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125 result(s) for "Patel, Minal R."
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Understanding financial hardship in families of people living with dementia: Protocol for a scoping review to identify subjective self-report measures that evaluate financial hardship
Financial hardship (including financial stress, financial strain, asset depletion, and financial toxicity) is a highly relevant construct among the 6.9 million people living with Alzheimer's disease and related dementias (ADRD) in the United States and their family networks. This scoping review will identify existing measures and approaches for capturing financial strain among these families. This scoping review will be reported in accordance with PRISMA-ScR guidelines. Searches will be conducted in Embase (Embase.com), Medline (Ovid), CINAHLComplete (EbscoHost), AgeLine (EbscoHost), APA PsycInfo (EbscoHost), Scopus, and Web of Science Core Collection databases to identify tools, measures, or approaches for measuring self-reported financial hardship among family members of people living with ADRD. Data elements from both the National Health and Aging Trends Study and the associated National Study of Caregiving will also be considered. Two independent raters will screen the search results and discrepancies with be resolved by a third rater. Extraction will include the use of artificial intelligence-based software and verification by an independent human rater; any changes that are made to the AI-generated extraction will be reviewed by a second independent rater. A frequency analysis will be conducted to analyze the data, and a summary of the psychometric properties of each of the identified measures will be presented. The findings from this review will be disseminated through peer-reviewed publications and conference presentations. Ultimately, this work will inform the development of a new patient-reported outcome measurement system designed to provide a comprehensive assessment of the different aspects of financial hardship for families of people living with ADRD. In accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Protocols (PRISMA-P), the following protocol was registered via https://osf.io on March 14, 2025 (registration DOI: https://doi.org/10.17605/OSF.IO/J26KT).
Financial Toxicity in Diabetes: The State of What We Know
Purpose of Review This systematic examination quantifies financial toxicity- the economic burden and related financial distress experienced by patients due to medical costs- in diabetes management globally, analyzing prevalence, mechanisms, and interventions across diverse healthcare systems and geographic contexts. Recent Findings Data indicates 30–60% of diabetes patients experience financial toxicity, with household expenditures ranging from 5 to 40% of income on disease management, and demographic disparities evident. Current intervention strategies demonstrate limited efficacy, particularly in resource-constrained settings, while policy approaches show mixed results across economic contexts. Summary Financial toxicity operates through four identified pathways: direct expenses, indirect costs (productivity/caregiver burden), insurance coverage limitations, and structural access barriers. Research priorities include developing validated measurement instruments for diabetes financial toxicity, implementing contextually appropriate interventions, and establishing causative relationships between financial burden and clinical outcomes through longitudinal studies.
Social Determinants of Poor Management of Type 2 Diabetes Among the Insured
Purpose of ReviewEven with insurance coverage increasing over time among the population with diabetes, a large proportion continues to have poorly controlled disease. The purpose of this narrative literature review is to describe the social determinants of poor management of type 2 diabetes among the insured population and illustrate drivers of poor outcomes beyond insurance coverage.Recent FindingsDespite the provision of health insurance, social determinants play a significant role in shaping diabetes outcomes, especially for economic instability (employment, out-of-pocket expenses associated with diabetes management), food insecurity, education and literacy, access to quality health care (health systems designed to effectively manage chronic disease), neighborhood and the built environment (segregated neighborhoods, socioeconomic conditions of communities, housing), and social and community context (discrimination, social support).SummaryMultiple social determinants shape poor diabetes outcomes among the insured. These determinants are now being further exacerbated by the COVID-19 pandemic, which has created the worst economic crisis for US families since the Great Depression. The evidence of this review points to the imperative need for more multilevel intervention approaches to address these determinants in the management of diabetes.
Clinically meaningful classes of financial toxicity for patients with diabetes
Aims This study aims to improve the interpretability and clinical utility of the COmprehensive Score for financial Toxicity-Functional Assessment of Chronic Illness Therapy (COST-FACIT) by identifying distinct financial toxicity classes in adults with diabetes. Methods Data included a sample of 600 adults with Type 1 or Type 2 diabetes and high A1c. Latent Class Analysis was used to identify subgroups of patients based on COST-FACIT score patterns. Results We identified 3 financial toxicity classes (high, medium and low) with strong indicators of membership classification. Multiple indicators of financial stress, maladaptive cost-coping behaviors, more comorbidities, more prescribed medications, more diabetes distress, more depressive symptoms, closer to the federal poverty level, female, having lower educational attainment and being single were all significant predictors of high financial toxicity class membership. A score of 26 on the COST-FACIT was the strongest threshold for sorting high vs. medium/low financial toxicity, with a positive predictive value (PPV) of 76% and negative predictive value (NPV) of 93%. Conclusion The COST-FACIT can be used to reliably identify people with diabetes that have high financial toxicity. Integrating this new cut-score into clinical practice may help clinical teams identify people in need of additional support due to financial toxicity.
Longitudinal trends in enrollees’ employment and student status after Medicaid expansion
Background Medicaid community engagement requirements previously received federal approval in 12 states, despite limited data on their impact on enrollees’ employment-related activities. Our objective was to assess longitudinal changes in enrollees’ employment and student status after implementation of Michigan’s Medicaid expansion. Methods Longitudinal telephone survey of Michigan Medicaid expansion enrollees in 2016 (response rate [RR] = 53.7%), 2017 (RR = 83.4%), and 2018 ( N  = 2,608, RR = 89.4%) serially assessing self-reported employment or student status. Survey responses were benchmarked against statewide changes in assessed similar low-income adults in the U.S. Census Bureau Current Population Survey. We used mixed models with individual random effects to assess changes in the proportion of enrollees who were employed or students by year. Results Most respondents had incomes < 100% FPL (61.7% with 0–35% of the federal poverty level [FPL], 22.9% with 36–99% FPL, and 15.4% with 100–133% FPL), 89.3% had at least a high school diploma/equivalent, and they ranged in age (39.6% age 19–34, 34.5% age 35–50, 25.9% age 51–64). Employment or student status increased significantly among Michigan Medicaid expansion respondents, from 54.5% in 2016 to 61.4% in 2018 ( P  < 0.001), including among those with a chronic condition (47.8% to 53.8%, P  < 0.001) or mental health/substance use disorder (48.5% to 56.0%, P  < 0.001). In contrast, the statewide proportion of low-income non-elderly adults who were employed or students did not change significantly (from 42.7% in 2016 to 46.0% in 2018, P  = 0.57). Conclusions Medicaid expansion, absent a community engagement requirement, was associated with increased employment and related activities. The role of Medicaid in providing safety-net coverage to individuals during times of economic stress is likely to grow.
Social Determinants of Health, Cost-related Nonadherence, and Cost-reducing Behaviors Among Adults With Diabetes
BACKGROUND:Cost-related nonadherence (CRN) is prevalent among individuals with diabetes and can have significant negative health consequences. We examined health-related and non–health-related pressures and the use of cost-reducing strategies among the US adult population with and without diabetes that may impact CRN. METHODS:Data from the 2013 wave of National Health Interview Survey (n=34,557) were used to identify the independent impact of perceived financial stress, financial insecurity with health care, food insecurity, and cost-reducing strategies on CRN. RESULTS:Overall, 11% (n=4158) of adults reported diabetes; 14% with diabetes reported CRN, compared with 7% without diabetes. Greater perceived financial stress [prevalence ratio (PR)=1.07; 95% confidence interval (CI), 1.05–1.09], financial insecurity with health care (PR=1.6; 95% CI, 1.5–1.67), and food insecurity (PR=1.30; 95% CI, 1.2–1.4) were all associated with a greater likelihood of CRN. Asking the doctor for a lower cost medication was associated with a lower likelihood of CRN (PR=0.2; 95% CI, 0.2–0.3), and 27% with CRN reported this. Other cost-reducing behavioral strategies (using alternative therapies, buying prescriptions overseas) were associated with a greater likelihood of CRN. CONCLUSIONS:Half of the adults with diabetes perceived financial stress, and one fifth reported financial insecurity with health care and food insecurity. Talking to a health care provider about low-cost options may be protective against CRN in some situations. Improving screening and communication to identify CRN and increase transparency of low-cost options patients are pursuing may help safeguard from the health consequences of cutting back on treatment.
Rural Michigan Farmers’ Health Concerns and Experiences: A Focus Group Study
Objectives: Rural residents comprise approximately 15% of the United States population. They face challenges in accessing and using a health care system that is not structured to meet their unique needs. It is important to understand rural residents’ perceptions of health and experiences interacting with the health care system to identify gaps in care. Methods: Our team conducted focus groups with members of the Michigan Farm Bureau during their 2019 Annual Meeting. Topics explored included resources to manage health, barriers to virtual health care services, and desired changes to localized healthcare delivery. Surveys were used to capture demographic and internet access information. Conclusion: Analysis included data from 2 focus groups (n = 14). Participants represented a wide age range and a variety of Michigan counties. The majority were full-time farm owners with most—93% (n = 13)—reporting they had access to the internet in their homes and 86% (n = 12) reporting that their cellphones had internet capabilities. Participants identified challenges and opportunities in 4 categories: formal health care; health and well-being supports; health insurance experiences; and virtual health care. Conclusion: The findings from this study provide a useful framework for developing interventions to address the specific needs of rural farming residents. Despite the expressed challenges in access and use of health care services and resources, participants remained hopeful that innovative approaches, such as virtual health platforms, can address existing gaps in care. The study findings should inform the design and evaluation of interventions to address rural health disparities.
Solutions to Address Diabetes-Related Financial Burden and Cost-Related Nonadherence
Background. Cost-related nonadherence (CRN) to recommended self-management behaviors among adults with chronic conditions such as diabetes is prevalent. Few behavioral interventions to mitigate CRN have been tested and evaluated. Aims. We developed a financial burden resource tool and examined its acceptability and the preliminary effects on patient-centered outcomes among adults with diabetes or prediabetes seen in a clinical setting. Method. We report a pre–post one-group design pilot study. From an endocrinology clinic, we recruited 104 adults with diabetes who reported financial burdens with their diabetes management or engaged in CRN behaviors. We offered participants the financial burden resource tool we developed, which provided tailored, low-cost resource options for diabetes management and other social needs. Acceptability and self-reported outcomes were assessed 2 months after use of the tool. Results. Mean age of participants was 50.5 years (SD = 15.3). Participants found the tool highly acceptable across 15 indicators (e.g., 93% “learned a lot,” 98% “topics relevant” 95% “applicable to their lives,” 98% “liked the information”). Significant improvements between baseline and 2-month follow-up were observed for discussion of cost concerns with nurses (19% to 29%, p < .05) and pharmacists (13% to 25.5%, p < .01), not skipping doses of medicines due to cost (11% to 4%, p < .03), and financial management (33.83 to 39.62, p < .007). There were no significant changes in perception of financial burden. Conclusion. A financial burden resource tool is highly acceptable to patients, is easy to administer, and can prompt behavior change. This pilot study supports the need for well-powered trials with longer follow-up to further evaluate the effectiveness of such tools in improving CRN and key outcomes.
A Randomized Controlled Trial to Improve Unmet Social Needs and Clinical Outcomes Among Adults with Diabetes
Adults with type 1 or type 2 diabetes often face financial challenges and other unmet social needs to effective diabetes self-management. Whether a digital intervention focused on addressing socioeconomic determinants of health improves diabetes clinical outcomes more than usual care. Randomized trial from 2019 to 2023. A total of 600 adults with diabetes, HbA1c ≥ 7.5%, and self-reported unmet social needs or financial burden from a health system and randomized to the intervention or standard care. CareAvenue is an automated, e-health intervention with eight videos that address unmet social needs contributing to poor outcomes. Primary outcome was HbA1c, measured at baseline, and 6 and 12 months after randomization. Secondary outcomes included systolic blood pressure and reported met social needs, cost-related non-adherence (CRN), and financial burden. We examined main effects and variation in effects across predefined subgroups. Seventy-eight percent of CareAvenue participants completed one or more modules of the website. At 12-month follow-up, there were no significant differences in HbA1c changes between CareAvenue and control group (p = 0.24). There were also no significant between-group differences in systolic blood pressure (p = 0.29), met social needs (p = 0.25), CRN (p = 0.18), and perceived financial burden (p = 0.31). In subgroup analyses, participants with household incomes 100-400% FPL (1.93 (SE = 0.76), p < 0.01), 201-400% FPL (1.30 (SE = 0.62), p < 0.04), and > 400% FPL (1.27 (SE = 0.64), p < 0.05) had significantly less A1c decreases compared to the control group. On average, CareAvenue participants did not achieve better A1c lowering, met needs, CRN, or perceived financial burden compared to control participants. CareAvenue participants with higher incomes achieved significantly less A1c reductions than control. Further research is needed on social needs interventions that consider tailored approaches to population subgroups. ClinicalTrials.gov ID NCT03950973, May 2019.