Stacy Rasmus’s research while affiliated with University of Alaska Fairbanks and other places

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Publications (38)


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Community-engaged artificial intelligence: an upstream, participatory design, development, testing, validation, use and monitoring framework for artificial intelligence and machine learning models in the Alaska Tribal Health System
  • Article
  • Full-text available

April 2025

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43 Reads

Frontiers in Artificial Intelligence

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Stacy Rasmus

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Robert Onders

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[...]

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Vanessa Hiratsuka

American Indian and Alaska Native (AI/AN) communities are at a critical juncture in health research, where combining participatory methods with advancements in artificial intelligence and machine learning (AI/ML) can promote equity. Community-based participatory research methods which emerged to help Alaska Native communities navigate the complicated legacy of historical research abuses provide a framework to allow emerging AI/ML technologies to align with their unique world views, community strengths, and healthcare goals. A consortium of researchers (including Alaska Native Tribal Health Consortium, the Center for Alaska Native Health Research at University of Alaska, Fairbanks, Stanford University, Southcentral Foundation, and Maniilaq Association) is using community-engaged AI/ML methods to address air medical ambulance (medevac) utilization in rural communities within the Alaska Tribal Health System (ATHS). This mixed-methods convergent triangulation study uses qualitative and quantitative analyses to develop AI/ML models tailored to community needs, provider concerns, and cultural contexts. Early successes have led to a second funded project to expand community perspectives, pilot models, and address issues of governance and ethics. Using the Ethical, Legal, and Social Implications of Research framework to address implementation of AI/ML in AI/AN communities, this second grant expands community engagement, technical capacity, and creates a body within the ATHS able to provide recommendations about AI/ML security, privacy, governance and policy. These two projects have the potential to provide equitable AI/ML implementation in Alaska Native healthcare and provide a roadmap for researchers and policy makers looking to effect similar change in other AI/AN and marginalized communities.

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Indigenous Community-Level Protective Factors in the Prevention of Suicide: Enlarging a Definition of Cultural Continuity in Rural Alaska Native Communities

February 2025

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37 Reads

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1 Citation

Prevention Science

Suicide research has focused primarily on risk factors at the individual level, overlooking the potential for community-level factors that confer protection from suicide. This study builds on the concept of cultural continuity from the Indigenous suicide prevention literature. It seeks to understand the collective influences shaping individual experiences across time and frames resilience as a culturally situated process that helps individuals to navigate challenges and facilitate positive health behaviors. A collaborative Alaska Native (AN) partnership designed the Protective Community Scale (PCS) to identify mutable community-level protective factors in rural AN communities hypothesized to reduce suicide among youth, who represent the highest risk demographic in this at-risk population. Study objectives were to (a) test the measurement structure of community-level protection from suicide, (b) select best functioning items to define this structure, and (c) test the association of community protection with community-level suicide deaths and attempts. In 65 rural AN communities, 3–5 residents (n = 251) were peer-nominated for their knowledge of local resources and completed the PCS in structured interviews. Findings show community members can reliably assess the theoretically rich, multidimensional community-level protective factor structure of cultural continuity with sufficient precision to establish its inverse association with community-level suicide. Community-level protection emerges as a promising approach for universal suicide prevention in Indigenous contexts that can guide multi-level strategies that expand beyond individual-level, tertiary prevention to focus on the continuity of cultural processes as resources to build protection. These findings point the field toward consideration of cultural continuity and community protection as key factors for Indigenous suicide prevention.



Examining community-level protection from Alaska Native suicide: An Indigenous knowledge-informed extension of the legacy of Michael Chandler and Christopher Lalonde

August 2024

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30 Reads

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2 Citations

Transcultural Psychiatry

Chandler and Lalonde broadened the scope of inquiry in suicide research by providing theoretical grounding and empirical support for the role of community, culture, and history in understanding Indigenous youth suicide and reimagining its prevention. Their work pushed the field to consider the intersectional process of individual and collective meaning-making in prevention of Indigenous suicide, together with the central role culture plays in bringing coherence to this process over time. Their innovation shifted the research focus to include the shared histories, contexts, and structures of meaning that shape individual lives and behaviors. We describe here a new generation of research extending their pathbreaking line of inquiry. Recent work aims to identify complex associations between community-level structures and suicidal behavior by collaborating with Alaska Native people from rural communities to describe how community protective factors function as preventative resources in their daily lives. Community engagement and knowledge co-production created a measure of community protection from suicide. Structured interviews with rural Alaska Native community members allowed use of this measure to produce relevant, accessible, and actionable knowledge. Ongoing investigations next seek to describe their mechanisms in shaping young people's lives through a multilevel, mixed-methods community-based study linking community-level protection to protection and well-being of individual youth. These efforts to understand the multiple culture-specific and culturally mediated pathways by which communities build on their strengths, resources, and practices to support Indigenous young people's development and reduce suicide risk are inspired by and expand on Chandler and Lalonde's remarkable legacy.




Centering Community Strengths and Resisting Structural Racism to Prevent Youth Suicide: Learning from American Indian and Alaska Native Communities

January 2024

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33 Reads

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4 Citations

The persistence of extreme suicide disparities in American Indian and Alaska Native (AI/AN) youth signals a severe health inequity with distinct associations to a colonial experience of historical and on-going cultural, social, economic, and political oppression. To address this complex issue, we describe three AI/AN suicide prevention efforts that illustrate how strengths-based community interventions across the prevention spectrum can buffer suicide risk factors associated with structural racism. Developed and implemented in collaboration with tribal partners using participatory methods, the strategies include universal, selective, and indicated prevention elements. Their aim is to enhance systems within communities, institutions, and families by emphasizing supportive relationships, cultural values and practices, and community priorities and preferences. These efforts deploy collaborative, local approaches, that center on the importance of tribal sovereignty and self-determination, disrupting the unequal power distribution inherent in mainstream approaches to suicide prevention. The examples emphasize the centrality of Indigenous intellectual traditions in the co-creation of healthy developmental pathways for AI/AN young people. A central component across all three programs is a deep commitment to an interdependent or collective orientation, in contrast to an individual-based mental health suicide prevention model. This commitment offers novel directions for the entire field of suicide prevention and responds to calls for multilevel, community-driven public health strategies to address the complexity of suicide. Although our focus is on the social determinants of health in AI/AN communities, strategies to address the structural violence of racism as a risk factor in suicide have broad implications for all suicide prevention programming.


Because We Love You (BeWeL): A protocol for a randomized controlled trial of two brief interventions focused on social and cultural connectedness to reduce risk for suicide and substance misuse in young Alaska Native people

January 2024

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51 Reads

Background Suicide among young people in Alaska Native (AN) communities was nearly unheard of through the establishment of statehood in 1959, but in the 1970s, AN suicide rates began to double every five years, with most of the increase due to suicide among 15 to 25-year-olds. From 1960–1995, the suicide rate increased by approximately 500% during this period of rapid, imposed social transition. For example, families were forced to live in settlements and children were sent to boarding schools. These disruptions increased conditions associated with suicide risk (e.g., substance use disorders, cultural disconnection), and challenged the community-level social safety net of youth protective factors that might have moderated effects of these traumas. The present study addresses the significant gap in culturally appropriate evidence-based programming to address suicide prevention among AN young people as part of aftercare. Our key research questions and methodology have been informed by AN stakeholders, and the intervention approach is Indigenous-led. Methods Our interventions are targeted toward Alaska Native young people ages 14–24 who present with suicide attempt, ideation, or associated risk behaviors, including alcohol-related injury in the Yukon-Kuskokwim region or the Interior. In a randomized controlled trial, 14-24-year-old AN individuals will receive either BeWeL (n = 185), which comprises a 45-minute virtual cultural talk addressing family and ancestral strengths and increasing protective factors, or BeWeL plus motivational interviewing with social networks, which includes an additional 15 minutes focused on discussion of the individual’s social networks (n = 185). We will evaluate intervention effects on primary outcomes of suicide-intent risk, depression, anxiety, frequency of alcohol use, and alcohol consequences. Some of our secondary outcomes include individual and community protective factors, social networks, and awareness of connectedness. Discussion This project has the potential to expand the range and effectiveness of suicide prevention services for AN young people and will help meet the need in Alaska to link clinical behavioral health services to AN community-based networks, and to engage local cultural resources in aftercare for individuals at risk for suicide. Findings have potential to provide practical information to advance the field of suicide prevention and enhance protective factors and resiliency among this population. Trial registration ClinicalTrials.gov Identifier: NCT05360888


Supporting Traditional Foodways Knowledge and Practices in Alaska Native Communities: The Elders Mentoring Elders Camp

October 2023

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27 Reads

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5 Citations

Health Promotion Practice

The transmission of generational knowledge in Alaska Native communities has been disrupted by colonization and led to declining health among Alaska Natives, as evidenced by the loss of knowledge regarding traditional foods and foodways and increasing rates of cardiometabolic disorders impacting Alaska Natives. Elders play a central role in passing down this generational knowledge, but emerging Elders may have difficulty in stepping into their roles as Elders due to the rapid social and cultural changes impacting their communities. The Center for Alaska Native Health Research (CANHR) and the Denakkanaaga Elders Program are partnering with the Center for Indigenous Innovation and Health Equity to uplift and support traditional food knowledge and practices to promote health in Alaska Native communities. Guided by a decolonizing and Indigenizing framework, researchers at CANHR are working with Athabascan Elders in the Interior of Alaska to strengthen and protect the intergenerational transmission of cultural knowledge and practices for emerging Elders. This community-academic partnership will implement and evaluate an Elders Mentoring Elders Camp to focus on repairing and nurturing relationships through the practice and preservation of cultural knowledge and practices, including traditional foodways. This initiative contributes to the intergenerational transmission of knowledge, which is necessary to keep culture alive and thriving.


Orthoimage of Hooper Bay, Alaska, showing the airport to the West, the main town center, and neighborhoods connected by roads of which one has the school towards the South, and another contains the fuel tank farm and sewage lagoon to the North. A spit of sand dunes to the South of Hooper Bay separates the Bering Sea to the West from the bay that gave the town its name. The dunes serve as natural protection against storms and storm surge but are affected by coastal erosion
Hooper Bay as seen from the air during the 2016 moderate flood that turned Hooper Bay into islands; the sewage lagoon is visible in the lower right; the road connecting the two islanded parts of town; protective dunes and the airport form the horizon near the top; the elevated airport road is slightly visible and remained accessible during the flood event
Distribution of scaled answers for how much respondents were bothered by thoughts about the last significant storm event, where most frequently (box plot showing median rating and 25th and 75th percentile), respondents felt “quite a bit” watchful and on-guard, “moderately” bothered by thoughts about the storm when they didn’t mean to, “moderately” bothered by things that made them think about the storm, and “moderately” made them aware of feelings about the storm but didn’t deal with them, and “a little bit” made them try not to think about the storm or had trouble concentrating, n = 51
Distribution of the accepted individual buyout amounts for a hypothetical buyout scenario after removing four outliers that were beyond the 95th percentile (n = 84); the median shown by the bold horizontal line was equal to $66,000; the box shows the 25th and 75th percentile
Climate policy must account for community-specific socio-economic, health, and biophysical conditions—evidence from coastal Alaska

June 2023

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204 Reads

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2 Citations

Regional Environmental Change

Climate warming, sea level rise, and extreme weather events are creating intensifying and more frequent hazards for human populations inhabiting the coast. In Alaska’s remote coastal communities, flooding and erosion are rapidly increasing due to the combined effect of sea level rise, more frequent storm surges, and increasingly powerful wave action from lack of sea ice. This paper presents survey results documenting socio-economic and psychological livelihood impacts and relocation preferences as reported by residents of a remote coastal Indigenous community. We quantified direct costs of lost or damaged private property, affected community infrastructure, and interruption of public services and found that the resulting financial hardship adds to existing economic challenges and climate stressors. Findings underline a community-level preoccupation with coastal climate threats that manifests primarily in intrusive and distressing thoughts of consequences from storms and other destructive climatic events. We highlight the need to monitor more broadly livelihood impacts to inform the design of innovative risk management tools to moderate financial hardship and strengthen community-driven action. We conclude that new policy responding to the needs of remote Indigenous communities affected by repetitive environmental disasters needs to account for a complex array of community and culture-specific socio-economic, health, and biophysical factors that require frequent co-produced assessments to capture rapidly changing conditions at the local scale.


Citations (25)


... Chandler and Lalonde acknowledged important limitations to their findings, noting its use of publicly available data constrained variables that could be studied to rudimentary proxies, allowed for only imprecise estimates, and restricted analytic capabilities. Rasmus et al. (2024) offer a comprehensive review of the contributions of this foundational work along with additional limitations of these original studies to propose a pathway forward. An emergent literature on Indigenous resilience (Kirmayer et al., 2011) suggests a conceptual expansion of the cultural continuity construct to include resources that (a) meet basic needs that include safety, care, justice, and education; (b) offer opportunities for young people that include mentoring, pathways to a livelihood, and access to spiritual activities; (c) influence collective efforts in community development, reconciliation, and resistance; (d) establish self-determined control over community institutions; and (e) facilitate a continuity in cultural life that includes how collective history is represented and how culture is currently practiced and its future assured. ...

Reference:

Indigenous Community-Level Protective Factors in the Prevention of Suicide: Enlarging a Definition of Cultural Continuity in Rural Alaska Native Communities
Examining community-level protection from Alaska Native suicide: An Indigenous knowledge-informed extension of the legacy of Michael Chandler and Christopher Lalonde
  • Citing Article
  • August 2024

Transcultural Psychiatry

... In fact, AIAN cultural connectedness is so crucial to the physical and mental well-being of Native peoples that it can be considered a social determinant of health (Masotti et al., 2020). Community-driven, culture-based approaches can help to counter the many risk factors underlying poor individual and community outcomes, including the continuing impact of colonialist and racist beliefs, policies, and practices on Native peoples in North America (Burnette et al., 2019;Wexler et al., 2024). Disparities in mental health experienced by many AIAN people today are just one consequence of such risk factors. ...

Centering Community Strengths and Resisting Structural Racism to Prevent Youth Suicide: Learning from American Indian and Alaska Native Communities
  • Citing Article
  • January 2024

... In the social context, to protect the culture of ancestors, traditional food knowledge (TFK) is needed and this is an important aspect of human life (Wibisono et al., 2020). To support the elders in restoring the transmission of knowledge across generations, it can be done through potential paths, one of which is by strengthening traditional foods (Demientieff et al., 2023). Food festivals are also a way to revive traditional food knowledge (Fontefrancesco & Zocchi, 2020). ...

Supporting Traditional Foodways Knowledge and Practices in Alaska Native Communities: The Elders Mentoring Elders Camp

Health Promotion Practice

... Culturally specific and Tribally contextualized interventions to address mental health generally-and suicide specificallyfor AIAN youth suggest that local culture is a major protective factor in suicide prevention among AIAN individuals (Asher BlackDeer & Patterson Silver Wolf, 2020;Allen et al., 2022). Such approaches that incorporate Native "culture as intervention" promote sobriety and reasons for living in AIAN youth (Allen et al., 2018;Barlow et al., 2023). ...

New Collaborative Research on Suicide Prevention, Practice, and Policy With American Indian and Alaska Native Communities Holds Promise for All Peoples
  • Citing Article
  • March 2023

Health Promotion Practice

... Recent promising developments in AIAN suicide interventions (Allen, Charles, et al., 2023;Cwik et al., 2014;Wexler et al., 2019) embrace multi-level strategies guided by a community intervention paradigm (Allen, 2019). This study further highlights the potential for these strategies that leverage community-level strengths to create effective AIAN suicide prevention. ...

Culturally grounded strategies for suicide and alcohol risk prevention delivered by rural Alaska Native communities: A dynamic wait-listed design evaluation of the Qungasvik intervention

American Journal of Community Psychology

... The literature about human resilience in the Arctic emphasizes the experiences of trauma and hardship (Arctic Council, 2009;Bals et al., 2011;Wexler et al., 2013;Ulturgasheva et al., 2014;Allen, 2015;Anang et al., 2019). While these are crucial elements to acknowledge, particularly in light of both historical and ongoing traumas, this focus often misses that the day-to-day lives of many people in the North is a positive and thriving experience at home in the Arctic. ...

Arctic indigenous youth resilience and vulnerability: Comparative analysis of adolescent experiences across five circumpolar communities

Transcultural Psychiatry

... A local representative steering committee (e.g. two students and one teacher) assisted in recruiting participants in schools and adding the site-specific components to the international common research protocol. A more detailed description of both the international and Norwegian part of the CIPA study may be found elsewhere (Ulturgasheva et al. 2011;Allen et al. 2014;Nystad et al. 2014;. The Norwegian part of the CIPA received prior approval from the Norwegian Regional Committees for Medical and Health Research Ethics (REC) 2009/729-2. ...

Mapping resilience pathways of Indigenous youth in five circumpolar communities

Transcultural Psychiatry

... The recent declining productivity and abundance of multiple salmon species along the Kuskokwim River, and subsequent threats to Indigenous food sovereignty and well-being raise grave concerns for communities in the region. These threats impact social, spiritual, mental, emotional, and physical health, given the strong connection between healthy and active traditional harvest practices with community well-being and resilience (Brinkman et al., 2022). Indigenous Peoples are at the forefront, bearing the burden of salmon conservation, fighting to restore salmon populations for future generations, while also ensuring Indigenous voices are at the management and research decision-making tables. ...

Changes in Sharing and Participation are Important Predictors of the Health of Traditional Harvest Practices in Indigenous Communities in Alaska

Human Ecology

... These activities can be developed into a specifically targeted suicide prevention program. Haroz et al. (2021) their findings identified included cultural fit of intervention approaches, buy-in from local communities, importance of leadership and policy making, and demonstrated program success as key factors (Haroz et al. 2021). ...

Sustaining suicide prevention programs in American Indian and Alaska Native communities and Tribal health centers

Implementation Research and Practice

... Instead, they have advocated for utilizing millennia of cultural wisdom as the way to heal their communities from colonialist legacies and to thrive (Nebelkopf et al., 2011;O'Keefe, 2019). Culturally specific and Tribally contextualized interventions to address mental health generally-and suicide specificallyfor AIAN youth suggest that local culture is a major protective factor in suicide prevention among AIAN individuals (Asher BlackDeer & Patterson Silver Wolf, 2020;Allen et al., 2022). Such approaches that incorporate Native "culture as intervention" promote sobriety and reasons for living in AIAN youth (Allen et al., 2018;Barlow et al., 2023). ...

Protective Factors as a Unifying Framework for Strength-Based Intervention and Culturally Responsive American Indian and Alaska Native Suicide Prevention

Prevention Science