The literacy divide: health literacy and the use of an internet-based patient portal in an integrated health system-results from the diabetes study of northern California (DISTANCE)

Urmimala Sarkar, Andrew J Karter, Jennifer Y Liu, Nancy E Adler, Robert Nguyen, Andrea Lopez, Dean Schillinger, Urmimala Sarkar, Andrew J Karter, Jennifer Y Liu, Nancy E Adler, Robert Nguyen, Andrea Lopez, Dean Schillinger

Abstract

Internet-based patient portals are intended to improve access and quality, and will play an increasingly important role in health care, especially for diabetes and other chronic diseases. Diabetes patients with limited health literacy have worse health outcomes, and limited health literacy may be a barrier to effectively utilizing internet-based health access services. We investigated use of an internet-based patient portal among a well characterized population of adults with diabetes. We estimated health literacy using three validated self-report items. We explored the independent association between health literacy and use of the internet-based patient portal, adjusted for age, gender, race/ethnicity, educational attainment, and income. Among 14,102 participants (28% non-Hispanic White, 14% Latino, 21% African-American, 9% Asian, 12% Filipino, and 17% multiracial or other ethnicity), 6099 (62%) reported some limitation in health literacy, and 5671 (40%) respondents completed registration for the patient portal registration. In adjusted analyses, those with limited health literacy had higher odds of never signing on to the patient portal (OR 1.7, 1.4 to 1.9) compared with those who did not report any health literacy limitation. Even among those with internet access, the relationship between health literacy and patient portal use persisted (OR 1.4, 95% CI 1.2 to 1.8). Diabetes patients reporting limited health literacy were less likely to both access and navigate an internet-based patient portal than those with adequate health literacy. Although the internet has potential to greatly expand the capacity and reach of health care systems, current use patterns suggest that, in the absence of participatory design efforts involving those with limited health literacy, those most at risk for poor diabetes health outcomes will fall further behind if health systems increasingly rely on internet-based services.

Figures

Figure 1
Figure 1
(A) Overall proportion of total population who used each patient portal function, those with confidence vs. those with difficulties with medical forms (N = 14,102; for difference between those with and without confidence with forms, p for all <.01). (B) Proportion of subjects with adequate health literacy (N = 3,721) and limited health (N = 6,099) who performed each portal function (for difference between those with and without limited health literacy, p for all <.01).

References

    1. AAPOR. Standard Definitions Retrieved 2009. 2009. Feb 12, from .
    1. Agency for Healthcare Research and Quality. Fact Sheet: Diabetes Disparities among Racial and Ethnic Minorities. 2004. .
    1. Armstrong N, Powell J. Preliminary test of an Internet-based diabetes self-management tool. Journal of Telemedicine and Telecare. 2008;14(3):114–116.
    1. Cavanaugh K, Huizinga MM, Wallston KA, Gebretsadik T, Shintani A, Davis D, et al. Association of numeracy and diabetes control. Annals of Internal Medicine. 2008;148(10):737–746.
    1. Chew LD, Bradley KA, Boyko EJ. Brief questions to identify patients with inadequate health literacy. Family Medicine. 2004;36(8):588–594.
    1. Chew LD, Griffin JM, Partin MR, Noorbaloochi S, Grill JP, Snyder A, et al. Validation of screening questions for limited health literacy in a large VA out-patient population. Journal of General Internal Medicine. 2008;23(5):561–566.
    1. Davis TC, Fredrickson DD, Potter L, Brouillette R, Bocchini AC, Williams MV, et al. Patient understanding and use of oral contraceptive pills in a southern public health family planning clinic. Southern Medical Journal. 2006;99(7):713–718.
    1. Dewalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes: A systematic review of the literature. Journal of General Internal Medicine. 2004;19(12):1228–1239.
    1. Fang MC, Machtinger EL, Wang F, Schillinger D. Health literacy and anticoagulation-related outcomes among patients taking warfarin. Journal of General Internal Medicine. 2006;21(8):841–846.
    1. Fremont A, Wickstrom SL, Escarce JJ. Final report. Rockville, MD: Agency for Health Care Research and Quality; 2003. Does differential diffusion of innovations contribute to disparities in health care?
    1. Glied S, Lleras-Muney A. Technological innovation and inequality in health. Demography. 2008;45(3):741–761.
    1. Gordon NP. Readiness of Seniors in Kaiser Permanente’s Northern California Region to Use New Information Technologies for Health Care-Related Communications: The HUNT Study. 2009.
    1. Grant RW, Wald JS, Poon EG, Schnipper JL, Gandhi TK, Volk LA, et al. Design and implementation of a web-based patient portal linked to an ambulatory care electronic health record: Patient gateway for diabetes collaborative care. Diabetes Technology and Therapeutics. 2006;8(5):576–586.
    1. Hart JT. The inverse care law. The Lancet. 1971;1(7696):405–412.
    1. Health IT Policy Committee. Meanful Use Matrix. 2009. Retrieved 01/25/2010, from .
    1. Hernandez LM. Health Literacy, eHealth, and Communication Putting The Consumer First: Workshop Summary; Washington, DC. 2009.
    1. Hsu J, Huang J, Kinsman J, Fireman B, Miller R, Selby J, et al. Use of e-Health services between 1999 and 2002: A growing digital divide. Journal of the American Medical Information Association. 2005;12(2):164–171.
    1. Institute of Medicine. Health literacy: A prescription to end confusion. Washington, DC: National Academy Press, Institute of Medicine Committee on Health Literacy; 2004.
    1. Institute of Medicine. Health Literacy, eHealth, and Communication Putting The Consumer First: Workshop Summary; Washington, DC. 2009.
    1. Kaelber D, Pan EC. The value of personal health record (PHR) systems. AMIA Annual Symposium Proceedings; 2008. pp. 343–347.
    1. Kahn JS, Aulakh V, Bosworth A. What it takes: Characteristics of the ideal personal health record. Health Affairs (Millwood) 2009;28(2):369–376.
    1. Krieger N. Overcoming the absence of socioeconomic data in medical records: Validation and application of a census-based methodology. American Journal of Public Health. 1992;82(5):703–710.
    1. Kripalani S, Henderson LE, Chiu EY, Robertson R, Kolm P, Jacobson TA. Predictors of medication self-management skill in a low-literacy population. Journal of General Internal Medicine. 2006;21(8):852–856.
    1. Lenhart A, Rainie L, Fox S, Horrigan J, Spooner T. Who’s not online: 57% of those without Internet access say they don’t plan to log on. Washington, DC: Pew Internet and American Life Project; 2000.
    1. Moffet HH, Adler N, Schillinger D, Ahmed AT, Laraia B, Selby JV, et al. Cohort profile: The Diabetes Study of Northern California (DISTANCE)—Objectives and design of a survey follow-up study of social health disparities in a managed care population. International Journal of Epidemiology. 2008;38(1):38–47.
    1. Morris NS, MacLean CD, Littenberg B. Literacy and health outcomes: A cross-sectional study in 1002 adults with diabetes. BMC Family Practice. 2006;7:49.
    1. Mulvaney SA, Rothman RL, Wallston KA, Lybarger C, Dietrich MS. An internet-based program to improve self-management in adolescents with type 1 diabetes. Diabetes Care. 2009;33(3):602–604.
    1. Norman CD, Skinner HA. eHealth Literacy: Essential skills for consumer health in a networked world. Journal of Medical Internet Research. 2006;8(2):e9.
    1. Paasche-Orlow MK, Riekert KA, Bilderback A, Chanmugam A, Hill P, Rand CS, et al. Tailored education may reduce health literacy disparities in asthma self-management. American Journal of Respiratory and Critical Care Medicine. 2005;172(8):980–986.
    1. Roblin DW, Houston TK, Allison JJ, Joski PJ, Becker ER. Disparities in use of a personal health record in a managed care organization. Journal of the American Medical Information Association. 2009;16(5):683–689.
    1. Rothman RL, Housam R, Weiss H, Davis D, Gregory R, Gebretsadik T, et al. Patient understanding of food labels: The role of literacy and numeracy. American Journal of Preventive Medicine. 2006;31(5):391–398.
    1. Sarkar U, Fisher L, Schillinger D. Is self-efficacy associated with diabetes self-management across race/ethnicity and health literacy? Diabetes Care. 2006;29(4):823–829.
    1. Sarkar U, Karter AJ, Liu JY, Moffet HH, Adler NE, Schillinger D. Hypoglycemia is more common among type 2 diabetes patients with limited health literacy: The Diabetes Study of Northern California (DISTANCE) Journal of General Internal Medicine. 2010;25(9):962–968.
    1. Sarkar U, Piette JD, Gonzales R, Lessler D, Chew LD, Reilly B, et al. Preferences for self-management support: Findings from a survey of diabetes patients in safety-net health systems. Patient Education and Counseling. 2008;70(1):102–110.
    1. Schillinger D. Literacy and health communication: reversing the ‘inverse care law’. American Journal of Bioethics. 2007;7(11):15–18. discussion W11–12.
    1. Schillinger D, Barton LR, Karter AJ, Wang F, Adler N. Does literacy mediate the relationship between education and health outcomes? A study of a low-income population with diabetes. Public Health Reports. 2006;121(3):245–254.
    1. Schillinger D, Bindman A, Wang F, Stewart A, Piette J. Functional health literacy and the quality of physician-patient communication among diabetes patients. Patient Education and Counseling. 2004;52(3):315–323.
    1. Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, et al. Association of health literacy with diabetes outcomes. Journal of the American Medical Association. 2002;288(4):475–482.
    1. Schillinger D, Piette J, Grumbach K, Wang F, Wilson C, Daher C, et al. Closing the loop: Physician communication with diabetic patients who have low health literacy. Archives of Internal Medicine. 2003;163(1):83–90.
    1. Sudore RL, Mehta KM, Simonsick EM, Harris TB, Newman AB, Satterfield S, et al. Limited literacy in older people and disparities in health and healthcare access. Journal of the American Geriatric Society. 2006;54(5):770–776.
    1. Wallace LS, Cassada DC, Rogers ES, Freeman MB, Grandas OH, Stevens SL, et al. Can screening items identify surgery patients at risk of limited health literacy? Journal of Surgical Research. 2007;140(2):208–213.
    1. Wallace LS, Rogers ES, Roskos SE, Holiday DB, Weiss BD. Brief report: Screening items to identify patients with limited health literacy skills. Journal of General Internal Medicine. 2006;21(8):874–877.
    1. Williams MV, Baker DW, Honig EG, Lee TM, Nowlan A. Inadequate literacy is a barrier to asthma knowledge and self-care. Chest. 1998;114(4):1008–1015.
    1. Williams MV, Baker DW, Parker RM, Nurss JR. Relationship of functional health literacy to patients’ knowledge of their chronic disease. A study of patients with hypertension and diabetes. Archives of Internal Medicine. 1998;158(2):166–172.
    1. Wolf MS, Davis TC, Arozullah A, Penn R, Arnold C, Sugar M, et al. Relation between literacy and HIV treatment knowledge among patients on HAART regimens. AIDS Care. 2005;17(7):863–873.

Source: PubMed

3
Iratkozz fel