Bridging Traditions and Prevention: Insights into Implementing and Sustaining Substance Use Programs for Urban AI/AN Communities

Probably not a substantial claim: may not pass S3 (load-bearing).

Work through IRINAH has moved the field forward in sustainability.

“work through the IRINAH (Intervention Research to Improve Native American Health) has moved the field forward in this area (Crump et al., 2020)”

• cites Crump et al., 2020 sourcePartly supported

  In “Recognizing Expectations of Native American Research Participants” (page unavailable), the paper says sustainability planning is expected of all IRINAH-funded intervention projects. The Abstract and IRINAH Network section also describe developing sustainable interventions as a goal, but they do not establish that the work has already moved the field forward in sustainability. (LLM, conf=0.84)

  Experimental — accuracy not yet measured

May combine two claims.

The Qungasvik program for Yup'ik Alaska Native young people used local cultural values and practices in its suicide prevention design and showed medium dose-response effects on protective factors.

“The Qungasvik program for Yup’ik Alaska Native young people used local cultural values and practices in its design and approach to suicide prevention, and showed medium dose-response effects on protective factors (Mohatt et al., 2014).”

• cites Mohatt et al., 2014 sourceSupported

Classified as probably not a substantial claim.

Some researchers described tension between maintaining fidelity to standardized evidence-based interventions and making necessary cultural adaptations.

“Some researchers described the tension between maintaining fidelity to standardized, evidence-based interventions and making necessary cultural adaptations (Castro et al., 2010; Okamoto et al., 2016).”

• cites Castro et al., 2010 sourceSupported
• cites Okamoto et al., 2016 sourcePartly supported

  The Literature review distinguishes culturally adapted programs from culturally grounded ones and suggests that prevention programs for indigenous youth may need to be grounded rather than adapted. It does not describe a tension between preserving fidelity to standardized evidence-based interventions and making cultural adaptations; the Methods section discusses implementation fidelity only for this curriculum. (LLM, conf=0.78)

  Experimental — accuracy not yet measured

May combine two claims.

Although a cultural adaptation framework for Indigenous prevention has been developed, follow-up studies documenting systematic implementation of this approach are sparse.

“Although a cultural adaptation framework for Indigenous prevention has been developed (Jumper-Reeves et al., 2014), follow-up studies documenting systematic implementation of this approach are sparse.”

• cites Jumper-Reeves et al., 2014 sourceSupported

Probably not a substantial claim: may not pass S3 (load-bearing).

Prior work distinguishes between program, organization, and community-level sustainability.

“Prior work distinguishes between program, organization, and community-level sustainability (Scheirer & Dearing, 2011).”

• cites Scheirer & Dearing, 2011 sourceSupported

May combine two claims.

Community-based interventions have increased protective factors associated with suicide and alcohol use and helped AI/AN young people make healthy choices around substance use.

“Community-based interventions have increased protective factors associated with suicide and alcohol use and helped AI/AN young people make healthy choices around substance use (Allen et al., 2023; D’Amico et al., 2020).”

• cites Allen et al., 2023 sourcePartly supported

  The Discussion (p. 10) reports that Qungasvik was associated with increased protective factors related to suicide and alcohol risk among rural Alaska Native young people. The paper measured reflection on alcohol consequences, not whether participants made healthier substance-use choices; the Measures section (p. 5) says alcohol-use frequency was not assessed. (LLM, conf=0.87)

  Experimental — accuracy not yet measured
• cites D’Amico et al., 2020 sourcePartly supported

  The Abstract and Discussion describe culturally centered interventions for urban AI/AN adolescents and suggest that connecting youth with cultural activities may be protective. But the Results found no significant differences between the intervention groups in alcohol and other drug outcomes; the paper does not establish increased protective factors, improved substance-use choices, or an effect on suicide-related factors. (LLM, conf=0.86)

  Experimental — accuracy not yet measured

May combine two claims.

Culturally-grounded prevention programs build community connectedness, reducing isolation that urban-dwelling AI/AN individuals often experience and creating supportive networks that discourage substance use.

“Second, they build community connectedness, reducing the isolation that urban-dwelling AI/AN individuals often experience, and creating supportive networks that discourage substance use (Walters et al., 2020).”

• cites Walters et al., 2020 sourcePartly supported

  The Relational Restoration section describes culturally grounded activities that strengthen family and intergenerational connections and foster protection against alcohol misuse. The Intertribal Talking Circle section also describes group support in an intervention addressing substance abuse. Neither section establishes that these programs reduce isolation among urban-dwelling AI/AN people; the cited examples concern specific youth communities rather than that population. (LLM, conf=0.86)

  Experimental — accuracy not yet measured

May combine two claims.

The school-based Cherokee Talking Circle intervention used Cherokee self-reliance and holistic worldviews and significantly improved substance abuse reduction.

“The school-based Cherokee Talking Circle intervention used Cherokee self-reliance and holistic worldviews, significantly improving substance abuse reduction (Lowe et al., 2012).”

• cites Lowe et al., 2012 sourceSupported

Classified as probably not a substantial claim.

Although cultural adaptation is frequently recommended, rigorous research examining specific adaptation processes and their outcomes remains limited.

“Dickerson et al. (2020) noted that while cultural adaptation is frequently recommended, rigorous research examining specific adaptation processes and their outcomes remains limited.”

• cites Dickerson et al., 2020 sourcePartly supported

  In “Challenges Identified” (page unavailable), the paper says the studies it reviewed did not test whether culturally adapted interventions were more effective than non-adapted ones. The Discussion (page unavailable) likewise says there are few data on their comparative impact and suggests future trials. This supports the claim’s concern about limited outcome research, but the paper’s assessment concerns interventions for Indigenous communities, not cultural adaptation research generally. (LLM, conf=0.84)

  Experimental — accuracy not yet measured

Probably not a substantial claim: may not pass S3 (load-bearing).

Results resonate with themes from prior research, particularly the importance of culturally grounded approaches and community engagement in effectively addressing substance use issues within these communities.

“Overall, results resonate with themes from prior research (Brown et al., 2024; Palimaru et al., 2022; Venner et al., 2021), particularly the importance of culturally grounded approaches and community engagement in effectively addressing substance use issues within these communities.”

• cites Brown et al., 2024Not matched

  Couldn’t be matched to a paper in Crossref, so it can’t be checked.

• cites Palimaru et al., 2022Not matched

  Couldn’t be matched to a paper in Crossref, so it can’t be checked.

• cites Venner et al., 2021 sourceSupported

Probably not a substantial claim: may not pass S3 (load-bearing).

This suggested approach aligns with Jumper-Reeves et al.'s (2014) cultural adaptation framework, emphasizing the need for systematic documentation and evaluation of adaptation processes.

“This suggested approach aligns with Jumper-Reeves et al.’s (2014) cultural adaptation framework, emphasizing the need for systematic documentation and evaluation of adaptation processes.”

• cites Jumper-Reeves et al., 2014 sourcePartly supported

  The Abstract describes a systematic cultural adaptation, and “CBPR: an Iterative Process” describes repeated coding and comparison of participants’ accounts. These support a structured adaptation process, but the passages do not establish a framework calling for systematic documentation and evaluation of adaptation processes. Page numbers were not available in our copy. (LLM, conf=0.83)

  Experimental — accuracy not yet measured

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

The team took additional steps to ensure convergence in interpretation by holding team meetings, documenting coding decision rationales, and auditing findings with the larger team.

“We took additional steps to ensure a convergence in interpretation by holding team meetings, documenting coding decision rationales, and auditing our findings with the larger team (Levitt et al., 2018).”

• cites Levitt et al., 2018 sourceSupported

Probably not a substantial claim: may not pass S3 (load-bearing).

This finding is particularly relevant in light of previous studies that emphasize the importance of community engagement and trust in the effectiveness of prevention programs.

“This finding is particularly relevant in light of previous studies that emphasize the importance of community engagement and trust in the effectiveness of prevention programs (Mohatt et al., 2014).”

• cites Mohatt et al., 2014 sourcePartly supported

  The Discussion section, “Implications of Contrasting Findings across Two Communities” (page unavailable), says community leadership and commitment were required for effective implementation and contrasts the communities’ levels of involvement. This supports the importance of community engagement in this intervention, but the passages do not identify trust as a factor in prevention-program effectiveness. (LLM, conf=0.85)

  Experimental — accuracy not yet measured

May combine two claims.

Some Native Serving Organizations, including Sacred Path Indigenous Wellness Center, have begun to offer hybrid programming to their clients and have found it to be a successful way to engage families in different aspects of their services.

“Some Native Serving Organizations, including Sacred Path Indigenous Wellness Center, have begun to offer hybrid programming to their clients and have found it to be a successful way to engage families in different aspects of their services (Haslam et al., 2023; Kaufman et al., 2016).”

• cites Haslam et al., 2023 sourcePartly supported

  The Methods describe a hybrid online and in-person curriculum for Native American parents. The paper does not identify Sacred Path Indigenous Wellness Center or establish that organizations successfully used hybrid programming to engage families across their services. Its Discussion instead describes overall participation as modest and engagement as lower than expected, although in-person attendance was higher than online attendance. (LLM, conf=0.87)

  Experimental — accuracy not yet measured
• cites Kaufman et al., 2016 sourceNot checked — no full text of the source

Classified as probably not a substantial claim.

Enhanced reimbursement models are essential for covering the increased marginal costs associated with implementing EBPs, including training, supervision, productivity losses, and compliance with regulations.

“Enhanced reimbursement models are essential for covering the increased marginal costs associated with implementing EBPs, which include expenses for training, supervision, productivity losses, and compliance with regulations (Raghavan et al., 2008).”

• cites Raghavan et al., 2008 sourceSupported

Classified as probably not a substantial claim.

Tailored interventions require a deep understanding of community values and trust-building through local stakeholder engagement.

“tailored interventions require a deep understanding of community values and trust-building through local stakeholder engagement”

Classified as probably not a substantial claim.

Initial funding is crucial for launching prevention programs.

“Initial funding is crucial for launching programs”

• Also stated in: § Overview · plain

  “Initial funding is crucial for launching programs”

Probably not a substantial claim: may not pass S2 (checkable).

Culturally appropriate evaluation methods combining quantitative and qualitative metrics are essential for measuring success and ensuring continuous improvement.

“culturally appropriate evaluation methods, combining quantitative and qualitative metrics, are essential for measuring success and ensuring continuous improvement”

Classified as probably not a substantial claim.

Hybrid delivery methods can balance accessibility and relational engagement.

“hybrid delivery methods can balance accessibility and relational engagement”

May combine two claims.

Participants identified a culturally grounded workforce, funding, and collaborative partnerships as important for successful implementation and sustainability of prevention efforts.

“Participants highlighted the importance of a culturally grounded workforce, funding, and collaborative partnerships for the successful implementation and sustainability of prevention efforts.”

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

Systemic policy changes are needed to rectify funding inequities, reduce regulatory barriers, and support culturally relevant practices, thereby enhancing the effectiveness of health services for urban and non-urban Indian health organizations and communities.

“systemic policy changes are needed to rectify funding inequities, reduce regulatory barriers, and support culturally relevant practices, thereby enhancing the effectiveness of health services for urban and non-urban Indian health organizations and communities”

Probably not a substantial claim: may not pass S3 (load-bearing).

Philanthropy and direct partnerships offer another avenue for seed funding.

“Philanthropy and direct partnerships offer another avenue for seed funding”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

All staff would need training on the program, including skills in introducing and leading discussions around social network visualization and skills relating to any new software or technology platform required to implement TACUNA.

“All staff would need training on the program, including skills in introducing and leading discussions around the social network visualization, and skills relating to any new software or technology platform required to implement TACUNA.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Efforts to streamline the grant application process resulted in a 14-page application, demonstrating potential for reducing application burden.

“This participant further described efforts to streamline this process, which resulted in a 14-page application, thus demonstrating the potential for reducing application burden.”

May combine two claims.

Participants emphasized that tailoring interventions requires a deep understanding of cultural nuances, active community collaboration, and practical strategies to address logistical and resource challenges.

“Overall, participants emphasized that tailoring interventions requires a deep understanding of cultural nuances, active community collaboration, and practical strategies to address logistical and resource challenges.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Another provider emphasized the destabilizing impact of delayed reimbursements.

“Another provider emphasized the destabilizing impact of delayed reimbursements”

Probably not a substantial claim: may not pass S2 (checkable).

These changes were seen as essential for enhancing the sustainability and effectiveness of health interventions in AI/AN communities.

“These changes were seen as essential for enhancing the sustainability and effectiveness of health interventions in AI/AN communities.”

Classified as probably not a substantial claim.

Additional support from Elders and traditional healers for clinic staff is vital for ensuring cultural relevance.

“Some participants felt that additional support from Elders and traditional healers for clinic staff was vital for ensuring cultural relevance”

May combine two claims.

Not all participants have reliable internet access or necessary devices to participate in virtual sessions, which can limit program reach.

“However, not all participants have reliable internet access or the necessary devices to participate in virtual sessions, which can limit the program’s reach”

Probably not a substantial claim: may not pass S3 (load-bearing).

One provider recommended a community-based participatory research model.

“One provider recommended a community-based participatory research model”

May combine two claims.

A general consideration for both urban and non-urban settings was the geographic dispersion making in-person programming difficult and reducing opportunities for spontaneous community connection.

“A general consideration for both urban and non-urban settings was the geographic dispersion making in-person programming difficult and reducing opportunities for spontaneous community connection.”

Classified as probably not a substantial claim.

Participants advocated for engaging community members to adapt programs to local needs.

“Participants advocated for engaging community members to adapt programs to local needs.”

May combine two claims.

Interviewees described that interventions often need dedicated staff for billing logistics, and grants for running interventions do not always cover administrative tasks.

“Interviewees described how interventions often need dedicated staff to support billing logistics, which can be difficult since grants for running interventions do not always cover administrative tasks.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

Participants advocated for more proactive funding models that recognize existing efforts and reduce application burden.

“Philanthropy and direct partnerships offer another avenue for seed funding, with participants advocating for more proactive funding models.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Participants emphasized that traditional practices, such as sweat lodges, have thousands of years of evidence supporting their effectiveness, even if they don't fit conventional evaluation models.

“They emphasized that traditional practices, such as sweat lodges, have thousands of years of evidence supporting their effectiveness, even if they don’t fit conventional evaluation models.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Virtual interventions have potential to bridge service delivery gaps, especially for isolated or underserved communities.

“Others echoed this sentiment, pointing to virtual interventions’ potential to bridge service delivery gaps, especially for isolated or underserved communities.”

Classified as probably not a substantial claim.

Some participants felt that integrated care models could improve outcomes by combining medical, behavioral, and cultural health services, especially for those with complex health needs.

“Some participants felt that integrated care models could improve outcomes by combining medical, behavioral, and cultural health services, especially for those with complex health needs.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Medicaid expansion has significantly improved the opportunity to bill for services.

“What’s more, Medicaid expansion has significantly improved the opportunity to bill for services, as noted in this comment”

Classified as probably not a substantial claim. May combine two claims.

Effective prevention programs in AI/AN communities depend on a diverse, culturally-grounded workforce, including facilitators, peer support specialists, Elders, and traditional healers, with training focused on program-specific skills to enhance engagement and address staff burnout.

“In our discussions, we heard that effective prevention programs in AI/AN communities depend on a diverse, culturally-grounded workforce, including facilitators, peer support specialists, Elders, and traditional healers, with training focused on program-specific skills to enhance engagement and address staff burnout.”

May combine two claims.

Participants repeatedly stressed the difficulty sustaining participation and building relationships in some settings.

“Participants repeatedly stressed the difficulty sustaining participation and building relationships in some settings.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Participants discussed the challenges of proving the efficacy of culturally rooted practices.

“Participants also discussed the challenges of proving the efficacy of culturally rooted practices.”

May combine two claims.

Participants emphasized the importance of creating welcoming and culturally relevant spaces, which is often easier to achieve in person.

“Participants emphasized the importance of creating welcoming and culturally relevant spaces, which is often easier to achieve in person.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Several participants suggested that despite TACUNA's initial focus on urban areas, they saw potential in extending its implementation to Tribal lands.

“Several participants suggested that despite TACUNA’s initial focus on urban areas, they saw potential in extending its implementation to Tribal lands.”

Classified as probably not a substantial claim.

Interviewees brought up integrated care models as a powerful approach to deliver holistic, culturally relevant, and accessible health services.

“Interviewees also brought up integrated care models as a powerful approach to deliver holistic, culturally relevant, and accessible health services.”

May combine two claims.

Our findings revealed additional implementation challenges across urban and non-urban settings, including chronic underfunding and reliance on unstable grant funding; difficulty recruiting and retaining qualified staff; need for Elder involvement and traditional practices; importance of cultural adaptations to local contexts; and value of peer support and community connection.

“Our findings revealed additional implementation challenges across urban and non-urban settings, including: chronic underfunding and reliance on unstable grant funding; difficulty recruiting and retaining qualified staff; need for Elder involvement and traditional practices; importance of cultural adaptations to local contexts; and value of peer support and community connection.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Framing training as a broader workforce development effort with benefits beyond a single program can help achieve buy-in from organizational leadership and enhance skills among community members.

“To achieve buy-in from organizational leadership, one participant suggested framing such training as a broader workforce development effort with benefits beyond a single program, enhancing skills among community members: “it’s capacity building in terms of workforce development. It [training non-clinical providers from the community] frees up the time of people like the physicians and therapists””

May combine two claims.

Participants emphasized the roles of facilitators, peer support specialists, Elders, and traditional healers, highlighting that training specific to the program is essential for engagement.

“Participants emphasized the roles of facilitators, peer support specialists, Elders, and traditional healers, highlighting that training specific to the program is essential for engagement.”

Classified as probably not a substantial claim. May combine two claims.

Participants advocated for leveraging Medicaid and other reimbursement mechanisms, integrating services into existing programs, and addressing administrative challenges of billing.

“Participants advocated for leveraging Medicaid and other reimbursement mechanisms, integrating services into existing programs, and addressing the administrative challenges of billing.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Hybrid models were frequently suggested to balance the strengths of both formats.

“Hybrid models were frequently suggested to balance the strengths of both formats”

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

Discussions underscored the need for policy changes that address funding shortfalls, reduce regulatory barriers, support culturally relevant practices, simplify administrative processes, and expand service roles.

“Discussions underscored the need for policy changes that address funding shortfalls, reduce regulatory barriers, support culturally relevant practices, simplify administrative processes, and expand service roles.”

May combine two claims.

Discussions revealed that virtual implementation offers unparalleled reach and flexibility, but in-person settings are often more effective for engagement, cultural connection, and community-building.

“Overall, discussions revealed that virtual implementation offers unparalleled reach and flexibility, but in-person settings are often more effective for engagement, cultural connection, and community-building.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Some respondents mentioned the need to assess outcomes beyond immediate results, such as abstinence or reduced substance use.

“Some respondents mentioned the need to assess outcomes beyond immediate results, such as abstinence or reduced substance use.”

May combine two claims.

For many organizations, grants are a primary source of initial funding, and partnerships for grant applications can also play a significant role.

“For many organizations, grants are a primary source of this initial funding, and partnerships for grant applications can also play a significant role.”

Classified as probably not a substantial claim.

Respondents agreed that measuring success involves quantitative and qualitative methods, including attendance rates, longitudinal studies, participant feedback, and culturally rooted relational metrics.

“Respondents agreed that measuring success involves quantitative and qualitative methods, including attendance rates, longitudinal studies, participant feedback, and culturally rooted relational metrics.”

Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

Other service providers suggested expanding metrics indicative of effectiveness, such as attendance, because they reflect participants' connection to the programming.

“Other service providers suggested expanding metrics indicative of effectiveness, such as attendance, because they reflect participants’ connection to the programming”

Classified as probably not a substantial claim.

Interviews emphasized the need for partnering with federal and state agencies, including SAMHSA and the Indian Health Service.

“Interviews also emphasized the need for partnering with federal and state agencies. Respondents stressed the importance of collaboration with organizations like SAMHSA and the Indian Health Service.”

Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing).

Workforce development could address staff burnout and time constraints by bringing in new staff.

“Another provider noted that workforce development could address staff burnout and time constraints by bringing in new staff: “I’ll speak for myself, coming from a place of burnout, one more thing to do or one more thing to remember is overwhelming””

Classified as probably not a substantial claim. May combine two claims.

Collaborating with other organizations was seen as a chance to create funding opportunities by pooling resources and expertise, increasing credibility and visibility, accessing established funding networks, submitting joint funding applications, strengthening policy advocacy, and enhancing program design and implementation.

“Collaborating with other organizations was seen as a chance to create opportunities for funding by pooling resources and expertise, increasing credibility and visibility, accessing established funding networks, submitting joint funding applications, strengthening policy advocacy efforts, and enhancing program design and implementation.”

May combine two claims.

Unique urban aspects included the lack of concentrated AI/AN communities, which can lead to isolation and disconnect from cultural practices; limited access to tribal resources, land, and traditional teaching environments; and complex jurisdictional issues when working across multiple tribal affiliations in a single urban area.

“Unique urban aspects included the lack of concentrated AI/AN communities, which can lead to isolation and disconnect from cultural practices; limited access to tribal resources, land, and traditional teaching environments; and complex jurisdictional issues when working across multiple tribal affiliations in a single urban area.”

Classified as probably not a substantial claim.

Participants stressed the need for culturally appropriate evaluation methods.

“Evaluation is critical for understanding success, but participants stressed the need for culturally appropriate methods.”

May combine two claims.

While virtual platforms offer greater accessibility, especially in reaching geographically dispersed populations, they can fall short in fostering the deep relationships and cultural connections that in-person interactions can provide.

“While virtual platforms offer greater accessibility, especially in reaching geographically dispersed populations, they can fall short in fostering the deep relationships and cultural connections that in-person interactions can provide.”

Classified as probably not a substantial claim.

The discussions revealed a nuanced understanding of the benefits and challenges associated with virtual versus in-person program delivery.

“The discussions revealed a nuanced understanding of the benefits and challenges associated with virtual versus in-person program delivery.”

May combine two claims.

The Healing of the Canoe program blended cognitive-behavioral life skills with culturally grounded teachings and significantly reduced substance use and increased cultural identification among Suquamish and Port Gamble S'Klallam youth.

“the Healing of the Canoe program blended cognitive-behavioral life skills with culturally grounded teachings, significantly reducing substance use and increasing cultural identification among Suquamish and Port Gamble S’Klallam youth (Donovan et al., 2015).”

• cites Donovan et al., 2015 sourceNot checked — no full text of the source

Classified as probably not a substantial claim. May combine two claims.

Findings underscore the necessity of tailoring programs to cultural values and the need for systemic policy changes to address funding inequities and regulatory barriers.

“Findings underscore the necessity of tailoring programs to cultural values and emphasize the need for systemic policy changes to address funding inequities and regulatory barriers.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Some acknowledge epistemological differences between these approaches and note limited empirical research examining integrated models.

“Some acknowledge the epistemological differences between these approaches, and note limited empirical research examining integrated models (Gone, 2013).”

• cites Gone, 2013 sourceNot checked — no full text of the source

Probably not a substantial claim: may not pass S2 (checkable).

Addressing these gaps can help stakeholders consider how to enhance the effectiveness and sustainability of substance use prevention initiatives within AIAN communities.

“By addressing these gaps, stakeholders can consider how to enhance the effectiveness and sustainability of substance use prevention initiatives within AIAN communities.”

Probably not a substantial claim: may not pass S2 (checkable).

These perspectives can help inform the implementation of TACUNA in communities across the U.S.

“These perspectives can help inform the implementation of TACUNA in communities across the U.S.”

Probably not a substantial claim: may not pass S2 (checkable).

These insights underscore the importance of carefully designing culturally relevant and adaptable interventions for AI/AN settings.

“These insights underscore the importance of carefully designing culturally relevant and adaptable interventions for AI/AN settings.”

May combine two claims.

This disparity is particularly problematic in states like California, where urban areas house more AI/AN populations than Tribal lands yet receive far fewer resources.

“This disparity is particularly problematic in states like California, where urban areas house more AI/AN populations than Tribal lands yet receive far fewer resources.”

Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

These findings also apply to other behavioral health interventions in AI/AN communities.

“However, these findings also apply to other behavioral health interventions in AI/AN communities.”

May combine two claims.

The emphasis on workforce development addresses immediate program needs and contributes to community resilience by building local capacity.

“The emphasis on workforce development addresses immediate program needs and contributes to community resilience by building local capacity.”

Classified as probably not a substantial claim.

The findings from in-depth interviews with AI/AN service providers and administrators provide insights into the implementation and sustainability of substance use prevention programs tailored for AI/AN emerging adults.

“The findings from our in-depth interviews with AI/AN service providers and administrators provide insights into the implementation and sustainability of substance use prevention programs tailored for AI/AN emerging adults.”

• AssumptionRests on an assumption: The perspectives of the interviewed service providers and administrators are relevant to implementing and sustaining substance use prevention programs for AI/AN emerging adults.

Classified as probably not a substantial claim.

The comments underscore the need for systemic changes to ensure consistent financial support across agencies for culturally relevant interventions.

“These comments underscore the need for systemic changes to ensure consistent financial support across agencies for culturally relevant interventions.”

May combine two claims.

This history has left some communities wary of outside initiatives, making it essential to approach engagement with sensitivity and respect.

“This history has left some communities wary of outside initiatives, making it essential to approach engagement with sensitivity and respect.”

Classified as probably not a substantial claim.

AI/AN perspectives on sustainability must consider cultural continuity and community self-determination alongside program continuation.

“Participants also emphasize that AI/AN perspectives on sustainability must consider cultural continuity and community self-determination alongside program continuation (Brown et al., 2024).”

• cites Brown et al., 2024Not matched

  Couldn’t be matched to a paper in Crossref, so it can’t be checked.

Classified as probably not a substantial claim. May combine two claims.

Integrating culturally relevant practices and lived experiences can better engage target populations and promote holistic healing and resilience within the community.

“By integrating culturally relevant practices and lived experiences, these programs can better engage target populations, ultimately promoting holistic healing and resilience within the community.”

Classified as probably not a substantial claim.

Information generated from this study helps inform the next steps toward implementing TACUNA.

“Information generated from this study also helps inform the next steps toward implementing TACUNA”

• AssumptionRests on an assumption: The perspectives of the interviewed service providers and administrators are relevant to implementing and sustaining substance use prevention programs for AI/AN emerging adults.

Probably not a substantial claim: may not pass S2 (checkable).

This suggests the importance of tracking sustained behavioral changes and broader life improvements over time.

“This suggests the importance of tracking sustained behavioral changes and broader life improvements over time.”

Classified as probably not a substantial claim.

The study partnered with Sacred Path Indigenous Wellness Center and an Elder Advisory Board at all phases of the research process, including before grant funding, offering input on protocols, recruitment, interpretation, implementation, and assessing community reactions.

“We partnered with Sacred Path Indigenous Wellness Center and an Elder Advisory Board at all phases of the research process, including before the grant was funded, offering input on protocols, recruitment strategies, interpretation of study results, implementation, and assessing community reactions.”

Probably not a substantial claim: may not pass S3 (load-bearing).

One researcher developed a codebook that was tested and refined by two researchers.

“One researcher (AP) developed a codebook, which was subsequently tested and refined by two researchers (AP and NM).”

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

The diversity of AI/AN cultures and differing needs of metropolitan and rural communities present challenges in developing universally applicable interventions, requiring further exploration of how to balance cultural specificity with evidence-based practices.

“Furthermore, the diversity of AI/AN cultures and differing needs of metropolitan and rural communities present challenges in developing universally applicable interventions, requiring further exploration of how to balance cultural specificity with evidence-based practices.”

Classified as probably not a substantial claim. May combine two claims.

This approach could leverage the accessibility of virtual platforms while preserving the relational benefits of in-person gatherings.

“This approach could leverage the accessibility of virtual platforms while preserving the relational benefits of in-person gatherings.”

Classified as probably not a substantial claim.

Our results offer practical strategies for sustainability, such as collaborative grant applications and novel billing approaches.

“Our results also offer practical strategies for sustainability, such as collaborative grant applications and novel billing approaches.”

Probably not a substantial claim: may not pass S3 (load-bearing).

In past work, participants described how grant-funded initiatives often create program graveyards when funding ends.

“In some of our past work, participants described how grant-funded initiatives often create program graveyards when funding ends (Brown et al., 2024).”

• cites Brown et al., 2024Not matched

  Couldn’t be matched to a paper in Crossref, so it can’t be checked.

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

These approaches could ensure programs are effective but also meaningful and impactful for the communities they serve.

“These approaches could ensure programs are effective but also meaningful and impactful for the communities they serve.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Saturation was assessed after data collection based on thematic spread across transcripts and was reached with the first two thirds of the interviews.

“Saturation was assessed after we had completed the data collection, based on thematic spread across transcripts, and was reached with the first two thirds of the interviews.”

Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

There is potential for self-selection bias within the sample; those who chose to participate may differ significantly from those who declined or did not respond to outreach efforts.

“Finally, it is important to consider the potential for self-selection bias within our sample. Those who chose to participate may differ significantly from those who declined or did not respond to our outreach efforts.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

The study attempted to address interviewer inconsistency through comprehensive training and feedback sessions, team-based training, regular meetings during the interviewing phase, and auditing audio recordings to ensure consistency in interviewing techniques and rapport building.

“We attempted to address this concern through comprehensive training and feedback sessions for the interviewers. We implemented team-based training, conducted regular meetings during the interviewing phase, and audited audio recordings to ensure consistency in our interviewing techniques and in building rapport with participants.”

Classified as probably not a substantial claim.

Using a concrete, well-developed intervention as the discussion anchor allowed participants to provide detailed, actionable feedback rather than speaking in abstractions about culturally-grounded programs generally.

“Using a concrete, well-developed intervention as the discussion anchor allowed participants to provide detailed, actionable feedback rather than speaking in abstractions about “culturally-grounded programs” generally.”

• AssumptionRests on an assumption: TACUNA is a well-developed intervention suitable for use as a concrete discussion anchor.

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Although participants represented a diverse range of locations across the U.S., including both rural and metropolitan environments, findings may not be broadly applicable, and experiences shared may not reflect those of participants in regions or clinical contexts that did not end up in the sample of interviewees.

“Although participants represented a diverse range of locations across the U.S., including both rural and metropolitan environments, findings may not be broadly applicable, and experiences shared may not reflect those of participants in regions or clinical contexts that did not end up in our sample of interviewees.”

Probably not a substantial claim: may not pass S3 (load-bearing).

Programs like N CREW can play a critical role in building and strengthening equitable partnerships with Tribes and Native American Serving Organizations to increase capacity and support Tribes to conduct locally prioritized research.

“This highlights the critical role that programs like the Native Collective Research Effort to Enhance Wellness (N CREW) can have, which focuses on building and strengthening equitable partnerships with Tribes and Native American Serving Organizations to increase capacity and support Tribes to conduct locally prioritized research.”

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

This study used TACUNA as a specific case for discussion; however, our findings have implications that extend well beyond this particular program.

“This study used TACUNA as a specific case for discussion; however, our findings have implications that extend well beyond this particular program.”

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Although technology-based interventions have shown potential for engaging younger populations, issues such as limited digital access and privacy concerns must be addressed to ensure equitable implementation.

“Although technology-based interventions have shown potential for engaging younger populations, issues such as limited digital access and privacy concerns must be addressed to ensure equitable implementation.”

Probably not a substantial claim: may not pass S3 (load-bearing).

As a qualitative investigation, the study engaged a relatively small number of participants.

“Firstly, as a qualitative investigation, our study engaged a relatively small number of participants.”

Probably not a substantial claim: may not pass S2 (checkable).

Our findings underscore the critical importance of culturally grounded, community-engaged approaches to substance use prevention among AI/AN populations.

“Our findings underscore the critical importance of culturally grounded, community-engaged approaches to substance use prevention among AI/AN populations.”

Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

These advancements are needed throughout the U.S., given the strong potential of these billing changes to meet the unique needs of AI/AN populations, where cultural identity and community ties are paramount.

“These advancements are needed throughout the U.S., given the strong potential of these billing changes to meet the unique needs of AI/AN populations, where cultural identity and community ties are paramount (Gone et al., 2020).”

• cites Gone et al., 2020 sourceNot checked — no full text of the source

Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

These insights contribute to the existing literature and provide actionable recommendations for practitioners and policymakers seeking to improve substance use prevention efforts in AI/AN populations.

“These insights contribute to the existing literature and provide actionable recommendations for practitioners and policymakers seeking to improve substance use prevention efforts in AI/AN populations.”

Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

This is noteworthy because it reflects the interconnectedness of physical, mental, and cultural health.

“This is noteworthy because it reflects the interconnectedness of physical, mental, and cultural health.”

Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

The recognition that integrated care can foster community engagement and enhance delivery of culturally relevant services in metropolitan and rural areas underscores a promising direction for health care that aligns with AI/AN values and practices.

“The recognition that integrated care can foster community engagement and enhance delivery of culturally relevant services in metropolitan and rural areas underscores a promising direction for health care that aligns with AI/AN values and practices.”

Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

Having multiple interviewers could lead to inconsistencies in the way questions were framed and conversations proceeded.

“Secondly, having multiple interviewers could lead to inconsistencies in the way questions were framed and conversations proceeded”

Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

Such advancements are critical and signal a broader acceptance of diverse healing modalities within mainstream health care systems.

“Such advancements are critical and signal a broader acceptance of diverse healing modalities within mainstream health care systems.”

Probably not a substantial claim: may not pass S2 (checkable).

The vulnerability of Medicaid-dependent programs underscores the importance of policy advocacy alongside program implementation efforts.

“The vulnerability of Medicaid-dependent programs underscores the importance of policy advocacy alongside program implementation efforts.”

May combine two claims.

The strong support for integrated care models as a factor in successful implementation was unexpected, but not surprising given the historical fragmentation of health services in many communities and systems.

“The strong support for integrated care models as a factor in successful implementation was unexpected, but not surprising given the historical fragmentation of health services in many communities and systems (Duan-Porter et al., 2020).”

• cites Duan-Porter et al., 2020Not matched

  Couldn’t be matched to a paper in Crossref, so it can’t be checked.

Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

Traditionally, health care has often operated in silos, with medical, behavioral, and cultural services delivered separately, which can lead to gaps in care and a lack of holistic support for individuals with complex health needs.

“Traditionally, health care has often operated in silos, with medical, behavioral, and cultural services delivered separately, which can lead to gaps in care and a lack of holistic support for individuals with complex health needs (McCullough et al., 2020).”

• cites McCullough et al., 2020 sourceNot checked — no full text of the source