Preferences for self-management support: findings from a survey of diabetes patients in safety-net health systems.

OBJECTIVE We sought to identify interest in different modes of self-management support among diabetes patients cared for in public hospitals, and to assess whether demographic or disease-specific factors were associated with patient preferences. We explored the possible role of a perceived communication need in influencing interest in self-management support. METHODS Telephone survey of a random sample of 796 English and Spanish-speaking diabetes patients (response rate 47%) recruited from four urban US public hospital systems. In multivariate models, we measured the association of race/ethnicity, primary language, self-reported health literacy, self-efficacy, and diabetes-related factors on patients' interest in three self-management support strategies (telephone support, group medical visits, and Internet-based support). We explored the extent to which patients believed that better communication with providers would improve their diabetes control, and whether this perception altered the relationship between patient factors and self-management support acceptance. RESULTS Sixty-nine percent of respondents reported interest in telephone support, 55% in group medical visits, and 42% in Internet. Compared to Non-Hispanic Whites, Spanish-speaking Hispanics were more interested in telephone support (OR 3.45, 95% CI 1.97-6.05) and group medical visits (OR 2.45, 95% CI 1.49-4.02), but less interested in Internet self-management support (OR 0.56, 95% CI 0.33-0.93). African-Americans were more interested than Whites in all three self-management support strategies. Patients with limited self-reported health literacy were more likely to be interested in telephone support than those not reporting literacy deficits. Forty percent reported that their diabetes would be better controlled if they communicated better with their health care provider. This perceived communication benefit was independently associated with interest in self-management support (p<0.001), but its inclusion in models did not alter the strengths of the main associations between patient characteristics and self-management support preferences. CONCLUSION Many diabetes patients in safety-net settings report an interest in receiving self-management support, but preferences for modes of delivery of self-management support vary by race/ethnicity, language proficiency, and self-reported health literacy. PRACTICE IMPLICATIONS Public health systems should consider offering a range of self-management support services to meet the needs of their diverse patient populations. More broad dissemination and implementation of self-management support may help address the unmet need for better provider communication among diabetes patients in these settings.

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

[2]  Russell E Glasgow,et al.  Ecological approaches to self-management: the case of diabetes. , 2005, American journal of public health.

[3]  J. Selby,et al.  Diabetes management in a health maintenance organization. Efficacy of care management using cluster visits. , 1999, Diabetes care.

[4]  S. Bull,et al.  Reaching those most in need: a review of diabetes self‐management interventions in disadvantaged populations , 2002, Diabetes/metabolism research and reviews.

[5]  K. Peterson,et al.  Group Visits for Hmong Adults with Type 2 Diabetes Mellitus: A Pre-Post Analysis , 2005, Journal of health care for the poor and underserved.

[6]  Russell E. Glasgow,et al.  Making a Difference With Interactive Technology: Considerations in Using and Evaluating Computerized Aids for Diabetes Self-Management Education , 2001 .

[7]  Rodney A Hayward,et al.  How well do patients' assessments of their diabetes self-management correlate with actual glycemic control and receipt of recommended diabetes services? , 2003, Diabetes care.

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

[9]  Paul Biemer,et al.  Nonresponse Bias and Measurement Bias in a Comparison of Face to Face and Telephone Interviewing , 2001 .

[10]  Michael K. Paasche-Orlow,et al.  The prevalence of limited health literacy , 2005, Journal of General Internal Medicine.

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

[12]  E. Murray,et al.  The impact of health information on the internet on the physician-patient relationship: patient perceptions. , 2003, Archives of internal medicine.

[13]  Morris Weinberger,et al.  A nurse-coordinated intervention for primary care patients with non-insulin-dependent diabetes mellitus , 1995, Journal of General Internal Medicine.

[14]  S. R. Searle,et al.  Generalized, Linear, and Mixed Models , 2005 .

[15]  L. Pederson,et al.  Prevalence of current cigarette smoking among adults and changes in prevalence of current and some day smoking--United States, 1996-2001. , 2003, MMWR. Morbidity and mortality weekly report.

[16]  D. Schillinger,et al.  Caring for Patients with Diabetes in Safety Net Hospitals and Health Systems , 2005 .

[17]  M. Stewart,et al.  Communication patterns of primary care physicians. , 1997, JAMA.

[18]  E. Vittinghoff,et al.  Effect of awareness of language law on language access in the health care setting , 2006, Journal of General Internal Medicine.

[19]  Dean Schillinger,et al.  Functional health literacy and the quality of physician-patient communication among diabetes patients. , 2004, Patient education and counseling.

[20]  A. Stewart,et al.  Physician language ability and cultural competence. An exploratory study of communication with Spanish-speaking patients. , 2004, Journal of general internal medicine.

[21]  D H Gustafson,et al.  Access to health information and support: a public highway or a private road? , 1998, JAMA.

[22]  D. Marrero,et al.  Managed care organization and the quality of diabetes care: the Translating Research Into Action for Diabetes (TRIAD) study. , 2004, Diabetes care.

[23]  L. Goldman,et al.  Current and future directions in Medi-Cal chronic disease care management: a view from the top. , 2007, The American journal of managed care.

[24]  Quality of life assessment for low literacy Latinos: a new multimedia program for self-administration. , 2003, The Journal of oncology management : the official journal of the American College of Oncology Administrators.

[25]  Ron D. Hays,et al.  Are latinos less satisfied with communication by health care providers? , 1999, Journal of General Internal Medicine.

[26]  Mark Von Tress,et al.  Generalized, Linear, and Mixed Models , 2003, Technometrics.

[27]  David A. Kindig,et al.  Health literacy : a prescription to end confusion , 2004 .

[28]  George Hripcsak,et al.  Columbia University's Informatics for Diabetes Education and Telemedicine (IDEATel) Project: rationale and design. , 2002, Journal of the American Medical Informatics Association : JAMIA.

[29]  F. Pomero,et al.  Group visits improve metabolic control in type 2 diabetes: a 2-year follow-up. , 2001, Diabetes care.

[30]  N. Powe,et al.  Patient race/ethnicity and quality of patient-physician communication during medical visits. , 2004, American journal of public health.

[31]  D. Roter,et al.  Current perspectives on patient education in the US. , 2001, Patient education and counseling.

[32]  J. Piette,et al.  Patient education via automated calls: a study of English and Spanish speakers with diabetes. , 1999, American journal of preventive medicine.

[33]  J. Pugh,et al.  How patients adapt diabetes self-care recommendations in everyday life. , 1998, The Journal of family practice.

[34]  B. Smedley,et al.  Unequal Treatment: Con-fronting Racial and Ethnic Disparities in Health Care , 2002 .

[35]  L. Donohew,et al.  Communication and health : systems and applications , 1990 .

[36]  D. Baker,et al.  Development of a brief test to measure functional health literacy. , 1999, Patient education and counseling.

[37]  J. Piette,et al.  The effect of automated calls with telephone nurse follow-up on patient-centered outcomes of diabetes care: a randomized, controlled trial. , 2000, Medical care.

[38]  L. Capps Unequal Treatment: Confronting Racial and Ethnic Disparities in Healthcare , 2003 .

[39]  J. Maselli,et al.  Acceptability of a Bilingual Interactive Computerized Educational Module in a Poor, Medically Underserved Patient Population , 2007, Journal of health communication.

[40]  Dean Schillinger,et al.  Seeing in 3-D: Examining the Reach of Diabetes Self-Management Support Strategies in a Public Health Care System , 2008, Health education & behavior : the official publication of the Society for Public Health Education.

[41]  K. Lorig,et al.  Self-management education: History, definition, outcomes, and mechanisms , 2003, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[42]  J. Piette Interactive voice response systems in the diagnosis and management of chronic disease. , 2000, The American journal of managed care.

[43]  Justin Starren,et al.  Research Paper: A Randomized Trial Comparing Telemedicine Case Management with Usual Care in Older, Ethnically Diverse, Medically Underserved Patients with Diabetes Mellitus , 2006, J. Am. Medical Informatics Assoc..

[44]  D. Schillinger,et al.  Caring for Patients with Diabetes at Safety Net Hospitals and Health Systems: What the Patients Say about Their Care , 2005 .

[45]  J. Piette,et al.  Use of automated telephone disease management calls in an ethnically diverse sample of low-income patients with diabetes. , 1999, Diabetes care.

[46]  S. Norris,et al.  Effectiveness of self-management training in type 2 diabetes: a systematic review of randomized controlled trials. , 2001, Diabetes care.

[47]  Sally C Morton,et al.  A meta-analysis of interventions to improve care for chronic illnesses. , 2005, The American journal of managed care.

[48]  L. Tarassenko,et al.  A systematic review of telemedicine interventions to support blood glucose self‐monitoring in diabetes , 2005, Diabetic medicine : a journal of the British Diabetic Association.

[49]  Britta Neugaard,et al.  An observational study of veterans with diabetes receiving weekly or daily home telehealth monitoring. , 2005, Journal of telemedicine and telecare.

[50]  Judy A Shea,et al.  Association of health literacy with self-management behavior in patients with diabetes. , 2004, Diabetes care.

[51]  Fangchao Ma,et al.  Differential resource utilization benefits with Internet-based care coordination in elderly veterans with chronic diseases associated with high resource utilization. , 2006, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[52]  Mark V. Williams,et al.  Test of Functional Health Literacy in Adults , 2016 .

[53]  J. Piette,et al.  Impact of automated calls with nurse follow-up on diabetes treatment outcomes in a Department of Veterans Affairs Health Care System: a randomized controlled trial. , 2001, Diabetes care.

[54]  Sheana S Bull,et al.  Interactive behavior change technology. A partial solution to the competing demands of primary care. , 2004, American journal of preventive medicine.

[55]  K. Lorig,et al.  Outcomes of Border Health Spanish/English Chronic Disease Self-management Programs , 2005, The Diabetes educator.

[56]  B. Peterson,et al.  Nurse Case Management To Improve Glycemic Control in Diabetic Patients in a Health Maintenance Organization , 1998, Annals of Internal Medicine.

[57]  U. Josefsson,et al.  Patients creating self-help on the internet -lessons for future design of internet based healthcare resources , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[58]  The Translating Research Into Action for Diabetes (TRIAD) study: a multicenter study of diabetes in managed care. , 2002, Diabetes care.

[59]  Dylan M. Smith,et al.  The relative importance of physician communication, participatory decision making, and patient understanding in diabetes self-management , 2002, Journal of General Internal Medicine.

[60]  E. Boyko,et al.  Brief questions to identify patients with inadequate health literacy. , 2004, Family medicine.

[61]  K. Lorig,et al.  Patient Self-Management: A Key to Effectiveness and Efficiency in Care of Chronic Disease , 2004, Public health reports.

[62]  J. Boucher,et al.  National standards for diabetes self-management education. Task Force to Review and Revise the National Standards for Diabetes Self-Management Education Programs. , 2000, Diabetes care.

[63]  Thomas Bodenheimer,et al.  Organizational factors affecting the adoption of diabetes care management processes in physician organizations. , 2004, Diabetes care.

[64]  S. Blumberg,et al.  Telephone coverage and health survey estimates: evaluating the need for concern about wireless substitution. , 2006, American journal of public health.

[65]  T. Bodenheimer,et al.  Electronic technology: a spark to revitalize primary care? , 2003, JAMA.

[66]  M. Beach,et al.  Delving below the surface. Understanding how race and ethnicity influence relationships in health care. , 2006, Journal of general internal medicine.

[67]  S. Saha,et al.  Patient-physician relationships and racial disparities in the quality of health care. , 2003, American journal of public health.

[68]  J. Selby,et al.  Diabetes management in a health maintenance organization. Efficacy of care management using cluster visits. , 1999, Diabetes Care.

[69]  A. Stewart,et al.  Interpersonal processes of care in diverse populations. , 1999, The Milbank quarterly.

[70]  Alastair Baker,et al.  Crossing the Quality Chasm: A New Health System for the 21st Century , 2001, BMJ : British Medical Journal.

[71]  D. Yach,et al.  The global burden of chronic diseases: overcoming impediments to prevention and control. , 2004, JAMA.

[72]  Urmimala Sarkar,et al.  Is self-efficacy associated with diabetes self-management across race/ethnicity and health literacy? , 2006, Diabetes care.

[73]  Kevin Fiscella,et al.  Health information technology and quality improvement for community health centers. , 2006, Health affairs.

[74]  R. Kessler,et al.  Trends in alternative medicine use in the United States, 1990-1997: results of a follow-up national survey. , 1998, JAMA.

[75]  K. Kafadar,et al.  Appropriate antibiotic use: variation in knowledge and awareness by Hispanic ethnicity and language. , 2005, Preventive medicine.

[76]  D. Cope,et al.  Evaluating Group Visits in an Uninsured or Inadequately Insured Patient Population With Uncontrolled Type 2 Diabetes , 2003, The Diabetes educator.

[77]  N. Adler,et al.  Does Literacy Mediate the Relationship between Education and Health Outcomes? A Study of a Low-Income Population with Diabetes , 2006, Public health reports.

[78]  Robert M. Anderson,et al.  Contrasting Patient and Practitioner Perspectives in Type 2 Diabetes Management , 1998, Western journal of nursing research.

[79]  Alanna Kulchak Rahm,et al.  Randomized effectiveness trial of a computer-assisted intervention to improve diabetes care. , 2005, Diabetes care.

[80]  James C. Robinson,et al.  Improving Quality in Medicaid: The Use of Care Management Processes for Chronic Illness and Preventive Care , 2006, Medical care.

[81]  Adrienne Y. Stith,et al.  PATIENT-PROVIDER COMMUNICATION: THE EFFECT OF RACE AND ETHNICITY ON PROCESS AND OUTCOMES OF HEALTHCARE , 2003 .