46 results on '"Schillinger, D."'
Search Results
2. Thermodynamically consistent diffuse-interface mixture models of incompressible multicomponent fluids
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Eikelder, M. ten, van der Zee, K., and Schillinger, D.
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Physics - Fluid Dynamics ,Mathematical Physics ,Mathematics - Analysis of PDEs ,76T99, 35Q30, 35Q35, 35R35, 76D05, 76D45, 80A99 - Abstract
In this paper we derive a class of thermodynamically consistent diffuse-interface mixture models of incompressible multicomponent fluids. The class of mixture models is fully compatible with the continuum theory of mixtures. The resulting mixture models may be formulated either in constituent or in mixture quantities. This permits a direct comparison with the Navier-Stokes Cahn-Hilliard model with non-matching densities, which reveals the key modeling simplifications of the latter., Comment: Preprint, 43 pages, 2 figures
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- 2023
3. Constraints for eliminating the Gibbs phenomenon in finite element approximation spaces
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Eikelder, M. ten, Stoter, S., Bazilevs, Y., and Schillinger, D.
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Mathematics - Numerical Analysis ,65N30, 65K10, 35L67 - Abstract
One of the major challenges in finite element methods is the mitigation of spurious oscillations near sharp layers and discontinuities known as the Gibbs phenomenon. In this article, we propose a set of functionals to identify spurious oscillations in best approximation problems in finite element spaces. Subsequently, we adopt these functionals in the formulation of constraints in an effort to eliminate the Gibbs phenomenon. By enforcing these constraints in best approximation problems, we can entirely eliminate over- and undershoot in one dimensional continuous approximations, and significantly suppress them in one- and higher-dimensional discontinuous approximations., Comment: Preprint, 41 pages, 16 figures
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- 2023
4. The divergence-free velocity formulation of the consistent Navier-Stokes Cahn-Hilliard model with non-matching densities, divergence-conforming discretization, and benchmarks
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ten Eikelder, M.F.P. and Schillinger, D.
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- 2024
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5. An eigenvalue stabilization technique for immersed boundary finite element methods in explicit dynamics
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Eisenträger, S., Radtke, L., Garhuom, W., Löhnert, S., Düster, A., Juhre, D., and Schillinger, D.
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- 2024
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6. A unified framework for Navier-Stokes Cahn-Hilliard models with non-matching densities
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ten Eikelder, M.F.P. (author), Van Der Zee, K. G. (author), Akkerman, I. (author), Schillinger, D. (author), ten Eikelder, M.F.P. (author), Van Der Zee, K. G. (author), Akkerman, I. (author), and Schillinger, D. (author)
- Abstract
Over the last decades, many diffuse-interface Navier-Stokes Cahn-Hilliard (NSCH) models with non-matching densities have appeared in the literature. These models claim to describe the same physical phenomena, yet they are distinct from one another. The overarching objective of this work is to bring all of these models together by laying down a unified framework of NSCH models with non-zero mass fluxes. Our development is based on three unifying principles: (1) there is only one system of balance laws based on continuum mixture theory that describes the physical model, (2) there is only one natural energy-dissipation law that leads to quasi-incompressible NSCH models, (3) variations between the models only appear in the constitutive choices. The framework presented in this work now completes the fundamental exploration of alternate non-matching density NSCH models that utilize a single momentum equation for the mixture velocity, but leaves open room for further sophistication in the energy functional and constitutive dependence., Ship Hydromechanics and Structures
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- 2023
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7. A unified framework for Navier–Stokes Cahn–Hilliard models with non-matching densities
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ten Eikelder, M. F. P., primary, van der Zee, K. G., additional, Akkerman, I., additional, and Schillinger, D., additional
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- 2023
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8. In their own words: Perspectives of IPV survivors on obtaining support within the healthcare system.
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Hargrave AS, Dawson-Rose C, Schillinger D, Ng F, Valdez J, Rodriguez A, Cuca YP, Bakken EH, and Kimberg L
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- Humans, Female, Adult, Middle Aged, Adolescent, Young Adult, Delivery of Health Care, San Francisco, Intimate Partner Violence psychology, Survivors psychology
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Background: Almost half of all women in the US experience intimate partner violence (IPV) in their lifetime. The US Preventive Services Task Force recommends IPV screening paired with intervention for women of reproductive age. We aim to understand clinical practices and policies that are beneficial, detrimental, or insufficient to support survivors of IPV in a safety-net healthcare system., Methods: We sampled 45 women who were 18-64 years old, had experienced IPV within the prior year and were patients in the San Francisco Health Network. We conducted in-depth, semi-structured interviews to elicit their perspectives on disclosing IPV and obtaining support within the healthcare system. We analyzed our data using thematic analysis and grounded theory practices informed by ecological systems theory., Findings: We identified four themes regarding factors that impeded or facilitated discussing and addressing IPV across interpersonal and systemic levels relating to relationship-building, respect, autonomy and resources. (1) Interpersonal barriers included insufficient attention to relationship-building, lack of respect or concern for survivor circumstances, and feeling pressured to disclose IPV or to comply with clinicians' recommended interventions. (2) Interpersonal facilitators consisted of patient-centered IPV inquiry, attentive listening, strength-based counseling and transparency regarding confidentiality. (3) Systemic barriers such as visit time limitations, clinician turn-over and feared loss of autonomy from involvement of governmental systems leading to separation from children or harm to partners, negatively affected interpersonal dynamics. (4) Systemic facilitators involved provision of resources through IPV universal education, on-site access to IPV services, and community partnerships., Conclusions: Women experiencing IPV in our study reported that relationship-building, respect, autonomy, and IPV-related resources were essential components to providing support, promoting safety, and enabling healing in the healthcare setting. Successful trauma-informed transformation of healthcare systems must optimize interpersonal and systemic factors that improve survivor wellbeing while eliminating barriers., Competing Interests: The authors have declared that no competing interests exist., (Copyright: This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.)
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- 2024
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9. The CREATE TRUST Communication Framework for Patient Messaging Services.
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Allen MR, Schillinger D, and Ayers JW
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- Humans, Physician-Patient Relations, Text Messaging, Trust, Communication
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- 2024
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10. The Risk Of Perpetuating Health Disparities Through Cost-Effectiveness Analyses.
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Basu S, Venkataramani AS, and Schillinger D
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- Humans, Health Care Costs statistics & numerical data, Health Status Disparities, Healthcare Disparities economics, United States, Vulnerable Populations, Cost-Benefit Analysis, Quality-Adjusted Life Years
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Cost-effectiveness analyses are commonly used to inform health care and public health policy decisions. However, standard approaches may systematically disadvantage marginalized groups by incorporating assumptions of persisting health inequities. We examined how competing risks, baseline health care costs, and indirect costs can differentially affect cost-effectiveness analyses for racial and ethnic minority populations. We illustrate that these structural factors can reduce estimated quality-adjusted life-years and cost savings for disadvantaged groups, making interventions focused on disadvantaged populations appear less cost-effective. For example, analyses of a sugar-sweetened beverage tax may estimate higher costs per quality-adjusted life-year gained for Black versus White populations because of differences in competing risks and insurance status that manifest in higher health care cost savings from averted disease among White people. To ensure that cost-effectiveness assessments do not perpetuate inequities, alternative approaches are needed that account for the impact of structural factors on different groups and that consider scenarios in which health inequities are reduced. Sensitivity analyses focusing on health equity could help advance interventions that disproportionately benefit disadvantaged communities.
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- 2024
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11. "Don't think of a soda": Contradictory public health messaging from a content analysis of Twitter posts about sugar-sweetened beverage taxes in California from 2015 to 2018.
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Garcia K, Mejia P, Perez-Sanz S, Dorfman L, Madsen K, and Schillinger D
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- Humans, California, Carbonated Beverages economics, Taxes, Social Media, Sugar-Sweetened Beverages economics, Public Health
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To show how sugar-sweetened beverage (SSB) taxes were framed in posts on Twitter (now known as X) through text and images, we conducted a content analysis on a sample of Tweets from California users posted between January 1, 2015 and December 31, 2018 about SSB taxes in Berkeley, San Francisco, Oakland, and/or Albany, California. We evaluated posts for information sources, arguments for or against SSB tax policies, and images used. We found that posts presented a mix of messages through text and images. The majority of posts (64%) included arguments supporting SSB taxes, 28% presented a neutral position (e.g., factual information) or a mix of both pro-and anti-tax arguments, and 8% opposed. One-third of posts included an image, almost half of which appeared to be stock photos from SSB advertisements: many of these were shared by medical and public health users. Some tax supporters also reposted messages and images from opposition campaigns and added their own criticisms. By reposting opponents' anti-tax messages and images of SSBs, tax supporters may have inadvertently promoted SSBs, reinforced opposition to SSB taxes, and normalized SSBs. While advocates effectively shared pro-tax arguments, they should also ensure that accompanying images reflect the solutions they seek, not just the problem they are trying to combat., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Garcia, Mejia, Perez-Sanz, Dorfman, Madsen and Schillinger.)
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- 2024
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12. Did a workplace sugar-sweetened beverage sales ban reduce anxiety-related sugar-sweetened beverage consumption during the COVID-19 pandemic?
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Jacobs LM, Schmidt LA, Schillinger D, Schmidt JM, Alegria KE, Parrett B, Pickett A, and Epel ES
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- Humans, Male, Female, Adult, Prospective Studies, California epidemiology, Middle Aged, Commerce, Pandemics, Personnel, Hospital psychology, Personnel, Hospital statistics & numerical data, COVID-19 prevention & control, COVID-19 epidemiology, Sugar-Sweetened Beverages economics, Anxiety, Workplace, SARS-CoV-2
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Objective: Workplace sugar-sweetened beverage (SSB) sales bans can reduce SSB consumption. Because stress and anxiety can promote sugar consumption, we examined whether anxiety among hospital employees during the COVID-19 pandemic was associated with changes in SSB consumption and explored whether this relationship varied by exposure to a workplace SSB sales ban., Design: In a prospective, controlled trial of workplace SSB sales bans, we examined self-reported anxiety (generalised anxiety disorder-7) and self-reported SSB consumption (fluid ounces/d) before (July 2019) and during (May 2020) the COVID-19 pandemic., Setting: Hospital sites in two conditions (four with SSB sales bans and three without sales bans) in Northern California., Participants: We sampled 580 participants (hospital employees) from a larger trial of sales bans; all were regular consumers of SSB (minimum 3/week at main trial enrollment). This subsample was chosen based on having appropriately timed data for our study questions., Results: Across conditions, participants reduced SSB consumption over the study period. However, participants with higher pandemic-era anxiety scores experienced smaller reductions in SSB consumption after 9 months compared with those with lower anxiety scores ( β = 0·65, P < 0·05). When the sample was disaggregated by sales ban condition, this relationship held for participants in the control group (access to SSB at work, β = 0·82, P < 0·05), but not for those exposed to an SSB sales ban ( β = 0·42, P = 0·25)., Conclusions: SSB sales bans likely reduce SSB consumption through multiple pathways; buffering stress-related consumption may be one mechanism.
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- 2024
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13. Branching Exponents of Synthetic Vascular Trees Under Different Optimality Principles.
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Jessen E, Steinbach MC, Debbaut C, and Schillinger D
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Objective: The branching behavior of vascular trees is often characterized using Murray's law. We investigate its validity using synthetic vascular trees generated under global optimization criteria., Methods: Our synthetic tree model does not incorporate Murray's law explicitly. Instead, we show that its validity depends on properties of the optimization model and investigate the effects of different physical constraints and optimization goals on the branching exponent that is now allowed to vary locally. In particular, we include variable blood viscosity due to the Fåhræus-Lindqvist effect and enforce an equal pressure drop between inflow and the micro-circulation. Using our global optimization framework, we generate vascular trees with over one million terminal vessels and compare them against a detailed corrosion cast of the portal venous tree of a human liver., Results: Murray's law is fulfilled when no additional constraints are enforced, indicating its validity in this setting. Variable blood viscosity or equal pressure drop lead to different optima but with the branching exponent inside the experimentally predicted range between 2.0 and 3.0. The validation against the corrosion cast shows good agreement from the portal vein down to the venules., Conclusion: Not enforcing Murray's law increases the predictive capabilities of synthetic vascular trees, and in addition reduces the computational cost., Significance: The ability to study optimal branching exponents across different scales can improve the functional assessment of organs.
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- 2024
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14. Care Partner Engagement in Secure Messaging Between Patients With Diabetes and Their Clinicians: Cohort Study.
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Semere W, Karter AJ, Lyles CR, Reed ME, Karliner L, Kaplan C, Liu JY, Livaudais-Toman J, and Schillinger D
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Background: Patient engagement with secure messaging (SM) via digital patient portals has been associated with improved diabetes outcomes, including increased patient satisfaction and better glycemic control. Yet, disparities in SM uptake exist among older patients and racial and ethnic underserved groups. Care partners (family members or friends) may provide a means for mitigating these disparities; however, it remains unclear whether and to what extent care partners might enhance SM use., Objective: We aim to examine whether SM use differs among older patients with diabetes based on the involvement of care partner proxies., Methods: This is a substudy of the ECLIPPSE (Employing Computational Linguistics to Improve Patient-Provider Secure Emails) project, a cohort study taking place in a large, fully integrated health care delivery system with an established digital patient portal serving over 4 million patients. Participants included patients with type 2 diabetes aged ≥50 years, newly registered on the patient portal, who sent ≥1 English-language message to their clinician between July 1, 2006, and December 31, 2015. Proxy SM was identified by having a registered proxy. To identify nonregistered proxies, a computational linguistics algorithm was applied to detect words and phrases more likely to appear in proxy messages compared to patient-authored messages. The primary outcome was the annual volume of secure messages (sent or received); secondary outcomes were the length of time to the first SM sent by patient or proxy and the number of annual SM exchanges (unique message topics generating ≥1 reply)., Results: The mean age of the cohort (N=7659) at this study's start was 61 (SD 7.16) years; 75% (n=5573) were married, 15% (n=1089) identified as Black, 10% (n=747) Chinese, 12% (n=905) Filipino, 13% (n=999) Latino, and 30% (n=2225) White. Further, 49% (n=3782) of patients used a proxy to some extent. Compared to nonproxy users, proxy users were older (P<.001), had lower educational attainment (P<.001), and had more comorbidities (P<.001). Adjusting for patient sociodemographic and clinical characteristics, proxy users had greater annual SM volume (20.7, 95% CI 20.2-21.2 vs 10.9, 95% CI 10.7-11.2; P<.001), shorter time to SM initiation (hazard ratio vs nonusers: 1.30, 95% CI 1.24-1.37; P<.001), and more annual SM exchanges (6.0, 95% CI 5.8-6.1 vs 2.9, 95% CI 2.9-3.0, P<.001). Differences in SM engagement by proxy status were similar across patient levels of education, and racial and ethnic groups., Conclusions: Among a cohort of older patients with diabetes, proxy SM involvement was independently associated with earlier initiation and increased intensity of messaging, although it did not appear to mitigate existing disparities in SM. These findings suggest care partners can enhance patient-clinician telecommunication in diabetes care. Future studies should examine the effect of care partners' SM involvement on diabetes-related quality of care and clinical outcomes., (©Wagahta Semere, Andrew J Karter, Courtney R Lyles, Mary E Reed, Leah Karliner, Celia Kaplan, Jennifer Y Liu, Jennifer Livaudais-Toman, Dean Schillinger. Originally published in JMIR Diabetes (https://diabetes.jmir.org), 09.02.2024.)
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- 2024
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15. Bring It Up: An Adapted Collaborative Care Model for Depression in a Safety-Net Primary Care Clinic.
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Ochoa-Frongia L, Garcia ME, Bendahan T, Ponce AN, Calderon C, Pumar M, Yee K, Schillinger D, Loewy R, and Mangurian C
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Objective: Over 90 clinical trials demonstrate the efficacy of the collaborative care model (CoCM) to treat depression in primary care but there is significant variability in real-world CoCM implementation and scalability. This study aimed to determine the feasibility and effectiveness of an adapted CoCM in a safety-net primary care setting., Methods: Bring It Up! (BIU) is a pilot trial comparing an adapted CoCM (intervention group) to usual care (historical controls) for primary care safety-net clinic patients with depression. Inclusion criteria: (1) age ≥18; (2) Patient Health Questionnaire-9 (PHQ-9) score ≥10; and (3) major depressive disorder diagnosis. Patients who completed ≥6 months of treatment upon rolling enrollment (April 1, 2018-October 31, 2019) were included. Historical controls completed ≥6 months of usual care in 2017. BIU included all aspects of CoCM except accountable care and leveraged existing staff rather than a dedicated care manager. The primary outcome was depression remission (PHQ-9 <5) within 6 months. Secondary outcomes included depression response, adherence to treatment guidelines and care coordination process. Data were extracted from the electronic health record., Results: Thirty-six patients received the intervention; 41 controls received usual care. Depression remission was achieved in 33.3% of intervention patients and 0% of controls ( p = 0.001). Of intervention patients, 44.4% achieved ≥50% reduction in PHQ-9 compared to 4.9% of controls ( p = 0.003). Further, 66.7% of intervention patients had guideline-recommended antidepressant medication titration compared to 26.9% of controls ( p = 0.003); 94.4% of intervention patients had PHQ-9 repeated compared to 53.7% of controls ( p < 0.001)., Conclusions: An adapted CoCM was feasible and improved depression care in a safety-net clinic., (© 2024 The Authors. Psychiatric Research and Clinical Practice published by Wiley Periodicals LLC on behalf of American Psychiatric Association.)
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- 2024
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16. Evaluation of Changes in Prices and Purchases Following Implementation of Sugar-Sweetened Beverage Taxes Across the US.
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Kaplan S, White JS, Madsen KA, Basu S, Villas-Boas SB, and Schillinger D
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- Cross-Sectional Studies, Taxes, Cities, Paclitaxel, Philadelphia, Sugar-Sweetened Beverages
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Importance: Sugar-sweetened beverage (SSB) taxes are promoted as key policies to reduce cardiometabolic diseases and other conditions, but comprehensive analyses of SSB taxes in the US have been difficult because of the absence of sufficiently large data samples and methods limitations., Objective: To estimate changes in SSB prices and purchases following SSB taxes in 5 large US cities., Design, Setting, and Participants: In this cross-sectional study with an augmented synthetic control analysis, changes in prices and purchases of SSBs were estimated following SSB tax implementation in Boulder, Colorado; Philadelphia, Pennsylvania; Oakland, California; Seattle, Washington; and San Francisco, California. Changes in SSB prices (in US dollars) and purchases (volume in ounces) in these cities in the 2 years following tax implementation were estimated and compared with control groups constructed from other cities. Changes in adjacent, untaxed areas were assessed to detect any increase in cross-border purchases. Data used for this analysis spanned from January 1, 2012, to February 29, 2020, and were analyzed between June 1, 2022, and September 29, 2023., Main Outcomes and Measures: The main outcomes were the changes in SSB prices and volume purchased., Results: Using nutritional information, 5500 unique universal product codes were classified as SSBs, according to tax designations. The sample included 26 338 stores-496 located in treated localities, 1340 in bordering localities, and 24 502 in the donor pool. Prices of SSBs increased by an average of 33.1% (95% CI, 14.0% to 52.2%; P < .001) during the 2 years following tax implementation, corresponding to an average price increase of 1.3¢ per oz and a 92% tax pass-through rate from distributors to consumers. SSB purchases declined in total volume by an average of 33.0% (95% CI, -2.2% to -63.8%; P = .04) following tax implementation, corresponding to a -1.00 price elasticity of demand. The observed price increase and corresponding volume decrease immediately followed tax implementation, and both outcomes were sustained in the months thereafter. No evidence of increased cross-border purchases following tax implementation was found., Conclusions and Relevance: In this cross-sectional study, SSB taxes led to substantial, consistent declines in SSB purchases across 5 taxed cities following price increases associated with those taxes. Scaling SSB taxes nationally could yield substantial public health benefits.
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- 2024
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17. Pro- and Anti-Tax Framing in News Articles About California Sugar-Sweetened Beverage Tax Campaigns from 2014-2018.
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Garcia K, Mejia P, Perez-Sanz S, Dorfman L, Madsen K, and Schillinger D
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- Child, Humans, Taxes, Beverages, Dissent and Disputes, California, Sugar-Sweetened Beverages adverse effects
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Sugar-sweetened beverages (SSB) contribute to illness, especially among marginalized communities and children targeted by the beverage industry. SSB taxes can reduce consumption, illness burden, and health inequities, while generating revenue for health programs, and as one way to hold the industry responsible for their harmful products and marketing malpractices. Supporters and opponents have debated SSB tax proposals in news coverage - a key source of information that helps to shape public policy debates. To learn how four successful California-based SSB tax campaigns were covered in the news, we conducted a content analysis, comparing how SSB taxes were portrayed. We found that pro-tax arguments frequently reported data to expose the beverage industry's outsized campaign spending and emphasize the health harms of SSBs, often from health professionals. However, pro-tax arguments rarely described the benefits of SSB taxes, or how they can act as a tool for industry accountability. By contrast, anti-tax arguments overtly appealed to values and promoted misinformation, often from representatives from industry-funded front groups. As experts recommend additional SSB tax proposals, and as the industry mounts legislative counter-tactics to prevent them, advocates should consider harnessing community representatives as messengers and values-based messages to highlight the benefits of SSB taxes.
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- 2023
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18. Visit and Between-Visit Interaction Frequency Before and After COVID-19 Telehealth Implementation.
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Nouri S, Lyles CR, Sherwin EB, Kuznia M, Rubinsky AD, Kemper KE, Nguyen OK, Sarkar U, Schillinger D, and Khoong EC
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- Adult, Female, Humans, Male, Retrospective Studies, Delivery of Health Care, Primary Health Care, COVID-19, Telemedicine, Diabetes Mellitus therapy
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Importance: Telehealth implementation associated with the COVID-19 public health emergency (PHE) affected patient-clinical team interactions in numerous ways. Yet, studies have narrowly examined billed patient-clinician visits rather than including visits with other team members (eg, pharmacists) or between-visit interactions., Objective: To evaluate rates of change over time in visits (in-person, telehealth) and between-visit interactions (telephone calls, patient portal messages) overall and by key patient characteristics., Design, Setting, and Participants: This retrospective cohort study included adults with diabetes receiving primary care at urban academic (University of California San Francisco [UCSF]) and safety-net (San Francisco Health Network [SFHN]) health care systems. Encounters from April 2019 to March 2021 were analyzed., Exposure: Telehealth implementation over 3 periods: pre-PHE (April 2019 to March 2020), strict shelter-in-place (April to June 2020), and hybrid-PHE (July 2020 to March 2021)., Main Outcomes and Measures: The main outcomes were rates of change in monthly mean number of total encounters, visits with any health care team member, visits with billing clinicians, and between-visit interactions. Key patient-level characteristics were age, race and ethnicity, language, and neighborhood socioeconomic status (nSES)., Results: Of 15 148 patients (4976 UCSF; 8975 SFHN) included, 2464 (16%) were 75 years or older, 7734 (51%) were female patients, 9823 (65%) self-identified as racially or ethnically minoritized, 6223 (41%) had a non-English language preference, and 4618 (31%) lived in the lowest nSES quintile. After accounting for changes to care delivery through an interrupted time-series analysis, total encounters increased in the hybrid-PHE period (UCSF: 2.3% per patient/mo; 95% CI, 1.6%-2.9% per patient/mo; SFHN: 1.8% per patient/mo, 95% CI, 1.3%-2.2% per patient/mo), associated primarily with growth in between-visit interactions (UCSF: 3.1% per patient/mo, 95% CI, 2.3%-3.8% per patient/mo; SFHN: 2.9% per patient/mo, 95% CI, 2.3%-3.4% per patient/mo). In contrast, rates of visits were stable during the hybrid-PHE period. Although there were fewer differences in visit use by key patient-level characteristics during the hybrid-PHE period, pre-PHE differences in between-visit interactions persisted during the hybrid-PHE period at SFHN. Asian and Chinese-speaking patients at SFHN had fewer monthly mean between-visit interactions compared with White patients (0.46 [95% CI, 0.42-0.50] vs 0.59 [95% CI, 0.53-0.66] between-visit interactions/patient/mo; P < .001) and English-speaking patients (0.52 [95% CI, 0.47-0.58] vs 0.61 [95% CI, 0.56-0.66] between-visit interactions/patient/mo; P = .03)., Conclusions and Relevance: In this study, pre-PHE growth in overall patient-clinician encounters persisted after PHE-related telehealth implementation, driven in both periods by between-visit interactions. Differential utilization based on patient characteristics was observed, which may indicate disparities. The implications for health care team workload and patient outcomes are unknown, particularly regarding between-visit interactions. Therefore, to comprehensively understand care utilization for patients with chronic diseases, research should expand beyond billed visits.
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- 2023
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19. Automated Strategy Feedback Can Improve the Readability of Physicians' Electronic Communications to Simulated Patients.
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Roscoe RD, Balyan R, McNamara DS, Banawan M, and Schillinger D
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Modern communication between health care professionals and patients increasingly relies upon secure messages (SMs) exchanged through an electronic patient portal. Despite the convenience of secure messaging, challenges include gaps between physician and patient expertise along with the asynchronous nature of such communication. Importantly, less readable SMs from physicians (e.g., too complicated) may result in patient confusion, non-adherence, and ultimately poorer health outcomes. The current simulation trial synthesizes work on patient-physician electronic communication, message readability assessments, and feedback to explore the potential for automated strategy feedback to improve the readability of physicians' SMs to patients. Within a simulated secure messaging portal featuring multiple simulated patient scenarios, computational algorithms assessed the complexity of SMs written by 67 participating physicians to patients. The messaging portal provided strategy feedback for how physician responses might be improved (e.g., adding details and information to reduce complexity). Analyses of changes in SM complexity revealed that automated strategy feedback indeed helped physicians compose and refine more readable messages. Although the effects for any individual SM were slight, the cumulative effects within and across patient scenarios showed trends of decreasing complexity. Physicians appeared to learn how to craft more readable SMs via interactions with the feedback system. Implications for secure messaging systems and physician training are discussed, along with considerations for further investigation of broader physician populations and effects on patient experience., Competing Interests: Declaration of interests The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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- 2023
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20. Health Communication Science in the Balance.
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Schillinger D and Baron RJ
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- 2023
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21. Testing the effectiveness of narrative messages using critical health communication.
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Zhou M, Ramírez AS, Chittamuru D, Schillinger D, and Ha S
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- Female, Humans, Beverages, Intention, Surveys and Questionnaires, Adolescent, Young Adult, Adult, Health Communication, Sugar-Sweetened Beverages
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Background: Latinos suffer from health disparities associated with excessive consumption of sugar-sweetened beverages. This study aimed to test the effectiveness of messaging using critical health communication approaches and delivered by two narrative modalities (video and comic book) with similar content that aims to empower Latinos to advocate for social change and to make individual behavior change related to sugary beverage consumption., Methods: Participants ( N = 129 Mexican American women between 18 and 29 years) completed an online survey before and after exposure to an embedded stimulus. Participants were randomly assigned to a stimulus, a narrative message in video or comic book format, both developed using critical health communication approaches that focused on individual harms and social causes of sugary beverage consumption., Results: Paired sample t-test results showed that both narrative messages increased intentions to reduce sugary beverage consumption (Video: P < 0.01; d = 0.43; Comic: P = 0.03; d = 0.28). Both groups also demonstrated significant improvements in sugary beverage-related media literacy (Video: P = 0.01, d = 0.34; Comic: P = 0.05, d = 0.25), public health literacy (Video: P = 0.05, d = 0.24; Comic: P = 0.01, d = 0.32), and empowerment to engage in sugary beverage-related community movements (Video: P = 0.003, d = 0.38; Comic: P = 0.034, d = 0.27)., Conclusions: This study provides initial evidence indicating the effectiveness of narrative messages in two modalities using critical health communication for promoting individual behavioral intention and social activation in reducing sugary beverage consumption.
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- 2023
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22. The "Survival Pending Revolution" COVID-19 vaccination campaign: an example of critical communication theory in action.
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Schillinger D, Cortez G, and Lee M
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- Adolescent, Young Adult, Humans, Health Promotion methods, Communication, Public Health, COVID-19 Vaccines, COVID-19 prevention & control
- Abstract
Introduction: We carried out a two-phase, qualitative evaluation of a novel public health campaign to promote COVID-19 vaccination among youth and young adults of color (YOC), called Survival Pending Revolution. The campaign, commissioned by California's Department of Public Health, was created by YOC spoken word artists, under the direction of the organization, Youth Speaks., Methods: In phase 1, we describe the communication attributes of the campaign's nine video-poems, coded the content of the pieces, and applied thematic analysis to describe the themes conveyed. In phase 2, we carried out a comparative health communication study to assess the content's potential value. We exposed a sample of the target audience (YOC) to the content of Survival Pending Revolution and a widely viewed comparator campaign (The Conversation). Using a focus group, we solicited participants' views using a semi-structured approach. Using thematic analysis, we summarized the reactions that arose when participants reflected on the attributes of each campaign., Results: Findings from phase 1 reveal how engaging YOC artists who embrace Youth Speaks' philosophy of harnessing "life as primary text" resulted in content that is aligned with critical communication theory, focusing on structural determinants of health, including themes of overcoming oppressive systems, health and social inequities, and medical discrimination and mistrust. Findings from phase 2 reveal that this arts-based campaign based on such critical communication theory, when compared to a more traditional campaign, promotes message salience, fosters emotional engagement, and provides a form of validation among historically oppressed groups such that they may be more open to, and potentially act on, the COVID-19 vaccination communications to which they are exposed., Discussion: As an example of critical communication, the Survival Pending Revolution campaign encourages health-promoting behavioral decisions while calling out the structural determinants of health that shape risks of exposure and constrain free choice. Engaging uniquely gifted members of marginalized populations as creators and messengers of campaigns lead to content that is aligned with a critical communication approach, whose goal is to aid disparity populations in both resisting and navigating systems that continue to locate them on the margins of society. Our evaluation of this campaign suggests that it represents a promising formative and interventional approach to engendering trust in public health messaging and promoting health equity., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Schillinger, Cortez and Lee.)
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- 2023
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23. Rethinking diabetes in the United States.
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Herman WH and Schillinger D
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- Humans, United States epidemiology, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 prevention & control, Social Determinants of Health, Environment
- Abstract
Despite the availability of effective medical treatments, the diabetes epidemic has accelerated in the United States, efforts to translate treatments into routine clinical practice have stalled, and health inequities have persisted. The National Clinical Care Commission (NCCC) was established by the Congress to make recommendations to better leverage federal policies and programs to more effectively prevent and control diabetes and its complications. The NCCC developed a guiding framework that incorporated elements of the Socioecological and Chronic Care Models. It gathered information from both health-related and non-health-related federal agencies, held 12 public meetings, solicited public comments, met with interested parties and key informants, and performed comprehensive literature reviews. The final report of the NCCC was transmitted to the Congress in January 2022. It called for a rethinking of the problem of diabetes in the United States, including the recognition that the lack of progress is due to a failure to confront diabetes as both a complex societal problem as well as a biomedical problem. To prevent and control diabetes, public policies and programs must be aligned to address both social and environmental determinants of health and health care delivery as they impact diabetes. In this article, we discuss the findings and recommendations of the NCCC as they relate to the social and environmental factors that influence the risk of type 2 diabetes and argue that the prevention and control of type 2 diabetes in the U.S. must begin with concrete population-level interventions to address social and environmental determinants of health., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. Both WHH and DS were appointed, non-federal members of the National Clinical Care Commission., (Copyright © 2023 Herman and Schillinger.)
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- 2023
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24. Evaluation of the sugar-sweetened beverage tax in Oakland, United States, 2015-2019: A quasi-experimental and cost-effectiveness study.
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White JS, Basu S, Kaplan S, Madsen KA, Villas-Boas SB, and Schillinger D
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- Humans, Cost-Benefit Analysis, Taxes, Beverages, Consumer Behavior, Commerce, Sugar-Sweetened Beverages
- Abstract
Background: While a 2021 federal commission recommended that the United States government levy a sugar-sweetened beverage (SSB) tax to improve diabetes prevention and control efforts, evidence is limited regarding the longer-term impacts of SSB taxes on SSB purchases, health outcomes, costs, and cost-effectiveness. This study estimates the impact and cost-effectiveness of an SSB tax levied in Oakland, California., Methods and Findings: An SSB tax ($0.01/oz) was implemented on July 1, 2017, in Oakland. The main sample of sales data included 11,627 beverage products, 316 stores, and 172,985,767 product-store-month observations. The main analysis, a longitudinal quasi-experimental difference-in-differences approach, compared changes in beverage purchases at stores in Oakland versus Richmond, California (a nontaxed comparator in the same market area) before and 30 months after tax implementation (through December 31, 2019). Additional estimates used synthetic control methods with comparator stores in Los Angeles, California. Estimates were inputted into a closed-cohort microsimulation model to estimate quality-adjusted life years (QALYs) and societal costs (in Oakland) from 6 SSB-associated disease outcomes. In the main analysis, SSB purchases declined by 26.8% (95% CI -39.0 to -14.7, p < 0.001) in Oakland after tax implementation, compared with Richmond. There were no detectable changes in purchases of untaxed beverages or sweet snacks or purchases in border areas surrounding cities. In the synthetic control analysis, declines in SSB purchases were similar to the main analysis (-22.4%, 95% CI -41.7% to -3.0%, p = 0.04). The estimated changes in SSB purchases, when translated into declines in consumption, would be expected to accrue QALYs (94 per 10,000 residents) and significant societal cost savings (>$100,000 per 10,000 residents) over 10 years, with greater gains over a lifetime horizon. Study limitations include a lack of SSB consumption data and use of sales data primarily from chain stores., Conclusions: An SSB tax levied in Oakland was associated with a substantial decline in volume of SSBs purchased, an association that was sustained more than 2 years after tax implementation. Our study suggests that SSB taxes are effective policy instruments for improving health and generating significant cost savings for society., Competing Interests: I have read the journal’s policy and the authors of this manuscript have the following competing interests. SB is a member of PLOS Medicine’s Editorial Board., (Copyright: © 2023 White et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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25. The National Clinical Care Commission Report to Congress: Summary and Next Steps.
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Conlin PR, Boltri JM, Bullock A, Greenlee MC, Lopata AM, Powell C, Schillinger D, Tracer H, and Herman WH
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- Humans, United States epidemiology, Diabetes Mellitus, Type 2 prevention & control, Health Policy, Health Equity
- Abstract
The U.S. is experiencing an epidemic of type 2 diabetes. Socioeconomically disadvantaged and certain racial and ethnic groups experience a disproportionate burden from diabetes and are subject to disparities in treatment and outcomes. The National Clinical Care Commission (NCCC) was charged with making recommendations to leverage federal policies and programs to more effectively prevent and control diabetes and its complications. The NCCC determined that diabetes cannot be addressed simply as a medical problem but must also be addressed as a societal problem requiring social, clinical, and public health policy solutions. As a result, the NCCC's recommendations address policies and programs of both non-health-related and health-related federal agencies. The NCCC report, submitted to the U.S. Congress on 6 January 2022, makes 39 specific recommendations, including three foundational recommendations that non-health-related and health-related federal agencies coordinate their activities to better address diabetes, that all federal agencies and departments ensure that health equity is a guiding principle for their policies and programs that impact diabetes, and that all Americans have access to comprehensive and affordable health care. Specific recommendations are also made to improve general population-wide policies and programs that impact diabetes risk and control, to increase awareness and prevention efforts among those at high risk for type 2 diabetes, and to remove barriers to access to effective treatments for diabetes and its complications. Finally, the NCCC recommends that an Office of National Diabetes Policy be established to coordinate the activities of health-related and non-health-related federal agencies to address diabetes prevention and treatment. The NCCC urges Congress and the Secretary of Health and Human Services to implement these recommendations to protect the health and well-being of the more than 130 million Americans at risk for and living with diabetes., (© 2023 by the American Diabetes Association.)
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- 2023
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26. The National Clinical Care Commission Report to Congress: Leveraging Federal Policies and Programs for Population-Level Diabetes Prevention and Control: Recommendations From the National Clinical Care Commission.
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Schillinger D, Bullock A, Powell C, Fukagawa NK, Greenlee MC, Towne J, Gonzalvo JD, Lopata AM, Cook JW, and Herman WH
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- Humans, Policy, Beverages, Housing, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 prevention & control, Sugar-Sweetened Beverages
- Abstract
The etiology of type 2 diabetes is rooted in a myriad of factors and exposures at individual, community, and societal levels, many of which also affect the control of type 1 and type 2 diabetes. Not only do such factors impact risk and treatment at the time of diagnosis but they also can accumulate biologically from preconception, in utero, and across the life course. These factors include inadequate nutritional quality, poor access to physical activity resources, chronic stress (e.g., adverse childhood experiences, racism, and poverty), and exposures to environmental toxins. The National Clinical Care Commission (NCCC) concluded that the diabetes epidemic cannot be treated solely as a biomedical problem but must also be treated as a societal problem that requires an all-of-government approach. The NCCC determined that it is critical to design, leverage, and coordinate federal policies and programs to foster social and environmental conditions that facilitate the prevention and treatment of diabetes. This article reviews the rationale, scientific evidence base, and content of the NCCC's population-wide recommendations that address food systems; consumption of water over sugar-sweetened beverages; food and beverage labeling; marketing and advertising; workplace, ambient, and built environments; and research. Recommendations relate to specific federal policies, programs, agencies, and departments, including the U.S. Department of Agriculture, the Food and Drug Administration, the Federal Trade Commission, the Department of Housing and Urban Development, the Environmental Protection Agency, and others. These population-level recommendations are transformative. By recommending health-in-all-policies and an equity-based approach to governance, the NCCC Report to Congress has the potential to contribute to meaningful change across the diabetes continuum and beyond. Adopting these recommendations could significantly reduce diabetes incidence, complications, costs, and inequities. Substantial political resolve will be needed to translate recommendations into policy. Engagement by diverse members of the diabetes stakeholder community will be critical to such efforts., (© 2023 by the American Diabetes Association.)
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- 2023
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27. The National Clinical Care Commission Report to Congress: Recommendations to Better Leverage Federal Policies and Programs to Prevent and Control Diabetes.
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Herman WH, Schillinger D, Bolen S, Boltri JM, Bullock A, Chong W, Conlin PR, Cook JW, Dokun A, Fukagawa N, Gonzalvo J, Greenlee MC, Hawkins M, Idzik S, Leake E, Linder B, Lopata AM, Schumacher P, Shell D, Strogatz D, Towne J, Tracer H, and Wu S
- Subjects
- Humans, Policy, Housing, Prediabetic State, Diabetes Mellitus, Type 2
- Abstract
The National Clinical Care Commission (NCCC) was established by Congress to make recommendations to leverage federal policies and programs to more effectively prevent and treat diabetes and its complications. The NCCC developed a guiding framework that incorporated elements of the Socioecological and Chronic Care Models. It surveyed federal agencies and conducted follow-up meetings with representatives from 10 health-related and 11 non-health-related federal agencies. It held 12 public meetings, solicited public comments, met with numerous interested parties and key informants, and performed comprehensive literature reviews. The final report, transmitted to Congress in January 2022, contained 39 specific recommendations, including 3 foundational recommendations that addressed the necessity of an all-of-government approach to diabetes, health equity, and access to health care. At the general population level, the NCCC recommended that the federal government adopt a health-in-all-policies approach so that the activities of non-health-related federal agencies that address agriculture, food, housing, transportation, commerce, and the environment be coordinated with those of health-related federal agencies to affirmatively address the social and environmental conditions that contribute to diabetes and its complications. For individuals at risk for type 2 diabetes, including those with prediabetes, the NCCC recommended that federal policies and programs be strengthened to increase awareness of prediabetes and the availability of, referral to, and insurance coverage for intensive lifestyle interventions for diabetes prevention and that data be assembled to seek approval of metformin for diabetes prevention. For people with diabetes and its complications, the NCCC recommended that barriers to proven effective treatments for diabetes and its complications be removed, the size and competence of the workforce to treat diabetes and its complications be increased, and new payment models be implemented to support access to lifesaving medications and proven effective treatments for diabetes and its complications. The NCCC also outlined an ambitious research agenda. The NCCC strongly encourages the public to support these recommendations and Congress to take swift action., (© 2023 by the American Diabetes Association.)
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- 2023
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28. The National Clinical Care Commission Report to Congress: Background, Methods, and Foundational Recommendations.
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Herman WH, Bullock A, Boltri JM, Conlin PR, Greenlee MC, Lopata AM, Powell C, Tracer H, and Schillinger D
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- Humans, United States, Health Promotion, Diabetes Mellitus, Type 2 prevention & control
- Abstract
Since the first Federal Commission on Diabetes issued its report in 1975, the diabetes epidemic in the U.S. has accelerated, and efforts to translate advances in diabetes treatment into routine clinical practice have stalled. In 2021, the National Clinical Care Commission (NCCC) delivered a report to Congress that provided recommendations to leverage federal policies and programs to more effectively prevent and treat diabetes and its complications. In the five articles in this series, we present the NCCC's evidence-based recommendations to 1) reduce diabetes-related risks, prevent type 2 diabetes, and avert diabetes complications through changes in federal policies and programs affecting the general population; 2) prevent type 2 diabetes in at-risk individuals through targeted lifestyle and medication interventions; and 3) improve the treatment of diabetes and its complications to improve the health outcomes of people with diabetes. In this first article, we review the successes and limitations of previous federal efforts to combat diabetes. We then describe the establishment of and charge to the NCCC. We discuss the development of a hybrid conceptual model that guided the NCCC's novel all-of-government approach to address diabetes as both a societal and medical problem. We then review the procedures used by the NCCC to gather information from federal agencies, stakeholders, key informants, and the public and to conduct literature reviews. Finally, we review the NCCC's three foundational recommendations: 1) improve the coordination of non-health-related and health-related federal agencies to address the social and environmental conditions that are accelerating the diabetes epidemic; 2) ensure that all Americans at risk for and with diabetes have health insurance and access to health care; and 3) ensure that all federal policies and programs promote health equity in diabetes., (© 2023 by the American Diabetes Association.)
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- 2023
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29. Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems.
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Gangwar T and Schillinger D
- Abstract
The concept of concurrent material and structure optimization aims at alleviating the computational discovery of optimum microstructure configurations in multiphase hierarchical systems, whose macroscale behavior is governed by their microstructure composition that can evolve over multiple length scales from a few micrometers to centimeters. It is based on the split of the multiscale optimization problem into two nested sub-problems, one at the macroscale (structure) and the other at the microscales (material). In this paper, we establish a novel formulation of concurrent material and structure optimization for multiphase hierarchical systems with elastoplastic constituents at the material scales. Exploiting the thermomechanical foundations of elastoplasticity, we reformulate the material optimization problem based on the maximum plastic dissipation principle such that it assumes the format of an elastoplastic constitutive law and can be efficiently solved via modified return mapping algorithms. We integrate continuum micromechanics based estimates of the stiffness and the yield criterion into the formulation, which opens the door to a computationally feasible treatment of the material optimization problem. To demonstrate the accuracy and robustness of our framework, we define new benchmark tests with several material scales that, for the first time, become computationally feasible. We argue that our formulation naturally extends to multiscale optimization under further path-dependent effects such as viscoplasticity or multiscale fracture and damage., Competing Interests: Conflict of interestThe authors have no conflict of interest to disclose., (© The Author(s) 2023.)
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- 2023
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30. Extent of Follow-Up on Abnormal Cancer Screening in Multiple California Public Hospital Systems: A Retrospective Review.
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Khoong EC, Rivadeneira NA, Pacca L, Schillinger D, Lown D, Babaria P, Gupta N, Pramanik R, Tran H, Whitezell T, Somsouk M, and Sarkar U
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- Humans, Female, Retrospective Studies, Early Detection of Cancer, Follow-Up Studies, Colonoscopy, California epidemiology, Breast Neoplasms diagnosis, Colorectal Neoplasms diagnosis
- Abstract
Background: Inequitable follow-up of abnormal cancer screening tests may contribute to racial/ethnic disparities in colon and breast cancer outcomes. However, few multi-site studies have examined follow-up of abnormal cancer screening tests and it is unknown if racial/ethnic disparities exist., Objective: This report describes patterns of performance on follow-up of abnormal colon and breast cancer screening tests and explores the extent to which racial/ethnic disparities exist in public hospital systems., Design: We conducted a retrospective cohort study using data from five California public hospital systems. We used multivariable robust Poisson regression analyses to examine whether patient-level factors or site predicted receipt of follow-up test., Main Measures: Using data from five public hospital systems between July 2015 and June 2017, we assessed follow-up of two screening results: (1) colonoscopy after positive fecal immunochemical tests (FIT) and (2) tissue biopsy within 21 days after a BIRADS 4/5 mammogram., Key Results: Of 4132 abnormal FITs, 1736 (42%) received a follow-up colonoscopy. Older age, Medicaid insurance, lack of insurance, English language, and site were negatively associated with follow-up colonoscopy, while Hispanic ethnicity and Asian race were positively associated with follow-up colonoscopy. Of 1702 BIRADS 4/5 mammograms, 1082 (64%) received a timely biopsy; only site was associated with timely follow-up biopsy., Conclusion: Despite the vulnerabilities of public-hospital-system patients, follow-up of abnormal cancer screening tests occurs at rates similar to that of patients in other healthcare settings, with colon cancer screening test follow-up occurring at lower rates than follow-up of breast cancer screening tests. Site-level factors have larger, more consistent impact on follow-up rates than patient sociodemographic traits. Resources are needed to identify health system-level factors, such as test follow-up processes or data infrastructure, that improve abnormal cancer screening test follow-up so that effective health system-level interventions can be evaluated and disseminated., (© 2022. The Author(s).)
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- 2023
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31. CRANIUM: a quasi-experimental study to improve metabolic screening and HIV testing in community mental health clinics compared to usual care.
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Hwong AR, Chagwedera DN, Thomas M, Niu G, Quan J, Vittinghoff E, Schillinger D, Newcomer JW, Gonzalez A, Essock S, and Mangurian C
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- Humans, Glycated Hemoglobin, HIV Testing, Skull, Lipids, Mental Health, HIV Infections diagnosis
- Abstract
Background: Individuals with serious mental illness often do not receive guideline-concordant metabolic screening and human immunodeficiency virus (HIV) testing, contributing to increased morbidity and premature mortality. This study evaluates the effectiveness of CRANIUM (Cardiometabolic Risk Assessment and treatment through a Novel Integration model for Underserved populations with Mental illness), an intervention to increase metabolic screening and HIV testing among patients with serious mental illness in a community mental health clinic compared to usual care., Methods: The study used a quasi-experimental design, prospectively comparing a preventive care screening intervention at one community mental health clinic (n = 536 patients) to usual care at the remaining clinics within an urban behavioural health system (n = 4,847 patients). Psychiatrists at the intervention site received training in preventive health screening and had access to a primary care consultant, screening and treatment algorithms, patient registries, and a peer support specialist. Outcomes were the change in screening rates of A1c, lipid, and HIV testing post-intervention at the intervention site compared to usual care sites., Results: Rates of lipid screening and HIV testing increased significantly at the intervention site compared to usual care, with and without multivariable adjustment [Lipid: aOR 1.90, 95% CI 1.32-2.75, P = .001; HIV: aOR 23.42, 95% CI 5.94-92.41, P < .001]. While we observed a significant increase in A1c screening rates at the intervention site, this increase did not persist after multivariable adjustment (aOR 1.37, 95% CI .95-1.99, P = .09)., Conclusions: This low-cost, reverse integrated care model targeting community psychiatrist practices had modest effects on increasing preventive care screenings, with the biggest effect seen for HIV testing rates. Additional incentives and structural supports may be needed to further promote screening practices for individuals with serious mental illness., (© 2022. The Author(s).)
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- 2022
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32. Lessons Learned From a New Reverse-Integration Model to Improve Primary Care Screening in Community Mental Health Settings.
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Mangurian C, Thomas MD, Mitsuishi F, Goldman LE, Niu G, Handley MA, Riano NS, Hwong A, Essock S, Dilley J, Newcomer JW, and Schillinger D
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- Humans, Mental Health, Patient Participation, Preventive Health Services, Mental Disorders diagnosis, Mental Disorders therapy, Primary Health Care
- Abstract
The authors sought to describe a reverse-integration intervention aimed at improving preventive health screening in a community mental health clinic. The intervention, CRANIUM (cardiometabolic risk assessment and treatment through a novel integration model for underserved populations with mental illness), integrated primary care services into a large urban community mental health setting. It was implemented in 2015 and included a patient-centered team, population-based care, emphasis on screening, and evidence-based treatment. CRANIUM's strengths included provider acceptability, a patient-centered approach, sustained patient engagement, and economic feasibility. Challenges included underutilized staff, registry maintenance, and unanticipated screening barriers. The CRANIUM reverse-integration model can be feasibly implemented and was acceptable to providers.
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- 2022
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33. Evaluating Natural Experiments that Impact the Diabetes Epidemic: an Introduction to the NEXT-D3 Network.
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Siegel KR, Ali MK, Ackermann RT, Black B, Huguet N, Kho A, Mangione CM, Nauman E, Ross-Degnan D, Schillinger D, Shi L, Wharam JF, and Duru OK
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- Health Services Accessibility, Humans, Insurance, Health, Patient Protection and Affordable Care Act, United States epidemiology, Diabetes Complications, Diabetes Mellitus, Type 2 complications, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 therapy
- Abstract
Purpose of Review: Diabetes is an ongoing public health issue in the USA, and, despite progress, recent reports suggest acute and chronic diabetes complications are increasing., Recent Findings: The Natural Experiments for Translation in Diabetes 3.0 (NEXT-D3) Network is a 5-year research collaboration involving six academic centers (Harvard University, Northwestern University, Oregon Health & Science University, Tulane University, University of California Los Angeles, and University of California San Francisco) and two funding agencies (Centers for Disease Control and Prevention and National Institutes of Health) to address the gaps leading to persisting diabetes burdens. The network builds on previously funded networks, expanding to include type 2 diabetes (T2D) prevention and an emphasis on health equity. NEXT-D3 researchers use rigorous natural experiment study designs to evaluate impacts of naturally occurring programs and policies, with a focus on diabetes-related outcomes. NEXT-D3 projects address whether and to what extent federal or state legislative policies and health plan innovations affect T2D risk and diabetes treatment and outcomes in the USA; real-world effects of increased access to health insurance under the Affordable Care Act; and the effectiveness of interventions that reduce barriers to medication access (e.g., decreased or eliminated cost sharing for cardiometabolic medications and new medications such as SGLT-2 inhibitors for Medicaid patients). Overarching goals include (1) expanding generalizable knowledge about policies and programs to manage or prevent T2D and educate decision-makers and organizations and (2) generating evidence to guide the development of health equity goals to reduce disparities in T2D-related risk factors, treatment, and complications., (© 2022. This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply.)
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- 2022
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34. Impact of an Arts-based Public Health Literacy Program Delivered Online to High School Students during the COVID-19 Pandemic.
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Thompson HR, Mendelson J, Zamek M, Cortez G, and Schillinger D
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- Adolescent, Adult, Humans, Public Health, Pandemics, Students, COVID-19 epidemiology, COVID-19 prevention & control, Diabetes Mellitus, Type 2
- Abstract
The COVID-19 pandemic, coupled with the domestic socio-political unrest of 2020, provides a critical opportunity to reframe how we engage with youth around health and disease risk. The Bigger Picture (TBP), a spoken word, arts-based public health literacy campaign, uses a social justice and racial equity frame to activate youth around social determinants of health, including salient topics such as type 2 diabetes, COVID-19, climate change, and police violence. This quasi-experimental study determined the impact of providing an online adaptation of TBP during the COVID-19 pandemic to urban, low-income, diverse high school students (3 intervention schools assigned to receive TBP-based spoken word program; 3 comparison schools received a non-health focused spoken word program). We used outcomes derived from the Culture of Health framework, including: (1) health-related mind-sets and expectations; (2) sense of belonging; and (3) civic engagement. Students completed pre/post surveys; a subset of adults and youth from all 6 schools completed semi-structured interviews. TBP participation resulted in measurable shifts in students' mind-sets around structural drivers of health and health inequity and increases in plans for future civic engagement. Arts-based programming with an intentional focus on the social ecological model and health equity appears to impact young people, even when delivered online.
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- 2022
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35. Type 2 Diabetes as a Socioecological Disease: Can Youth Poets of Color Become Messengers of Truth and Catalysts for Change?
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Abbs E, Daniels R, and Schillinger D
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- Adolescent, Exercise, Humans, Life Style, Public Health, Diabetes Mellitus, Type 2 prevention & control, Health Literacy
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Background: Efforts to confront the type 2 diabetes (T2D) epidemic have been stymied by an absence of effective communication on policy fronts. Whether art can be harnessed to reframe the T2D discourse from an individual, biomedical problem to a multilevel, communal and social problem is not known., Method: We explored whether spoken word workshops enable young artists of color to convey a critical consciousness about T2D. The Bigger Picture fosters creation and dissemination of art to shift from the narrow biomedical model toward a comprehensive socioecological model (SEM). Workshops offer (1) public health content, (2) writing exercises, and (3) feedback on drafts. Based on Freire and Boal's participatory pedagogy, workshops encourage youth to tap into their lived experiences when creating poetry. We analyzed changes in public health literary and activation among participants and mapped poems onto the SEM to assess whether their poetry conveyed the multilevel perspective critical to public health literacy., Results: Participants reported significant increases in personal relevance of T2D prevention, T2D discussions with peers, concern about corporations' targeted marketing, and interest in community organizing to confront the epidemic. Across stanzas, nearly all poems (95%) featured >three of five SEM levels (systemic forces, sectors of influence, societal norms, behavioral settings, individual factors); three-quarters (78%) featured >four levels., Conclusions: Engaging youth poets of color to develop artistic content to combat T2D can increase their public health literary and social activation and foster compelling art that communicates how complex, multilevel forces interact to generate disease and disease disparities.
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- 2022
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36. Rigorous mathematical optimization of synthetic hepatic vascular trees.
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Jessen E, Steinbach MC, Debbaut C, and Schillinger D
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- Humans, Phylogeny, Algorithms, Liver
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In this paper, we introduce a new framework for generating synthetic vascular trees, based on rigorous model-based mathematical optimization. Our main contribution is the reformulation of finding the optimal global tree geometry into a nonlinear optimization problem (NLP). This rigorous mathematical formulation accommodates efficient solution algorithms such as the interior point method and allows us to easily change boundary conditions and constraints applied to the tree. Moreover, it creates trifurcations in addition to bifurcations. A second contribution is the addition of an optimization stage for the tree topology. Here, we combine constrained constructive optimization (CCO) with a heuristic approach to search among possible tree topologies. We combine the NLP formulation and the topology optimization into a single algorithmic approach. Finally, we attempt the validation of our new model-based optimization framework using a detailed corrosion cast of a human liver, which allows a quantitative comparison of the synthetic tree structure with the tree structure determined experimentally down to the fifth generation. The results show that our new framework is capable of generating asymmetric synthetic trees that match the available physiological corrosion cast data better than trees generated by the standard CCO approach.
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- 2022
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37. "We need to bring them out from the shadows:" A qualitative study of safety net physician leaders' perspectives on caregivers.
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Semere W, Cemballi AG, Schillinger D, Casillas A, Lemberg M, and Lyles CR
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- Communication, Female, Humans, Male, Patient Care, Qualitative Research, Caregivers, Physicians
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Objective: To explore physician leaders' perspectives on processes and priorities for engaging with caregivers in their clinical practices as well as within their safety net health systems., Methods: We conducted in-depth semi-structured interviews with primary care physicians in care management leadership at three California safety net health systems. Interviews explored physicians' experiences managing medically and socially complex patients with caregivers. Using thematic analysis, two qualitative researchers independently analyzed interview transcripts and established consensus with the broader research team through iterative input to derive major themes., Results: Fifteen physicians completed interviews. Nine participants were women, 8 were White and 10 reported Spanish language proficiency. Participant interviews generated six major themes: challenges uncovering caregiver identities, recognizing variation in caregivers' roles, adapting visit communication strategies to include caregivers, engaging caregivers in patient care, and caring for the caregiver., Conclusions: Engaging caregivers is challenging given the limited recognition of caregiver involvement in patient care by health systems. Adapting visit communication to include caregivers requires bridging language and literacy barriers., Practice Implications: Developing mechanisms to enable the consistent identification of patients' caregivers, facilitate ongoing communication with caregivers, and extend support for them could improve outcomes for vulnerable patients and their families., (Copyright © 2021. Published by Elsevier B.V.)
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- 2022
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38. Family caregivers navigating the health care system: Evolving roles during the COVID-19 pandemic.
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Semere W, Makaroun LK, Beach S, Schillinger D, and Rosland AM
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- Chronic Disease, Delivery of Health Care, Female, Humans, Male, Middle Aged, Pandemics, COVID-19 epidemiology, Caregivers
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Introduction: The COVID-19 pandemic has altered access to health care; it remains unclear how patients with chronic illness and disability and their family caregivers are adapting to these changes. In this study, we examined changes in family caregiver roles helping care recipients with chronic illness and disability navigate health care needs during the COVID-19 pandemic., Methods: From April 15 to May 27, 2020, we distributed online and telephone surveys to family caregiver members of a population-based regional research registry. Caregivers reported whether they were helping "more," "less," or the "same" with ten health care activities (e.g., filling prescriptions, attending medical appointments) now, compared to before the coronavirus pandemic. Using multivariable logistic regression models, we examined caregiver and caregiving context characteristics associated with helping more with 1 or more health care activities., Results: Of 561 caregiver respondents, mean age was 59 years, 76% were women, and 56% co-resided with care recipients. Many caregivers (59%) reported increased help with 1 or more health care activities since the pandemic. Caregivers reported greater help getting medical supplies (31%) and attending care recipients' phone (21%) and video (16%) medical appointments. Women (OR 1.55; 95% CI 1.02-2.36) and caregivers assisting with short-term physical conditions were more likely to help more with 1 or more health care activities (OR 2.81; 95% CI 1.20-6.59)., Discussion: Family caregivers reported their responsibilities helping care recipients with chronic conditions and disabilities stay engaged with health care increased since the pandemic. Providers and health systems should consider targeted strategies to support caregivers helping vulnerable patients access necessary care. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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- 2022
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39. Comment on Dunne et al. The Women's Leadership Gap in Diabetes: A Call for Equity and Excellence. Diabetes Care 2021;44:1734-1743.
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Schmittdiel JA, Adams AS, Haire-Joshu D, Heisler M, Piatt GA, Ackermann R, Chin MH, Gonzalez JS, Manson SM, Narayan KMV, Schillinger D, and Brega AG
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- Female, Humans, Women's Health, Diabetes Mellitus therapy, Leadership
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- 2022
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40. The National Clinical Care Commission Report: Improving Federal Programs That Impact Diabetes Prevention and Care.
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Conlin PR, Greenlee C, Schillinger D, Lopata A, Boltri JM, Tracer H, Albright A, Bullock A, and Herman WH
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- Humans, United States, Diabetes Mellitus prevention & control
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- 2022
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41. Protocol: Effectiveness of message content and format on individual and collective efficacy in reducing the intention to consume sugar-sweetened beverages.
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Zhou M, Chittamuru D, Ha S, Schillinger D, and Ramírez AS
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- Adolescent, Beverages, Ethnicity, Health Promotion, Humans, Intention, Minority Groups, Young Adult, Sugar-Sweetened Beverages
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The strategic use of media is a common approach to promote health. A large body of evidence identifies specific features that increase message efficacy, including tailoring messages to the target audience and using a storytelling format. Yet most message testing research has focused on individual-level outcomes, ignoring the social and environmental determinants of health behaviors, which require collective action and political will to change. Grounded in an ecological approach to communication, we will carry out two double-blinded randomized experiments to test the relative effectiveness of message tailoring (culturally-tailored vs. standard) and format (narrative vs. didactic) to increase the intention to reduce individual sugar-sweetened beverage consumption, the understanding of social and commercial determinants of health, and the sense of empowerment among young adult Latinas. Based on power analyses (80% power at alpha = 0.05), we will randomize 438 participants to two groups (traditional standard infographic and culturally-tailored infographic) in the first study, and 662 participants to two groups (culturally-tailored infographic and culturally-tailored comic book) in the second study. All participants will be measured by a pre-treatment test and an immediate post-treatment test. We hypothesize that culturally-tailored comic book will be most effective, and traditional standard infographic will be least effective, on all levels of outcomes. This study will provide empirical evidence in communication strategies to help young Latinos or other racial/ethnic minority young people to pursue positive dietary behaviors that both benefit themselves and contribute to change of social norms., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2022
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42. Pandemic-related financial hardship and disparities in sugar-sweetened beverage consumption and purchasing among San Francisco Bay Area residents during COVID-19.
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Pulvera R, Altman E, Avina L, Thompson H, Schillinger D, and Madsen K
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Some reports suggest that the COVID-19 pandemic resulted in shifts to unhealthier diets. These unhealthier diets may include sugar-sweetened beverages (SSBs), which strongly contribute to diabetes and other chronic diseases. Using cross-sectional surveys in the San Francisco Bay Area, California, USA we sought to assess self-reported SSB consumption during the pandemic's shelter-in-place and self-reported changes in SSB purchasing from before to during the pandemic's shelter-in-place, stratifying by indices of pandemic-related financial hardship. Nearly 60% of our diverse sample (N = 943) reported that it was harder to pay for basics (like food and utilities) during shelter-in-place. Among those who found it harder to pay for basics and received financial assistance during shelter-in-place, we found a ten-fold higher frequency of daily SSB consumption compared to those not facing new financial hardship (2.76 [95% CI: 1.78, 3.74] versus 0.30 [95% CI: 0.23, 0.37] times/day). There were no statistically significant increases in reported purchasing of any SSB, but those with new financial hardship during shelter-in-place reported greater purchasing of regular soda relative to those with no new hardship (0.20 on a 3-point scale [95% CI: 0.03, 0.37]). Our findings suggest that new hardship may increase unhealthy behaviors and worsen existing disparities in SSB consumption. Such disparities are a reminder of the urgent need to reduce economic inequity and improve the quality of our emergency food system in order to mitigate the impact of public health crises like the COVID-19 pandemic., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2022 The Author(s).)
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- 2022
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43. A Root Cause Analysis of Barriers to Timely Colonoscopy in California Safety-Net Health Systems.
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Sharma AE, Lyson HC, Cherian R, Somsouk M, Schillinger D, and Sarkar U
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- California, Colonoscopy, Early Detection of Cancer methods, Humans, Colorectal Neoplasms diagnosis, Root Cause Analysis
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Objectives: Safety-net health care systems, serving vulnerable populations, see longer delays to timely colonoscopy after a positive fecal occult blood test (FOBT), which may contribute to existing disparities. We sought to identify root causes of colonoscopy delay after positive FOBT result in the primary care safety net., Methods: We conducted a multisite root cause analysis of cases of delayed colonoscopy, identifying cases where there was a delay of greater than 6 months in completing or scheduling a follow-up colonoscopy after a positive FOBT. We identified cases across 5 California health systems serving low-income, vulnerable populations. We developed a semistructured interview guide based on precedent work. We conducted telephone individual interviews with primary care providers (PCPs) and patients. We then performed qualitative content analysis of the interviews, using an integrated inductive-deductive analytic approach, to identify themes related to recurrent root causes of colonoscopy delay., Results: We identified 12 unique cases, comprising 5 patient and 11 PCP interviews. Eight patients completed colonoscopy; median time to colonoscopy was 11.0 months (interquartile range, 6.3 months). Three patients had advanced adenomatous findings. Primary care providers highlighted system-level root causes, including inability to track referrals between primary care and gastroenterology, lack of protocols to follow up with patients, lack of electronic medical record interoperability, and lack of time or staffing resources, compelling tremendous additional effort by staff. In contrast, patients' highlighted individual-level root causes included comorbidities, social needs, and misunderstanding the importance of the FOBT. There was a little overlap between PCP and patient-elicited root causes., Conclusions: Current protocols do not accommodate communication between primary care and gastroenterology. Interventions to address specific barriers identified include improved interoperability between PCP and gastroenterology scheduling systems, protocols to follow-up on incomplete colonoscopies, accommodation for support and transport needs, and patient-friendly education. Interviewing both patients and PCPs leads to richer analysis of the root causes leading to delayed diagnosis of colorectal cancer., Competing Interests: The authors disclose no conflict of interest., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2022
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44. Integrating Oral, Physical, and Mental Health Via Public Health Literacy.
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Schillinger D, Banava S, and Gansky SA
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- Surveys and Questionnaires, Health Literacy, Mental Health, Public Health
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- 2022
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45. Precision communication: Physicians' linguistic adaptation to patients' health literacy.
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Schillinger D, Duran ND, McNamara DS, Crossley SA, Balyan R, and Karter AJ
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Little quantitative research has explored which clinician skills and behaviors facilitate communication. Mutual understanding is especially challenging when patients have limited health literacy (HL). Two strategies hypothesized to improve communication include matching the complexity of language to patients’ HL (“universal tailoring”); or always using simple language (“universal precautions”). Through computational linguistic analysis of 237,126 email exchanges between dyads of 1094 physicians and 4331 English-speaking patients, we assessed matching (concordance/discordance) between physicians’ linguistic complexity and patients’ HL, and classified physicians’ communication strategies. Among low HL patients, discordance was associated with poor understanding ( P = 0.046). Physicians’ “universal tailoring” strategy was associated with better understanding for all patients ( P = 0.01), while “universal precautions” was not. There was an interaction between concordance and communication strategy ( P = 0.021): The combination of dyadic concordance and “universal tailoring” eliminated HL-related disparities. Physicians’ ability to adapt communication to match their patients’ HL promotes shared understanding and equity. The ‘Precision Medicine’ construct should be expanded to include the domain of ‘Precision Communication.’
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- 2021
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46. Translating time-based research into team interventions: An actionable, evidence-based approach.
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Mohammed S and Schillinger D
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Temporal challenges are not only contextual in nature but manifest internally in teams when members enter the team with different temporal orientations (e.g., time urgency and pacing style). Researchers have demonstrated that temporal diversity has important implications for key team outcomes (performance, timeliness, and team conflict) across a range of samples and countries. Unfortunately, the practical implications of this research have yet to be unpacked. We respond to this need by developing an approach to translate temporal diversity research studies into actionable, evidence-based team interventions. Because journal articles are often deficient on actionable steps, whereas practitioner-friendly outlets tend to be deficient on scientific rigor, incorporating both criteria necessitates merging these literatures. Specifically, we delineate four main steps: (1) identify significant moderators, (2) match the moderators to scientifically based interventions, (3) design intervention tools with specific, actionable procedures, and (4) evaluate the effectiveness of the intervention tools by designing research studies. We believe the process we outline to marry actionable and evidence-based benchmarks is applicable to other research domains in team science beyond temporal research. It is our hope that this research will be a catalyst for further exploration of interventions that can help team members navigate temporal differences., (© The Author(s) 2021.)
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- 2021
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