention using a sophisticated electronic physician order-entry system failed to improve compliance with treatment suggestions or outcomes of patients with uncomplicated hypertension.

Antihypertensive Agents↗

PubMed2004

Relationship of age and sex to health-related quality of life in patients with heart failure.

BACKGROUND: Although health-related quality of life is diminished among patients with chronic heart failure, few investigators have examined interactions of age and sex with health-related quality of life longitudinally. OBJECTIVES: To examine differences in health-related quality of life among 4 groups of patients with heart failure on the basis of age (< 65 years and > or = 65 years) and sex and to evaluate relationships of age and sex to changes in health-related quality of life during 6 months. METHODS: Patients from 2 outpatient clinics in an urban county hospital were interviewed at baseline and 26 weeks later Health-related quality of life was measured by using the Minnesota Living With Heart Failure Questionnaire and the Chronic Heart Failure Questionnaire. RESULTS: A total of 165 patients (52% women; mean age, 57.6 years) completed interviews at baseline and 26 weeks later. At baseline, patients younger than 65 years had poorer health-related quality of life scores on total scales and some subscales than did older patients. Women had poorer scores than did men on some scales, particularly the emotional subscales. At 26 weeks, patients younger than 65 had poorer total health-related quality of life on 1 scale than did patients 65 and older, and women had poorer scores than did men on 1 total scale. With demographic and clinical factors controlled for, women younger than 65 had improvements in health-related quality of life on some scales. CONCLUSIONS: Women younger than 65 years had relatively poorer initial health-related quality of life that improved after 26 weeks.

Adaptation, Physiological↗

PubMed2003

Improving medication use for older adults: an integrated research agenda.

Effective health care is a core determinant of successful aging, and medications are one of the most important therapeutic tools of health care providers. Most older adults use at least one prescription drug. Costs for these drugs are a substantial out-of-pocket expense for Medicare beneficiaries, and low-income older adults must weigh these costs against those of other basic needs. Although medications bring welcome relief to millions of elderly persons with age-related conditions, adverse drug events are an important cause of illness and death in these patients. Thus, the appropriate, cost-effective use of medication is central to successful aging. Despite increasing attention to geriatric pharmacotherapy, there is an enormous need for additional research to improve the use of medications among older adults. The necessary research agenda encompasses much more than just the discovery of new drugs; better use of the current pharmacopeia has great potential to improve the lives of older adults. We review four domains of pharmaceutical research: drug discovery and delivery, drug efficacy and safety, pharmacoepidemiology and drug policy, and improved access to and use of drugs. These domains encompass both the pre- and postmarketing phases of drug research. Premarketing research currently has greater magnitude and a better infrastructure than postmarketing research, yet issues arising in the two phases of research are equally important to the health and safety of older adults. A national, federally supported pharmaceutical database could greatly enhance the infrastructure of postmarketing research. However, many major improvements in medication use among older adults will also depend on closing the gap between knowledge and practice and increasing the ability of older adults to manage their medications.

Aged↗

PubMed2003

Structure, functions, and activities of a research support informatics section.

The authors describe a research group that supports the needs of investigators seeking data from an electronic medical record system. Since its creation in 1972, the Regenstrief Medical Records System has captured and stored more than 350 million discrete coded observations on two million patients. This repository has become a central data source for prospective and retrospective research. It is accessed by six data analysts--working closely with the institutional review board--who provide investigators with timely and accurate data while protecting patient and provider privacy and confidentiality. From January 1, 1999, to July 31, 2002, data analysts tracked their activities involving 47,559 hours of work predominantly for physicians (54%). While data retrieval (36%) and analysis (25%) were primary activities, data analysts also actively collaborated with researchers. Primary objectives of data provided to investigators were to address disease-specific (35.4%) and drug-related (12.2%) questions, support guideline implementation (13.1%), and probe various aspects of clinical epidemiology (5.7%). Outcomes of these endeavors included 117 grants (including 300,000 US dollars per year salary support for data analysts) and 139 papers in peer-reviewed journals by investigators who rated the support provided by data analysts as extremely valuable.

Biomedical Research↗

PubMed2003

Mass media release of medical research results: an analysis of antihypertensive drug prescribing in the aftermath of the calcium channel blocker scare of March 1995.

BACKGROUND: Disclosure of medical research results to the public creates tension between lay medical reporters and the medical profession. OBJECTIVE: To explore the early effect of media attention on the risks associated with short-acting calcium channel blockers (CCBs) for treating hypertension after publication at a national meeting and following publication. DESIGN: Time-series analysis of prescription claims data. SETTING AND DATA SOURCE: National third-party pharmaceutical benefits manager. PATIENTS: Employed or retired persons and their families, 18 years of age or older, receiving prescription benefits from 1 of 4 national companies that contracted with the pharmaceutical benefits manager exclusively for prescription drug coverage. MEASUREMENTS: Prescription claims for antihypertensive drugs by fill date converted to a percentage of all cardiovascular drug claims. Data were grouped into weekly intervals before and immediately after the national release of negative information about CCBs on March 10, 1995 and following publication of the results on August 23, 1995. RESULTS: The most prevalent antihypertensive drugs were diuretics (21% of cardiovascular prescription claims) and calcium channel blockers (19%). A 10% decline in prescriptions filled for CCBs occurred 4 weeks following the intense media attention. Only prescriptions for long-acting calcium channel blockers declined. Alpha-1-blocker prescriptions increased by approximately the same amount that prescriptions for CCBs declined, suggesting substitution of one drug for the other. Changes in diuretic or beta-blocker prescriptions filled were not statistically significant. No immediate change in other cardiovascular drug classes occurred following journal publication. CONCLUSIONS: Intense media publicity regarding a controversial study measurably and unpredictably changed prescription claims.

Adolescent↗

PubMed2003

Effects of computerized guidelines for managing heart disease in primary care.

BACKGROUND: Electronic information systems have been proposed as one means to reduce medical errors of commission (doing the wrong thing) and omission (not providing indicated care). OBJECTIVE: To assess the effects of computer-based cardiac care suggestions. DESIGN: A randomized, controlled trial targeting primary care physicians and pharmacists. SUBJECTS: A total of 706 outpatients with heart failure and/or ischemic heart disease. INTERVENTIONS: Evidence-based cardiac care suggestions, approved by a panel of local cardiologists and general internists, were displayed to physicians and pharmacists as they cared for enrolled patients. MEASUREMENTS: Adherence with the care suggestions, generic and condition-specific quality of life, acute exacerbations of their cardiac disease, medication compliance, health care costs, satisfaction with care, and physicians' attitudes toward guidelines. RESULTS: Subjects were followed for 1 year during which they made 3,419 primary care visits and were eligible for 2,609 separate cardiac care suggestions. The intervention had no effect on physicians' adherence to the care suggestions (23% for intervention patients vs 22% for controls). There were no intervention-control differences in quality of life, medication compliance, health care utilization, costs, or satisfaction with care. Physicians viewed guidelines as providing helpful information but constraining their practice and not helpful in making decisions for individual patients. CONCLUSIONS: Care suggestions generated by a sophisticated electronic medical record system failed to improve adherence to accepted practice guidelines or outcomes for patients with heart disease. Future studies must weigh the benefits and costs of different (and perhaps more Draconian) methods of affecting clinician behavior.

Algorithms↗

PubMed2003

Association between adherence to diuretic therapy and health care utilization in patients with heart failure.

STUDY OBJECTIVE: To determine the relationship between adherence to diuretic therapy and health care utilization. DESIGN: Prospective, observational study. SETTING: University-affiliated medical center. PATIENTS: Forty-two patients with heart failure. INTERVENTION: Electronic monitoring of adherence to diuretic therapy (percentage of diuretic prescription container openings) and to scheduling (percentage of container openings within a specific time). MEASUREMENTS AND MAIN RESULTS: All patients were prescribed a diuretic, most commonly furosemide (88%). Patients varied widely in adherence to therapy (mu = 72% +/- 30%) and to scheduling (mu = 43% +/- 30%). Education was a predictor of drug-taking adherence (p=0.0062) but not of scheduling adherence. Log-linear models revealed that poor scheduling adherence was associated with increased cardiovascular-related hospitalizations (chi2 11.63, p=0.0006) and predicted more heart failure-related hospitalizations (chi2 4.04, p=0.0444). In contrast, neither measure was significantly associated with cardiovascular- or heart failure-related emergency department visits. We found a moderate correlation between scheduling adherence and taking adherence (r = 0.6513). CONCLUSION: Patients taking a greater proportion of diuretic agents on schedule may decrease the risk of cardiovascular- and heart failure-related hospitalizations. If these findings are confirmed by a larger study, interventions to improve adherence and patient health outcomes should consider the timing of doses as well as the number of daily doses of a diuretic.

Diuretics↗

PubMed2002

Preservation of cognitive function with antihypertensive medications: a longitudinal analysis of a community-based sample of African Americans.

BACKGROUND: Results of previous studies of white older adults suggest that antihypertensive medications preserve cognition. We assessed the long-term effect of antihypertensive medications on cognitive function in a community sample of African American older adults. METHODS: We conducted longitudinal surveys and clinical assessment of cognitive function in a random sample of 2212 community-dwelling African Americans 65 years and older. We identified 1900 participants without evidence of cognitive impairment at baseline, 1617 of whom had subsequent follow-up information, and 946 of whom had blood pressure measurements. Cognitive function was measured at baseline and at 2 and 5 years by means of scores on the Community Screening Instrument for Dementia and neuropsychological and clinical assessment for dementia and cognitive impairment. Prescription and nonprescription medication use was derived from in-home inspection of medications and participant and informant reports. RESULTS: Of 1900 participants, 288 (15.2%) developed incident cognitive impairment. Using logistic regression to control for the effects of age, sex, education, baseline cognitive scores, and hypertension and angina or myocardial infarction, we found that antihypertensive medications reduced the odds of incident cognitive impairment by 38% (odds ratio, 0.62; 95% confidence interval, 0.45-0.84). Corresponding analysis using blood pressure measurements on the subset of participants was inconclusive. CONCLUSION: Antihypertensive medication use is associated with preservation of cognitive function in older African American adults.

Black or African American↗

PubMed2002

Effectiveness of pharmacist care for patients with reactive airways disease: a randomized controlled trial.

CONTEXT: It is not known whether patient outcomes are enhanced by effective pharmacist-patient interactions. OBJECTIVE: To assess the effectiveness of a pharmaceutical care program for patients with asthma or chronic obstructive pulmonary disease (COPD). DESIGN, SETTING, AND PARTICIPANTS: Randomized controlled trial conducted at 36 community drugstores in Indianapolis, Ind. We enrolled 1113 participants with active COPD or asthma from July 1998 to December 1999. Outcomes were assessed in 947 (85.1%) participants at 6 months and 898 (80.7%) at 12 months. INTERVENTIONS: The pharmaceutical care program (n = 447) provided pharmacists with recent patient-specific clinical data (peak expiratory flow rates [PEFRs], emergency department [ED] visits, hospitalizations, and medication compliance), training, customized patient educational materials, and resources to facilitate program implementation. The PEFR monitoring control group (n = 363) received a peak flow meter, instructions about its use, and monthly calls to elicit PEFRs. However, PEFR data were not provided to the pharmacist. Patients in the usual care group (n = 303) received neither peak flow meters nor instructions in their use; during monthly telephone interviews, PEFR rates were not elicited. Pharmacists in both control groups had a training session but received no components of the pharmaceutical care intervention. MAIN OUTCOME MEASURES: Peak expiratory flow rates, breathing-related ED or hospital visits, health-related quality of life (HRQOL), medication compliance, and patient satisfaction. RESULTS: At 12 months, patients receiving pharmaceutical care had significantly higher peak flow rates than the usual care group (P =.02) but not than PEFR monitoring controls (P =.28). There were no significant between-group differences in medication compliance or HRQOL. Asthma patients receiving pharmaceutical care had significantly more breathing-related ED or hospital visits than the usual care group (odds ratio, 2.16; 95% confidence interval, 1.76-2.63; P<.001). Patients receiving pharmaceutical care were more satisfied with their pharmacist than the usual care group (P =.03) and the PEFR monitoring group (P =.001) and were more satisfied with their health care than the usual care group at 6 months only (P =.01). Despite ample opportunities to implement the program, pharmacists accessed patient-specific data only about half of the time and documented actions about half of the time that records were accessed. CONCLUSIONS: This pharmaceutical care program increased patients' PEFRs compared with usual care but provided little benefit compared with peak flow monitoring alone. Pharmaceutical care increased patient satisfaction but also increased the amount of breathing-related medical care sought.

Adult↗

PubMed2002

Discriminant properties of commonly used quality of life measures in heart failure.

Health-related quality of life (HRQL) instruments have been used to measure HRQL in heart failure patients, but how different instruments compare in the same groups of patients is not known. The purpose of this study was to compare the reliability and validity of three HRQL measures in 211 heart failure patients recruited from clinics affiliated with an urban hospital. Two disease-specific instruments, the chronic heart failure questionnaire (CHQ) and the living with heart failure questionnaire (LHFQ), and one generic instrument, the short-form 12 (SF-12), were administered. Patients reported moderate to low HRQL scores. Floor or ceiling effects were noted in the disease-specific instruments. Internal consistency reliabilities of the CHQ and LHFQ were satisfactory. Construct, convergent, and discriminant validity were supported for each instrument. Each scale and subscale, except for the SF-12 mental component scale, differentiated between patients with New York Heart Association (NYHA) class I, II, and III plus IV; the LHFQ physical subscale was the only measure to differentiate between patients with NYHA class III and IV. All three instruments were satisfactory for measuring HRQL, but the disease-specific instruments were preferable to the generic instrument. The decision of which instrument to use depends on the purpose of the study.

Aged↗

PubMed2002

Issues in conducting randomized controlled trials of health services research interventions in nonacademic practice settings: the case of retail pharmacies.

OBJECTIVE: To describe unexpected challenges and strategies to overcome them when conducting randomized controlled trials (RCT) of health services research interventions in retail pharmacies. STUDY SETTING: Thirty-six retail drug stores in Indianapolis. STUDY DESIGN: We conducted an RCT to evaluate the effectiveness of an intervention to increase pharmacists' involvement in caring for customers. We describe: (1) our RCT as originally designed, (2) unexpected challenges we faced; and (3) how we resolved those challenges. DATA COLLECTION/EXTRACTION METHODS: Randomized controlled trial. PRINCIPAL FINDINGS: Major modifications in research design were necessitated by factors such as corporate restructuring, heightened sensitivity to patient confidentiality, and difficulties altering employees' behavior. We overcame these barriers by conducting research that is consistent with corporate goals, involving appropriate corporate administrators and technical personnel early in the process, and being flexible. CONCLUSIONS: Health services researchers should conduct RCTs in a variety of non-academic practice settings to increase generalizability and better reflect the true impact of interventions. Pragmatic problems, although significant, can be successfully overcome.

Adolescent↗

PubMedDate not supplied

Correlates of health-related quality of life among lower-income, urban adults with congestive heart failure.

BACKGROUND: Improving health-related quality of life (HRQL) is a primary goal in the treatment of patients with congestive heart failure (CHF), yet few studies have explored correlates of HRQL among CHF patients. OBJECTIVES: We report on the association of demographic and pathophysiologic measures, social-cognitive measures, and environmental variables with HRQL as measured by the Kansas City Cardiomyopathy Questionnaire (KCCQ), Chronic Heart Failure (CHQ), and a single question of perceived overall health (PH). METHODS: Cross-sectional data were obtained from the baseline interview and electronic medical records of 212 patients 50 years of age and older who were enrolled during the first 7 months of a medication adherence study. RESULTS: Mean age was 63; 32% were male; 53% were black; the mean Charlson comorbidity score was 3.7; and the mean New York Heart Association class was 2.1. Correlations between KCCQ and CHQ subscale scores and PH ranged from 0.16 to 0.37. Multivariate regression analyses showed that the pathophysiologic measures ejection fraction and comorbidity were not associated with any of the HRQL measures. Overall PH was associated with greater age and more positive health beliefs. Persons of greater age, males, and black respondents had higher CHF-specific HRQL scores, as did persons reporting more positive health beliefs, greater income, social support, and communication with their physician. Variance explained ranged from 14 to 33%. CONCLUSION: These cross-sectional data highlight the potential significance of social and behavioral factors in CHF-specific HRQL.

Age Factors↗

PubMedDate not supplied

Patient perception and provider assessment of severity of heart failure as predictors of hospitalization.

OBJECTIVE: To assess the agreement between 2 methods of assigning New York Heart Association (NYHA) functional class to patients with chronic heart failure (CHF): deriving NYHA class from self-report interview data versus clinician assignment. To then determine the ability of each method to predict all-cause hospitalization. METHODS: Adults with CHF > or = 50 years old from an urban health system in Indianapolis, Indiana, were administered the Kansas City Cardiomyopathy Questionnaire (a validated CHF symptom questionnaire) at baseline. Patient self-reported functional data were then used to derive NYHA class. Clinical providers who were blinded to patients' questionnaire data independently assessed NYHA functional class. We used a weighted kappa statistic to evaluate the agreement between the NYHA class from patient-derived and that from provider-assigned methods. We then assessed the ability of patient and provider NYHA to predict time to hospitalization using Cox proportional hazards models. RESULTS: Of 156 patients with complete 6-month follow-up (mean age 63 years +/- 9 SD, 53% African American, and 68% women), the correlation coefficient was 0.43 between the patient-derived and provider-assigned NYHA methods. The weighted kappa statistic was 0.278, and the 95% confidence interval was 0.18 to 0.37, indicating only slight agreement. Patients classified themselves in worse categories than did their providers. Provider-assigned NYHA was a better predictor of hospitalization (P = .06). CONCLUSIONS: There is only slight agreement between patient-derived and clinician-assigned NYHA functional class. A different approach with patients may be needed if providers hope to use patients' reports to identify those at risk for hospitalization.

Aged↗

PubMedDate not supplied

A tiered approach is more cost effective than traditional pharmacist-based review for classifying computer-detected signals as adverse drug events.

OBJECTIVE: To develop a cost-efficient method for identifying adverse drug events (ADEs) and medication errors (MEs) identified using outpatient electronic medical records within ambulatory settings. DESIGN: Comparison of sensitivity and cost of "traditional" pharmacist based approach to identifying ADEs and MEs during a 4 month period with a tiered approach. RESULTS: The proportion of computer generated signals analyzed identified as ADEs were similar using the two approaches while the number of MEs was nearly double with tiered reviews suggesting the same or better sensitivity. Traditional pharmacist review cost $68.70 US dollars to detect an ADE and tiered approach cost only $42.40. CONCLUSION: Tiered review of ADEs and MEs by personnel with increasing clinical capability is more cost-efficient than pharmacist review.

Adolescent↗

PubMedDate not supplied

Nutrition in chronic heart failure with coexisting chronic kidney disease.

BACKGROUND AND RESEARCH OBJECTIVES: Patients with heart failure (HF) may be predisposed to malnutrition. Little is known about the nutritional status of patients with HF, particularly patients who have coexisting major medical conditions such as chronic kidney disease. The purposes of this study were to (1) describe the nutritional status of 211 patients with chronic HF, (2) examine relationships between nutrition variables and health-related quality of life, and (3) evaluate the nutritional status of the subset of HF patients with coexisting chronic kidney disease. SUBJECTS AND METHODS: The sample included 211 patients with chronic HF recruited for a larger study about health-related quality of life. Clinical data were retrieved retrospectively from the computerized medical records system at the study site. RESULTS AND CONCLUSIONS: Mean body mass index of the 122 patients for which height was available was 31.4, and no differences in body mass index were noted among patients with varying New York Heart Association class functional status. Evaluation of the mean laboratory values indicated that patients had abnormal elevations of serum glucose, hemoglobin A1C, creatinine, and low-density lipoprotein cholesterol. Higher hemoglobin A1C levels were significantly correlated with poorer health-related quality-of-life scores, although the magnitude of the correlations was modest. Estimated glomerular filtration rate indicated that 54 (27%) of the HF patients likely had coexisting chronic kidney disease, and these patients had significantly lower serum albumin and worsening anemia. The results indicate the need for future prospective studies that incorporate evaluation of nutritional status and the ways in which coexisting chronic kidney disease influences outcomes.

Adult↗

PubMedDate not supplied

Comparison of quality of life measures in heart failure.

BACKGROUND: Although numerous health-related quality-of-life instruments are available to measure patients' quality of life, few studies have compared these measures directly to determine how they function in the same group of patients. OBJECTIVE: The purpose of this study was to empirically compare psychometric properties of the Chronic Heart Failure Questionnaire (CHQ), the Minnesota Living with Heart Failure Questionnaire (LHFQ), and the General Health Survey Short-form-12 (SF-12). SAMPLE: A convenience sample of 211 patients with heart failure completed baseline questionnaires; 165 patients completed the entire 26-week study. METHODS: Patients completed telephone interviews at baseline and at 4, 8, and 26 weeks after baseline. To compare mode of administration, a subset of patients (n = 173) completed face-to-face and telephone interviews. RESULTS: Patients reported low-to-moderate health-related quality-of-life overall. Reliability of the three instruments was satisfactory. Responsiveness to changing condition, as evaluated by analysis of variance, receiver operating curve characteristics, and the minimal clinically important difference method, indicated that the CHQ and LHFQ were more responsive to changing conditions than the SF-12. No major differences were noted between the scores of the face-to-face interviews and the baseline telephone interviews. The LHFQ and SF-12 were easier and took less time to administer than the CHQ. CONCLUSIONS: While all three instruments were reliable and valid, the CHQ and LHFQ were more sensitive than the SF-12 in detecting clinically important changes over time.

Adult↗

PubMedDate not supplied

Supervision of students may protect academic physicians from cognitive bias: a study of decision making and multiple treatment alternatives in medicine.

OBJECTIVE: To determine how professional characteristics and practices of physicians alter the selection of medical treatments involving multiple alternatives. Situations involving multiple alternatives can increase the difficulty of making a decision, resulting in more choice deferral than when fewer alternatives are available. DESIGN, SETTING, PARTICIPANTS: A survey and scenario were mailed to a random sample of 314 primary and emergency care physicians affiliated with the Indiana University Medical Center. Using a scenario involving treatment decisions for a patient with osteoarthritis, the effects of multiple treatment alternatives on decision making were explored. Other physician factors included experience, workload, fatigue, continuing education, and supervision. MAIN OUTCOME MEASURES: Physicians' treatment decisions. RESULTS: Physician response was 61% (n = 192). In contrast to previous studies, physicians in the present study were equally likely to prescribe a new medication, regardless of whether they were deciding about 1 medication or between 2 similar medications (54.5% v. 56.0%, P = 0.841). However, physicians who supervise medical students were far less influenced by the cognitive bias associated with multiple choices than those who did not supervise medical students. Supervising physicians were more likely to defer making a decision when there was only 1 treatment option than when there were 2 (49.3% v. 37%, P = 0.143), whereas the opposite was true for nonsupervising physicians (33.3% v. 63%, P = 0.040). The number of hours spent supervising medical students and the number of years as a physician were also important factors in the decision-making process. CONCLUSIONS: Multiple treatment alternatives may result in a deferral of choice. However, this cognitive bias is attenuated by experience and supervision, thus enhancing decision making. Implicit and explicit learning gained through experience and the supervisory process appears to be a central mechanism by which the physicians are protected from this cognitive bias.

Academic Medical Centers↗