Charles Senteio1, Julia Adler-Milstein2, Caroline Richardson3, Tiffany Veinot4. 1. Department of Library and Information Science, Rutgers School of Communication and Information, New Brunswick, New Jersey, USA. 2. Department of Medicine, University of California San Francisco, San Francisco, California USA. 3. Department of Family Medicine, University of Michigan Medical School, Ann Arbor, Michigan USA. 4. School of Information, School of Public Health, University of Michigan, Ann Arbor, Michigan USA.
Abstract
OBJECTIVE: There are increasing efforts to capture psychosocial information in outpatient care in order to enhance health equity. To advance clinical decision support systems (CDSS), this study investigated which psychosocial information clinicians value, who values it, and when and how clinicians use this information for clinical decision-making in outpatient type 2 diabetes care. MATERIALS AND METHODS: This mixed methods study involved physician interviews (n = 17) and a survey of physicians, nurse practitioners (NPs), and diabetes educators (n = 198). We used the grounded theory approach to analyze interview data and descriptive statistics and tests of difference by clinician type for survey data. RESULTS: Participants viewed financial strain, mental health status, and life stressors as most important. NPs and diabetes educators perceived psychosocial information to be more important, and used it significantly more often for 1 decision, than did physicians. While some clinicians always used psychosocial information, others did so when patients were not doing well. Physicians used psychosocial information to judge patient capabilities, understanding, and needs; this informed assessment of the risks and the feasibility of options and patient needs. These assessments influenced 4 key clinical decisions. DISCUSSION: Triggers for psychosocially informed CDSS should include psychosocial screening results, new or newly diagnosed patients, and changes in patient status. CDSS should support cost-sensitive medication prescribing, and psychosocially based assessment of hypoglycemia risk. Electronic health records should capture rationales for care that do not conform to guidelines for panel management. NPs and diabetes educators are key stakeholders in psychosocially informed CDSS. CONCLUSION: Findings highlight opportunities for psychosocially informed CDSS-a vital next step for improving health equity.
OBJECTIVE: There are increasing efforts to capture psychosocial information in outpatient care in order to enhance health equity. To advance clinical decision support systems (CDSS), this study investigated which psychosocial information clinicians value, who values it, and when and how clinicians use this information for clinical decision-making in outpatient type 2 diabetes care. MATERIALS AND METHODS: This mixed methods study involved physician interviews (n = 17) and a survey of physicians, nurse practitioners (NPs), and diabetes educators (n = 198). We used the grounded theory approach to analyze interview data and descriptive statistics and tests of difference by clinician type for survey data. RESULTS:Participants viewed financial strain, mental health status, and life stressors as most important. NPs and diabetes educators perceived psychosocial information to be more important, and used it significantly more often for 1 decision, than did physicians. While some clinicians always used psychosocial information, others did so when patients were not doing well. Physicians used psychosocial information to judge patient capabilities, understanding, and needs; this informed assessment of the risks and the feasibility of options and patient needs. These assessments influenced 4 key clinical decisions. DISCUSSION: Triggers for psychosocially informed CDSS should include psychosocial screening results, new or newly diagnosed patients, and changes in patient status. CDSS should support cost-sensitive medication prescribing, and psychosocially based assessment of hypoglycemia risk. Electronic health records should capture rationales for care that do not conform to guidelines for panel management. NPs and diabetes educators are key stakeholders in psychosocially informed CDSS. CONCLUSION: Findings highlight opportunities for psychosocially informed CDSS-a vital next step for improving health equity.
Authors: E J Brunner; M Kivimäki; J Siegrist; T Theorell; R Luukkonen; H Riihimäki; J Vahtera; J Kirjonen; P Leino-Arjas Journal: J Epidemiol Community Health Date: 2004-12 Impact factor: 3.710
Authors: Tiffany C Veinot; Jessica S Ancker; Heather Cole-Lewis; Elizabeth D Mynatt; Andrea G Parker; Katie A Siek; Lena Mamykina Journal: Med Care Date: 2019-06 Impact factor: 2.983
Authors: Richard W Grant; Deborah J Wexler; Alice J Watson; William T Lester; Enrico Cagliero; Eric G Campbell; David M Nathan Journal: Diabetes Care Date: 2007-03-02 Impact factor: 19.112
Authors: Jarrod E Dalton; Adam T Perzynski; David A Zidar; Michael B Rothberg; Claudia J Coulton; Alex T Milinovich; Douglas Einstadter; James K Karichu; Neal V Dawson Journal: Ann Intern Med Date: 2017-08-29 Impact factor: 25.391
Authors: Paul R Conlin; Jeffrey Colburn; David Aron; Rose Mary Pries; Mark P Tschanz; Leonard Pogach Journal: Ann Intern Med Date: 2017-10-24 Impact factor: 25.391
Authors: Cinderella K Cardol; Karin Boslooper-Meulenbelt; Henriët van Middendorp; Yvette Meuleman; Andrea W M Evers; Sandra van Dijk Journal: BMC Nephrol Date: 2022-06-11 Impact factor: 2.585
Authors: Camila Almeida de Oliveira; Bernardete Weber; Jair Lício Ferreira Dos Santos; Miriane Lucindo Zucoloto; Lisa Laredo de Camargo; Ana Carolina Guidorizzi Zanetti; Magdalena Rzewuska; João Mazzoncini de Azevedo-Marques Journal: PLoS One Date: 2022-02-18 Impact factor: 3.240
Authors: Cinderella K Cardol; Judith Tommel; Henriët van Middendorp; Yvette Ciere; Jacob K Sont; Andrea W M Evers; Sandra van Dijk Journal: Int J Environ Res Public Health Date: 2021-03-23 Impact factor: 3.390
Authors: Karalyn A Kiessling; Bradley E Iott; Jessica A Pater; Tammy R Toscos; Shauna R Wagner; Laura M Gottlieb; Tiffany C Veinot Journal: JAMIA Open Date: 2022-02-24