The period following heart failure hospitalization (HFH) is a vulnerable time with high rates of death or recurrent HFH.OBJECTIVE To evaluate clinical characteristics, outcomes, and treatment response to vericiguat according to prespecified index event subgroups and time from index HFH in the Vericiguat Global Study in Subjects With Heart Failure With Reduced Ejection Fraction (VICTORIA) trial. DESIGN, SETTING, AND PARTICIPANTSAnalysis of an international, randomized, placebo-controlled trial. All VICTORIA patients had recent (<6 months) worsening HF (ejection fraction <45%). Index event subgroups were less than 3 months after HFH (n = 3378), 3 to 6 months after HFH (n = 871), and those requiring outpatient intravenous diuretic therapy only for worsening HF (without HFH) in the previous 3 months (n = 801). Data were analyzed between May 2, 2020, and May 9, 2020.INTERVENTION Vericiguat titrated to 10 mg daily vs placebo. MAIN OUTCOMES AND MEASURESThe primary outcome was time to a composite of HFH or cardiovascular death; secondary outcomes were time to HFH, cardiovascular death, a composite of all-cause mortality or HFH, all-cause death, and total HFH. RESULTS Among 5050 patients in the VICTORIA trial, mean age was 67 years, 24% were women, 64% were White, 22% were Asian, and 5% were Black. Baseline characteristics were balanced between treatment arms within each subgroup. Over a median follow-up of 10.8 months, the primary event rates were 40.9, 29.6, and 23.4 events per 100 patient-years in the HFH at less than 3 months, HFH 3 to 6 months, and outpatient worsening subgroups, respectively. Compared with the outpatient worsening subgroup, the multivariable-adjusted relative risk of the primary outcome was higher in HFH less than 3 months (adjusted hazard ratio, 1.48; 95% CI, 1.27-1.73), with a time-dependent gradient of risk demonstrating that patients closest to their index HFH had the highest risk. Vericiguat was associated with reduced risk of the primary outcome overall and in all subgroups, without evidence of treatment heterogeneity. Similar results were evident for all-cause death and HFH. Addtionally, a continuous association between time from HFH and vericiguat treatment showed a trend toward greater benefit with longer duration since HFH. Safety events (symptomatic hypotension and syncope) were infrequent in all subgroups, with no difference between treatment arms.CONCLUSIONS AND RELEVANCE Among patients with worsening chronic HF, those in closest proximity to their index HFH had the highest risk of cardiovascular death or HFH, irrespective of age or clinical risk factors. The benefit of vericiguat did not differ significantly across the spectrum of risk in worsening HF.
ObjectivesTo develop, implement, and evaluate a culturally respectful Wellness Course with and for Alaska's village-based Community Health Workers (CHWs) to support community health promotion and disease prevention.Study designThis article describes Wellness Course development, implementation, and evaluation.MethodsFive 5-day Wellness Courses were provided for 55 CHWs from communities throughout Alaska. Fifty-two of 55 participants completed a post-course written evaluation. Post-course telephone interviews were conducted with participants (11/32) from the first 3 courses.ResultsOn written post-course evaluations, all participants wrote detailed descriptions of what they learned and 98% (51/52) felt more confident in their knowledge and ability to present community wellness information. As a result of course participation, 88% (46/52) of CHWs wrote ways they would support family and community wellness, and 85% (44/52) wrote ways they planned to take better care of their health. During the in-depth post-course interviews, all 11 CHWs interviewed described ways the Wellness Course increased their health knowledge, helped them in their work, and prepared them to effectively engage with their communities to promote health.ConclusionsLearning wellness information with hands-on activities and practising health presentation and community engagement skills within the course design increased participants’ wellness knowledge and skills, confidence, and motivation to provide community wellness activities. Techniques for active listening, engaging community, and using the arts and storytelling as culturally respectful health promotion are tools that when used by CHWs within their own community have potential to empower community wellness.
The U.S. Census Bureau conducts a census of population and housing every 10 years as mandated in the U.S. Constitution. Following up in person with households that do not respond online, by phone, or by mail, which is known as nonresponse follow-up (NRFU), represents a major component of this effort. For the 2010 Census, the Census Bureau equipped enumerators with paper maps and notebooks filled with questionnaires and required enumerators to go door to door and collect decennial census data. The enumerators met daily with their supervisors to return completed questionnaires and update payroll information. For the 2020 Census, an advanced analytics solution, utilizing machine learning and optimization techniques, drove a reengineering of the entire field operations process, leading to substantially reduced costs and improved productivity. These reengineering efforts included business processes and technology centered around the development of this solution, the MOJO Optimizer, and resulted in an 80% increase in the number of cases completed per hour (from 1.05 to 1.92) and a 27% decrease in the number of miles reimbursed per case (from 5.05 to 3.68) compared with the 2010 Census NRFU. Capitalizing on the massive innovations realized during decennial census operations, the Census Bureau intends to use this technology to revolutionize its over 90 active surveys.
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