Social Determinants of Health and Diabetes-Related Distress in Patients With Insulin-Dependent Type 2 Diabetes: Cross-sectional, Mixed Methods Approach

Natalie K Levy, Agnes Park, Daniela Solis, Lu Hu, Aisha T Langford, Binhuan Wang, Erin S Rogers, Natalie K Levy, Agnes Park, Daniela Solis, Lu Hu, Aisha T Langford, Binhuan Wang, Erin S Rogers

Abstract

Background: Social determinants of health (SDOH) refer to the social, economic, and psychosocial conditions that influence health. Lower levels of SDOH factors including income, education, and employment are associated with a higher prevalence of diabetes, poorer glycemic control, and increased diabetes-related mortality. Few studies have conducted a comprehensive evaluation of multiple SDOH factors in a population with type 2 diabetes mellitus (T2DM).

Objective: This study aimed to identify the range of SDOH challenges-including diabetes-related distress-that impact patients with insulin-dependent diabetes at an urban safety-net clinic using the 5-domain SDOH framework developed by the Healthy People 2020 initiative.

Methods: The pilot study used a cross-sectional, mixed methods approach. Participants were recruited from 3 programs within a general internal medicine clinic that provides ambulatory care for patients with uncontrolled T2DM. We administered an investigator-developed SDOH survey based on the Healthy People 2020 framework and the validated Diabetes Distress Scale (DDS), which assesses 4 domains of diabetes-related distress. One-on-one interviews were conducted to gain in-depth information about challenges.

Results: In total, 57 participants had an average hemoglobin A1c level of 11.0% (SD 2.6%). Overall, 92% (52/57) of participants had a barrier in at least one SDOH domain. SDOH challenges were most commonly reported in the domain of Health and Health Care (84%, 48/57), followed by Economic Stability (54%, n=31), Neighborhood and Built Environment (53%, n=30), Education and Health Literacy (47%, n=27), and Social and Community context (37%, n=21). The mean overall DDS score was 2.09 (SD 0.84), where scores of ≥2 indicate distress. Further, 79% (45/57) of participants had at least moderate diabetes-related distress in one of the 4 DDS domains. General themes that emerged from participant interviews included job interference with healthy behaviors, concerns about burdening others, challenges communicating with providers, and difficulty getting appointments in a timely manner.

Conclusions: We found high levels of SDOH barriers across all 5 domains of the Center for Disease Control and Prevention's Healthy People 2020 framework, including significant levels of diabetes-related distress. Future programs to address SDOH barriers in patients with uncontrolled insulin-dependent diabetes should consider screening for and focusing on a wide range of challenges.

Keywords: HbA1c; T2DM; ambulatory care; barrier; cross sectional; diabetes; diabetes-related distress; diabetic; distress; epidemiology; health care; healthcare; income; insulin; social determinants of health; socioeconomic; type 2 diabetes.

Conflict of interest statement

Conflicts of Interest: None declared.

©Natalie K Levy, Agnes Park, Daniela Solis, Lu Hu, Aisha T Langford, Binhuan Wang, Erin S Rogers. Originally published in JMIR Formative Research (https://formative.jmir.org), 12.10.2022.

References

    1. The Vision, Mission, and Goals of Healthy People 2020. Healthy People. [2022-08-15]. .
    1. Asuzu CC, Walker RJ, Williams JS, Egede LE. Pathways for the relationship between diabetes distress, depression, fatalism and glycemic control in adults with type 2 diabetes. J Diabetes Complications. 2017 Jan;31(1):169–174. doi: 10.1016/j.jdiacomp.2016.09.013. S1056-8727(16)30635-3
    1. Closing the gap in a generation: health equity through action on the social determinants of health - Final report of the commission on social determinants of health. World Health Organization. 2008. Aug 27, [2022-08-15]. .
    1. Fair Society, Healthy Lives: The Marmot Review. Strategic Review of Health Inequalities in England post-2010. [2022-08-15]. .
    1. Statistics About Diabetes. American Diabetes Association. [2022-08-15].
    1. Diabetes and Prediabetes. Centers for Disease Control and Prevention. [2022-08-15]. .
    1. Singh GK, Daus GP, Allender M, Ramey CT, Martin EK, Perry C, Reyes AADL, Vedamuthu IP. Social Determinants of Health in the United States: Addressing Major Health Inequality Trends for the Nation, 1935-2016. Int J MCH AIDS. 2017;6(2):139–164. doi: 10.21106/ijma.236. IJMA-6-139
    1. Saydah S, Lochner K. Socioeconomic status and risk of diabetes-related mortality in the U.S. Public Health Rep. 2010;125(3):377–388. doi: 10.1177/003335491012500306.
    1. Walker RJ, Gebregziabher M, Martin-Harris B, Egede LE. Independent effects of socioeconomic and psychological social determinants of health on self-care and outcomes in Type 2 diabetes. Gen Hosp Psychiatry. 2014;36(6):662–668. doi: 10.1016/j.genhosppsych.2014.06.011. S0163-8343(14)00166-2
    1. Mayberry LS, Osborn CY. Family support, medication adherence, and glycemic control among adults with type 2 diabetes. Diabetes Care. 2012 Jun;35(6):1239–1245. doi: 10.2337/dc11-2103. dc11-2103
    1. Reynolds DB, Walker RJ, Campbell JA, Egede LE. Differential effect of race, education, gender, and language discrimination on glycemic control in adults with type 2 diabetes. Diabetes Technol Ther. 2015 Apr;17(4):243–247. doi: 10.1089/dia.2014.0285.
    1. Walker RJ, Smalls BL, Campbell JA, Strom Williams JL, Egede LE. Impact of social determinants of health on outcomes for type 2 diabetes: a systematic review. Endocrine. 2014 Sep;47(1):29–48. doi: 10.1007/s12020-014-0195-0.
    1. Clark ML, Utz SW. Social determinants of type 2 diabetes and health in the United States. World J Diabetes. 2014 Jun 15;5(3):296–304. doi: 10.4239/wjd.v5.i3.296.
    1. Brady E, Bridges K, Murray M, Cheng H, Liu B, He J, Woodward J. Relationship between a comprehensive social determinants of health screening and type 2 diabetes mellitus. Prev Med Rep. 2021 Sep;23:101465. doi: 10.1016/j.pmedr.2021.101465. S2211-3355(21)00155-8
    1. Hill-Briggs F, Adler NE, Berkowitz SA, Chin MH, Gary-Webb TL, Navas-Acien A, Thornton PL, Haire-Joshu D. Social Determinants of Health and Diabetes: A Scientific Review. Diabetes Care. 2020 Nov 02; doi: 10.2337/dci20-0053. dci20-0053
    1. Marmot M. Social determinants of health inequalities. Lancet. 2005;365(9464):1099–1104. doi: 10.1016/S0140-6736(05)71146-6.S0140-6736(05)71146-6
    1. Fisher L, Skaff MM, Mullan JT, Arean P, Glasgow R, Masharani U. A longitudinal study of affective and anxiety disorders, depressive affect and diabetes distress in adults with Type 2 diabetes. Diabet Med. 2008 Sep;25(9):1096–1101. doi: 10.1111/j.1464-5491.2008.02533.x. DME2533
    1. Aljuaid MO, Almutairi AM, Assiri MA, Almalki DM, Alswat K. Diabetes-Related Distress Assessment among Type 2 Diabetes Patients. J Diabetes Res. 2018;2018:7328128. doi: 10.1155/2018/7328128. doi: 10.1155/2018/7328128.
    1. Aikens JE. Prospective associations between emotional distress and poor outcomes in type 2 diabetes. Diabetes Care. 2012 Dec;35(12):2472–2478. doi: 10.2337/dc12-0181. dc12-0181
    1. Delahanty LM, Grant RW, Wittenberg E, Bosch JL, Wexler DJ, Cagliero E, Meigs JB. Association of diabetes-related emotional distress with diabetes treatment in primary care patients with Type 2 diabetes. Diabet Med. 2007 Jan;24(1):48–54. doi: 10.1111/j.1464-5491.2007.02028.x.DME2028
    1. Fisher L, Mullan JT, Arean P, Glasgow RE, Hessler D, Masharani U. Diabetes distress but not clinical depression or depressive symptoms is associated with glycemic control in both cross-sectional and longitudinal analyses. Diabetes Care. 2010 Jan;33(1):23–28. doi: 10.2337/dc09-1238. dc09-1238
    1. Chew BH, Vos RC, Metzendorf M, Scholten RJ, Rutten GE. Psychological interventions for diabetes-related distress in adults with type 2 diabetes mellitus. Cochrane Database Syst Rev. 2017 Sep 27;9:CD011469. doi: 10.1002/14651858.CD011469.pub2.
    1. NYC Health + Hospitals. Bellevue. The City of New York. [2022-08-15]. .
    1. Levy N, Moynihan V, Nilo A, Singer K, Bernik LS, Etiebet M, Fang Y, Cho J, Natarajan S. The Mobile Insulin Titration Intervention (MITI) for Insulin Glargine Titration in an Urban, Low-Income Population: Randomized Controlled Trial Protocol. JMIR Res Protoc. 2015 Mar 13;4(1):e31. doi: 10.2196/resprot.4206. v4i1e31
    1. Levy N, Moynihan V, Nilo A, Singer K, Bernik LS, Etiebet M, Fang Y, Cho J, Natarajan S. The Mobile Insulin Titration Intervention (MITI) for Insulin Adjustment in an Urban, Low-Income Population: Randomized Controlled Trial. J Med Internet Res. 2015 Jul 17;17(7):e180. doi: 10.2196/jmir.4716. v17i7e180
    1. Levy NK, Orzeck-Byrnes NA, Aidasani SR, Moloney DN, Nguyen LH, Park A, Hu L, Langford AT, Wang B, Sevick MA, Rogers ES. Transition of a Text-Based Insulin Titration Program From a Randomized Controlled Trial Into Real-World Settings: Implementation Study. J Med Internet Res. 2018 Mar 19;20(3):e93. doi: 10.2196/jmir.9515. v20i3e93
    1. PRAPARE®: Protocol for Responding to and Assessing Patient Assets, Risks, and Experiences. [2022-08-15]. .
    1. Bastani R. Dictionary of Marketing Communications. Thousand Oaks, CA: Sage Publications; 2004. Informed Decision Making; p. 99.
    1. National Health Interview Survey 1997-2018. National Center for Health Statistics. Centers for Disease Control and Prevention. [2022-08-15]. .
    1. Tools to face the psychological demands of diabetes. Behavioral Diabetes Institute. [2022-08-15]. .
    1. Polonsky WH, Fisher L, Earles J, Dudl RJ, Lees J, Mullan J, Jackson RA. Assessing psychosocial distress in diabetes: development of the diabetes distress scale. Diabetes Care. 2005 Mar;28(3):626–631. doi: 10.2337/diacare.28.3.626.28/3/626
    1. Fisher L, Mullan JT, Skaff MM, Glasgow RE, Arean P, Hessler D. Predicting diabetes distress in patients with Type 2 diabetes: a longitudinal study. Diabet Med. 2009 Jun;26(6):622–627. doi: 10.1111/j.1464-5491.2009.02730.x. DME2730
    1. Chew B, Vos R, Mohd-Sidik S, Rutten GEHM. Diabetes-Related Distress, Depression and Distress-Depression among Adults with Type 2 Diabetes Mellitus in Malaysia. PLoS One. 2016;11(3):e0152095. doi: 10.1371/journal.pone.0152095. PONE-D-15-24483
    1. Stoop CH, Nefs G, Pop VJ, Wijnands-van Gent CJM, Tack CJ, Geelhoed-Duijvestijn PHLM, Diamant M, Snoek FJ, Pouwer F. Diabetes-specific emotional distress in people with Type 2 diabetes: a comparison between primary and secondary care. Diabet Med. 2014 Oct;31(10):1252–1259. doi: 10.1111/dme.12472.
    1. Karlsen B, Oftedal B, Bru E. The relationship between clinical indicators, coping styles, perceived support and diabetes-related distress among adults with type 2 diabetes. J Adv Nurs. 2012 Feb;68(2):391–401. doi: 10.1111/j.1365-2648.2011.05751.x.
    1. Browne JL, Scibilia R, Speight J. The needs, concerns, and characteristics of younger Australian adults with Type 2 diabetes. Diabet Med. 2013 May;30(5):620–626. doi: 10.1111/dme.12078.
    1. Nanayakkara N, Pease A, Ranasinha S, Wischer N, Andrikopoulos S, Speight J, de Courten B, Zoungas S. Depression and diabetes distress in adults with type 2 diabetes: results from the Australian National Diabetes Audit (ANDA) 2016. Sci Rep. 2018 May 18;8(1):7846. doi: 10.1038/s41598-018-26138-5. doi: 10.1038/s41598-018-26138-5.10.1038/s41598-018-26138-5
    1. Wexler DJ. Patient education: Type 2 diabetes: Insulin treatment (Beyond the Basics) UpToDate. 2022. [2022-08-15]. .
    1. The Accountable Health Communities Health-Related Social Needs Screening Tool. Centers for Medicare & Medicaid Services. [2022-08-15]. .
    1. The Health Leads Screening Toolkit. Health Leads. 2018. Sep 17, [2022-08-15].

Source: PubMed

3
Subskrybuj