A model to evaluate quality and effectiveness of disease management

Disease management has emerged as a new strategy to enhance quality of care for patients suffering from chronic conditions, and to control healthcare costs. So far, however, the effects of this strategy remain unclear. Although current models define the concept of disease management, they do not provide a systematic development or an explanatory theory of how disease management affects the outcomes of care. The objective of this paper is to present a framework for valid evaluation of disease-management initiatives. The evaluation model is built on two pillars of disease management: patient-related and professional-directed interventions. The effectiveness of these interventions is thought to be affected by the organisational design of the healthcare system. Disease management requires a multifaceted approach; hence disease-management programme evaluations should focus on the effects of multiple interventions, namely patient-related, professional-directed and organisational interventions. The framework has been built upon the conceptualisation of these disease-management interventions. Analysis of the underlying mechanisms of these interventions revealed that learning and behavioural theories support the core assumptions of disease management. The evaluation model can be used to identify the components of disease-management programmes and the mechanisms behind them, making valid comparison feasible. In addition, this model links the programme interventions to indicators that can be used to evaluate the disease-management programme. Consistent use of this framework will enable comparisons among disease-management programmes and outcomes in evaluation research.

[1]  Brian T. Austin,et al.  Organizing care for patients with chronic illness. , 1996, The Milbank quarterly.

[2]  N. Clark,et al.  Self-management of asthma by adult patients. , 1997, Patient education and counseling.

[3]  J. Wasson,et al.  Telephone care as a substitute for routine clinic follow-up. , 1992, JAMA.

[4]  Ariel Linden,et al.  Disease management interventions II: What else is in the black box? , 2006, Disease management : DM.

[5]  A D Oxman,et al.  Educational outreach visits: effects on professional practice and health care outcomes. , 2007, The Cochrane database of systematic reviews.

[6]  J M Grimshaw,et al.  Effectiveness and efficiency of guideline dissemination and implementation strategies , 2004, International Journal of Technology Assessment in Health Care.

[7]  Victor Villagra,et al.  Strategies to Control Costs and Quality: A Focus on Outcomes Research for Disease Management , 2004, Medical care.

[8]  J. Grimshaw,et al.  What have new efforts to change professional practice achieved? , 1998, Journal of the Royal Society of Medicine.

[9]  A. Lazarus,et al.  Economic grand rounds: the promise of disease management. , 2001, Psychiatric services.

[10]  Vic Hasselblad,et al.  Interventions used in disease management programmes for patients with chronic illnesswhich ones work? Meta-analysis of published reports , 2002, BMJ : British Medical Journal.

[11]  T. Bodenheimer,et al.  Disease management--promises and pitfalls. , 1999, The New England journal of medicine.

[12]  Moira C McKinnon,et al.  Closing the Quality Gap: A Critical Analysis of Quality Improvement Strategies (Vol. 7: Care Coordination) , 2007 .

[13]  K. Shojania,et al.  Still no magic bullets: pursuing more rigorous research in quality improvement. , 2004, The American journal of medicine.

[14]  David Plocher,et al.  Principles for assessing disease management outcomes. , 2004, Disease management : DM.

[15]  Lee Sechrest,et al.  Putting Program Theory into Operation , 1999 .

[16]  Edward McAuley,et al.  Self-efficacy and the maintenance of exercise participation in older adults , 1993, Journal of Behavioral Medicine.

[17]  G. Ayala,et al.  Theories and intervention approaches to health-behavior change in primary care. , 1999, American journal of preventive medicine.

[18]  W. Sibbald,et al.  Changing physician behavior: a review of patient safety in critical care medicine. , 2002, Journal of critical care.

[19]  N. Freemantle,et al.  Are decisions taken by health care professionals rational? A non systematic review of experimental and quasi experimental literature. , 1996, Health policy.

[20]  Standard outcome metrics and evaluation methodology for disease management programs. American Healthways and Johns Hopkins Consensus Conference. , 2003, Disease management : DM.

[21]  Sumant R Ranji,et al.  Closing the Quality Gap: A Critical Analysis of Quality Improvement Strategies (Vol. 6: Prevention of Healthcare–Associated Infections) , 2007 .

[22]  M. Hynes,et al.  Meta-analysis of the effects of educational and psychosocial interventions on management of diabetes mellitus. , 1988, Journal of clinical epidemiology.

[23]  R. Haynes,et al.  Effects of computer-based clinical decision support systems on physician performance and patient outcomes: a systematic review. , 1998, JAMA.

[24]  M. Laurant,et al.  Process evaluation on quality improvement interventions , 2003, Quality & safety in health care.

[25]  J. Ayanian,et al.  Generalists and specialists caring for patients with heart disease: united we stand, divided we fall. , 2000, The American journal of medicine.

[26]  Jeremy M. Grimshaw,et al.  Changing Provider Behavior: An Overview of Systematic Reviews of Interventions , 2001, Medical care.

[27]  B. M. Zajac Performance Measurement of Disease Management Programs , 2004 .

[28]  Robert L. Kane,et al.  Meeting the challenge of chronic illness , 2005 .

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

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

[31]  T. Bodenheimer Helping patients improve their health-related behaviors: what system changes do we need? , 2005, Disease management : DM.

[32]  Brian T. Austin,et al.  Improving chronic illness care: translating evidence into action. , 2001, Health affairs.

[33]  J M Grimshaw,et al.  Effect of clinical guidelines on medical practice: a systematic review of rigorous evaluations. , 1994, Lancet.

[34]  B. Wolffenbuttel,et al.  From shared care to disease management: key-influencing factors , 2001, International journal of integrated care.

[35]  James C. Robinson,et al.  External incentives, information technology, and organized processes to improve health care quality for patients with chronic diseases. , 2003, JAMA.

[36]  J Ormel,et al.  Quality of life and social production functions: a framework for understanding health effects. , 1997, Social science & medicine.

[37]  David A. Nadler,et al.  Strategic organization design , 1988 .

[38]  A. Dietrich,et al.  Systematic review of multifaceted interventions to improve depression care. , 2007, General hospital psychiatry.

[39]  J. Schaefer,et al.  Collaborative Management of Chronic Illness , 1997, Annals of Internal Medicine.

[40]  C. Silagy,et al.  A framework for effective management of change in clinical practice: dissemination and implementation of clinical practice guidelines. , 1999, Quality in health care : QHC.

[41]  M J Hensley,et al.  Self-management education and regular practitioner review for adults with asthma. , 2002, The Cochrane database of systematic reviews.

[42]  Daniel H Solomon,et al.  Self-management education programs in chronic disease: a systematic review and methodological critique of the literature. , 2004, Archives of internal medicine.

[43]  A D Oxman,et al.  Audit and feedback: effects on professional practice and health care outcomes. , 2006, The Cochrane database of systematic reviews.

[44]  A D Oxman,et al.  Changing physician performance. A systematic review of the effect of continuing medical education strategies. , 1995, JAMA.

[45]  C. Taylor,et al.  Chronic disease management: treating the patient with disease(s) vs treating disease(s) in the patient. , 1999, Archives of internal medicine.

[46]  J. H. Gittell,et al.  Patient benefits from participating in an integrated delivery system: impact on coordination of care. , 2007, Health care management review.

[47]  F. Gallefoss The effects of patient education in COPD in a 1-year follow-up randomised, controlled trial. , 2004, Patient education and counseling.

[48]  R. Haynes,et al.  Effects of Computer-based Clinical Decision Support Systems on Clinician Performance and Patient Outcome: A Critical Appraisal of Research , 1994, Annals of Internal Medicine.

[49]  Souraya Sidani,et al.  Putting program theory into operation , 1999 .

[50]  A. Stewart,et al.  Chronic Disease Self-Management Program: 2-Year Health Status and Health Care Utilization Outcomes , 2001, Medical care.

[51]  C. Achilles,et al.  Evaluation: A Systematic Approach , 1980 .

[52]  W. Assendelft,et al.  Interventions to improve the management of diabetes in primary care, outpatient, and community settings: a systematic review. , 2001, Diabetes care.

[53]  F Vinicor,et al.  Report of the health care delivery work group: behavioral research related to the establishment of a chronic disease model for diabetes care. , 2001, Diabetes care.

[54]  A. Bandura Self-Efficacy: The Exercise of Control , 1997, Journal of Cognitive Psychotherapy.

[55]  K. Bain Barriers and Strategies to Influencing Physician Behavior , 2007, American journal of medical quality : the official journal of the American College of Medical Quality.

[56]  Michel Wensing,et al.  What drives change? Barriers to and incentives for achieving evidence‐based practice , 2004, The Medical journal of Australia.

[57]  Louis Sherwood,et al.  From Outcomes Research to Disease Management: A Guide for the Perplexed , 1996, Annals of Internal Medicine.

[58]  R Baker,et al.  What do we know about how to do audit and feedback? Pitfalls in applying evidence from a systematic review , 2005, BMC health services research.

[59]  C. Spreeuwenberg,et al.  Integrated care: meaning, logic, applications, and implications – a discussion paper , 2002, International journal of integrated care.

[60]  B. Wolffenbuttel,et al.  Adoption of disease management model for diabetes in region of Maastricht , 2001, BMJ : British Medical Journal.

[61]  B. Mark,et al.  The chronic care model versus disease management programs: a transaction cost analysis approach. , 2006, Health care management review.

[62]  R. Glasgow A Practical Model of Diabetes Management and Education , 1995, Diabetes Care.

[63]  R. Andersen Revisiting the behavioral model and access to medical care: does it matter? , 1995, Journal of health and social behavior.

[64]  W. R. Smith,et al.  Evidence for the effectiveness of techniques To change physician behavior. , 2000, Chest.

[65]  Konrad Jamrozik,et al.  Quality, morale and the new contract with GPs , 2004, The Medical journal of Australia.

[66]  E. Wagner The role of patient care teams in chronic disease management , 2000, BMJ : British Medical Journal.

[67]  L. Steuten Evaluation of disease management programmes for chronically ill , 2006, International Journal of Integrated Care.

[68]  Sally Morton,et al.  Meta-Analysis: Chronic Disease Self-Management Programs for Older Adults , 2005, Annals of Internal Medicine.

[69]  A. Donabedian,et al.  The Criteria and Standards of Quality , 1980 .

[70]  T. Snijders,et al.  Evaluation of the chronic disease self-management program (CDSMP) among chronically ill older people in the Netherlands. , 2007, Social science & medicine.

[71]  Jennifer Elston Lafata,et al.  Determining the value of disease management programs. , 2003, The Joint Commission Journal on Quality and Safety.

[72]  K. Shojania,et al.  Effects of quality improvement strategies for type 2 diabetes on glycemic control: a meta-regression analysis. , 2006, JAMA.

[73]  D. Cook,et al.  Evidence-based disease management. , 1997, JAMA.

[74]  Thomas Bodenheimer,et al.  Interventions to improve chronic illness care: evaluating their effectiveness. , 2003, Disease management : DM.

[75]  E H Wagner,et al.  Quality improvement in chronic illness care: a collaborative approach. , 2001, The Joint Commission journal on quality improvement.

[76]  W. Katon,et al.  Rethinking practitioner roles in chronic illness: the specialist, primary care physician, and the practice nurse. , 2001, General hospital psychiatry.

[77]  A. Bandura Health Promotion by Social Cognitive Means , 2004, Health education & behavior : the official publication of the Society for Public Health Education.

[78]  S A Brown,et al.  Studies of educational interventions and outcomes in diabetic adults: a meta-analysis revisited. , 1990, Patient education and counseling.

[79]  W. Bailey,et al.  Advances in prevention and education in lung disease. , 1998, American journal of respiratory and critical care medicine.

[80]  R. Grol Improving the quality of medical care: building bridges among professional pride, payer profit, and patient satisfaction. , 2001, JAMA.

[81]  E. Wagner,et al.  Improvement in diabetes care using an integrated population-based approach in a primary care setting , 2000 .

[82]  M. Bury,et al.  Lay-led self-management in chronic illness: a review of the evidence , 2006, Chronic illness.

[83]  T. Bodenheimer,et al.  Patient self-management of chronic disease in primary care. , 2002, JAMA.

[84]  K. McDonald,et al.  Making health care safer: a critical analysis of patient safety practices. , 2001, Evidence report/technology assessment.

[85]  C. Adair,et al.  Continuity of care: a multidisciplinary review , 2003, BMJ : British Medical Journal.

[86]  Jeremy M Grimshaw,et al.  Changing physicians' behavior: what works and thoughts on getting more things to work. , 2002, The Journal of continuing education in the health professions.

[87]  E H Wagner,et al.  Chronic disease management: what will it take to improve care for chronic illness? , 1998, Effective clinical practice : ECP.

[88]  A. Taylor-Vaisey,et al.  Translating guidelines into practice. A systematic review of theoretic concepts, practical experience and research evidence in the adoption of clinical practice guidelines. , 1997, CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne.

[89]  D. Roter,et al.  Health education theory: an application to the process of patient-provider communication. , 1991, Health education research.

[90]  J. van der Palen,et al.  Self-management education for patients with chronic obstructive pulmonary disease: a systematic review , 2003, Thorax.

[91]  M. Field,et al.  Clinical practice guidelines : directions for a new program , 1990 .

[92]  R. Grol,et al.  Integrated care programmes for chronically ill patients: a review of systematic reviews. , 2005, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[93]  R. Glasgow,et al.  Implementing practical interventions to support chronic illness self-management. , 2003, Joint Commission journal on quality and safety.

[94]  J. A. Dodge,et al.  Self-Regulation of Health Behavior: The "take PRIDE" Program , 1992, Health education quarterly.

[95]  M. Eccles,et al.  Planning and Studying Improvement in Patient Care: The Use of Theoretical Perspectives , 2007, The Milbank quarterly.

[96]  Michel Wensing,et al.  Organizational interventions to implement improvements in patient care: a structured review of reviews , 2006, Implementation science : IS.

[97]  S. Shortell,et al.  Improving the quality of health care in the United Kingdom and the United States: a framework for change. , 2001, The Milbank quarterly.

[98]  J. Geyman Disease Management: Panacea, Another False Hope, or Something in Between? , 2007, The Annals of Family Medicine.

[99]  Lora E. Burke,et al.  Compliance with cardiovascular disease prevention strategies: A review of the research , 1997, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[100]  J. Bourbeau,et al.  Self-management and behaviour modification in COPD . , 2004, Patient education and counseling.

[101]  L. Casalino,et al.  Disease management and the organization of physician practice. , 2005, JAMA.

[102]  P Ours,et al.  DIABEDS: a randomized trial of the effects of physician and/or patient education on diabetes patient outcomes. , 1987, Journal of chronic diseases.

[103]  K. Shojania,et al.  Evidence-based quality improvement: the state of the science. , 2005, Health affairs.