Hypertension
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Measurement of provider adherence to a guideline-based decision support system (DSS) presents a number of important challenges. Establishing a causal relationship between the DSS and change in concordance requires consideration of both the primary intention of the guideline and different ways providers attempt to satisfy the guideline. During our work with a guideline-based decision support system for hypertension, ATHENA DSS, we document a number of subtle deviations from the strict hypertension guideline recommendations that ultimately demonstrate provider adherence. We believe that understanding these complexities is crucial to any valid evaluation of provider adherence. We also describe the development of an advisory evaluation engine that automates the interpretation of clinician adherence with the DSS on multiple levels, facilitating the high volume of complex data analysis that is created in a clinical trial of a guideline-based DSS.

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Working Papers
Publication Date
Journal Publisher
Medinfo
Authors
Mary K. Goldstein
Mary K. Goldstein
Chan AS
Coleman RW
Martins SB
Advani A
Mark A. Musen
Mark A. Musen
Bosworth HB
Oddone EZ
Shlipak MG
Hoffman BB
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STUDY OBJECTIVES: Patients with pulmonary arterial hypertension (PAH) often present with dyspnea and severe functional limitations, but their health-related quality of life (HRQOL) has not been studied extensively. This study describes HRQOL in a cohort of patients with PAH.

DESIGN: Cross-sectional study.

SETTING: A tertiary care, university hospital-based, pulmonary hypertension (PH) clinic.

PARTICIPANTS: We studied HRQOL in 53 patients with PAH (mean age, 47 years; median duration of disease, 559 days). Eighty-three percent were women, 53% received epoprostenol, and 72% reported moderate-to-severe functional limitations with a New York Heart Association class 3 or 4 at enrollment.

MEASUREMENTS AND RESULTS: We examined HRQOL by administering the Nottingham Health Profile, Congestive Heart Failure Questionnaire, and Hospital Anxiety and Depression Scale. We used the Visual Analog Scale and standard gamble (SG) techniques to measure preferences for current health (utilities). Compared with population norms, participants reported moderate-to-severe impairment in multiple domains of HRQOL, including physical mobility, emotional reaction, pain, energy, sleep, and social isolation. Mean SG utilities were 0.71, suggesting that, on average, participants were willing to accept a 29% risk of death in order to be cured of PH.

CONCLUSIONS: PAH is a devastating condition that affects predominately young women in the prime of their life. Understanding HRQOL and preferences are important in the care and management of these patients. Compared with population norms, patients with PAH have substantial functional and emotional limitations that adversely affect their HRQOL.

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Publication Type
Journal Articles
Publication Date
Journal Publisher
Medinfo
Authors
Mary K. Goldstein
Mary K. Goldstein
Advani A
Jones N
Shahar Y
Mark A. Musen
Mark A. Musen
Paragraphs

STUDY OBJECTIVES: Patients with pulmonary arterial hypertension (PAH) often present with dyspnea and severe functional limitations, but their health-related quality of life (HRQOL) has not been studied extensively. This study describes HRQOL in a cohort of patients with PAH.

DESIGN: Cross-sectional study.

SETTING: A tertiary care, university hospital-based, pulmonary hypertension (PH) clinic.

PARTICIPANTS: We studied HRQOL in 53 patients with PAH (mean age, 47 years; median duration of disease, 559 days). Eighty-three percent were women, 53% received epoprostenol, and 72% reported moderate-to-severe functional limitations with a New York Heart Association class 3 or 4 at enrollment.

MEASUREMENTS AND RESULTS: We examined HRQOL by administering the Nottingham Health Profile, Congestive Heart Failure Questionnaire, and Hospital Anxiety and Depression Scale. We used the Visual Analog Scale and standard gamble (SG) techniques to measure preferences for current health (utilities). Compared with population norms, participants reported moderate-to-severe impairment in multiple domains of HRQOL, including physical mobility, emotional reaction, pain, energy, sleep, and social isolation. Mean SG utilities were 0.71, suggesting that, on average, participants were willing to accept a 29% risk of death in order to be cured of PH.

CONCLUSIONS: PAH is a devastating condition that affects predominately young women in the prime of their life. Understanding HRQOL and preferences are important in the care and management of these patients. Compared with population norms, patients with PAH have substantial functional and emotional limitations that adversely affect their HRQOL.

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Journal Articles
Publication Date
Journal Publisher
Chest
Authors
Mary K. Goldstein
Mary K. Goldstein
Shafazand S
Doyle RL
Mark A. Hlatky
Mark A. Hlatky
Michael K. Gould
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Purpose:

Little is known about how well clinicians are aware of their own adherence to clinical guidelines, an important indicator of quality. We compared clinicians' beliefs about their adherence to hypertension guidelines with data on their actual performance.

Methods:

We surveyed 139 primary care clinicians at three Veterans Affairs medical centers, asking them to assess their own adherence to hypertension guidelines. We then extracted data from the centers' clinical databases on guideline-concordant medication use and blood pressure control for patients cared for by these providers during a 6-month period. Data were collected for patients with hypertension and diabetes, hypertension and coronary disease, or hypertension with neither of these comorbid conditions.

Results:

Eighty-six clinicians (62%) completed the survey. Each clinician saw a median of 94 patients with hypertension (mean age, 65 years). Patients were treated with an average of 1.6 antihypertensive medications. Overall, clinicians overestimated the proportion of their patients who were prescribed guideline-concordant medications (75% perceived vs. 67% actual, P 0.001) and who had blood pressure levels 140/90 mm Hg on their last visit (68% perceived vs. 43% actual, P 0.001). Among individual clinicians, there were no significant correlations between perceived and actual guideline adherence (r = 0.18 for medications, r = 0.14 for blood pressure control; P 0.10 for both). Clinicians with relatively low actual guideline performance were most likely to overestimate their adherence to medication recommendations and blood pressure targets.

Conclusion:

Clinicians appear to overestimate their adherence to hypertension guidelines, particularly with regards to the proportion of their patients with controlled blood pressure. This limited awareness may represent a barrier to successful implementation of guidelines, and could be addressed through the use of provider profiles and point-of-service feedback to clinicians.

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Journal Articles
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Journal Publisher
American Journal of Medicine
Authors
M Steinman
M Fischer
M Shlipak
H Bosworth
E Oddone
B Hoffman
Mary K. Goldstein
Mary K. Goldstein
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BACKGROUND: Research is limited regarding national patterns of behavioral counseling during ambulatory care. We examined time trends and independent correlates of diet and physical activity counseling for American adults with an elevated cardiovascular risk during their outpatient visits.

METHODS: The National Ambulatory Medical Care Survey (NAMCS) and National Hospital Ambulatory Medical Care Survey (NHAMCS) provided 1992-2000 national estimates of counseling practices in private physician offices and hospital outpatient departments.

RESULTS: Rates of diet and physical activity counseling among visits by at-risk adults exhibited a modest ascending trend from 1992 to 2000, with the biggest growth found between 1996 and 1997. Throughout the 1990s, however, diet counseling was provided in 45% and physical activity counseling in or = 30% of visits by adults with hyperlipidemia, hypertension, obesity, or diabetes mellitus. Lower likelihood of either counseling was significantly associated with patients who were > or = 75 years of age, seen by generalists, and those with fewer risk factors. Also, diet counseling was less frequently provided during visits by whites vs. ethnic minorities and by men vs. women.

CONCLUSIONS: Despite available national guidelines, diet and physical activity counseling remain below expectations during outpatient visits by adults with an elevated cardiovascular risk. Given recent trends, immediate, satisfactory improvement is unlikely without future innovative interventions.

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Preventive Medicine
Authors
Jun Ma
GG Urizar
T Alehegn
Randall S. Stafford
Randall Stafford
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This issue of CHP/PCOR's quarterly newsletter covers news and developments from the summer 2004 quarter. It features articles about:

  • a recently published study showing that the ATHENA decision-support system to improve hypertension care was used with relatively high frequency by physicians, and was viewed as helpful in their practice
  • CHP/PCOR core faculty member Paul Wise's assertions that children's health needs in the United States are not adequately addressed by current policies and programs
  • a study by CHP/PCOR trainee Mike Ong calculating the life-saving benefits of banning smoking in all U.S. workplaces
  • ongoing international research discussed at the 6th annual meeting of the Technological Change in Health Care (TECH) Global Research Network;
  • CHP/PCOR's sixth annual retreat, held in mid-September.
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    Newsletters
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    CHP/PCOR
    Authors
    Sara L. Selis
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    Information technology can support the implementation of clinical research findings in practice settings. Technology can address the quality gap in health care by providing automated decision support to clinicians that integrates guideline knowledge with electronic patient data to present real-time, patient-specific recommendations. However, technical success in implementing decision support systems may not translate directly into system use by clinicians. Successful technology integration into clinical work settings requires explicit attention to the organizational context. We describe the application of a "sociotechnical" approach to integration of ATHENA DSS, a decision support system for the treatment of hypertension, into geographically dispersed primary care clinics. We applied an iterative technical design in response to organizational input and obtained ongoing endorsements of the project by the organization's administrative and clinical leadership. Conscious attention to organizational context at the time of development, deployment, and maintenance of the system was associated with extensive clinician use of the system.

    COPYRIGHT RESTRICTION NOTICE:

    This material was originally published in the Journal of the American Medical Informatics Association (Volume 11; 368-376). This material may be read on-line or downloaded for personal use only. The material may be referenced by appropriate hyperlinks. However, the text of the material may not be altered without the express permission of the author and AMIA. Care should be taken when excerpting or referencing text to ensure that the views, opinions, and arguments of the author presented in the excerpt accurately reflect those contained in the original work.

    This grant does not extend to publication or posting of the paper to any website to which a fee or paid subscription is required to view or otherwise access the work.

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    Journal Articles
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    Journal Publisher
    Journal of the American Medical Informatics Association
    Authors
    Mary K. Goldstein
    Mary K. Goldstein
    RW Coleman
    SW Tu
    RD Shankar
    MJ O'Connor
    Mark A. Musen
    Mark A. Musen
    Susana B. Martins
    PW Lavori
    MG Shlipak
    E Oddone
    AA Advani
    P Gholami
    BB Hoffman
    Paragraphs

    Automated quality assessment of clinician actions and patient outcomes is a central problem in guideline- or standards-based medical care. In this paper we describe a model representation and algorithm for deriving structured quality indicators and auditing protocols from formalized specifications of guidelines used in decision support systems. We apply the model and algorithm to the assessment of physician concordance with a guideline knowledge model for hypertension used in a decision-support system. The properties of our solution include the ability to derive automatically context-specific and case-mix-adjusted quality indicators that can model global or local levels of detail about the guideline parameterized by defining the reliability of each indicator or element of the guideline.

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    Publication Type
    Working Papers
    Publication Date
    Journal Publisher
    Proceedings of the American Medical Informatics Association's fall 2003 symposium
    Authors
    Advani A
    Mary K. Goldstein
    Mary Kane Goldstein
    Shahar Y
    Musen MA
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    Diabetes mellitus is a leading cause of morbidity and death in the United States. Type 2 diabetes mellitus accounts for the majority of affected persons (90% to 95%) and affects older adults, particularly those older than 50 years of age. It affects an estimated 16 million Americans, 11 million of whom have both diabetes and hypertension. Most adverse diabetes outcomes are a result of vascular complications. These complications are generally classified as microvascular, such as retinopathy, nephropathy, and neuropathy (although neuropathy may not be entirely a microvascular disease), or macrovascular, such as coronary artery disease, cerebrovascular disease, and peripheral vascular disease.

    In order to prevent, or diminish the progression of, microvascular and macrovascular complications, recommended diabetes management necessarily encompasses both metabolic control and cardiovascular risk factor control. The need for good glycemic control is supported by the Diabetes Control and Complications Trial in type 1 diabetes mellitus and, more recently, the United Kingdom Prospective Diabetes Study (UKPDS) in type 2 diabetes mellitus. In these studies, tight blood sugar control reduced microvascular complications, such as nephropathy and retinopathy, but had little effect on macrovascular outcomes. Up to 80% of patients with type 2 diabetes mellitus will develop or die of macrovascular disease, underscoring the importance of preventing macrovascular complications.

    In an effort to provide internists and other primary care physicians with effective management strategies for diabetes care, the American College of Physicians decided to develop guidelines on the management of hypertension in people with type 2 diabetes mellitus. The target audience for this guideline is all clinicians who provide care to patients with type 2 diabetes. The target patient population is all persons with type 2 diabetes who have hypertension, defined as systolic blood pressure of at least 140 mm Hg or diastolic blood pressure of at least 90 mm Hg. This target patient population includes those who already have some form of microvascular complication and, of particular importance, premenopausal women with diabetes. We will attempt to answer the following questions: 1) What are the benefits of tight blood pressure control in type 2 diabetes? 2) What should the target levels of systolic blood pressure and diastolic blood pressure be for patients with type 2 diabetes? and 3) Are certain antihypertensive agents more effective or beneficial in patients with diabetes?

    When analyzing benefit or effectiveness for this review, we included only studies that measured clinical end points. The four major classes of clinical end points were all-cause mortality, cardiovascular mortality, cardiovascular events (myocardial infarction, stroke, or congestive heart failure), and microvascular complications (photocoagulation, nephropathy, neuropathy, or amputation).

    The review was divided into two categories. The first included studies that evaluated the effects of blood pressure control if the comparison examined an antihypertensive drug versus placebo or the effects of different target blood pressure levels. The second category evaluated the effect of different classes of drugs. A discussion of this evidence follows.

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    Publication Type
    Journal Articles
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    Journal Publisher
    Annals of Internal Medicine
    Authors
    Snow V
    Weiss KB
    Mottur-Pilson C
    Douglas K. Owens
    Douglas K. Owens
    Clinical Efficacy Assessment Subcommittee of the American College of Physicians
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