Ambulatory Care Fragmentation and Total Health Care Costs.

BACKGROUND: The magnitude of the relationship between ambulatory care fragmentation and subsequent total health care costs is unclear. OBJECTIVE: To determine the association between ambulatory care fragmentation and total health care costs. RESEARCH DESIGN: Longitudinal analysis of 15 years of data (2004-2018) from the national Reasons for Geographic and Racial Differences in Stroke (REGARDS) study, linked to Medicare fee-for-service claims. SUBJECTS: A total of 13,680 Medicare beneficiaries who are 65 years and older. MEASURES: We measured ambulatory care fragmentation in each calendar year, defining high fragmentation as a reversed Bice-Boxerman Index ≥0.85 and low as <0.85. We used generalized linear models to determine the association between ambulatory care fragmentation in 1 year and total Medicare expenditures (costs) in the following year, adjusting for baseline demographic and clinical characteristics, a time-varying comorbidity index, and accounting for geographic variation in reimbursement and inflation. RESULTS: The average participant was 70.9 years old; approximately half (53%) were women. One-fourth (26%) of participants had high fragmentation in the first year of observation. Those participants had a median of 9 visits to 6 providers, with the most frequently seen provider accounting for 29% of visits. By contrast, participants with low fragmentation had a median of 8 visits to 3 providers, with the most frequently seen provider accounting for 50% of visits. High fragmentation was associated with $1085 more in total adjusted costs per person per year (95% CI $713 to $1457) than low fragmentation. CONCLUSIONS: Highly fragmented ambulatory care in 1 year is independently associated with higher total costs the following year.

Allostatic load and incident heart failure in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study.

BACKGROUND: Allostatic load (AL) is the physiologic "wear and tear" on the body from stress. Yet, despite stress being implicated in the development heart failure (HF), it is unknown whether AL is associated with incident HF events. METHODS: We examined 16,765 participants without HF at baseline from the REasons for Geographic and Racial Differences in Stroke (REGARDS) cohort. The main exposure was AL score quartile. AL was determined according to 11 physiologic parameters, whereby each parameter was assigned points (0-3) based on quartiles within the sample, and points were summed to create a total AL score ranging from 0-33. The outcome was incident HF event. We examined the association between AL quartile (Q1-Q4) and incident HF events using Cox proportional hazards models, adjusted for demographics, socioeconomic factors, and lifestyle. RESULTS: The mean age was 64 ± 9.6 years, 61.5% were women, and 38.7% were Black participants. Over a median follow up of 11.4 years, we observed 750 incident HF events (635 HF hospitalizations and 115 HF deaths). Compared to the lowest AL quartile (Q1), the fully adjusted hazards of an incident HF event increased in a graded fashion: Q2 HR 1.49 95% CI 1.12-1.98; Q3 HR 2.47 95% CI 1.89-3.23; Q4 HR 4.28 95% CI 3.28-5.59. The HRs for incident HF event in the fully adjusted model that also adjusted for CAD were attenuated, but remained significant and increased in a similar, graded fashion by AL quartile. There was a significant age interaction (p-for-interaction < 0.001), whereby the associations were observed across each age stratum, but the HRs were highest among those aged < 65 years. CONCLUSION: AL was associated with incident HF events, suggesting that AL could be an important risk factor and potential target for future interventions to prevent HF.

Building research capacity in primary care practices that serve predominantly racial and ethnic minority populations.

Primary care research represents only 1% of all federally funded projects. However, innovation in primary care is central to advancing health care delivery. Indeed, leaders in health care innovation recently called for primary care payment reform proposals to be tested in accountable care organizations (ACOs) consisting of independent practices (ie, practices not owned by hospitals). Yet these same practices may have less experience with the kind of systematic innovation that leads to generalizable insights, because what little funding is available for primary care research is mostly awarded to large academic medical centers. In this commentary, we report on lessons learned over 2 years (2020-2022) from conducting primary care research through a novel alliance of an ACO consisting of independent practices, a health plan, and several academic researchers, with the support of a private foundation. This collaboration is also notable because it was specifically assembled to address racial and ethnic inequities in the midst of the COVID-19 pandemic.

Better Preparation and Training Determine Home Care Workers' Self-Efficacy in Contributing to Heart Failure Self-Care.

OBJECTIVE: Identify determinants of home care workers' (HCW) self-efficacy in contributing to heart failure (HF) self-care. METHODS: Secondary analysis of a survey (n = 328) examining characteristics of HCWs caring for adults with HF in New York. Self-efficacy assessed using Caregiver Self-Efficacy in Contributing to Self-Care Scale. Standardized scores range 0-100; ≥ 70 points indicate adequate self-efficacy. Characteristics determined by self-efficacy (low vs. adequate). Prevalence ratios with 95% confidence intervals (PR [95% CI]) were estimated using multivariable Poisson regression with robust standard errors. RESULTS: Home care workers with adequate self-efficacy had at least some prior HF training (55% vs. 17%, p < .001) and greater job satisfaction (90% vs. 77%, p = .003). Significant determinants for adequate self-efficacy were employment length (1.02 [1.00-1.03], p = .027), preparation for caregiving (3.10 [2.42-3.96], p < .001), and HF training (1.48 [1.20-1.84], p < .001). CONCLUSION: Home care agencies and policy-makers can target caregiving preparation and HF training to improve HCWs' confidence in caring for adult HF patients.

Does Connectedness Matter? The Association Between Mutuality and Job Satisfaction Among Home Health Aides Caring for Adults With Heart Failure.

Home health aides (HHAs) provide care to many adults with heart failure (HF) in the home. As the demand for HHAs increases, there is a need to promote HHAs' job satisfaction and retention. In this cross-sectional community-partnered study, we examined whether mutuality (e.g., quality of the HHA-patient relationship), is associated with job satisfaction among HHAs caring for adults with HF. Mutuality was assessed with the Mutuality Scale, which measures overall mutuality and its four domains (reciprocity, love and affection, shared pleasurable activities, and shared values). Our final sample of 200 HHAs was primarily female. The mean overall mutuality score was 2.92 out of 4 (SD 0.79). In our final model, overall mutuality and each of the four domains were associated with increased job satisfaction; however, only the shared pleasurable activities domain was significant (aPR: 1.15 [1.03-1.32]). Overall, mutuality may play a role in promoting job satisfaction among HHAs.

Ambulatory Care Fragmentation, Emergency Department Visits, and Race: a Nationwide Cohort Study in the U.S.

BACKGROUND: It is unclear whether highly fragmented ambulatory care (i.e., care spread across multiple providers without a dominant provider) increases the risk of an emergency department (ED) visit. Whether any such association varies with race is unknown. OBJECTIVE: We sought to determine whether highly fragmented ambulatory care increases the risk of an ED visit, overall and by race. DESIGN AND PARTICIPANTS: We analyzed data for 14,361 participants ≥ 65 years old from the nationwide prospective REasons for Geographic and Racial Differences in Stroke (REGARDS) cohort study, linked to Medicare claims (2003-2016). MAIN MEASURES: We defined high fragmentation as a reversed Bice-Boxerman Index ≥ 0.85 (≥ 75th percentile). We used Poisson models to determine the association between fragmentation (as a time-varying exposure) and ED visits, overall and stratified by race, adjusting for demographics, medical conditions, medications, health behaviors, psychosocial variables, and physiologic variables. KEY RESULTS: The average participant was 70.5 years old; 53% were female, and 33% were Black individuals. Participants with high fragmentation had a median of 9 visits to 6 providers, with 29% of visits by the most frequently seen provider; participants with low fragmentation had a median of 7 visits to 3 providers, with 50% of visits by the most frequently seen provider. Overall, high fragmentation was associated with more ED visits than low fragmentation (adjusted risk ratio [aRR] 1.31, 95% confidence interval [CI] 1.29, 1.34). The magnitude of this association was larger among Black (aRR 1.48, 95% CI 1.44, 1.53) than White participants (aRR 1.23, 95% CI 1.20, 1.25). CONCLUSIONS: Highly fragmented ambulatory care was an independent predictor of ED visits, especially among Black individuals.

Addressing the Home Care Shortage: Predictors of Willingness to Provide Paid Home Care in New York.

OBJECTIVES: To determine the prevalence and predictors of willingness to consider becoming a paid home care worker. DESIGN: Cross-sectional telephone-based survey study. SETTING AND PARTICIPANTS: 800 adult residents of New York State participating in the 2020 Empire State Poll, an annual survey conducted in English and Spanish using random-digit dialing. METHODS: Willingness to consider working as a paid home care worker was analyzed as the main outcome. Survey questions also involved demographics and unpaid caregiving experience. We used multinomial logistic regression to examine associations between participant characteristics and willingness to be a paid caregiver. RESULTS: Participants had a mean age of 47.7 years (95% CI 45.4-50.0). Demographic information included 51.1% female gender, 65.4% White race, 13.4% Black race, 6.4% Asian or Pacific Islander, 14.8% another race, 19.1% Hispanic/Latino ethnicity, and 43.0% household income below $50,000 per year. A weighted 25.4% of participants would consider becoming a paid home care worker. In an adjusted model, willingness to be a paid home care worker was associated with younger age [odds ratio (OR) 0.98, 95% CI 0.96-1.00, P = .032], female gender (OR 2.46, 95% CI 1.35-4.46, P = .003), Black or other race (OR 2.40, 95% CI 1.11-5.17, P = .026, and OR 3.13, 95% CI 1.30-7.54, P = .011, respectively), Hispanic ethnicity (OR 2.26, 95% CI 1.06-4.81, P = .035), household income below $50,000 per year (OR 2.00, 95% CI 1.03-3.88, P = .040), and having provided unpaid family caregiving (OR 2.08, 95% CI 1.15-3.76, P = .016). CONCLUSIONS AND IMPLICATIONS: A quarter of New Yorkers would consider working as a paid home care worker. Willingness to consider this occupation was associated with the demographic characteristics disproportionately represented in the current home care workforce. Improved working conditions and compensation could help attract and retain home care workers, thereby addressing the rising need for home care in the United States.

Association of Perceived Stress With Incident Heart Failure.

BACKGROUND: The relationship between psychological stress and heart failure (HF) has not been well studied. We sought to assess the relationship between perceived stress and incident HF. METHODS: We used data from the national REasons for Geographic And Racial Differences in Stroke (REGARDS) study, a large prospective biracial cohort study that enrolled community-dwellers aged 45 years and older between 2003 and 2007, with follow-up. We included participants free of suspected prevalent HF who completed the Cohen 4-item Perceived Stress Scale (PSS-4). Our outcome variables were incident HF event, HF with reduced ejection fraction events, and HF with preserved ejection fraction events. We estimated Cox proportional hazard models to determine if PSS-4 quartiles were independently associated with incident HF events, adjusting for sociodemographics, social support, unhealthy behaviors, comorbid conditions, and physiologic parameters. We also tested interactions by baseline statin use, given its anti-inflammatory properties. RESULTS: Among 25,785 participants with a mean age of 64 ± 9.3 years, 55% were female and 40% were Black. Over a median follow-up of 10.1 years, 1109 ± 4.3% experienced an incident HF event. In fully adjusted models, the PSS-4 was not associated with HF or HF with reduced ejection fraction. However, PSS-4 quartiles 2-4 (compared with the lowest quartile) were associated with incident HF with preserved ejection fraction (Q2 hazard ratio 1.37, 95% confidence interval 1.00-1.88; Q3 hazard ratio 1.42, 95% confidence interval 1.03-1.95; Q4 hazard ratio 1.41, 95% confidence interval 1.04-1.92). Notably, this association was attenuated among participants who took a statin at baseline (P for interaction = .07). CONCLUSIONS: Elevated perceived stress was associated with incident HF with preserved ejection fraction but not HF with reduced ejection fraction.

The Dietary Approaches to Stop Hypertension (DASH) Diet Pattern and Incident Heart Failure.

BACKGROUND: The Dietary Approaches to Stop Hypertension (DASH) diet pattern has shown some promise for preventing heart failure (HF), but studies have been conflicting. OBJECTIVE: To determine whether the DASH diet pattern was associated with incident HF in a large biracial and geographically diverse population. METHODS AND RESULTS: Among participants in the REasons for Geographic And Racial Differences in Stroke (REGARDS) cohort study of adults aged ≥45 years who were free of suspected HF at baseline in 2003-2007, the DASH diet score was derived from the baseline food frequency questionnaire. The main outcome was incident HF defined as the first adjudicated HF hospitalization or HF death through December 31, 2016. We estimated hazard ratios for the associations of DASH diet score quartiles with incident HF, and incident HF with reduced ejection fraction and HF with preserved ejection fraction using the Lunn-McNeil extension to the Cox model. We tested for several prespecified interactions, including with age. Compared with the lowest quartile, individuals in the second to fourth DASH diet score quartiles had a lower risk for incident HF after adjustment for sociodemographic and health characteristics: quartile 2 hazard ratio, 0.69 (95% confidence interval [CI], 0.56-0.85); quartile 3 hazard ratio, 0.71 (95% CI, 0.58-0.87); and quartile 4 hazard ratio, 0.73 (95% CI, 0.58-0.92). When stratifying results by age, quartiles 2-4 had a lower hazard for incident HF among those age <65 years, quartiles 3-4 had a lower hazard among those age 65-74, and the quartiles had similar hazard among those age ≥75 years (Pinteraction = .003). We did not find a difference in the association of DASH diet with incident HF with reduced ejection fraction vs HF with preserved ejection fraction (P = .11). CONCLUSIONS: DASH diet adherence was inversely associated with incident HF, specifically among individuals <75 years old.

Ambulatory Care Fragmentation and Incident Stroke.

Background More fragmented ambulatory care (ie, care spread across many providers without a dominant provider) has been associated with excess emergency department and inpatient care. We sought to determine whether more fragmented ambulatory care is associated with an increase in the hazard of incident stroke, overall and stratified by health status and by race. Methods and Results We conducted a secondary analysis of data from the REGARDS (Reasons for Geographic and Racial Differences in Stroke) study (2003-2016), including participants aged ≥65 years who had linked Medicare fee-for-service claims and no history of stroke (N=12 510). We measured fragmentation of care with the reversed Bice-Boxerman index. We used Poisson models to determine the association between fragmentation and adjudicated incident stroke. The average age of participants was 70.5 years; 53% were women, 32% were Black participants, and 16% were participants with fair or poor health. Overall, the adjusted rate of incident stroke was similar for high versus low fragmentation (8.2 versus 8.1 per 1000 person-years, respectively; P=0.89). Among participants with fair or poor self-rated health, having high versus low fragmentation was associated with a trend toward a higher adjusted rate of incident strokes (14.8 versus 10.4 per 1000 person-years, respectively; P=0.067). Among Black participants with fair or poor self-rated health, having high versus low fragmentation was associated with a higher adjusted rate of strokes (19.3 versus 10.3 per 1000 person-years, respectively; P=0.02). Conclusions Highly fragmented ambulatory care is independently associated with incident stroke among Black individuals with fair or poor health.

Ambulatory Care Fragmentation and Subsequent Hospitalization: Evidence From the REGARDS Study.

BACKGROUND: Previous studies have suggested that highly fragmented ambulatory care increases the risk of subsequent hospitalization, but those studies used claims only and were not able to adjust for many clinical potential confounders. OBJECTIVE: The objective of this study was to determine the association between fragmented ambulatory care and subsequent hospitalization, adjusting for demographics, medical conditions, medications, health behaviors, psychosocial variables, and physiological variables. DESIGN: Longitudinal analysis of data (2003-2016) from the nationwide REasons for Geographic And Racial Differences in Stroke (REGARDS) study, linked to Medicare fee-for-service claims. SUBJECTS: A total of 12,693 Medicare beneficiaries 65 years and older from the REGARDS study who had at least 4 ambulatory visits in the first year of observation and did not have a hospitalization in the prior year. MEASURES: We defined high fragmentation as a reversed Bice-Boxerman score above the 75th percentile. We used Cox proportional hazards models to determine the association between fragmentation as a time-varying exposure and incident hospitalization in the 3 months following each exposure period. RESULTS: The mean age was 70.4 years; 54% were women, and 33% were African American. During the first year of observation, participants with high fragmentation had a median of 8 ambulatory visits with 6 providers, whereas participants with low fragmentation had a median of 7 visits with 3 providers. Over 11.8 years of follow-up, 6947 participants (55%) had a hospitalization. High fragmentation was associated with an increased hazard of hospitalization (adjusted hazard ratio=1.18; 95% confidence interval: 1.12, 1.24). CONCLUSION: Highly fragmented ambulatory care is an independent risk factor for hospitalization.