224 results on '"Schillinger, D"'
Search Results
2. Thermodynamically consistent diffuse-interface mixture models of incompressible multicomponent fluids
- Author
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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
- Published
- 2023
4. The divergence-free velocity formulation of the consistent Navier-Stokes Cahn-Hilliard model with non-matching densities, divergence-conforming discretization, and benchmarks
- Author
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ten Eikelder, M.F.P. and Schillinger, D.
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- 2024
- Full Text
- View/download PDF
5. A unified framework for Navier-Stokes Cahn-Hilliard models with non-matching densities
- Author
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Eikelder, M. ten, van der Zee, K., Akkerman, I., and Schillinger, D.
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Mathematics - Analysis of PDEs ,Mathematical Physics ,Physics - Fluid Dynamics ,76T99, 35Q30, 35Q35, 35R35, 76D05, 76D45, 80A9 - Abstract
Over the last decades, many diffuse-interface Navier-Stokes Cahn-Hilliard 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 Navier-Stokes Cahn-Hilliard 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 Navier-Stokes Cahn-Hilliard 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 Navier-Stokes Cahn-Hilliard 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., Comment: Corrections; 49 pages
- Published
- 2021
6. 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.
- Published
- 2024
- Full Text
- View/download PDF
7. Disclosure of complementary health approaches among low income and racially diverse safety net patients with diabetes
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Chao, MT, Handley, MA, Quan, J, Sarkar, U, Ratanawongsa, N, and Schillinger, D
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Health Services and Systems ,Public Health ,Health Sciences ,Clinical Research ,Health Services ,Diabetes ,Management of diseases and conditions ,7.3 Management and decision making ,Metabolic and endocrine ,Good Health and Well Being ,Delivery of Health Care ,Diabetes Mellitus ,Disclosure ,Female ,Humans ,Male ,Medical Assistance ,Middle Aged ,Physician-Patient Relations ,Poverty ,Racial Groups ,Complementary health approaches ,Integrative medicine ,Complementary and alternative medicine ,Health communication ,Limited English proficiency ,Health disparities ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Health services and systems - Abstract
ObjectivePatient-provider communication about complementary health approaches can support diabetes self-management by minimizing risk and optimizing care. We sought to identify sociodemographic and communication factors associated with disclosure of complementary health approaches to providers by low-income patients with diabetes.MethodsWe used data from San Francisco Health Plan's SMARTSteps Program, a trial of diabetes self-management support for low-income patients (n=278) through multilingual automated telephone support. Interviews collected use and disclosure of complementary health approaches in the prior month, patient-physician language concordance, and quality of communication.ResultsAmong racially, linguistically diverse participants, half (47.8%) reported using complementary health practices (n=133), of whom 55.3% disclosed use to providers. Age, sex, race/ethnicity, nativity, education, income, and health literacy were not associated with disclosure. In adjusted analyses, disclosure was associated with language concordance (AOR=2.21, 95% CI: 1.05, 4.67), physicians' interpersonal communication scores (AOR=1.50, 95% CI: 1.03, 2.19), shared decision making (AOR=1.74, 95% CI: 1.33, 2.29), and explanatory-type communication (AOR=1.46, 95% CI: 1.03, 2.09).ConclusionSafety net patients with diabetes commonly use complementary health approaches and disclose to providers with higher patient-rated quality of communication.Practice implicationsPatient-provider language concordance and patient-centered communication can facilitate disclosure of complementary health approaches.
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- 2015
8. Social Support and Lifestyle vs. Medical Diabetes Self-Management in the Diabetes Study of Northern California (DISTANCE)
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Rosland, AM, Piette, JD, Lyles, CR, Parker, MM, Moffet, HH, Adler, NE, Schillinger, D, and Karter, AJ
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Public Health ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Education - Abstract
Purpose: Examine social support’s association with seven individual chronic illness self-management behaviors: two healthy “lifestyle” behaviors (physical activity, diet) and five more highly skilled and diabetes-specific (medical) behaviors (checking feet, oral medication adherence, insulin adherence, self-monitored blood glucose, primary care appointment attendance).
- Published
- 2014
9. Safety-net institutions in the US grapple with new cholesterol treatment guidelines: a qualitative analysis from the PHoENIX Network
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Fontil V, Lyles CR, Schillinger D, Handley MA, Ackerman S, Gourley G, Bibbins-Domingo K, and Sarkar U
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pay-for-performance ,value-based payment ,quality improvement ,Public aspects of medicine ,RA1-1270 - Abstract
Valy Fontil,1,2 Courtney R Lyles,1,2 Dean Schillinger,1,2 Margaret A Handley,1–3 Sara Ackerman,4 Gato Gourley,1,2 Kirsten Bibbins-Domingo,1–3 Urmimala Sarkar1,2 1UCSF Center for Vulnerable Populations at San Francisco General Hospital, University of California San Francisco, San Francisco, CA, USA; 2Division of General Internal Medicine, University of California San Francisco, San Francisco, CA, USA; 3Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA; 4Department of Social and Behavioral Sciences, University of California San Francisco School of Nursing, San Francisco, CA, USA Background: Clinical performance measures, such as for cholesterol control targets, have played an integral role in assessing the value of care and translating evidence into clinical practice. New guidelines often require development of corresponding performance metrics and systems changes that can be especially challenging in safety-net health care institutions. Understanding how public health care institutions respond to changing practice guidelines may be critical to informing how we adopt evolving evidence in clinical settings that care for the most vulnerable populations. Methods: We conducted six focus groups with representatives of California’s 21 public hospital systems to examine their reactions to the recent 2013 cholesterol treatment guideline. Results: Participants reported a sense of confusion and lack of direction in implementing the new guideline. They cited organizational and data infrastructural inadequacies that made implementation of the new guidelines impractical in their clinical settings. Conclusion: Adopting new performance measures to align with evolving cholesterol guidelines is a complex process that may work at odds with existing quality improvement priorities. Current efforts to translate evidence into practice may rely too much on performance measures and not enough on building capacity or support for innovative efforts to meet the goals of guidelines. Keywords: pay-for-performance, value-based payment, quality improvement
- Published
- 2018
10. Depressive symptoms and adherence to cardiometabolic therapies across phases of treatment among adults with diabetes: the Diabetes Study of Northern California (DISTANCE)
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Bauer AM, Parker MM, Moffet HH, Schillinger D, Adler NE, Adams AS, Schmittdiel JA, Katon WJ, and Karter AJ
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medication adherence ,depression ,diabetes mellitus ,Medicine (General) ,R5-920 - Abstract
Amy M Bauer,1 Melissa M Parker,2 Howard H Moffet,2 Dean Schillinger,3,4 Nancy E Adler,5 Alyce S Adams,2 Julie A Schmittdiel,2 Wayne J Katon,1,† Andrew J Karter2 1Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, 2Kaiser Permanente Northern California, Oakland, 3Division of General Internal Medicine, University of California, San Francisco, 4Center for Vulnerable Populations, San Francisco General Hospital and Trauma Center, 5Department of Psychiatry and Pediatrics, Center for Health and Community, University of California, San Francisco, CA, USA †Dr Wayne J Katon passed away on March 1, 2015 Objective: Among adults with diabetes, depression is associated with poorer adherence to cardiometabolic medications in ongoing users; however, it is unknown whether this extends to early adherence among patients newly prescribed these medications. This study examined whether depressive symptoms among adults with diabetes newly prescribed cardiometabolic medications are associated with early and long-term nonadherence. Patients and methods: An observational follow-up of 4,018 adults with type 2 diabetes who completed a survey in 2006 and were newly prescribed oral antihyperglycemic, antihypertensive, or lipid-lowering agents within the following year at Kaiser Permanente Northern California was conducted. Depressive symptoms were examined based on Patient Health Questionnaire-8 scores. Pharmacy utilization data were used to identify nonadherence by using validated methods: early nonadherence (medication never dispensed or dispensed once and never refilled) and long-term nonadherence (new prescription medication gap [NPMG]: percentage of time without medication supply). These analyses were conducted in 2016. Results: Patients with moderate-to-severe depressive symptoms had poorer adherence than nondepressed patients (8.3% more patients with early nonadherence, P=0.01; 4.9% patients with longer NPMG, P=0.002; 7.8% more patients with overall nonadherence [medication gap >20%], P=0.03). After adjustment for confounders, the models remained statistically significant for new NPMG (3.7% difference, P=0.02). There was a graded association between greater depression severity and nonadherence for all the models (test of trend, P
- Published
- 2017
11. A unified framework for Navier-Stokes Cahn-Hilliard models with non-matching densities
- Author
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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
- Full Text
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12. A unified framework for Navier–Stokes Cahn–Hilliard models with non-matching densities
- Author
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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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13. Observation of bottom currents and sediment transport from the 2015-2016 year-long deployment of a seabed lander on the shelf edge of the Beaufort Sea, offshore Northwest Territories
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Li, M Z, primary, King, E L, additional, Schillinger, D, additional, Robertson, A G, additional, and Wu, Y, additional
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- 2019
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14. A framework for data‐driven structural analysis in general elasticity based on nonlinear optimization: The dynamic case
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Gebhardt, C.G., Steinbach, M.C., Schillinger, D., Rolfes, R., and Publica
- Abstract
In this article, we present an extension of the formulation recently developed by the authors to the structural dynamics setting. Inspired by a structure‐preserving family of variational integrators, our new formulation relies on a discrete balance equation that establishes the dynamic equilibrium. From this point of departure, we first derive an ""exact"" discrete‐continuous nonlinear optimization problem that works directly with data sets. We then develop this formulation further into an ""approximate"" nonlinear optimization problem that relies on a general constitutive model. This underlying model can be identified from a data set in an offline phase. To showcase the advantages of our framework, we specialize our methodology to the case of a geometrically exact beam formulation that makes use of all elements of our approach. We investigate three numerical examples of increasing difficulty that demonstrate the excellent computational behavior of the proposed framework and motivate future research in this direction.
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- 2020
15. Higher-order imperfect interface modeling via complex variables based asymptotic analysis
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Baranova, S., primary, Mogilevskaya, S.G., additional, Nguyen, T.H., additional, and Schillinger, D., additional
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- 2020
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16. Nearbed current and suspended sediment concentration recorded by a seabed lander deployed in the deep water at Sackville Spur, Grand Banks, Newfoundland and Labrador
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Li, M Z, primary, Schillinger, D J, additional, and Robertson, A, additional
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- 2016
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17. Power Management with Dynamic Power Adaption for a Rotational Energy Harvester in a Maritime Gearbox
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Esch, J, primary, Schillinger, D, additional, Stojakov, D, additional, Hoffmann, D, additional, and Manoli, Y, additional
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- 2019
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18. Information Mismatch: Cancer Risk Counseling with Diverse Underserved Patients (vol 26, pg 1090, 2017)
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Joseph, G, Pasick, RJ, Schillinger, D, Luce, J, Guerra, C, and Cheng, JKY
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- 2017
19. Computer use, language, and literacy in safety net clinic communication
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Ratanawongsa, N, Barton, JL, Lyles, CR, Wu, M, Yelin, EH, Martinez, D, and Schillinger, D
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Adult ,Male ,safety net providers ,Medical and Health Sciences ,primary care ,Engineering ,Clinical Research ,Information and Computing Sciences ,Behavioral and Social Science ,Humans ,Electronic Health Records ,health communication ,limited English proficiency ,Language ,Physician-Patient Relations ,specialty care ,Communication ,Communication Barriers ,Middle Aged ,Health Services ,United States ,Health Literacy ,Female ,Patient Safety ,chronic disease ,Safety-net Providers ,Medical Informatics - Abstract
ObjectivePatients with limited health literacy (LHL) and limited English proficiency (LEP) experience suboptimal communication and health outcomes. Electronic health record implementation in safety net clinics may affect communication with LHL and LEP patients.We investigated the associations between safety net clinician computer use and patient-provider communication for patients with LEP and LHL.Materials and methodsWe video-recorded encounters at 5 academically affiliated US public hospital clinics between English- and Spanish-speaking patients with chronic conditions and their primary and specialty care clinicians. We analyzed changes in communication behaviors (coded with the Roter Interaction Analysis System) with each additional point on a clinician computer use score, controlling for clinician type and visit length and stratified by English proficiency and health literacy status.ResultsGreater clinician computer use was associated with more biomedical statements (+12.4, P = .03) and less positive affect (-0.6, P
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- 2017
20. Isogeometric Stress, Vibration and Stability Analysis of In-Plane Laminated Composite Structures
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Faroughi, S., primary, Shafei, E., additional, and Schillinger, D., additional
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- 2018
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21. Qualitative analysis of programmatic initiatives to text patients with mobile devices in resource-limited health systems Healthcare Information Systems
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Garg, SK, Lyles, CR, Ackerman, S, Handley, MA, Schillinger, D, Gourley, G, Aulakh, V, and Sarkar, U
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PCMH ,Consent ,Telehealth ,Texting ,Implementation ,Mobile technology ,Safety net ,Underserved ,Qualitative - Abstract
© 2016 Garg et al. Background: Text messaging is an affordable, ubiquitous, and expanding mobile communication technology. However, safety net health systems in the United States that provide more care to uninsured and low-income patients may face additional financial and infrastructural challenges in utilizing this technology. Formative evaluations of texting implementation experiences are limited. We interviewed safety net health systems piloting texting initiatives to study facilitators and barriers to real-world implementation. Methods: We conducted telephone interviews with various stakeholders who volunteered from each of the eight California-based safety net systems that received external funding to pilot a texting-based program of their choosing to serve a primary care need. We developed a semi-structured interview guide based partly on the Consolidated Framework for Implementation Research (CFIR), which encompasses several domains: The intervention, individuals involved, contextual factors, and implementation process. We inductively and deductively (using CFIR) coded transcripts, and categorized themes into facilitators and barriers. Results: We performed eight interviews (one interview per pilot site). Five sites had no prior texting experience. Sites applied texting for programs related to medication adherence and monitoring, appointment reminders, care coordination, and health education and promotion. No site texted patient-identifying health information, and most sites manually obtained informed consent from each participating patient. Facilitators of implementation included perceived enthusiasm from patients, staff and management belief that texting is patient-centered, and the early identification of potential barriers through peer collaboration among grantees. Navigating government regulations that protect patient privacy and guide the handling of protected health information emerged as a crucial barrier. A related technical challenge in five sites was the labor-intensive tracking and documenting of texting communications due to an inability to integrate texting platforms with electronic health records. Conclusions: Despite enthusiasm for the texting programs from the involved individuals and organizations, inadequate data management capabilities and unclear privacy and security regulations for mobile health technology slowed the initial implementation and limited the clinical use of texting in the safety net and scope of pilots. Future implementation work and research should investigate how different texting platform and intervention designs affect efficacy, as well as explore issues that may affect sustainability and the scalability.
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- 2016
22. Association between clinician computer use and communicationwith patients in safety-net clinics
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Ratanawongsa, N, Barton, JL, Lyles, CR, Wu, M, Yelin, EH, Martinez, D, and Schillinger, D
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patient satisfaction ,English proficiency ,electronic health record ,health literacy ,safety net care ,chronic disease ,health information technology - Published
- 2016
23. Effective Cancer Risk Communication to Prevent Disparities in the Era of Precision Medicine
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Joseph, G, primary, Pasick, RJ, additional, Schillinger, D, additional, Luce, J, additional, Cheng, JKY, additional, and Guerra, C, additional
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- 2017
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24. Validity of a Computational Linguistics-Derived Automated Health Literacy Measure Across Race/Ethnicity: Findings from The ECLIPPSE Project
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Schillinger, Dean, Balyan, Renu, Crossley, Scott, McNamara, Danielle, and Karter, Andrew
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- 2021
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25. Aristotle's Psychological Approach to the Idea of Luck
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Schillinger, Daniel
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- 2020
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26. Enhancing the Effectiveness of Diabetes Self- Management Education: The Diabetes Literacy Project.
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Van den Broucke, S., Van der Zanden, G., Chang, P., Doyle, G., Levin, D., Pelikan, J., Schillinger, D., Schwarz, P., Sørensen, K., Yardley, L., and Riemenschneider, H.
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TREATMENT of diabetes ,DISEASE management ,SELF-management (Psychology) ,HEALTH education research - Abstract
Patient empowerment through self-management education is central to improving the quality of diabetes care and preventing Type 2 Diabetes. Although national programs exist, there is no EU-wide strategy for diabetes self-management education, and patients with limited literacy face barriers to effective self-management. The Diabetes Literacy project, initiated with the support of the European Commission, aims to fill this gap. The project investigates the effectiveness of diabetes self-management education, targeting people with or at risk of Type 2 Diabetes in the 28 EU Member States, as part of a comprehensive EU- wide diabetes strategy. National diabetes strategies in the EU, US, Taiwan, and Israel are compared, and diabetes self-management programs inventorized. The costs of the diabetes care pathway are assessed on a per person basis at national level. A comparison is made of the (cost)-effectiveness of different methods for diabetes self-management support, and the moderating role of health literacy, organization of the health services, and implementation fidelity of education programs are considered. Web-based materials are developed and evaluated by randomized trials to evaluate if interactive internet delivery can enhance self-management support for people with lower levels of health literacy. The 3-year project started in December 2012. Several literature reviews have been produced and protocol development and research design are in the final stages. Primary and secondary data collection and analysis take place in 2014. The results will inform policy decisions on improving the prevention, treatment, and care for persons with diabetes across literacy levels. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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27. 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
- Abstract
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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28. 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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29. 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
- Abstract
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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30. "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
- Abstract
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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31. 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
- Abstract
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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32. 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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33. 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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34. 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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35. 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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36. 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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37. 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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38. 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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39. Health Communication Science in the Balance.
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Schillinger D and Baron RJ
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- 2023
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40. 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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41. 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
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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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42. 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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43. 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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44. 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
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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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45. 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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46. 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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47. 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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48. Thermodynamically consistent concurrent material and structure optimization of elastoplastic multiphase hierarchical systems.
- Author
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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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49. Extent of Follow-Up on Abnormal Cancer Screening in Multiple California Public Hospital Systems: A Retrospective Review.
- Author
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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
- Subjects
- 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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50. CRANIUM: a quasi-experimental study to improve metabolic screening and HIV testing in community mental health clinics compared to usual care.
- Author
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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
- Subjects
- 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).)
- Published
- 2022
- Full Text
- View/download PDF
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