Physician and Patient Predictors of Evidence-Based Prescribing in Heart Failure: A Multilevel Study

Background The management of patients with heart failure (HF) needs to account for changeable and complex individual clinical characteristics. The use of renin angiotensin system inhibitors (RAAS-I) to target doses is recommended by guidelines. But physicians seemingly do not sufficiently follow this recommendation, while little is known about the physician and patient predictors of adherence. Methods To examine the coherence of primary care (PC) physicians' knowledge and self-perceived competencies regarding RAAS-I with their respective prescribing behavior being related to patient-associated barriers. Cross-sectional follow-up study after a randomized medical educational intervention trial with a seven month observation period. PC physicians (n = 37) and patients with systolic HF (n = 168) from practices in Baden-Wuerttemberg. Measurements were knowledge (blueprint-based multiple choice test), self-perceived competencies (questionnaire on global confidence in the therapy and on frequency of use of RAAS-I), and patient variables (age, gender, NYHA functional status, blood pressure, potassium level, renal function). Prescribing was collected from the trials' documentation. The target variable consisted of ≥50% of recommended RAAS-I dosage being investigated by two-level logistic regression models. Results Patients (69% male, mean age 68.8 years) showed symptomatic and objectified left ventricular (NYHA II vs. III/IV: 51% vs. 49% and mean LVEF 33.3%) and renal (GFR<50%: 22%) impairment. Mean percentage of RAAS-I target dose was 47%, 59% of patients receiving ≥50%. Determinants of improved prescribing of RAAS-I were patient age (OR 0.95, CI 0.92–0.99, p = 0.01), physician's global self-confidence at follow-up (OR 1.09, CI 1.02–1.05, p = 0.01) and NYHA class (II vs. III/IV) (OR 0.63, CI 0.38–1.05, p = 0.08). Conclusions A change in physician's confidence as a predictor of RAAS-I dose increase is a new finding that might reflect an intervention effect of improved physicians' intention and that might foster novel strategies to improve safe evidence-based prescribing. These should include targeting knowledge, attitudes and skills.

[1]  E. Erdmann,et al.  Leitlinien zur Therapie der chronischen Herzinsuffizienz Herausgegeben vom Vorstand der Deutschen Gesellschaft für Kardiologie – Herz- und Kreislaufforschung Bearbeitet im Auftrag der Kommission für Klinische Kardiologie in Zusammenarbeit mit der Arzneimittelkommission der Deutschen Ärzteschaft , 2001, Zeitschrift für Kardiologie.

[2]  Kazufumi Nakamura,et al.  Guidelines for treatment of chronic heart failure , 2012 .

[3]  Thuraya A. Al-Shidhani,et al.  Curriculum Development for Medical Education: A Six-Step Approach. , 2010 .

[4]  J. Ross,et al.  Self-Reported and Actual Beta-Blocker Prescribing for Heart Failure Patients: Physician Predictors , 2009, PloS one.

[5]  W. Herzog,et al.  Primary care-based multifaceted, interdisciplinary medical educational intervention for patients with systolic heart failure: lessons learned from a cluster randomised controlled trial , 2009, Trials.

[6]  M. Kochen,et al.  Prescriptions of recommended heart failure medications can be correlated with patient and physician characteristics , 2009, International journal of clinical practice.

[7]  Anna Strömberg,et al.  Corrigendum to ‘ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure 2008’ [Eur Heart J 2008;29:2388–2442 and Eur J Heart Fail 2008;10:933–989] , 2009 .

[8]  Charles Abraham,et al.  The UK national institute for health and clinical excellence public health guidance on behaviour change: A brief introduction , 2009, Psychology, health & medicine.

[9]  A. Remppis,et al.  Improved guideline adherence to pharmacotherapy of chronic systolic heart failure in general practice--results from a cluster-randomized controlled trial of implementation of a clinical practice guideline. , 2008, Journal of evaluation in clinical practice.

[10]  Michael Böhm,et al.  Kommentar zu den ESC-Guidelines for the Diagnosis and Treatment of Acute and Chronic Heart Failure 2008 , 2008, European journal of heart failure.

[11]  C. Abraham,et al.  A taxonomy of behavior change techniques used in interventions. , 2008, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[12]  Liu Gang,et al.  Clinical Application of ACC/AHA 2005 Guideline Update for the Diagnosis and Management of Chronic Heart Failure in the Adult , 2008 .

[13]  A. Remppis,et al.  Guideline adherence for pharmacotherapy of chronic systolic heart failure in general practice: a closer look on evidence-based therapy , 2008, Clinical Research in Cardiology.

[14]  M. Komajda,et al.  Is the gap between guidelines and clinical practice in heart failure treatment being filled? Insights from the IMPACT RECO survey , 2007, European journal of heart failure.

[15]  C. Olson,et al.  Gaps between knowing and doing: Understanding and assessing the barriers to optimal health care , 2007, The Journal of continuing education in the health professions.

[16]  F. Haaijer-Ruskamp,et al.  Prescribing for chronic heart failure in Europe: does the country make the difference? A European survey , 2007, Pharmacoepidemiology and drug safety.

[17]  François G Schellevis,et al.  Comorbidity and guidelines: conflicting interests , 2006, The Lancet.

[18]  K. Swedberg,et al.  The relevance of comorbidities for heart failure treatment in primary care: A European survey , 2006, European journal of heart failure.

[19]  H. Strömer,et al.  Adherence to guidelines is a predictor of outcome in chronic heart failure: the Mahler survey. , 2006, European heart journal.

[20]  K. Swedberg,et al.  Under-utilization of evidence-based drug treatment in patients with heart failure is only partially explained by dissimilarity to patients enrolled in landmark trials: a report from the Euro Heart Survey on Heart Failure. , 2005, European heart journal.

[21]  K. Swedberg,et al.  Integrating heart failure guidelines into clinical practice , 2005 .

[22]  Kevin W Eva,et al.  Self-Assessment in the Health Professions: A Reformulation and Research Agenda , 2005, Academic medicine : journal of the Association of American Medical Colleges.

[23]  K. Swedberg,et al.  Heart failure guidelines and prescribing in primary care across Europe , 2005, BMC health services research.

[24]  P. Hanrath,et al.  Leitlinien zur Therapie der chronischen Herzinsuffizienz , 2005, Zeitschrift für Kardiologie.

[25]  M. Fortin,et al.  Cumulative Illness Rating Scale was a reliable and valid index in a family practice context. , 2005, Journal of clinical epidemiology.

[26]  A. Hoes,et al.  Guidelines for the diagnosis and treatment of chronic heart failure: executive summary (update 2005): The Task Force for the Diagnosis and Treatment of Chronic Heart Failure of the European Society of Cardiology. , 2005, European heart journal.

[27]  F. Wolf,et al.  Impact of educational intervention on confidence and competence in the performance of a simple surgical task. , 2005, The Journal of bone and joint surgery. American volume.

[28]  F. Haaijer-Ruskamp,et al.  Physician, organisational and patient characteristics explaining the use of angiotensin converting enzyme inhibitors in heart failure treatment: a multilevel study , 2005, European Journal of Clinical Pharmacology.

[29]  A. Bennett,et al.  Barriers to diagnosing and managing heart failure in primary care , 2005, The Medical journal of Australia.

[30]  C. Abraham,et al.  Making psychological theory useful for implementing evidence based practice: a consensus approach , 2005, Quality and Safety in Health Care.

[31]  F. Haaijer-Ruskamp,et al.  Perceived barriers for treatment of chronic heart failure in general practice; are they affecting performance? , 2004, BMC family practice.

[32]  A. Osterspey,et al.  [Guidelines for therapy of chronic heart failure]. , 2005, Zeitschrift fur Kardiologie.

[33]  S. Flottorp,et al.  Tailored interventions to overcome identified barriers to change: effects on professional practice and health care outcomes. , 2005, The Cochrane database of systematic reviews.

[34]  P. McCoubrie Improving the fairness of multiple-choice questions: a literature review , 2004, Medical teacher.

[35]  L. Moret,et al.  Should self-assessment methods be used to measure compliance with handwashing recommendations? A study carried out in a French university hospital. , 2004, American journal of infection control.

[36]  J. Grimshaw,et al.  PRIME – PRocess modelling in ImpleMEntation research: selecting a theoretical basis for interventions to change clinical practice , 2003, BMC health services research.

[37]  N. Freemantle,et al.  The EuroHeart Failure Survey programme--a survey on the quality of care among patients with heart failure in Europe. Part 2: treatment. , 2003, European heart journal.

[38]  F. Rutten,et al.  Differences between general practitioners and cardiologists in diagnosis and management of heart failure: a survey in every‐day practice , 2003, European journal of heart failure.

[39]  A. Hungin,et al.  Barriers to accurate diagnosis and effective management of heart failure in primary care: qualitative study , 2003, BMJ : British Medical Journal.

[40]  S. Silver,et al.  Heart Failure , 1937, The New England journal of medicine.

[41]  K. Khunti,et al.  Heart failure in primary care: qualitative study of current management and perceived obstacles to evidence‐based diagnosis and management by general practitioners , 2002, European journal of heart failure.

[42]  N. Freemantle,et al.  Management of heart failure in primary care (the IMPROVEMENT of Heart Failure Programme): an international survey , 2002, The Lancet.

[43]  J. Cleland Contemporary management of heart failure in clinical practice , 2002, Heart.

[44]  I. Nazareth,et al.  The barriers to effective management of heart failure in general practice. , 2001, The British journal of general practice : the journal of the Royal College of General Practitioners.

[45]  Simon Stewart,et al.  Epidemiology, aetiology, and prognosis of heart failure , 2000, Heart.

[46]  M. Cabana,et al.  Why don't physicians follow clinical practice guidelines? A framework for improvement. , 1999, JAMA.

[47]  D. Kern,et al.  Curriculum Development for Medical Education: A Six-Step Approach , 1998 .

[48]  R. Grol,et al.  Personal paper: Beliefs and evidence in changing clinical practice , 1997 .

[49]  E. Skinner A guide to constructs of control. , 1996, Journal of personality and social psychology.

[50]  H. Hearnshaw,et al.  Changing the clinical behavior of doctors: a psychological framework. , 1996, Quality in health care : QHC.

[51]  C. V. D. van der Vleuten,et al.  Change in knowledge of general practitioners during their professional careers. , 1995, Family practice.

[52]  G. Matzke,et al.  Validity of creatinine clearance estimates in the assessment of renal function , 1990, Clinical pharmacology and therapeutics.