Population Health /populationhealth Population health at 黑料老司机. What is population health? Become educated and trained in population health. Thu, 29 Oct 2026 16:48:40 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.11 Initiative awards eight Tier 1 pilot grants to interdisciplinary research teams /populationhealth/2026/10/29/initiative-awards-eight-tier-1-pilot-grants-to-interdisciplinary-research-teams/ Thu, 29 Oct 2026 16:48:40 +0000 /populationhealth/?p=12361 Research project team engaged in discussionThe 黑料老司机 Population Health Initiative today announced the award of eight Tier 1 pilot grants to interdisciplinary teams of UW researchers. Collectively, the projects will receive $245,000 in support, including $199,000 from the Population Health Initiative and additional funding from participating UW schools, colleges and units.

The funded teams include faculty, staff and students from six UW schools and colleges working alongside community-based organizations, public agencies, health care providers and other partners. Their projects span a wide range of topics, including behavioral health crisis response, suicide prevention, disability equity in the legal system, caregiving and aging, wildfire resilience, substance use and respiratory health, food access in rural Latino communities and air quality following major wildfire events.

“These projects reflect the creativity and commitment of UW researchers and community partners in addressing some of today’s most important population health issues,” said Ali H. Mokdad, the UW’s chief strategy officer for population health and professor of health metrics sciences. “By investing in promising early-stage ideas, we are helping teams generate the evidence and partnerships needed to pursue larger-scale impact.”

The goal of the Initiative’s Tier 1 pilot grant program is to help interdisciplinary teams establish a foundation for future research, community-engaged partnerships and proof-of-concept testing. The projects funded during this cycle are:

Investigators
Hyun-Jun Kim, research assistant professor, School of Social Work
Jennifer Stuber, associate professor, School of Social Work
JanRose Ottaway Martin, executive director, North Sound BH-ASO
Joe Avalos, executive director, Thurston-Mason BH-ASO

Project abstract
Behavioral health crises, including suicidal thoughts, psychosis, and overdose, are a growing population health concern in Washington. While the state has invested in a crisis care continuum that includes crisis lines, mobile response teams, stabilization services, and follow-up care, these resources are fragmented across agencies and organizations. As a result, providers, individuals in crisis, and their families may struggle to identify appropriate services and often rely on emergency departments, law enforcement, or go without care altogether.

This project will lay the foundation for a statewide tool that helps connect people with behavioral health crisis services by providing a single source of information on available resources, who they serve, when they operate, and how they can be accessed. The research team will define the scope of services to be included, integrate data from statewide surveys and administrative sources, and identify information gaps. They will then build a working prototype that allows users to identify available crisis response resources based on location.

The team will partner with approximately 200 service providers, as well as individuals with lived experience and caregivers, to verify information and provide feedback on the prototype. Deliverables will include an integrated statewide database, a data acquisition and maintenance plan, and an analysis of geographic access gaps. Findings will provide the foundation for future testing and statewide implementation of a tool designed to improve access to crisis services and advance behavioral health equity across Washington.

Investigators
Amanda Phipps, associate professor and associate chair, Department of Epidemiology
Gary Stobbe, clinical professor, Departments of Neurology and Psychiatry & Behavioral Sciences
Benjamin Mako Hill, associate professor, Department of Communication
Kate West, associate teaching professor, Department of Health Systems and Population Health
Marwa Abdalla, PhD candidate, Department of Epidemiology

Project abstract
People with intellectual and developmental disabilities (IDD) and autism are disproportionately represented in the criminal legal system. Competency-to-stand-trial determinations rely on written forensic evaluations that, in Washington state, also influence whether an individual is connected to disability services, remains in jail, or is admitted to a state hospital. Despite the significant consequences of these evaluations, little is known about how evaluators reach their conclusions or how consistently those conclusions are applied.

This project brings together expertise in epidemiology, computational text analysis, qualitative research, and clinical neuropsychiatry to examine competency evaluation reports completed between 2022 and 2024. Using both artificial intelligence-based text analysis and qualitative coding methods, the team will identify the reasoning evaluators use when making competency determinations and assess variation across evaluators and counties. The project will also compare findings from human and AI analyses to better understand the strengths and limitations of each approach.

By examining consistency and transparency in competency evaluations, the project addresses equity for a population with disabilities while exploring how critical legal decisions affect access to health and social services. Findings will lay the groundwork for future efforts to improve evaluation practices, including potential reporting templates, training protocols, and larger externally funded studies.

Investigators
Stipica Mudrazija, assistant professor, Department of Health Systems and Population Health
Robert Penfold, senior investigator, Kaiser Permanente Washington Health Research Institute
Tracy Mroz, professor, Department of Rehabilitation Medicine
Melissa Knox, teaching professor, Department of Economics

Project abstract
As growing numbers of working-age adults provide care for older family members, states are increasingly turning to paid family leave programs to support caregivers. Washington鈥檚 Paid Family & Medical Leave (PFML) program is among the nation鈥檚 most established, yet little evidence exists regarding its impact on the health and well-being of older adults and their caregivers. A key challenge is the lack of data connecting caregiving responsibilities, health needs, and leave utilization.

This project will evaluate whether Kaiser Permanente Washington data can support a future large-scale study of PFML鈥檚 effects on health and economic outcomes. The research team will develop and validate methods for identifying family-care leave certification requests within electronic health records, with a particular focus on chronic conditions such as dementia. They will also assess data quality, characterize the population of leave applicants, and conduct preliminary analyses needed to support a future federal grant application.

Working in partnership with Kaiser Permanente Washington, the Washington Employment Security Department, and 黑料老司机 collaborators, the project will also explore pathways for securely linking administrative and health data. Deliverables will include a validated cohort-identification approach, a descriptive profile of leave applicants, and a feasibility report that positions the team to pursue larger studies of paid caregiving leave and its population health impacts.

Investigators
John Y. Choe, associate professor, Department of Industrial & Systems Engineering
Nicole A. Errett, associate professor, Department of Environmental & Occupational Health Sciences

Project abstract
Investments in wildfire mitigation can substantially reduce future losses and strengthen community resilience, yet the benefits of those investments often remain invisible to insurers, infrastructure operators, public agencies, and philanthropic funders. This disconnect can limit incentives for communities to undertake mitigation efforts and reduce opportunities for additional investment in resilience.

This project will explore how verified wildfire mitigation activities can be more effectively connected to organizations that could reward, support, or build upon those efforts. Through a landscape scan, stakeholder interviews, and a statewide roundtable, the research team will identify the data, verification, governance, and trust barriers that currently prevent mitigation efforts from being recognized in decision-making processes. Particular attention will be paid to concerns that mitigation information could be misused and to opportunities for ensuring equitable outcomes for rural, Tribal, and other underserved communities.

The project will produce a partner-and-evidence map, identify data requirements and public-interest safeguards, and develop a prioritized roadmap for future demonstration projects. These deliverables will position the team to pursue larger proof-of-concept efforts aimed at strengthening wildfire resilience, improving health outcomes associated with wildfire impacts, and advancing environmental and social equity across Washington State.

Investigators
Elizabeth McNeilly, T32 postdoctoral fellow, Department of Pediatrics
Molly Adrian, professor, Department of Psychiatry & Behavioral Sciences
Jessica Jenness, associate professor, Department of Psychiatry & Behavioral Sciences

Project abstract
Suicide is the second leading cause of death among adolescents, and social experiences often play a central role in suicide risk. At the same time, young people increasingly interact through social media platforms, creating opportunities to better understand behavioral indicators that may signal periods of elevated risk. However, little is known about whether adolescents at high risk for suicide are willing and able to share social media data for research purposes.

This pilot project will test the feasibility and acceptability of social media data donation among adolescents ages 11鈥�17 who have experienced a suicidal crisis and participated in an ongoing clinical trial. Using an open-source tool, participants will voluntarily contribute selected, de-identified information from platforms such as Instagram and TikTok. The study will examine participation rates, technical barriers, privacy concerns, and willingness to participate in similar research in the future. Researchers will also explore whether patterns of social media use are associated with changes in suicide risk over time.

The project addresses both human health and social equity by evaluating an innovative approach to understanding adolescent suicide risk while ensuring that participation is feasible across diverse populations. Findings will provide critical groundwork for future studies aimed at identifying digital markers of suicide risk and informing real-time intervention strategies.

Investigators
Jason Castaneda, fellow physician, Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine
Thomas Fitzpatrick, acting instructor, Department of Medicine, Division of Allergy and Infectious Diseases
M. Kennedy Hall, associate professor and director of data science and informatics, Department of Emergency Medicine
Lauren K. Whiteside, associate professor and section head, Population Health, Department of Emergency Medicine
Tessa Steel, assistant professor, Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine

Project abstract
The use of smoked opioids and stimulants has increased dramatically in Washington and across the western United States, yet the respiratory health consequences of this shift remain poorly understood. While reduced injection drug use may lower rates of infections such as HIV and infective endocarditis, inhalational drug use may present new and underrecognized risks for acute and chronic lung disease.

This project will establish the foundation for future research on the respiratory health impacts of changing drug-use patterns. The research team will conduct a retrospective analysis of electronic health record data from adults with opioid- and stimulant-related diagnoses receiving care within UW Medicine, examining trends in respiratory illnesses, respiratory-related health care utilization, and injection-associated infections. To better understand routes of drug use, the team will also evaluate the feasibility of using large language models to extract information from clinical documentation and compare those findings with patient-reported data.

Community members and people with lived experience will play an active role in interpreting study findings and identifying priorities for future research. Results will provide critical preliminary data for larger studies examining the relationship between routes of drug use and pulmonary health outcomes, while helping inform future patient-centered interventions and care strategies.

Investigators
Cristal Resto, graduate student, School of Public Health, Food Systems, Nutrition & Health
Barbara Baquero, professor, Department of Health Systems & Population Health
Christian Primack Metcalfe, associate teaching professor, Department of Management and Organization
KeliAnne Hara-Hubbard, community research manager, Department of Health Systems & Population Health
Lea Draven, member, Food Research and Equity Collaborative

Project abstract
Eastern Washington is one of the nation’s most productive agricultural regions, yet Latino families in the area continue to experience disproportionately high rates of food insecurity and limited access to affordable, nutritious, and culturally relevant foods. Tiendas, small independent grocers that serve many rural Latino communities, are among the most accessible food retailers in these areas. However, because they lack the purchasing power of large grocery chains, tiendas often face higher costs for fresh produce, limiting their ability to provide affordable fruits and vegetables to community members.

This project will explore whether a collective produce purchasing model could serve as a viable strategy for increasing tiendas鈥� purchasing power and improving access to affordable produce. Building on existing partnerships with the Food Research Equity Collaborative (FrEsCo), the project will establish a working group of tienda managers, produce distributors, and community leaders to assess the feasibility and value of collective purchasing. The team will also examine current purchasing practices, distribution costs, gross margins, and produce spoilage to evaluate the financial viability of a shared purchasing approach.

Using findings from these activities, stakeholders will co-develop a collective purchasing model for future pilot testing. The project will generate foundational evidence on whether collective purchasing can strengthen rural food systems and improve healthy food access in Latino communities, while positioning the team to pursue larger implementation and intervention grants.

Investigators
Tania Busch Isaksen, teaching professor, Department of Environmental & Occupational Health Sciences
Sarah Bliss Matousek, assistant professor, Gonzaga University School of Health Sciences
Elena Austin, associate professor, Department of Environmental & Occupational Health Sciences
Brian G. Henning, director, Institute for Climate, Water, and the Environment and Professor of Philosophy and Environmental Studies & Sciences, Gonzaga University
Kaitelin Teigen, PhD candidate, Department of Environmental & Occupational Health Sciences

Project abstract
The 2026 Spokane Complex Fires destroyed homes and buildings across Spokane County, creating concerns about exposure to wildfire smoke, contaminated ash, and other pollutants generated when structures burn. Although outdoor air quality is monitored in the region, little is known about the quality of air people breathe inside their homes during recovery and rebuilding efforts or how cleanup activities may affect exposure.

This project will establish a community-hosted network of 30 to 50 households across Spokane County that will monitor indoor and outdoor air quality using paired sensors. Priority enrollment will be given to households directly affected by the fires or located near burned areas. Participants will complete surveys about housing characteristics, ventilation and cleaning practices, and perceived physical and mental health impacts associated with post-fire conditions. Households will receive individualized summaries of their results, while de-identified data will be shared with public health agencies and the broader community through an open-access repository.

The study will evaluate the feasibility of a community-based air quality monitoring network while generating critical data on post-wildfire exposures, household protective behaviors, and health perceptions. Findings will inform future interventions aimed at reducing exposure to harmful pollutants during wildfire recovery and support larger funding proposals focused on wildfire resilience, environmental health, and community recovery.

More information about the Population Health Initiative pilot grant program, tiering and upcoming deadlines can be found by visiting our funding page.

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Winter 2025 pilot awardees report final project outcomes /populationhealth/2026/10/21/winter-2025-pilot-awardees-report-final-project-outcomes/ Wed, 21 Oct 2026 17:34:09 +0000 /populationhealth/?p=12330 UW team conducting research on a boatIn March 2025, the 黑料老司机 Population Health Initiative awarded six Tier 2 pilot grants to interdisciplinary research teams working to address challenges ranging from mental health care and injury prevention to domestic violence, autism services and equitable artificial intelligence. The Tier 2 pilot grant program supports researchers in testing new ideas, generating preliminary evidence and developing the proof-of-concept needed to pursue larger-scale funding opportunities.

Over the course of the projects, these teams partnered with community organizations, health care providers and other collaborators to pilot new interventions, evaluate policies and technologies and generate evidence to inform future research and implementation efforts.

The six projects have now completed their pilot funding period and are sharing their final findings below.

Investigators
Anna Ratzliff, Department of Psychiatry & Behavioral Sciences
Elizabeth Austin, Department of Health Systems and Population Health
Brittany Blanchard, Department of Psychiatry & Behavioral Sciences

Project summary
It is unknown whether the Collaborative Care Model (CoCM) reaches underserved populations equitably, but current data suggests that variable CoCM fidelity likely contributes to care disparities. Assessing CoCM fidelity is critical for equitable care, quality improvement and research, yet no measure of CoCM fidelity exists. For this Population Health Initiative Tier 2 project, our goal was to refine and evaluate the performance of a Collaborative Care fidelity tool. Initial item content was based on model components developed by the AIMS Center, which was then refined via a modified Delphi process with clinicians and academic experts. Our specific aims were to 1) develop item(s) to assess healthcare equity in CoCM delivery, 2) evaluate the psychometric properties of the CoCM Checklist and 3) identify CoCM components associated with patient improvement using clinical registry data.

Aim 1. Qualitative interviews were conducted to understand what equity in CoCM meant to clinicians, and responses indicated equitable access and individualized care. Several clinicians indicated that CoCM was a form of equitable care. Seven equity items were drafted by a multidisciplinary team, followed by cognitive interviews with clinicians. Items were perceived as interpretable and relevant. Items spanned equity in screening, access, treatment tailoring, patient barriers to care, ability to assess program equity and implementation efforts to address equity gaps.

Aim 2. The 24 fidelity items and 7 equity items were administered via REDCap survey to clinicians (combined n = 68), and retest administration occurred within 1 week (n = 56). Results indicated range restriction, with most participants endorsing 鈥渁lmost always鈥� for many items. Most variation was observed for items that asked about team members鈥� behaviors (e.g., psychiatric consultant, leadership). The intraclass correlation coefficient (ICC) was good (ICC > .75) for only 5 of 24 fidelity items and 2 of the 7 equity items. However, ICC may be artificially low due to range restriction, so we will conduct sensitivity analyses using appropriate tests (e.g., weighted kappa; spearman鈥檚 rho). Further, over 10% endorsement of improbable responses (e.g., daily caseload reviews with psychiatric consultants) indicates inaccurate responding. This could be due to multiple factors (e.g., social desirability bias, response set bias, item misinterpretation) which we could not discern with our design. However, results indicate that self-report alone is likely insufficient to assess many components of CoCM fidelity. Data from qualitative interviews were further analyzed using Rapid Assessment Process to better understand variation in practice fidelity and opportunities for fidelity checklist enhancement.

Aim 3. We are currently merging registry and electronic health record data from both samples to maximize power for Aim 3 analyses to evaluate whether specific CoCM components predict patient improvement and evaluate whether specific equity gaps exist in current CoCM programs. This large clinical dataset will allow us to explore whether specific components predict patient improvement and inform optimization of CoCM delivery. Quantitative results will be triangulated with qualitative interview data exploring CoCM clinician perspectives on essential CoCM components.

Additional deliverables. As part of our semi-structured interviews, we asked participants to describe impacts of recent healthcare funding changes on their clinics. Qualitative analysis of 19 interview transcripts representing 24 unique clinics indicated less accessible and affordable mental health services for patients, increased acuity of patient needs for mental health and social services, increased distress, burnout and staffing shortages and increased fragility of organizational financing and support structures necessary to sustain integrated care.

Investigators
Barclay Stewart, Department of Surgery
Megan Moore, School of Social Work
Tony Machacha, King County Regional Homelessness Authority
Caitlin Orton, Department of Surgery

Project summary
The aims for the project Piloting the Equity in Injury Prevention Toolkit with People Who are Unhoused:

Aim 1: Pilot the EQUIP Toolkit with people experiencing homelessness (PEH) living within high burn injury risk areas of Seattle; and

Aim 2: Assess the EQUIP Toolkit implementation using the RE-AIM Framework (e.g., reach, effectiveness, adoption, implementation, maintenance) to support the future large-scale dissemination within King County.

We partnered with four outreach specialists from a large, local outreach organization to implement EQUIP (consumer-tested injury prevention education, PEH preferred fire extinguishing equipment and dissemination strategies). These outreach specialists integrated EQUIP into their routine outreach activities within four high fire and burn and cold injury risk areas of Seattle. They each completed online surveys every three weeks along with a post-implementation interview to capture reach, adoption and implementation outcomes (i.e., EQUIP acceptability, feasibility of EQUIP integration, fidelity to protocols, consistency of delivery, required adaptations). Data were also collected from PEH through the completion of key informant interviews at the start and end of project implementation (total of 62 interviews). These interviews also captured reach and implementation outcomes (i.e., required adaptations, use of EQUIP, confidence with using EQUIP) as well as provided additional information to inform the future scaling of EQUIP (i.e., gaps in education, future collaborators). Researcher notes tracked the cost of implementation, number and type of supplies provided and any feedback shared outside of the interviews and surveys.

Overall we found disseminating EQUIP during routine outreach activities to be acceptable and feasible. Outreach specialists reported a desire to continue disseminating EQUIP after the pilot had concluded. Their barriers to adoption were level of comfort with talking about burn and cold injury prevention and time limitations as other responsibilities and tasks arose. Outreach specialists were able to reach people living outside, in tents, vehicles and RVs, however reach was limited to those who spoke English. PEH confirmed the acceptability of EQUIP and highlighted that distribution through outreach greatly reduced the barriers to prevention education and equipment. PEH stored the fire extinguishing equipment in accessible areas in their tents or in their campsites so that they and those around them could easily access if needed. The results from this pilot will inform the scaling of EQUIP: 1) integrating EQUIP into King County Regional Homelessness Authority鈥檚 tiered severe weather programing, 2) collaborating with additional community partners to include additional outreach teams, street medicine, food banks, shelters, day centers, clinics and needle exchanges and 3) scaling EQUIP across King County.

Investigators
Brittany St John, Department of Rehabilitation Medicine
Tanya St. John, Department of Speech & Hearing Sciences
Yev Veverka, Institute on Human Development & Disability
Sara Kover, Department of Speech & Hearing Sciences
Jessica Greenson, Institute on Human Development & Disability
Nicole Bergstrom, Institute on Human Development & Disability
Sarah Lemke, Institute on Human Development & Disability
Kelleen Dunley, Institute on Human Development & Disability

Project summary
The purpose of this project was to pilot the co-developed First Bite program for families of autistic children awaiting feeding intervention services at the 黑料老司机 Autism Center (UWAC). First Bite is a 10-week caregiver education and consultation program to address feeding challenges for autistic children. Primary outcomes measured in this study include achievement of child goals and reduction of need for direct feeding services. Secondary outcomes evaluated were feasibility, acceptability and changes in caregiver feeding knowledge and efficacy post program.

First Bite was piloted with 14 families on the waitlist for feeding intervention at the UW Autism Center. Results of the pilot study suggest high rates of acceptability and high feasibility for delivery to families awaiting services. In addition, families demonstrated significant progress toward feeding goals and improvements in caregiver knowledge and feeding efficacy, suggesting the program provides clinically impactful feeding supports.

Investigators
Avanti Adhia, ScD, Department of Child, Family, and Population Health Nursing
Heather D. Hill, Daniel J. Evans School of Public Policy & Governance
Krista Neumann, Department of Pediatrics
Ann Richey, Department of Epidemiology

Project summary
Domestic violence (DV) is prevalent and has substantial individual, community and societal costs and consequences. State “safe leave鈥� policies (including paid leave), which provide survivors with time off to address legal, medical or safety issues related to DV, serve as one potential strategy to address DV at the outer layers of the social ecology. The overall goal of this PHI Tier 2 project was to provide preliminary evidence about the potential effectiveness and implementation of paid leave programs for DV. Specifically, we completed three aims:

Aim 1: We conducted an in-depth policy landscape analysis of state safe leave programs in the context of DV. We systematically reviewed summary reports, policy documents and state legislature websites for all 50 states and the District of Columbia to examine three state policy tools that provide safe leave鈥攑aid family and medical leave, sick leave and victim leave鈥攁nd their key dimensions. We organized these data to descriptively analyze policy features. We published a peer-reviewed Current Issues article in the American Journal of Preventive Medicine in March 2026 titled 鈥淪tate Safe Leave Policies to Address Domestic Violence鈥� based on these findings.

Aim 2: We used data from CDC鈥檚 Pregnancy Risk Assessment Monitoring System (PRAMS) to examine the association between state paid family and medical leave programs and DV during pregnancy. Using data from 2000 to 2022, we employed a quasi-experimental difference-in-differences design. We found that state paid family and medical leave program adoption was associated with modest reductions in self-reported DV during pregnancy, with larger estimated effects observed five to eight years after implementation. A manuscript with these findings is under review. Co-I Neumann also presented findings at the Society for Epidemiologic Research Annual Meeting in June 2026 in a session titled 鈥淰iolence: Context, Disparities, and Consequences.鈥� Findings will also be presented at the Association for Public Policy Analysis and Management Fall Research Conference in November 2026.

Aim 3: We explored the use of paid leave for DV in two states with different paid leave program structures鈥擶ashington and Oregon. We interviewed a total of 25 state paid leave staff and service providers (e.g., advocates, legal providers) about their knowledge regarding paid leave being used for reasons related to DV, benefits or barriers to using paid leave for these reasons and recommendations to improve access for workers. Qualitative analyses showed that paid leave can be a mechanism for survivor safety, recovery and employment stability; however, there are some misalignments between the paid leave program design and survivors鈥� complex realities. Our interviews highlighted barriers to accessing and using paid leave in the context of DV, which included limited awareness, structural eligibility constraints, administrative burdens and challenges with program delivery, confidentiality and navigation. To increase support for survivors, state paid leave staff and service providers suggested adding DV as a qualifying event for Washington鈥檚 program, broadening the range of individuals authorized to certify leave, strengthening confidentiality protections and expanding training and outreach. This qualitative data collection provided rich insights into paid leave that complement analyses in Aims 1 and 2. A manuscript is in preparation, and findings will be presented at the Association for Public Policy Analysis and Management Fall Research Conference in November 2026.

A portion of the funding for this award came via a partnership with the , which seeks to enhance the UW鈥檚 global engagement and reach.

Investigators
Mehmet Kurt, Department of Mechanical Engineering (and by courtesy, Bioengineering and Radiology)
Jacob Ruzevick, Department of Neurosurgery
Udunna Anazodo, McGill University and Crestview Radiology Ltd., Lagos, Nigeria
Maruf Adewole, Medical Artificial Intelligence Laboratory (MAI Lab), Crestview Radiology Ltd., Lagos, Nigeria

Project summary
The goal of this project was to develop and validate equitable artificial intelligence methods for ischemic stroke diagnosis that can remain useful in settings where MRI is limited and CT-based imaging is the most practical acute-care option. The work focused on improving stroke lesion segmentation from noncontrast CT, CT angiography and CT perfusion by incorporating clinically informed image preprocessing, validating the approach against MRI-derived lesion labels and building international training and data partnerships that can support future evaluation in underrepresented populations and resource-constrained clinical environments.

A major technical outcome was a clinically informed preprocessing pipeline that uses brain extraction, targeted intensity windowing and vessel-aware CTA information before nnU-Net segmentation. In the attached study, the approach increased mean Dice score from 0.162 to 0.224 across ten folds, a 38.4% relative improvement over baseline nnU-Net preprocessing. Replacing raw CTA with binary vessel segmentations produced a further 21% mean improvement across five folds. The best model was submitted to the ISLES鈥�24 challenge and placed first overall, providing blinded external validation of the core approach.

The project also established a stronger translational dataset base. We curated 160 paired CT-MRI stroke datasets from Harborview Medical Center in collaboration with the Stroke and Applied Neuroscience Center. These paired studies will allow direct MRI-referenced evaluation of CT-based lesion prediction in a real clinical population. In parallel, ethics and regulatory submissions were initiated to support acquisition of stroke lesion datasets from multiple Sub-Saharan African countries, including Uganda and Nigeria. Ethics/IRB application fees associated with establishing these international cohorts were supported by the grant, and data acquisition and curation are now being organized with partner sites.

Capacity building was an integral part of the project. PHI funds helped sponsor three SPARK Academy trainees to travel to MICCAI 2025 and participate in the broader MIRASOL community focused on medical image computing in resource-constrained settings. The project鈥檚 stroke-related SPARK mentorship also included T. Musah, P. E. Adjei and K. O. Otoo, whose work addressed automated ischemic stroke lesion segmentation from non-contrast CT. Juampablo Heras Rivera and Dr. Kurt provided mentorship around stroke segmentation, clinically meaningful preprocessing, model evaluation and the challenges of building robust AI for settings with limited imaging and compute resources.

Together, these activities moved the project from proof-of-concept algorithm development toward multisite validation and sustainable global collaboration. The technical results show that relatively simple, clinically motivated processing can materially improve CT-based stroke segmentation, while the training and international partnership activities have created a pathway to test whether these gains generalize to populations and clinical environments that remain underrepresented in current medical AI datasets.

Investigators

Lesley Steinman Department of Health Systems & Population Health
Najma Mohamed, Neighborhood House
Jacob Bentley, Department of Rehabilitation Medicine
Tricia Aung, Department of Human Centered Design & Engineering
Roberto Orellana, School of Social Work
KeliAnne Hara-Hubbard, Department of Health Systems & Population Health
Farhiya Osman, Neighborhood House

Project summary
Our goal was to evaluate whether and how adapted Problem Management Plus (PM+) worked for social service providers and Somali clients. We trained CBO providers in PM+ and assessed PM+ impact and delivery. We also honed methods for CBO-engaged mental health research.

The project trained five social service providers in PM+ and delivered the five-week intervention to 11 Somali clients. Participants demonstrated improvements in well-being, functioning and PTSD symptoms, with 10 of 11 participants improving their PSYCHLOPS scores by an average of 35%, WHO-5 well-being scores increasing by 24.6% and PCL-5 PTSD scores decreasing by 48%. Interview and diary data suggested that adaptations integrating Islamic prayers and prophet stories were acceptable, appropriate, usable and feasible. Participants reported using PM+ skills, especially slow breathing and connecting with faith and family, alongside Neighborhood House social services to cope with health challenges, social needs and immigration-related stressors. The project suggests it is possible to re-imagine mental health care that meets people where they are mentally, spiritually and physically.

More information about the Population Health Initiative pilot grant program can be found by visiting our funding page.

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Wetlands act as valuable tool of climate-adaptation infrastructure /populationhealth/2026/10/13/wetlands-act-as-valuable-tool-of-climate-adaptation-infrastructure/ Tue, 13 Oct 2026 16:05:30 +0000 /populationhealth/?p=12184 Aerial few of the UW Bothell campus with the restored wetlands in the foregroundHigh-resolution thermal data collected at the 黑料老司机 Bothell demonstrates that wetland restoration can serve as a critical form of climate adaptation infrastructure.

Using drone-based thermal sensing at the North Creek Wetland, UW researchers have precisely measured the cooling effects of wetlands at neighborhood and community scales. The findings highlight not only the heat-mitigation benefits of restored wetlands but also their potential to support place-based environmental justice efforts. Beyond providing habitat and improving water quality, wetlands deliver measurable thermal regulation benefits that can help create cooler, more livable communities.

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Redefining what is meant by ultra-processed foods /populationhealth/2026/10/07/redefining-what-is-meant-by-ultra-processed-foods/ Thu, 08 Oct 2026 00:10:58 +0000 /populationhealth/?p=12155 Image of french fries sitting inside a paper sleeve A recent report from the 黑料老司机 offered a more practical and operational definition of ultra-processed foods was developed by a panel of experts in nutrition, food science, policy and legal fields.

The lack of a clear definition of what an ultra-processed food is has made it difficult to regulate on a legislative level and continues to create confusion for people evaluating their own diets. Co-chaired by Jim Krieger, clinical professor emeritus of health systems and population health at the UW and executive director of the nonprofit group Healthy Food America, the panel鈥檚 final report was published in May, and offers a definition that is both research-based and simple enough to be put into practice in a policy or an individual consumer context.

Read the Original Article >

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Autumn 2025 pilot awardees report progress in their projects /populationhealth/2026/09/29/autumn-2025-pilot-awardees-report-progress-in-their-projects/ Tue, 29 Sep 2026 17:54:16 +0000 /populationhealth/?p=12005 Research project team engaged in discussionThe 黑料老司机 Population Health Initiative awarded eight, $25,000 Tier 1 pilot grants to interdisciplinary teams of UW researchers in autumn 2025. Together, these teams represent 10 UW schools and colleges, along with several community-based partners, and are pursuing projects in areas such as child health, mental health and engagement with nature.

The goal of the Initiative鈥檚 Tier 1 grants is to help researchers build an interdisciplinary foundation for future proof-of-concept projects.

Since receiving their awards, each team has made progress on its work. The tabs below highlight the research activities completed to date.

Investigators
Lisa Manzer, Center for Women鈥檚 Welfare, School of Social Work
Sarah Brolliar, Center for Women鈥檚 Welfare, School of Social Work
Marisol Tapia Hopper, Workforce Development Council of Seattle-King County

Project update
This project expands the Self-Sufficiency Standard (SSS) to incorporate individual marketplace premiums and premium tax credits (PTCs), producing a more accurate measure of income adequacy and estimating the household impact of PTC expiration.

To date, work has focused on building the infrastructure required to support this modeling. The SSS production system has been fully transitioned from Excel to a reproducible, R-based workflow, with all components version-controlled in GitHub. A comprehensive federal and state tax calculation framework has been developed, enabling accurate modeling of tax liabilities and credits, including the structure needed to incorporate PTCs. The framework for integrating marketplace premiums into the SSS is established, and parameters for modeling PTCs under both current law and post-expiration scenarios are being finalized. The population modeling system is also complete: the R-based workflow for applying the SSS to American Community Survey (ACS) microdata is ready to generate household estimates under different policy scenarios.

The urgency of this work has increased: with Enhanced PTCs having expired at the end of 2025, the project is now positioned to document real-world impacts rather than projected ones, strengthening the policy relevance of findings.

Final policy outputs have not yet been produced, but the core systems required to generate them are in place. Remaining work is focused on completing integration, running simulations, and producing results.

Investigators
Lupita Santillan, Department of Psychiatry and Behavioral Sciences
Julia Mattson, Department of Pediatrics
Ana C. Hernandez, Seattle Children鈥檚 Hospital
Weili Yuan, Elson S. Floyd College of Medicine, Washington State University
Gulaiim Almatkyzy, Department of Oral Health Sciences
Brent Collett, Department of Pediatrics

Project update
Our project aims to design and pilot a mobile health intervention to improve oral health behaviors among young children through parent engagement. To date, we have obtained IRB approval from the 黑料老司机, as well as site approval from Seattle Children鈥檚. We are currently awaiting Washington State University approval for one study team member who will support recruitment at our rural partner site (Joya Child and Family Development). Spanish translations of IRB-approved materials are in progress.

We have also expanded our recruitment network to include Seattle Children鈥檚 Early Childhood Clinic and the 黑料老司机 Institute on Human Development and Disability鈥檚 Infant Development Follow-up Clinic. All English-language consent forms and questionnaires have been completed and programmed in REDCap. Additionally, our BOOST mobile application has been fully developed and tailored for the study in English. We are preparing to begin recruitment of English-speaking families within the next 1-2 weeks. Participant materials (e.g., tripods, toothbrushing kits) are in the process of being ordered.

Investigators
Sam Bernecker, Department of Psychiatry and Behavioral Sciences
Jennifer Turns, Department of Human Centered Design & Engineering
Patrick Raue, Department of Psychiatry and Behavioral Sciences

Project update
Psydkick is a digitally guided, reciprocal coaching tool designed to overcome common barriers to evidence-based psychosocial interventions (EBPIs). In Psydkick, pairs of users take turns delivering Problem-Solving Therapy (PST) to one another, guided by real-time prompts on a laptop, tablet, or phone.

The reciprocal, peer-delivered structure addresses both structural barriers (cost, provider scarcity, wait times) and attitudinal barriers (stigma, desire for self-reliance) that keep many people from receiving evidence-based mental health care. With Initiative funding, the team is conducting the discovery work needed to inform prototype development and support a follow-on pilot trial.

Progress to date includes the following:

  • Refocused the project鈥檚 target population from rural-dwelling adults to community college (CC) students. CC students share the high unmet treatment need that motivated the original focus on rural adults鈥攐ne large NIMH-funded study found that more than two-thirds of CC students screened positive for depression, anxiety, or PTSD, while only 11% had received psychotherapy in the past year鈥攂ut they are more demographically diverse, more efficiently reached through institutional partners, and represent a large population (roughly half of working U.S. adults take at least one CC course). This refocus is expected to enhance the generalizability of findings.
  • Established community college partnerships. The team secured letters of support from two Washington State community colleges (Highline College and Lake Washington Institute of Technology, with a combined enrollment of more than 20,000), including building relationships with one institution鈥檚 Executive Committee. Outreach is ongoing with several additional colleges.
  • Developed study materials and submitted an IRB protocol for a mixed-methods user-needs study of community college students experiencing elevated depression and/or anxiety symptoms.
  • Submitted an NIH K23 career development award proposal (PI: Bernecker) that builds directly on this work and proposes a pilot trial of Psydkick at community colleges. Initial review feedback is expected in the coming months.

Investigators
Dario Cvencek, Institute for Learning & Brain Sciences
Jessica C. Jones-Smith, Health Systems and Population Health

Project update
This project aims to investigate the development of children鈥檚 food attitudes and their associations with dietary habits and physical health outcomes. The study is guided by four primary objectives, and progress to date is summarized below.

Development of Assessment Measures. We have successfully developed and implemented a comprehensive battery of child- and parent-report measures within our data collection platform. These measures assess a broad range of factors related to children鈥檚 physical health, including home food availability (healthy and unhealthy), physical activity levels, presence and use of electronic devices and children鈥檚 food attitudes.

Demonstration of Project Feasibility. Data collection is well underway, with 78% of the target sample obtained to date. Recruitment and participation rates achieved within a relatively short timeframe indicate strong feasibility for a larger-scale longitudinal study. Both children and parents have demonstrated willingness and ability to complete the assessment battery in a remote (online) format.

Identification of Factors Associated with Food Attitudes. Although data collection is still in progress and analyses have not yet been conducted, successful administration of the full assessment battery supports our ability to carry out the planned analyses upon completion of data collection.

Examination of Links to Physical Health. Similarly, planned analyses examining associations between children鈥檚 food attitudes and physical health outcomes will be conducted once data collection is complete.

Investigators
Sebastian Tong, Department of Family Medicine
Peter Kahn, Department of Psychology & School of Environmental and Forest Sciences
Ashley Park, Department of Family Medicine
Hongfei Li, College of Built Environments

Project update
The Nature Engagement Project aims to translate Interaction Pattern Theory into clinical practice through the development of the Interaction Pattern Preference Inventory (IPPI), a patient- and provider-facing tool to support more specific, feasible and equity-informed nature prescriptions. Guided by the Health Equity Implementation Framework, the project focuses on understanding embodied interactions with nature and identifying barriers shaped by social and environmental contexts.

To date, the team has collaboratively developed core Tier 1 study materials, including a draft IPPI prototype, a survey instrument and three semi-structured interview guides tailored for patients, health care providers and community planners/practitioners. A recruitment plan has been implemented, healthcare providers have been successfully recruited, and qualitative interviews with providers are actively underway. An early conceptual version of the IPPI is being used within interviews to gather formative feedback on usability, feasibility and clinical relevance to inform future refinement. In addition, the project has supported the mentorship of an undergraduate student who is actively engaged in research activities and gaining applied experience in health equity鈥揻ocused, practice-based research.

Investigators
Thanh P. Nguyen, Department of Pediatrics
Gabi Sepulveda, Department of Psychiatry & Behavioral Sciences
Matilda Sampson, Excelsior Wellness
Shayla Collins, UW Center for Child & Family Well-Being
Jim Mancini, Department of Pediatrics

Project update
This project works toward three interrelated aims to improve coordinated care for autistic youth with mental health needs and their families in Washington State.

For Aim 1, the team has initiated a multi-method data collection process to identify gaps, barriers and ideal practices in care coordination. A needs assessment survey has been developed and distributed to care coordinators and families of autistic youth, and data collection is currently underway. In parallel, the team is preparing for regional research World Caf茅 sessions鈥攁 qualitative approach designed to efficiently gather rich, practice-informed insights鈥攊ncluding finalizing procedures, booking venues, and purchasing materials. Planning is also in progress for virtual focus groups that will engage diverse stakeholders such as caregivers, autistic individuals, coordinated care professionals and administrators.

Progress has also been made toward Aim 2, which focuses on developing a community-informed and vetted Care Coordination Training Curriculum (CCTC) manual. The team has drafted the training content and identified key topic areas for the manual. This draft will undergo iterative refinement through at least three rounds of stakeholder input gathered during the World Caf茅 sessions and the virtual focus groups.

For Aim 3, the team has engaged with several agencies across Washington State to explore alignment and potential interest in future collaboration related to a pilot study of the CCTC program. Ongoing data collection through the needs assessment survey, World Caf茅 sessions and virtual focus groups will continue to inform manual development and partnership building.

Investigators
Patience Binambiba Jaman, Department of Health Systems and Population Health
Kaboni Whitney Gondwe, Department of Child, Family, and Population Health Nursing
Rabi Yunusa, Department of Global Health
Mpiima Mugambe, Immigration Guide
Francis Abugbilla, Ghanaians in Seattle Association-GHASEA

Project update
This project seeks to understand the barriers and opportunities to equitable gestational hypertension care among Black immigrant women in Washington State through a community-partnered needs assessment. Using a mixed-methods and community-based participatory approach, the project aims to generate culturally informed insights to guide future interventions and policy-relevant recommendations. The project timeline includes preparation and recruitment (January鈥揊ebruary 2026); data collection, including interviews (March鈥揗ay 2026); data analysis and community validation (June鈥揓uly 2026); and dissemination activities, including a stakeholder meeting (August 2026).

Progress to date reflects meaningful advancement toward these milestones, with several components completed as planned and others actively underway. The project has since focused on foundational activities essential to successful implementation. Institutional Review Board (IRB) approval for the study was obtained, and data collection tools, including surveys and interview guides, have been developed and refined with the help of our community partners and community advisory board.

Key partnerships have been established with community organizations serving Black immigrant populations, including Immigrant Guide and the Ghana Association of Greater Seattle (GHASEA). We have had five meetings with our community partners since the beginning of the study, where the research team has consistently provided progress updates and gathered feedback for improvement. They have actively engaged in shaping the study’s priorities and outreach strategies. The research team has also recruited and formed a Community Advisory Board (CAB) consisting of five community members to ensure cultural relevance and shared ownership of the research process. This board has met once to date, with a primary focus on addressing recruitment challenges.

Recruitment has started and is ongoing; flyers were shared at two Black community events, put at the Bantaba (African) restaurant, the Masjid, and the African Market in Lynnwood. Flyers have also been shared via email and on community platforms through the community partners. Despite these efforts, there are no confirmed participants among the targeted women at this stage. Participation has been slower than anticipated due to heightened fear and hesitancy among immigrant communities related to current immigration enforcement concerns, which has affected willingness to engage. Adaptive recruitment strategies are being implemented to address these challenges. Several strategies were discussed during the first CAB meeting to strengthen recruitment, including engaging a community recruiter to actively identify and approach potential participants. Additionally, we plan to advertise this study on social media at a cost.

This recruitment phase, scheduled for March to May 2026, will depend on the success of recruitment efforts over the next several weeks. If the recruitment strategies above prove effective, the project is expected to proceed as planned. Overall, the project is progressing as planned and is well-positioned to continue data collection and move into data analysis, with a strong foundation of trust, collaboration and community partnerships.

Investigators
Wanda Pratt, Information School
Yue Wu, Department of Ophthalmology
Mike Teodorescu, Information School
Kennedy Orwa, Information School

Project update
This project aims to lay the foundation for equitable, AI-enabled diabetic retinopathy (DR) screening by addressing limitations in generalizability of diagnostic AI systems across diverse populations and healthcare settings. The project is guided by two core objectives: (1) generating a rigorous, peer-review-ready evidence base on bias and generalizability in DR diagnostic AI, and (2) engaging multidisciplinary stakeholders to co-design pathways toward AI-ready health systems.

At mid-term, substantial progress has been achieved across both aims. The systematic literature review is complete, with a manuscript prepared for peer review. This work is synthesized through the Biomedical Informatics Generalizability (BIG) Framework, which conceptualizes generalizability as a systems-level property emerging from interactions across four interdependent layers: model, data, workflow and governance. The framework highlights how variability at any layer propagates across the system, shaping model performance and clinical outcomes.

In parallel, stakeholder engagement has progressed from initial mapping to active, context-grounded partnership development. A field mission to western Kenya was successfully conducted, involving site visits to multiple healthcare institutions and consultations with clinical and administrative stakeholders. This mission generated critical insights into infrastructure, workflow, and data ecosystem constraints, while also establishing strong institutional relationships and identifying partners for ongoing collaboration.

More information about the Population Health Initiative pilot grant program, tiering and upcoming deadlines can be found by visiting our funding page.

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黑料老司机 Applied Research Fellowship team publishes findings on access disparities in King County parks /populationhealth/2026/09/22/university-of-washington-applied-research-fellowship-team-publishes-findings-on-access-disparities-in-king-county-parks/ Tue, 22 Sep 2026 17:50:04 +0000 /populationhealth/?p=12202 Children playing in a parkThe 2025 Population Health Initiative Applied Research Fellowship Project (ARFP) team recently published their spatial analysis findings on access disparities in King County parks in Case Studies in the Environment. The project team, which consisted of three 黑料老司机 graduate students and two undergraduate students, was led by Jessica Godwin, a research scientist with the UW Center for Studies in Demography & Ecology. The 10-week project was in collaboration with stakeholders from King County Parks and the King County Department of Natural Resources.

The ARFP team was motivated by better understanding how people, especially children, access parks and green spaces within King County and using this data to inform future research on equitable access and infrastructure investment. To account for real-world constraints, like highways, lakes and other restricting topography, the team utilized isochrones to measure walking distance to parks. Their analysis revealed distinct patterns: high-access clusters concentrated in Seattle鈥檚 urban core, and low-access clusters primarily in eastern and southern King County.

Using this framework, future research could build on the team鈥檚 findings by incorporating additional dimensions to examine in greater detail access patterns related to demographic, social and health-related factors. Presently, this study offers a baseline for identifying potential spatial disparities in park access and provides a foundation for future analyses that support equitable and context-specific park planning.

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Summer 2026 Social Entrepreneurship Fellows develop strategic roadmaps for UW innovations /populationhealth/2026/09/16/summer-2026-social-entrepreneurship-fellows-develop-strategic-roadmaps-for-uw-innovations/ Wed, 16 Sep 2026 15:51:05 +0000 /populationhealth/?p=12179 The four 2026 summer fellows are pictured with their instructor.The Population Health Initiative鈥檚 Summer 2026 Social Entrepreneurship Fellows Program concluded in August with a showcase in which fellows presented their findings to students, faculty and staff from schools and colleges across the 黑料老司机.

Over 10 weeks, the fellows worked on population health innovations developed by UW researchers, evaluating pathways to financial sustainability while maximizing societal impact.

Developed by the Population Health Initiative in partnership with the Buerk Center for Entrepreneurship and CoMotion, the Social Entrepreneurship Fellows Program expands opportunities for students across disciplines to gain real-world experience in social entrepreneurship while providing UW investigators with roadmaps for sustaining their population health innovations.

This summer鈥檚 fellows were:

Name School Program
Cris Resto School of Public Health Master of Public Health, Nutrition & Dietetics
Ankit Azad Foster School of Business Master of Business Administration
Seirina Zhang College of Engineering Master of Science in Human Centered Design & Engineering
Lee Donnelly College of Arts & Sciences Master of Arts in Cinema & Media Studies

The fellows’ final presentations and reports provided UW investigators with detailed analyses of customer discovery, market opportunities, competitive landscapes, and recommended business models to advance their projects.

Resto worked on Nuestro Valor, a system of evidence-based interventions designed to address behavioral, social, environmental and structural factors affecting Latino communities, particularly by improving access to fresh produce through tiendas. Through market research and stakeholder interviews, she recommended starting small and testing the concept’s value through shared purchasing models, leveraging existing infrastructure, and building toward earned revenue by demonstrating cost savings for tienda owners. To help move the project from pilot to sustainable implementation, Resto developed a roadmap outlining goals, key tasks and potential funding sources to support Nuestro Valor’s long-term financial viability.

Azad was paired with the Otobuds (TUNE) team. Otobuds is a low-cost, smartphone-based hearing screening device designed to support the early detection of hearing loss. During the 10-week fellowship, Azad examined the project’s limitations and growth opportunities through stakeholder interviews and market research, including an assessment of competitors and regulatory considerations. Her recommendations included pursuing targeted funding strategies, scaling through existing partnerships, thoughtfully building leadership and technical capacity, and validating the technology in real-world clinical settings.

SMART-Wrap (Short Message Assisted Responsive Treatment for Wraparound) was created to bridge the gap between care intentions and care realities through a real-time, easy-to-use, text-based communication tool for youth and families. Zhang conducted 18 customer discovery interviews, assessed funding and sustainability opportunities, and proposed a service model that incorporated family feedback, data interpretation, staff recognition and funder-ready evidence translation. She also evaluated potential buyers and overall market fit while considering ethical guardrails and preliminary pricing models. Her final recommendations included reframing the program’s language to focus on the people doing the work and piloting the system with five organizations to assess the benefits they experience.

Donnelly spent the summer investigating aFloats (Acoustic Micro-float), a cost-effective volumetric acoustic measurement system that integrates hydrophones with profiling floats to map underwater soundscapes. As part of her customer discovery work, Donnelly conducted 25 stakeholder interviews and identified potential funding pathways, strategies to improve search engine visibility, branding assets, and opportunities for continued customer discovery. She also identified commercial and social-impact markets for future exploration. Her final recommendations included expanding into European markets, exploring tribal and state governments as potential customers, investing in real-time detection capabilities, and addressing potential education and awareness gaps.

While each fellow had primary responsibility for a single project, the cohort model enabled students to collaborate closely and contribute their disciplinary expertise across all projects.

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Twelve new members named to the Population Health Initiative executive council /populationhealth/2026/09/10/twelve-new-members-named-to-the-population-health-initiative-executive-council/ Thu, 10 Sep 2026 22:48:33 +0000 /populationhealth/?p=12162 The Block W statue at the southeast entrance to the UW Seattle campus.President Robert J. Jones has named 12 new representatives to the 30-member 黑料老司机 Population Health Initiative executive council. The council serves as the internal governing body for the Population Health Initiative.

The 12 representatives who are beginning their terms during the 2026-27 Academic Year are:

  • , associate professor of Sociology, College of Arts & Sciences
  • , clinical professor of Medicine, School of Medicine
  • , associate professor of Psychology, College of Arts & Sciences
  • , professor and chair of Obstetrics & Gynecology, School of Medicine
  • , associate professor of Pharmacy, School of Pharmacy
  • , assistant professor of Health Systems and Population Health, School of Public Health
  • , assistant professor of Landscape Architecture, College of Built Environments
  • , lecturer, School of Law
  • , assistant professor of Oral Health Sciences, School of Dentistry
  • Cris Resto, graduate student, Public Health Nutrition
  • Anna Tiberi, undergraduate student, Environmental Studies
  • , professor of Materials Science & Engineering, College of Engineering

These individuals succeed 12 members who left the council at the end of the 2025-26 Academic Year as part of its annual rotation.

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Study suggests warming climate may push rice beyond historical heat thresholds /populationhealth/2026/09/02/study-suggests-warming-climate-may-push-rice-beyond-historical-heat-thresholds/ Wed, 02 Sep 2026 20:01:55 +0000 /populationhealth/?p=12152 Rice grains are pictured inside of a bowlRising temperatures due to global climate change may mean trouble for Asia鈥檚 major rice-producing regions. 黑料老司机 researchers, using satellite maps, agricultural records, archaeological data and climate projections, estimate that by the end of this century the land area exceeding these temperature limits could expand to an unprecedented and unsustainable level.

Jade d鈥橝lpoim Guedes, an archaeologist, UW associate professor of anthropology and co-author of the study, recently explained what this research means for the future of rice and food production, the need for crop diversity and reconsidered farming practices and how the world鈥檚 commitment towards climate-friendly solutions can move us towards better outcomes globally.

Read the Original Article >

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Gaps in care persist after emergency treatment for behavioral health conditions /populationhealth/2026/08/26/gaps-in-care-persist-after-emergency-treatment-for-behavioral-health-conditions/ Wed, 26 Aug 2026 16:15:28 +0000 /populationhealth/?p=11996 A red Emergency sign outside of a hospitalA new UW Medicine study shows that primary care follow-up after emergency department visits for mental health and substance-use conditions remains very low. Analysis of Washington Medicaid data found only 11% to 14% of patients received a related primary care visit within 30 days. The findings highlight persistent gaps in care coordination despite efforts to improve behavioral health access.

The study reviewed more than 860,000 claims and found emergency departments often serve as key safety nets for patients without routine care. Researchers identified barriers including limited handoff protocols, stigma, and constrained primary care capacity. Lower follow-up rates were also seen among non-Hispanic Black individuals and people experiencing homelessness.

The researchers believe the results underscore the need for targeted investments and policy changes to improve continuity of care and reduce disparities, ultimately supporting better long-term outcomes for patients with behavioral health conditions.

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