An embedded multiple case study: using CFIR to map clinical food security screening constructs for the development of primary care practice guidelines.

BACKGROUND: Food insecurity (FI), the limited access to healthy food to live an active and healthy life, is a social determinant of health linked to poor dietary health and difficulty with disease management in the United States (U.S.). Healthcare experts support the adoption of validated screening tools within primary care practice to identify and connect FI patients to healthy and affordable food resources. Yet, a lack of standard practices limits uptake. The purpose of this study was to understand program processes and outcomes of primary care focused FI screening initiatives that may guide wide-scale program implementation. METHODS: This was an embedded multiple case study of two primary care-focused initiatives implemented in two diverse health systems in Chicago and Suburban Cook County that routinely screened patients for FI and referred them to onsite food assistance programs. The Consolidated Framework for Implementation Research and an iterative process were used to collect/analyze qualitative data through semi-structured interviews with N = 19 healthcare staff. Intended program activities, outcomes, actors, implementation barriers/facilitators and overarching implementation themes were identified as a part of a cross-case analysis. RESULTS: Programs outcomes included: the number of patients screened, identified as FI and that participated in the onsite food assistance program. Study participants reported limited internal resources as implementation barriers for program activities. The implementation climate that leveraged the strength of community collaborations and aligned internal, implementation climate were critical facilitators that contributed to the flexibility of program activities that were tailored to fill gaps in resources and meet patient and clinician needs. CONCLUSION: Highly adaptable programs and the healthcare context enhanced implementation feasibility across settings. These characteristics can support program uptake in other settings, but should be used with caution to preserve program fidelity. A foundational model for the development and testing of standard clinical practice was the product of this study.

"Holding the City's Feet to the Fire": Lessons Learned From Oakland's Implementation of Measure HH Sugar-Sweetened Beverage Tax.

CONTEXT: Sugar-sweetened beverage (SSB) taxes offer a promising public health strategy to decrease consumption of sugary beverages. To date, 7 US cities have successfully implemented SSB taxes; however, only a few studies have examined adoption and implementation processes. OBJECTIVES: To describe public health and policy lessons learned during the first 2.5 years of implementation of the Oakland, California, penny-per-ounce SSB tax, Measure HH. DESIGN: A mixed-methods, longitudinal, qualitative case study was conducted using a combination of key informant interviews with implementation stakeholders as well as analyses of archival documents and media documents from 2016 to 2019. Interviews were digitally recorded and professionally transcribed. Interview transcripts, archival documents, and media documents were analyzed by 3 coders using Atlas.ti v8. Analyses employed principles of constant comparative analysis to identify themes related to lessons learned. SETTING: Oakland, California. PARTICIPANTS: Key informants (n = 15), archival documents (n = 43), and media documents (n = 90). INTERVENTION: Oakland, California's SSB tax (Measure HH). RESULTS: Implementation lessons included both success stories and challenges. Successes included contracting a third-party tax administrator to support tax collection and education; leveraging a pro-tax coalition to counteract industry attacks and to protect tax revenue; and offering "quick win" funding to support local needs. Challenges were associated with implementing a "general" tax versus a "special" tax; the lack of explicit revenue allocation in the ordinance to support city-level implementation and oversight; and, the original ordinance language for tax application to distributors. CONCLUSIONS: The study offers a range of recommendations-derived from lessons learned over several years of implementation-to policy makers and advocates engaged in SSB tax adoption and implementation efforts in their jurisdictions. SSB tax implementation requires sufficient agency administrative capacity and a strong pro-tax coalition that engages local community organizations to respond to public health needs.

Oakland's Sugar-Sweetened Beverage Tax: Honoring the "Spirit" of the Ordinance Toward Equitable Implementation.

Purpose: On November 8, 2016, Oakland, California, voters passed a sugar-sweetened beverage (SSB) tax, which included language to support programs affecting communities and residents most affected by SSB-related health disparities. The purpose of this study was to qualitatively assess the extent to which those communities most affected by SSB-related health disparities were included in implementation decisions and were recipients of funding to support their needs. Methods: A longitudinal case study from 2016 to 2019 in Oakland, CA, explored equity implementation themes through key informant interview transcripts (n=15) triangulated with media (n=90) and archived documents (n=43). Using principals of constant comparative analysis, all documents (n=148) were coded and thematically analyzed in Atlas.ti. Results: SSB taxes-designed to support communities disproportionately impacted by SSB consumption-can be implemented with inclusivity and community representation. The Oakland ordinance established a Community Advisory Board (CAB) that partnered with community organizations throughout implementation to ensure inclusivity and recommend funding for programs to address health inequities, described as the "spirit" of the ordinance. These activities countered the beverage industry's tactics to target lower income communities of color with misinformation campaigns and hinder implementation. Conclusion: A clearly written ordinance provides guidance, which affords an intentional and legal foundation for implementation processes. Establishing a CAB can mitigate inequities as members are invested in the community and initiatives to support residents. Advisory boards are able to liaise between city and local partners, which is a powerful tool for countering opposition campaigns, reaching lower income and communities of color, and ensuring adherence to funding mandates.

Media Coverage and Framing of Oakland's Sugar-Sweetened Beverage Tax, 2016-2019.

PURPOSE: To describe media coverage and framing of Oakland, California's, sugar-sweetened beverage tax. DESIGN: Media content analysis. SAMPLE: Media documents (n = 90), published January 1, 2016-August 31, 2019, were retrieved from Oakland news outlets and ProQuest, NexusUni, EBSCO, and Google. ANALYSIS: Documents were coded using constant comparative analysis in Atlas.ti v8; with descriptive analyses conducted using Stata/SE v. 15.1. RESULTS: Documents were published evenly between pre- and post-ballot periods (n = 45); the majority (n = 47) provided neutral framing. Protax documents (n = 33) highlighted SSB consumption and health associations and countered antitax messaging; antitax documents (n = 10) focused on misinformation and sowing public confusion. CONCLUSION: Neutral media educates and raises awareness. Published prior to a vote, the media may help influence public opinion regarding SSB taxes. SSB tax media advocacy campaigns, giving particular attention to timing and perspective-based framing, may help to secure adoption and support implementation.

Machine Learning-Augmented Propensity Score-Adjusted Multilevel Mixed Effects Panel Analysis of Hands-On Cooking and Nutrition Education versus Traditional Curriculum for Medical Students as Preventive Cardiology: Multisite Cohort Study of 3,248 Trainees over 5 Years.

BACKGROUND: Cardiovascular disease (CVD) annually claims more lives and costs more dollars than any other disease globally amid widening health disparities, despite the known significant reductions in this burden by low cost dietary changes. The world's first medical school-based teaching kitchen therefore launched CHOP-Medical Students as the largest known multisite cohort study of hands-on cooking and nutrition education versus traditional curriculum for medical students. METHODS: This analysis provides a novel integration of artificial intelligence-based machine learning (ML) with causal inference statistics. 43 ML automated algorithms were tested, with the top performer compared to triply robust propensity score-adjusted multilevel mixed effects regression panel analysis of longitudinal data. Inverse-variance weighted fixed effects meta-analysis pooled the individual estimates for competencies. RESULTS: 3,248 unique medical trainees met study criteria from 20 medical schools nationally from August 1, 2012, to June 26, 2017, generating 4,026 completed validated surveys. ML analysis produced similar results to the causal inference statistics based on root mean squared error and accuracy. Hands-on cooking and nutrition education compared to traditional medical school curriculum significantly improved student competencies (OR 2.14, 95% CI 2.00-2.28, p < 0.001) and MedDiet adherence (OR 1.40, 95% CI 1.07-1.84, p = 0.015), while reducing trainees' soft drink consumption (OR 0.56, 95% CI 0.37-0.85, p = 0.007). Overall improved competencies were demonstrated from the initial study site through the scale-up of the intervention to 10 sites nationally (p < 0.001). DISCUSSION: This study provides the first machine learning-augmented causal inference analysis of a multisite cohort showing hands-on cooking and nutrition education for medical trainees improves their competencies counseling patients on nutrition, while improving students' own diets. This study suggests that the public health and medical sectors can unite population health management and precision medicine for a sustainable model of next-generation health systems providing effective, equitable, accessible care beginning with reversing the CVD epidemic.

Baseline characteristics of workers at ten New York City employers recruited for a private-public research collaborative.

OBJECTIVE: To describe a public-private collaborative and present results from the administration of a baseline health risk assessment (HRA). METHODS: A custom-designed HRA was made available to 31,535 New York workers, and 5539 (17.6%) completed the survey. Data from the HRA were used to present a business case to employers urging them to support health promotion efforts at their worksites. RESULTS: Of these, 78.5% of workers in the sample reported poor eating habits, 39.9% were sedentary, and 62.2% were overweight, obese, or extremely obese; 30.4% had high or borderline-high total cholesterol levels, 24.9% reported high or borderline high blood pressure, and 16.8% reported high or borderline high blood glucose levels; tobacco use rates were relatively low (14.0%). CONCLUSION: Results represent a baseline against which future data for the study cohort will be compared to evaluate the health and financial impacts of engaging employees in workplace health promotion programs.