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This cohort study compares measures of referral vs receipt in evaluating social resource platform outcomes among patients with health-related social needs.
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Pacientes , Serviço Social , Humanos , Encaminhamento e ConsultaRESUMO
Increased treatment complexity in patients with diabetes contributes to medication nonadherence. Patient portals that are accessible through electronic health records may offer improved patient-provider communication and better medication management in patients with diabetes and uncontrolled hypertension. We conducted a prospective, mixed-methods evaluation of the Duke PillBox application, a SMART-on-FHIR medication management application integrated into the electronic health record patient portal. Adults with active portal status, diabetes, and uncontrolled hypertension participated in a usability/feasibility survey and communicated with a pharmacist via the portal-based application who conducted medication reconciliation and discussed medication indications, side effects, and barriers to use with patients. Of the eligible patients (n = 285), 29 (10%) were interested, and 12 (8%) participated. Challenges to usability were due to the electronic health record-portal communication interface (91%), browser access and compatibility (55%), and persistent lists of unused medications in the electronic health record (27%). The findings of this study suggest that electronic health record-integrated medication applications are desirable as indicated in patient interactions at the outset and conclusion of the study. Persistent challenges included electronic health record integration, interoperability, user interface, and browser connectivity for both patients and providers.
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Diabetes Mellitus , Hipertensão , Adulto , Comunicação , Diabetes Mellitus/tratamento farmacológico , Registros Eletrônicos de Saúde , Estudos de Viabilidade , Humanos , Conduta do Tratamento Medicamentoso , Estudos ProspectivosRESUMO
OBJECTIVE: To quantify health care resource utilization and risk of complications in painful diabetic peripheral neuropathy (pDPN). METHODS: Adult patients diagnosed with diabetes mellitus or diabetic peripheral neuropathy (DPN) were identified in MarketScan from January 2010 to December 2015. Subgroups (pDPN and nonpainful DPN) were based on the use of pain medications 6 months before a new indexed diagnosis and 1 year thereafter. Health care costs were collected for up to 5 years, and complications charted for those with at least 1 and 2 years of follow-up. Complication comparisons were made using χ2 or Fisher exact tests, and a multivariable regression cost model was fit with log link function using generalized estimating equations. RESULTS: Among 360,559 patients with diabetes (62 ± 14 years; 54.3% female), 84,069 (23.3%) developed pDPN, 17,267 (4.8%) experienced nonpainful DPN, and the majority (259,223, 71.9%) were controls with diabetes without neuropathy. At baseline, costs associated with pDPN patients were 20% higher than diabetic controls (95% confidence interval [CI] [1.19, 1.21], p < 0.001), which increased to 31% in the 5th year (95% CI [1.27, 1.34], p < 0.001). Patients with pDPN had 200%, 356%, and 224% of the odds of using opioids, anticonvulsants, and antidepressants, respectively, compared with diabetic controls. The amputation risk in the pDPN subgroup was 16.24 times that of diabetic controls (95% CI [2.15, 122.72], p = 0.0003), and 87% more patients with pDPN experienced lower extremity infections (95% CI [1.43, 2.46], p < 0.0001) within a year. Within 2 years, 2.2% of patients with pDPN had falls and fall-related injuries compared with 1.1% of diabetic controls (p < 0.0001). CONCLUSIONS: Our study characterizes a substantial pDPN cohort in the United States, demonstrating considerable morbidity and economic costs.
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Objective: The use of electronic health records (EHRs) for research has the potential to improve the diagnosis and treatment of disease, yet contact with patients based on results of EHR phenotyping has received little attention. Researchers will almost certainly discover discrepancies in EHRs that call for resolution and, in some cases, raise the ethical dilemma of whether to contact patients about a potentially undiagnosed or untreated health concern. The objective of this study was to explore patients' attitudes and opinions about potential contact by researchers who have had access to their EHRs. Materials and methods: We conducted 15 focus groups in four diverse counties in the southeastern United States. We designed vignettes to describe different situations in which researchers conducting a hypothetical study might have reason to consider contact with patients. Results: Many patients believed it was important for researchers to take action if they discovered information suggesting a current serious health concern. Relaying the information through patients' physicians was considered the most appropriate course of action. Across vignettes, there were significant differences between urban and rural sites. Discussion and conclusions: Researchers may increasingly encounter situations involving contact with patients following EHR phenotyping. They should carefully consider the possibility of such contact when planning their studies, including the time and expertise needed to adjudicate potentially serious discrepancies. Our focus group results are one source of input for the development of ethical approaches to the research use of EHRs.
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Atitude Frente a Saúde , Registros Eletrônicos de Saúde , Disseminação de Informação , Pacientes , Pesquisadores , Relações Pesquisador-Sujeito , Adolescente , Adulto , Idoso , Registros Eletrônicos de Saúde/ética , Feminino , Grupos Focais , Humanos , Masculino , Pessoa de Meia-Idade , Relações Médico-Paciente , Pesquisadores/ética , Fatores Socioeconômicos , Estados Unidos , Adulto JovemRESUMO
AIMS: Type 2 diabetes mellitus imposes significant burdens on patients and health care systems. Population-level interventions are being implemented to reach large numbers of patients at risk of or diagnosed with diabetes. We describe a population-based evaluation of the Southeastern Diabetes Initiative (SEDI) from the perspective of a payer, the Centers for Medicare & Medicaid Services (CMS). The purpose of this paper is to describe the population-based evaluation approach of the SEDI intervention from a Medicare utilization and cost perspective. METHODS: We measured associations between the SEDI intervention and receipt of diabetes screening (i.e., HbA1c test, eye exam, lipid profile), health care resource use, and costs among intervention enrollees, compared with a control cohort of Medicare beneficiaries in geographically adjacent counties. RESULTS: The intervention cohort had slightly lower 1-year screening in 2 of 3 domains (4% for HbA1c; 9% for lipid profiles) in the post-intervention period, compared with the control cohort. The SEDI intervention cohort did not have different Medicare utilization or total Medicare costs in the post-intervention period from surrounding control counties. CONCLUSIONS: Our analytic approach may be useful to others evaluating CMS demonstration projects in which population-level health is targeted for improvement in a well-defined clinical population.
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Centers for Medicare and Medicaid Services, U.S./economia , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/economia , Custos de Cuidados de Saúde , Recursos em Saúde/economia , Programas de Rastreamento/economia , Medicare/economia , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Análise Custo-Benefício , Diabetes Mellitus Tipo 2/epidemiologia , Diabetes Mellitus Tipo 2/terapia , Técnicas de Diagnóstico Oftalmológico/economia , Feminino , Hemoglobinas Glicadas/análise , Humanos , Lipídeos/sangue , Masculino , Programas de Rastreamento/métodos , Valor Preditivo dos Testes , Prevalência , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: The Affordable Care Act encourages healthcare systems to integrate behavioral and medical healthcare, as well as to employ electronic health records (EHRs) for health information exchange and quality improvement. Pragmatic research paradigms that employ EHRs in research are needed to produce clinical evidence in real-world medical settings for informing learning healthcare systems. Adults with comorbid diabetes and substance use disorders (SUDs) tend to use costly inpatient treatments; however, there is a lack of empirical data on implementing behavioral healthcare to reduce health risk in adults with high-risk diabetes. Given the complexity of high-risk patients' medical problems and the cost of conducting randomized trials, a feasibility project is warranted to guide practical study designs. METHODS: We describe the study design, which explores the feasibility of implementing substance use Screening, Brief Intervention, and Referral to Treatment (SBIRT) among adults with high-risk type 2 diabetes mellitus (T2DM) within a home-based primary care setting. Our study includes the development of an integrated EHR datamart to identify eligible patients and collect diabetes healthcare data, and the use of a geographic health information system to understand the social context in patients' communities. Analysis will examine recruitment, proportion of patients receiving brief intervention and/or referrals, substance use, SUD treatment use, diabetes outcomes, and retention. DISCUSSION: By capitalizing on an existing T2DM project that uses home-based primary care, our study results will provide timely clinical information to inform the designs and implementation of future SBIRT studies among adults with multiple medical conditions.