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(Circulation. 2008;117:623-628.)
© 2008 American Heart Association, Inc.
Health Services and Outcomes Research |
From the Division of Endocrinology (A.T., M.L.P.), Center for Clinical Investigation (M.S.), and Division of General Medicine (J.S.E.), Brigham and Womens Hospital; Harvard Medical School (A.T., A.H.C., J.S.E., M.L.P.); and Clinical Informatics Research and Development, Partners HealthCare System (A.T., J.S.E.), Boston, Mass.
Reprint requests to Alexander Turchin, MD, MS, Division of Endocrinology, Brigham and Womens Hospital, 221 Longwood Ave, Boston, MA 02115. E-mail aturchin{at}partners.org
Received August 13, 2007; accepted November 27, 2007.
| Abstract |
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Methods and Results— In this retrospective cohort study, we analyzed treatment of 8127 hypertensive patients with diabetes mellitus treated by 301 internists at primary care practices affiliated with 2 large academic hospitals. Patient visits with documented blood pressure
130/85 mm Hg between January 1, 2000, and August 31, 2005, were studied. The association between the number of years since the physicians last board certification and the probability of pharmacological antihypertensive treatment intensification at a given visit was analyzed. Frequency of treatment intensification decreased from 26.7% for physicians who were board certified the previous year to 6.9% for physicians who were board certified 31 years before the visit. Treatment intensification rate was 22.5% for physicians certified
10 years ago versus 16.9% for physicians last certified >10 years ago (P<0.0001). Multivariable analysis adjusted for patient and visit characteristics and physician age showed that for every decade since the physicians last board certification, the probability of treatment intensification decreased by 21.3% (P=0.0097).
Conclusion— Physician intensification of pharmacological therapy for blood pressure levels above the recommended treatment goals decreases with time since the last board certification. This finding supports the current policy of mandatory recertification.
Key Words: certification diabetes mellitus hypertension pharmacology standards
| Introduction |
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Clinical Perspective p 628
A physicians board certification status is regarded by many as an indicator of his or her fund of knowledge.4 Several investigations have shown that physicians who are board certified in their specialty have better process measures and outcomes of care than those who are not.5–7 Many hospital and health maintenance organizations take board certification into account when hiring physicians.8,9
Originally, all board certifications were permanent. Since 2006, all 24 specialty boards of the American Board of Medical Specialties issue time-limited certificates that require physicians to retake the examination within 6 to 10 years to maintain certification.10 However, quantitative studies that offer evidence in support of recertification are lacking.4
We recently developed and validated a technique that allows us to computationally analyze the text of physician notes in the electronic medical record to identify documentation of antihypertensive treatment intensification.11 Frequency of treatment intensification when faced with an abnormal finding (eg, elevated blood pressure or blood glucose level) is an emerging measure of quality of care12,13 that has been promoted as "tightly linked" to outcomes of care.14 Higher frequency of treatment intensification has been associated with improved outcomes in treatment of hypertension and hyperglycemia,15–17 and interventions aimed at increasing frequency of antihyperglycemic treatment intensification lead to improved blood glucose control.18 Elevated blood pressure is one of the major risk factors for macrovascular and microvascular complications in diabetic patients.19–24 Treatment of hypertension decreases these risks25–29 and is highly cost-effective.30 Nevertheless, many diabetic patients have blood pressure above the currently recommended treatment goals.31,32
We performed this retrospective study of >8000 hypertensive diabetic patients to examine the association between the time since the last board certification of the patients physician and the frequency of antihypertensive treatment intensification.
| Methods |
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Study Measurements
We used 129 and 84 mm Hg as the recommended treatment goals of systolic blood pressure (SBP) and diastolic blood pressure (DBP), respectively, in accordance with the guidelines published before the beginning of the study period.34 Only encounters with documented blood pressures were used in the analysis. Treatment intensification was defined as initiation of a new or an increase in the dose of an existing antihypertensive medication.15 We conservatively classified a change from one antihypertensive medication to another as treatment intensification because no validated means of comparing dose strengths between different antihypertensive drugs currently exists.
Treatment intensification rate was defined as the ratio of the number of encounters with documented elevated blood pressure and treatment intensification to the total number of encounters with documented elevated blood pressure. Number of years since last board certification was calculated as the difference between the year of the visit and the last year in which the physician passed the Internal Medicine Board Certification examination before the year of the encounter. Encounters for which no previous Internal Medicine Board Certification year was available were excluded from analysis. For each encounter in the data set, we also computed the following variables. SBP and DBP were identified from the blood pressure reading with the lowest mean arterial pressure reported in the note. If a blood pressure range was reported (eg, 140 to 150/70 to 80 mm Hg), the lowest limits for both SBP and DBP were used. Mean SBP for the last 2 visits and mean DBP for the last 2 visits were calculated as the mean of the SBPs and DBPs, respectively, from 2 previous encounters identified as above. If only 1 previous encounter was identified, the blood pressure from that encounter was used; if no previous encounters were identified, the blood pressure from the current encounter was imputed. The number of acute conditions addressed was defined as the number of International Classification of Diseases, 9th edition, clinical modification (ICD-9-CM) billing codes associated with the encounter that represented an acute complaint (most commonly acute pain or infection). Number of diabetes issues addressed was defined as the number of ICD-9-CM diabetes billing codes (250.xx) associated with the encounter. Number of chronic conditions addressed was defined as the number of billing codes that represented conditions that were not self-limiting but created persistent health consequences lasting for years.35 Depression diagnosis was based on at least 2 billing codes associated with depression within a year before the visit. Patients health insurance status was categorized as underinsured if any of the patients insurances included Medicaid or FreeCare (a health insurance program in Massachusetts for individuals with incomes <400% of the federal poverty level who do not qualify for Medicaid), as no coverage if the patient had only Medicare without supplemental insurance or no insurance, and insured in all other cases. Cardiology/nephrology visit was set to 1 if the patient was recorded to have had a visit to either a nephrologist or a cardiologist within 6 months before the current visit. We identified the physician who wrote the note as the patients primary care provider if he or she had the largest number of visits by this patient over the study period.
Data Sources
Demographic and health insurance information, laboratory data, billing codes, and the text of physician notes were obtained from the Research Partners Data Registry. This registry is a large data warehouse that serves as a central clinical data repository for participating hospitals and clinics within the Partners HealthCare System, an integrated healthcare delivery network in eastern Massachusetts that includes Massachusetts General Hospital and Brigham and Womens Hospital. Blood pressure values and antihypertensive treatment intensification were computationally abstracted from the text of physician notes in the electronic medical record through the use of specially designed software as previously described.11 The sensitivity and specificity of this method are 91% and 96%, respectively, for identification of blood pressure values and 84% and 95% for identification of antihypertensive treatment intensification. Physician specialty was identified with a combination of self-reported specialty data available from the Massachusetts Board of Registration in Medicine and the specialty of the clinic where the physician practiced. Year of board certification was obtained from the American Board of Internal Medicine.
Statistical Analysis
Summary statistics were constructed by using frequencies and proportions for categorical data and by using means, SD, medians, and ranges for continuous variables. A 2-sided t test was used to analyze the difference between the treatment intensification rate by physicians who were last board certified >10 versus <10 years before the visit. To determine the association between the time since the last board certification and the probability of treatment intensification, we constructed a hierarchical multiple logistic model using GLIMMIX procedure to correct for clustering within individual physicians and patients.36,37 This model adjusted for the patients current and past blood pressures, demographic characteristics, diagnosis of depression, number of acute and chronic issues addressed during the visit, recent encounter with a specialist (cardiologist or nephrologist), physician age, and relationship with the physician (primary care provider versus coverage). A value of P=0.05 obtained with a type III test was used as the threshold to establish significance of association of the primary analysis variable (number of years since the last board certification) with the probability of treatment intensification in the model. A value of P=0.0025 with Bonferroni correction of the type III test was used to establish significance of association of other variables with the probability of treatment intensification.
The authors had full access to and take full responsibility for the integrity of the data. All authors have read and agree to the manuscript as written.
| Results |
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The median age of the study patients was 64 years; 56.2% were women; and 60.3% were white (Table 1). Most patients spoke English as their primary language, and most had insurance medication coverage.
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Of 91 710 encounters of the study patients with documented blood pressure, 53 909 (58.8%) recorded elevated blood pressure (
130/85 mm Hg), and 31 956 (34.8%) recorded blood pressure
140/90 mm Hg. The average SBP and DBP recorded during a study visit were 132 and 75 mm Hg, respectively. Only 10 837 encounters (20.1%) with documented elevated blood pressure recorded antihypertensive treatment intensification.
Relationship Between Board Certification and Treatment Intensification
The patients in the study had encounters with 301 internists (Table 2). Median age of the patients physicians was 41 years; slightly more than a quarter were board certified before 1990, when the American Board of Internal Medicine began issuing time-limited certificates. On average, study patients physicians were last board certified 11.7 years before the study encounter. Of the 33 584 encounters with physicians who were last certified after 1989, 2855 (8.5%) were with physicians whose certificates had lapsed. Overall, 57.5% study encounters (30 999) were with physicians whose last board certification was
10 years before the encounter, and 42.5% encounters (22 910) were with physicians whose last board certification was >10 years before the encounter.
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In univariate analysis, per-provider rate of treatment intensification decreased as the time from the physicians last board certification increased (Figure 1). This trend held for both the physicians who were
10 years away from the last certification and for the physicians whose last certification was >10 years before the visit. Treatment intensification rate was the highest at 26.7% for physicians who passed the examination the year before the visit (3846 encounters with 103 individual physicians) and lowest at 6.9% for physicians who passed the examination 31 years ago (248 encounters with 6 individual physicians). On average, treatment intensification rate was 22.5% for physicians who passed the examination
10 years before the encounter and 16.9% for physicians who passed the examination >10 years before the encounter (P<0.0001). Similar differences were found for every year of the study when analyzed separately (data not shown).
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In a multivariable analysis of the probability of antihypertensive treatment intensification at a given visit that adjusted for patient, provider, and visit characteristics (Figure 2), every decade since the physicians last board certification was associated with a 21.3% drop in the probability of treatment intensification (P=0.0097). The association of provider age and probability of treatment intensification, which was highly significant when the time since last board certification was not included in the model, lost its significance when it was (data not shown). The association of board certification with the probability of treatment intensification remained significant (P=0.03) in the subset of 30 999 patient visits with physicians who were last certified <11 years ago (and thus held time-limited certificates). Among other variables included in the model, past and present blood pressures, nature of physician-patient relationship (primary care provider versus coverage), and the number of acute conditions addressed during the visit had a particularly strong effect on the probability of treatment intensification. No significant relationship existed between the probability of treatment intensification and either physician age or the time since the physician graduated from medical school (data not shown). A separate model that included the institution where the patient was seen (Massachusetts General Hospital versus Brigham and Womens Hospital) did not show any effect of the institution on the probability of treatment intensification.
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| Discussion |
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This association can be explained by several possible mechanisms. One is provider age. The time since the last board certification would generally be longer for older physicians, and other studies have shown that physician performance decreases with the increasing number of years in practice or physician age.38 However, in our analysis, physician age did not have a significant effect on the probability of treatment intensification once the time since the physicians last board certification was included in the model.
A more likely reason for the relationship between the time since board certification and the frequency of treatment intensification is the educational efforts many physicians engage in before taking the examination. Physicians report extensive self-education in preparation for the test39; multiple preparation courses run by commercial and academic institutions testify to the substantial instruction many examinees receive. Because current treatment goals for patients with diabetes mellitus are included in the examination curriculum, it is likely that they are reviewed during the preparation for the examination and are then adopted in clinical practice.
Our study has confirmed that the probability of antihypertensive treatment intensification can be affected by many patient and visit characteristics. Not surprisingly, patients with higher blood pressure were more likely and patients who presented with acute issues or were seen by a covering physician were less likely to have their treatment intensified. Depressed patients also were less likely to have their treatment intensified, possibly because of decreased patient motivation leading to lower treatment adherence that has been previously reported in association with depression.40,41 Encounters with white and female patients had lower probability of treatment intensification. Although it is possible that the physicians considered lower cardiovascular risk of these groups, a documented diagnosis of coronary artery disease did not affect the probability of treatment intensification (data not shown), making this explanation less likely. The probability of antihypertensive treatment intensification was higher during visits when other diabetes or chronic disease issues were addressed; it is possible that physician visits may fall into several different patterns, including some in which chronic conditions (eg, hypertension) are addressed and some (eg, urgent care visits) when they are generally not.
A distinctive feature of this study is that data acquisition from narrative medical documents was carried out automatically by custom-designed and validated software. Consequently, extraction of the relevant information from nearly 100 000 physician notes, a process that typically would have taken months of work by highly trained personnel, was completed in <1 hour. Broader implementation of this technique could be used for real-time quality-of-care surveillance of individual providers across large practices and healthcare networks. Availability of those data could, in turn, make possible individualized feedback to physicians based on their behavior and adjusted for their patient population, an approach that has already been shown to increase the frequency of treatment intensification and to improve outcomes in diabetes mellitus.42
Our study has a number of strengths. First, it included several thousand ethnically diverse patients from 2 large hospitals that serve patients from all socioeconomic strata. To the best of our knowledge, it is the first study that analyzed a quantitative relationship between the length of time since the last board certification and quality of care. Our finding of a significant decrease in the frequency of antihypertensive treatment intensification offers support for the current policies of mandatory recertification. Finally, our study focused on care delivered in primary care practices because this is currently the predominant mode of care for diabetic patients and is set to become even more common in the future as the number of diabetic patients grows.
Our study has several limitations. It was restricted in scope to the patients of internists affiliated with academic hospitals in eastern Massachusetts. This could limit its generalizability to other patient and physician populations. This retrospective study relied on documentation of relevant findings in the electronic medical record. If the accuracy of this documentation varied with the rate of treatment intensification, the study findings could be biased. Many diabetic patients did not have sufficient information in the electronic medical record (primarily notes) to be included in the study. This lack of information was likely due to the gradual rollout of the electronic medical record throughout Partners HealthCare during the study. The rollout took place at one clinic at a time, and entering notes in the electronic medical record was mandatory for all clinic physicians after the rollout. Therefore, it is unlikely that the missing information led to a bias in the study results. The main outcome of the study, antihypertensive treatment intensification, was abstracted from the electronic medical record through the use of computerized analysis of the physician notes. The sensitivity of this technology was 84%11; if the episodes of treatment intensification that the tool did not detect were unevenly distributed with respect to the board certification status, our study findings could be invalid. We were unable to directly compare doses between different medications and conservatively treated any medication change as treatment intensification; this could have biased our results. As in any retrospective study, the nature of the relationship between the predictor (board certification) and outcome (treatment intensification rate) variables is only associative rather than causal. This association could be explained by other factors, including physician comfort with documentation of the office visit related to physician age or time since the completion of training. However, neither physician age nor the time since medical school graduation was significantly associated with the probability of treatment intensification in multivariable analysis. We did not have information about patient adherence to medical regimen, which could have affected the probability of treatment intensification. However, physician surveys showed that patient nonadherence is cited as the reason for not intensifying treatment <10% of the time43; therefore, it is unlikely that inclusion of patient adherence information would alter our findings. Finally, the study could not account for some of the other factors that could potentially significantly affect the probability of pharmacological treatment intensification, including nonpharmacological antihypertensive interventions or the number of medications the patient was taking.
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| Acknowledgments |
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This study was supported in part by grants from the Diabetes Trust Foundation, Diabetes Action Research and Education Foundation, and Partners HealthCare IS Research Council.
Disclosures
Drs Turchin, Shubina, and Pendergrass received research grants from the Agency for Healthcare Research and Quality. The other authors report no conflicts.
| References |
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10 years ago versus 16.9% for physicians last certified >10 years ago. Multivariable analysis adjusted for patient and visit characteristics and physician age showed that for every decade since the physicians last board certification, the probability of treatment intensification decreased by 21.3%. These findings support the current policy of mandatory recertification.
| Footnotes |
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Related Article:
Circulation 2008 117: 589-591.
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