Skip to content

CSDE and PHI Applied Research Fellows Deliver New Data Tool and Analyses to King County

The 2023 University of Washington Population Health Initiative Applied Research Fellowship program recently concluded their research assessing migration and displacement trends in King County through the use of novel data sources. Their findings offer useful insights for King County policymakers regarding future resource allocations. This year’s five student fellows were a mix of graduate and undergraduate students, including Tiffany Childs (Public Health – Global Health major), Lily Bates, Public Health – Global Health major), Pamela Lin (Master of Urban Planning and Public Health candidate), Zhaowen Guo, PhD candidate in Political Science, and Rachel Song (PhD candidate in Psychology).

The fellows began their work with what they knew about migration in King County — that in-migration to King County has increased rapidly over the past two decades, resulting in increased internal migration within the county. More specifically, expansion of high-paying jobs in the tech sector and pressure on existing housing supply has resulted in the displacement of low income households, especially in the South Seattle and South King County area.

The cohort’s research questions were partly informed by Data Axle, a data delivery platform; the team investigated what could be learned about migration from different datasets, where people are moving within Seattle/South King County, and the socioeconomic conditions of people’s origins and destinations. Along with Data Axle, the team utilized data from Scraped Online Rental Listings (SORL), American Community Survey (ACS) and other public data sources like the King County Assessor’s Office, King County Metro, Sound Transit, school sites and school districts and data on environmental exposure from the Washington Department of Health Environmental Health Disparities Data.

To gain a more complete picture of migration, the fellows looked at data at both the county level and area level. On a county level, the team analyzed and compared data on age-specific migration, migration by tenure, median rent by number of bedrooms and studio rent distribution. The area-level analysis included looking at migration flows across Health Reporting Area (HRA) groupings to determine in- and out- migration rates. Three specific case examples highlighted were Auburn-North, Tukwila and Rainier Valley-Rainier Beach, all under the South King County/South Seattle umbrella and areas with highest rates of migration flow.

Insights from the 10-week program included acknowledging that Data Axle can reveal the relative order of migration magnitudes and rates, that most observed internal migration is hyperlocal, a vast majority of HRAs see net migration gains, popular observed origin-destination HRA pairs are often consistent across time, and that rising rents do not seem to precede observed out-migration.

Looking ahead, the cohort recommended a calibration of distributions of household from Data Axle to ACS by tenure and/or age, an estimate of area-level migration measures by household tenure, an estimate of migration between King, Pierce and Snohomish County, and to incorporate area-level migration measures into the Exploring King County tool created by and improved on by previous teams of fellows.

This data visualization tool already includes variables on population, education level, median income, household size, methods of transportation to work and median gross rent. The 2023 summer cohort added their data on SORL to the tool as a way to deepen King County, policy makers and community members’ understanding of geographic areas and specific populations more likely to be exposed to economic risk and displacement in King County.

The Applied Research Fellowship program was launched in 2019 to equip students with data analysis, critical thinking and team science skills to enable them to effectively tackle complex population health challenges and become future leaders in the field. The program is run by the Population Health Initiative in partnership with the University of Washington’s Center for Studies in Demography & Ecology, and this year’s project was developed in partnership with the King County Demographer and Public Health – Seattle & King County’s Assessment, Policy Development and Evaluation Unit.

The application period for the summer 2024 Applied Research Fellowship program will open in winter quarter 2024. Learn more about this fellowship program by visiting its web page.

Spiro, West, and Co-authors Publish on Science Communication During the COVID-19 Pandemic

CSDE Affiliates Emma Spiro and Jevin West from the Information School recently published their research with co-authors, “Selective and deceptive citation in the construction of dueling consensuses” in the Science Advances. The COVID-19 pandemic provides a unique opportunity to study science communication and, in particular, the transmission of consensus. In this study, authors show how “science communicators,” writ large to include both mainstream science journalists and practiced conspiracy theorists, transform scientific evidence into two dueling consensuses using the effectiveness of masks as a case study. They do this by compiling one of the largest, hand-coded citation datasets of cross-medium science communication, derived from 5 million Twitter posts of people discussing masks. They find that science communicators selectively uplift certain published works while denigrating others to create bodies of evidence that support and oppose masks, respectively. Anti-mask communicators in particular often use selective and deceptive quotation of scientific work and criticize opposing science more than pro-mask communicators. Their findings have implications for scientists, science communicators, and scientific publishers, whose systems of sharing (and correcting) knowledge are highly vulnerable to what we term adversarial science communication.

*This CSDE news story is a corrected repost of a story that ran in the Oct. 2nd newsletter. CSDE Affiliate Emma Spiro is an author on the featured article.

Workshop by UW’s eSciences Institute (10/16/23-10/19/23)

Sign up now for the eScience Institute‘s Software Carpentry workshop, a four-day virtual workshop on basic programming skills. From October 16th through 19th from 9:00 a.m. to noon, participants will explore tutorials and hands-on practical exercises, and are encouraged to help one another and to try applying what they have learned to their own research problems. The course is aimed at graduate students and other researchers. Details and registration here.

Mroz, Prusynski, and Co-authors Publish Two Articles on Skilled Nursing Facilities and Patient Outcomes

CSDE Affiliates Tracy M. Mroz (Rehabilitation Medicine), Rachel Prusynski (Physical Therapy), and co-authors published two articles that examine patient outcomes in the context of skilled nursing facilities (SNFs). The first article Current Evidence on the Impact of Medicare Payment Policy on Stroke Rehabilitation in Skilled Nursing Facilities” is published in Current Physical Medicine and Rehabilitation Reports, where the authors focus on patients recovering from stroke. Patients recovering from stroke benefit from frequent, multi-disciplinary therapies in skilled nursing facilities (SNFs). As a major driver of spending, rehabilitation in SNFs is vulnerable to scrutiny from payers including Medicare. This review explored impacts of current payment programs (Patient Driven Payment Model, Bundled Payments for Care Improvement Advanced, Accountable Care Organizations, and Medicare Advantage) on access and outcomes of rehabilitation in SNFs after stroke. The authors’ second article “Skilled Nursing Facility Changes in Ownership and Short-Stay Medicare Patient Outcomes” is published in JAMA Network Open. In this study, the authors examine what types of skilled nursing facilities (SNF) change ownership, and are SNF sales associated with short-stay patient outcomes? In this cohort study of 11 004 SNFs, urban, for-profit, and chain SNFs with lower staffing ratings and more Medicaid patients were more likely to change ownership. Ownership change was associated with short-term increases in emergency department visits but was not associated with hospital readmissions or community discharge rates. These findings suggest that SNF ownership changes may be a symptom, rather than a cause, of lower quality care for short-stay patients.

CSDE Computational Demography Working Group Hosts JW Schneider on User Research Experience (10/18/23)

On October 18 from 3:30-4:30pm JW Schneider, a Staff Researcher with Google, will join CDWG to discuss User Research Experience. Dr. Schneider has previous industry experience covering 9 years at Google, Meta, and Anheuser-Busch InBev. He completed his PhD in economics at the University of Illinois, Urbana-Champaign in 2017 with a dissertation focused on demand estimation and empirical industrial organization. In his work he applies methods from survey science, statistics, and economics to test hypotheses concerning user behaviors, demand, and preferences in order to determine both product and corporate strategy. He also has experience partnering across organizations to conduct research in the public interest on small and medium businesses. The event will take place in 223 Rait Hall and on Zoom (register here).

Upcoming Seminar on Fostering Climate Change Connections (10/23/23)

EarthLab is excited to announce an upcoming Fostering Climate Change Connections convening, co-hosted by the Population Health Initiative, at the University of Washington’s wǝɫǝbʔaltxʷ – Intellectual House. This free event follows the success of our inaugural offering in April 2023 – inspired by the December 2022 Sparking Climate Connections event – and aims to further facilitate the development of interdisciplinary collaborations among UW researchers to address pressing climate-related challenges. Because you registered for our December 2022 event, we thought you might be interested in joining us once again! To ensure your participation, please RSVP via the following REDCap link.

The Open Space-style gathering structure empowers faculty members, staff, and graduate students to shape the agenda by proposing discussions on potential interdisciplinary collaborations. Following the formal program, attendees will have the opportunity to engage in casual networking during lunch (12:00-1:00 PM). This event presents a unique opportunity for our community to come together, share insights, and forge connections that can lead to innovative solutions for climate-related challenges. We believe that your presence and support would greatly contribute to the success of this initiative.

Research by Sherr and Co-authors Studies Policy to Improve Retention in Antiretroviral Therapy for HIV

CSDE Affiliate Kenneth Sherr (Global Health) and co-authors recently published their research in The Lancet HIV, titled “Impact of differentiated service delivery models on 12-month retention in HIV treatment in Mozambique: an interrupted time-series analysis“. HIV treatment has been available in Mozambique since 2004, but coverage of, and retention in, antiretroviral therapy (ART) remain suboptimal. Therefore, to increase health system efficiency and reduce HIV-associated mortality, in November, 2018, the Ministry of Health launched national guidelines on implementing eight differentiated service delivery models (DSDMs) for HIV treatment. The authors assessed the effect of this implementation on retention in ART 12 months after initiation, and explored the associated effects of COVID-19. They find that the implementation of eight DSDMs for HIV treatment had a positive impact on 12-month retention in ART. COVID-19 negatively influenced this outcome.

Housing Discrimination is the Subject of New Research by Crowder and Co-authors

Kyle Crowder, CSDE Affiliate (Sociology) and co-authors published their research, “Real Estate Platforms, the Housing Search Process, and Racial Residential Stratification” in the journal Race and Social Problems. Recent theoretical arguments suggest that, in addition to ongoing, overt racial housing discrimination and unequal access to resources, multiple subtle housing search processes are racially stratified and contribute to persistent racial segregation. Yet, little prior research has examined these processes. The present paper helps to fill this gap by investigating the racialized differences in the subtle ways that individuals use online housing search tools and identify real estate agents to assist them through the housing search process. To do so, we rely on novel survey data collected by Redfin from 2647 housing consumers using multiple online platforms to search for housing in markets across the United States and examine racialized differences in the likelihood of homebuyers attempting various types of activities using online housing search tools, successfully using the online search tools, and methods of identifying real estate agents with whom to work. While the nature of the data preclude definitive conclusions, our findings point to significant racialized differences in attempting, and successfully completing, online activities across three different ‘types’ of online tool engagement—early search, neighborhood search, and housing unit—as well as in identifying real estate agents. After reviewing our results, we discuss the implications of these findings for persistent racial residential stratification, and directions for future research.

Orellana and Co-authors Examine a Program to Improve DEI in the HIV Research Community

CSDE Affiliate Roberto Orellana (Social Work) and co-authors recently published research in the JAIDS Journal of Acquired Immune Deficiency Syndromes, titled “Impact of a Multi-Institutional Initiative to Engage Students and Early-Stage Scholars From Underrepresented Racial and Ethnic Minority Groups in HIV Research: The Centers for AIDS Research Diversity, Equity, and Inclusion Pathway Initiative“. The Centers for AIDS Research Diversity, Equity, and Inclusion Pathway Initiative (CDEIPI) aims to establish programs to develop pathways for successful careers in HIV science among scholars from underrepresented racial and ethnic populations. This article describes cross-site evaluation outcomes during the first 18 months (July 2021-December 2022) across 15 programs. The aims of the evaluation were to characterize participants, describe feasibility, challenges, and successes of the programs and provide a basis for the generalizability of best practices to Diversity, Equity, and Inclusion (DEI) programs in the United States. Two primary data collection methods were used: a quarterly programmatic monitoring process and a centrally managed, individual-level, participant quantitative and qualitative survey. These data provide evidence to support the feasibility and impact of novel DEI programs in HIV research to engage and encourage racially and ethnically diverse scholars to pursue careers in HIV science.