Culturally tailored substance use interventions for Indigenous people of North America: a systematic review
Open accessAbstract
Purpose: The purpose of the current study is to conduct a systematic review of peer-reviewed work on culturally tailored interventions for alcohol and drug use in Indigenous adults in North America. Substance use has been reported as a health concern for many Indigenous communities. Indigenous groups experienced the highest drug overdose death rates in 2015, the largest percentage increase in the number of deaths over time from 1999 to 2015 compared to any other racial group. However, few Indigenous individuals report participating in treatment for alcohol or drug use, which may reflect the limited engagement that Indigenous groups have with treatment options that are accessible, effective and culturally integrative. Design/methodology/approach: Electronic searches were conducted from 2000 to April 21, 2021, using PsycINFO, Cumulative Index to Nursing and Allied Health Literature, MEDLINE and PubMed. Two reviewers classified abstracts for study inclusion, resulting in 18 studies. Findings: Most studies were conducted in the USA (89%). Interventions were largely implemented in Tribal/rural settings (61%), with a minority implemented in both Tribal and urban contexts (11%). Study samples ranged from 4 to 742 clients. Interventions were most often conducted in residential treatment settings (39%). Only one (6%) intervention focused on opioid use among Indigenous people. Most interventions addressed the use of both drugs and alcohol (72%), with only three (17%) interventions specifically intended to reduce alcohol use. Originality/value: The results of this research lend insight into the characteristics of culturally integrative treatment options for Indigenous groups and highlight the need for increased investment in research related to culturally tailored treatment across the diverse landscape of Indigenous populations.
AI snapshot
Written from the paper’s full text.
TL;DR
This systematic review identified 18 peer-reviewed culturally tailored substance use interventions for Indigenous adults in North America, mostly in the USA and in tribal/rural settings. It highlights gaps in urban and Canadian coverage, limited opioid-specific programming, and a need for more mixed-methods and holistic outcome evaluation.
Key findings
- Of 18 included studies, 16 (88.89%) were in the USA and 2 (11.11%) in Canada; 11 (61.11%) took place in strictly rural/tribal settings, 5 (27.78%) strictly urban, and 2 (11.11%) both.
- Sample sizes ranged from 4 to 742, with an average of approximately 213 participants; 13 (72.22%) interventions served male and female participants, 4 (22.22%) served women exclusively, and 1 (5.55%) served only male participants.
- Interventions were most often conducted in residential treatment settings (7; 38.89%); 13 (72.22%) addressed both drugs and alcohol, 3 (16.67%) targeted alcohol only, and only 1 (5.55%) specifically addressed opioid use.
- Quality appraisal rated 7 studies (38.89%) as low bias, 6 (33.33%) as adequate bias, 2 (11.11%) as moderate bias, and 2 (11.11%) as serious bias; 1 study could not be assessed. Most interventions (83.33%) adhered to Community-Based Participatory Research principles, and 11 (61.11%) integrated cultural practices such as drum circles, sweat lodges, ceremony, or traditional skills.
Methods
- PRISMA-guided systematic review with electronic searches in PsycINFO, CINAHL, MEDLINE, and PubMed on April 19, 2021, limited to peer-reviewed English articles published January 1, 2000 to April 19, 2021.
- Inclusion criteria covered culturally tailored substance misuse treatment, prevention, or intervention studies for adults aged 18 and older self-identifying as American Indian, Alaska Native, Indigenous, Native Hawaiian, or Native American in the USA or Canada; pharmacologic-only and non-culturally tailored studies were excluded.
- Two reviewers independently screened and extracted data using Covidence, resolved conflicts by consensus, and appraised study quality with the Mixed Methods Appraisal Tool; from 1,040 records, 18 studies met inclusion criteria.
Limitations
- The paper states that including only peer-reviewed studies omitted community-driven and Indigenous-led interventions without a documented study component, which may reinforce Western academic over Indigenous community knowledge systems, and that the review focused on North American rather than global Indigenous populations.
- The text also makes evident that the evidence base is small and geographically skewed, with most studies in the USA and few in Canada or urban settings; most studies used nonrandomized designs, few were opioid- or alcohol-specific, and one mixed-methods study could not be quality assessed because it lacked a clearly defined research question.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
19 of 66 cited sources checked · 11 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Culturally tailored treatment regimens based in Indigenous systems of knowledge show promising evidence related to improved SUD outcomes.
“culturally tailored treatment regimens based in Indigenous systems of knowledge show promising evidence related to improved SUD outcomes (Brave Heart et al., 2011; Hartmann et al., 2019).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Brave Heart et al., 2011 source
- cites Hartmann et al., 2019 source
In “Promoting Resilience” (page unavailable), the paper says programs incorporating American Indian cultural forms have improved community health outcomes. In “HT as a Life Stressor” (page unavailable), it describes culturally informed programs intended to prevent substance use. Neither passage provides evidence that culturally tailored treatment improves outcomes for people with substance use disorders, as the citing sentence claims. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingown data
Of the nine nonrandomized studies, two (22.22%) were rated a bias rating of 2 (serious bias).
“Finally, two studies (22.22%) were rated a bias rating of 2 (serious bias).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Hanson and Pourier, 2015 source
The Methods and Results (section 3.2; page unavailable) describe an intervention with self-selected participants and follow-up, supporting its identification as a nonrandomized study. The paper does not report a serious-bias rating of 2 or assess nine studies, so it cannot substantiate those parts of the citing sentence. (LLM, conf=0.77)
Experimental — accuracy not yet measured - cites van der Woerd et al., 2010 source
- Findingown data
In total, two studies (11.11%) were rated a bias rating of 2 (serious bias).
“two studies (11.11%) were rated a bias rating of 2 (serious bias) (Hanson and Pourier, 2015; van der Woerd et al., 2010).”
Quote in the paperNot a substantial claim1 of 2 sources checked - Premisecitation
The development of policy and programming for SUD that disproportionately services white populations has caused disparities in effective treatment protocols for nonwhite opioid users.
“The development of policy and programming for SUD that disproportionately services white populations (Hansen and Netherland, 2016) has caused disparities in effective treatment protocols for nonwhite opioid users”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hansen and Netherland, 2016 source
- Premisecitation
Only one in four urban Indigenous people live within an Indian Health Services service area.
“Statistics show that only one in four urban Indigenous people live within an Indian Health Services service area (Roubideaux, 2008; Whitesell et al., 2012)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Roubideaux, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Whitesell et al., 2012 source
The Service Systems section says most Indian Health Service facilities are on tribal lands, leaving urban and suburban American Indians and Alaska Natives with little access. It does not give the claimed one-in-four figure or state what proportion live within an IHS service area; searches for that figure and service-area residence found no such passage in our copy. Page numbers were not available. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- Premisecitation
Indigenous groups across the globe have experienced the impacts of colonization, historical trauma and racism.
“Indigenous groups across the globe have experienced the impacts of colonization, historical trauma and racism (for example, in Guatemala and New Zealand, see Beristain et al., 2000; Pihama et al., 2014)”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Beristain et al., 2000
- cites Pihama et al., 2014 source
- Premisecitation
Past studies have suggested that SUD treatment is most effective when it is specialized around specific substances, especially across alcohol and drug use programs.
“However, past studies have suggested that SUD treatment is most effective when it is specialized around specific substances, especially across alcohol and drug use programs (Andersson et al., 2021).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Andersson et al., 2021 source
The Introduction (page unavailable) says research suggests it is therapeutically relevant to distinguish alcohol use disorders from drug use disorders, and discusses possible differences in treatment goals. It does not say substance-specific programs are most effective or compare their effectiveness with programs treating both groups; the Introduction says most specialized units treat both. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingcitation
Of the nine nonrandomized studies, three (33.33%) were rated a bias rating of 5 (low bias).
“Of the nine nonrandomized studies, three (33.33%) were rated a bias rating of 5 (low bias) (Ray et al., 2020; Running Bear et al., 2017; Tonigan et al., 2020).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Ray et al., 2020 source
- cites Running Bear et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Tonigan et al., 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The ethics of treatment distribution complicate the use of RCTs in Indigenous communities who have been excessively and inappropriately researched.
“the ethics of treatment distribution complicate its use in Indigenous communities who have been excessively and inappropriately researched (Bessarab and Ng’andu, 2010).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Bessarab and Ng’andu, 2010 source
The Introduction (page not provided) says Indigenous people have been over-researched, with little attention to culturally safe engagement. It does not address RCTs or whether the ethics of distributing treatment complicate their use in Indigenous communities. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Findingown data
Five (27.78%) interventions took place strictly in urban contexts.
“Fewer (n = 5; 27.78%) took place strictly in urban contexts”
Quote in the paperSubstantial claim - Findingown data
Five (22.22%) articles measured mental health outcomes such as depression, anxiety and self-esteem.
“Fewer articles (n = 5; 22.22%) measured mental health outcomes such as depression, anxiety and self-esteem”
Quote in the paperNot a substantial claim - Findingown data
Eight (44.44%) interventions were located in the West region of the USA.
“Eight (44.44%) interventions were located in the West region of the USA”
Quote in the paperNot a substantial claim - Findingown data
Three (16.67%) interventions were intended to specifically reduce only alcohol use.
“with three (16.67%) interventions intended to specifically reduce only alcohol use”
Quote in the paperNot a substantial claim - Findingown data
Most interventions (n = 13; 72.22%) addressed the use of drugs and alcohol.
“Most interventions (n = 13; 72.22%) addressed the use of drugs and alcohol”
Quote in the paperNot a substantial claim - Findingown data
Two (11.11%) interventions took place in both urban and rural contexts.
“two (11.11%) interventions took place in both urban and rural contexts”
Quote in the paperNot a substantial claim - Findingown data
Two studies (11.11%) adapted Alcoholics Anonymous/Twelve Steps frameworks for Indigenous populations.
“two studies (11.11%) adapted Alcoholics Anonymous/Twelve Steps frameworks for Indigenous populations”
Quote in the paperNot a substantial claim - Findingown data
Nonrandomized experimental studies (n = 9; 52.94%) were the most common study design.
“Nonrandomized experimental studies (n = 9; 52.94%) were the most common study designs represented in this systematic review.”
Quote in the paperNot a substantial claim - Findingown data
One study (5.55%) used contingency management techniques.
“one study (5.55%) used contingency management techniques in their interventions”
Quote in the paperNot a substantial claim - Findingown data
The systematic review identified 18 studies published from January 1, 2000, through April 19, 2021, that met inclusion criteria.
“We identified a total of 18 studies published from January 1, 2000, through April 19, 2021, that fit the exclusion criteria, from which we extracted data.”
Quote in the paperSubstantial claim - Findingown data
Two (11.11%) of the 18 interventions were located in Canada.
“Two (11.11%) of the 18 interventions were located in Canada.”
Quote in the paperNot a substantial claim - Findingcitation
Eleven (61.11%) interventions integrated cultural practices such as drum circles, sweat lodges, ceremony and developing traditional skills.
“Eleven (61.11%) of the interventions integrated cultural practices into the interventions, which included drum circles, sweat lodges, ceremony and developing traditional skills”
Quote in the paperNot a substantial claim - Findingcitation
All but three (83.33%) interventions adhered to CBPR principles to design the treatment.
“all but three (83.33%) adhered to the principles of Community-Based Participatory Research (CBPR) to design the treatment”
Quote in the paperNot a substantial claim - Findingown data
Only one intervention (5.55%) was specifically tailored to address opioid use among Indigenous people.
“Only one intervention (5.55%) was specifically tailored to address opioid use among Indigenous people”
Quote in the paperNot a substantial claim - Findingown data
Of the 18 peer-reviewed interventions, 16 (88.89%) were located in the USA.
“Of the 18 peer-reviewed interventions, the vast majority were located in the USA (n = 16; 88.89%).”
Quote in the paperNot a substantial claim - Findingown data
Interventions were most often conducted in residential treatment settings (n = 7; 38.89%).
“Interventions were most often conducted in residential treatment settings (n = 7; 38.89%)”
Quote in the paperNot a substantial claim - Findingown data
All but one intervention that included urban contexts (n = 6) were located in the West in the USA.
“Notably, all but one intervention that included urban contexts (n = 6) were located in the West in the USA”
Quote in the paperNot a substantial claim - Findingown data
Of the 16 US interventions, only two (11.11%) were located on the Eastern side of the country, specifically in the Midwest.
“This means that of the 16 total interventions throughout the USA, only two (11.11%) were located on the Eastern side of the country – specifically in the Midwest”
Quote in the paperNot a substantial claim - Findingown data
The majority (n = 13; 72.22%) of interventions serviced male and female participants.
“Though the majority (n = 13; 72.22%) of interventions serviced male and female participants”
Quote in the paperNot a substantial claim - Findingown data
Three (16.67%) interventions were located in Alaska.
“three (16.67%) were located in the Alaska”
Quote in the paperNot a substantial claim - Findingcitation
One (5.55%) intervention serviced only male participants.
“one (5.55%) serviced only male participants”
Quote in the paperNot a substantial claim - Findingown data
Four (22.22%) interventions served women exclusively.
“a few (n = 4; 22.22%) served women exclusively”
Quote in the paperNot a substantial claim - Findingown data
Seven (38.89%) of the 18 studies measured spiritual or cultural outcomes.
“Seven (38.89%) of the 18 studies measured spiritual or cultural outcomes of interventions”
Quote in the paperNot a substantial claim - Findingnone given
All 18 interventions were culturally tailored to Indigenous populations.
“Though all 18 interventions were culturally tailored to Indigenous populations”
Quote in the paperSubstantial claim - Findingown data
Two studies (11.11%) applied cognitive behavioral therapies or motivational interviewing.
“Two studies (11.11%) applied cognitive behavioral therapies or motivational interviewing within their interventions”
Quote in the paperNot a substantial claim - Findingown data
Only one study (5.55%) included youth in addition to adults.
“only one study (5.55%) included youth (i.e. individuals under the age of 18) in addition to adults”
Quote in the paperNot a substantial claim - Findingown data
The majority (n = 11; 61.11%) of interventions took place in strictly rural or tribal settings.
“The majority (n = 11; 61.11%) of the interventions took place in strictly rural or tribal settings”
Quote in the paperSubstantial claim - Findingown data
Three (16.67%) interventions were located in the Southwest.
“three (16.67%) were located in the Southwest”
Quote in the paperNot a substantial claim - Findingown data
All but four (77.78%) of the studies explicitly reported substance use outcomes.
“all but four (77.78%) of the studies explicitly reported substance use outcomes”
Quote in the paperNot a substantial claim - Findingown data
The interventions assessed in these studies contained a variety of elements meant to connect individuals with SUD to their culture, including drum circles, sweat lodges, ceremony and developing traditional skills.
“The interventions assessed in these studies contained a variety of elements meant to connect individuals with SUD to their culture, including drum circles, sweat lodges, ceremony and developing traditional skills.”
Quote in the paperNot a substantial claim - Findingown data
The qualitative studies were largely rated low or adequate bias.
“The qualitative studies were largely rated low or adequate bias.”
Quote in the paperNot a substantial claim - Findingnone given
Most treatment sites were in tribal or rural areas.
“In addition, most treatment sites were in tribal or rural areas”
Quote in the paperSubstantial claim - Findingcitation
Of the nine nonrandomized studies, three (33.33%) were rated a bias rating of 4 (adequate bias).
“Three (33.33%) were rated a bias rating of 4 (adequate bias) (Kelley et al., 2017, 2018; Wright et al., 2011).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Kelley et al., 2017, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wright et al., 2011 source
- Findingcitation
Of the nine nonrandomized studies, one (11.11%) had a bias rating of 3 (moderate bias).
“One study (11.11%) had a bias rating of 3 (moderate bias) (Kanate et al., 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kanate et al., 2015
- Findingown data
Overall, the RCT studies included had low bias ratings based on the MMAT quality appraisal.
“Overall, the RCT studies included had low bias ratings based on the MMAT quality appraisal.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites MMAT
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
The majority of the outcomes measured in these studies are related to substance use.
“Further, the majority of the outcomes measured in these studies are related to substance use.”
Quote in the paperSubstantial claim - Findingown data
This review highlighted that few interventions were specific to either alcohol or opioid use.
“Second, this review highlighted that few interventions were specific to either alcohol or opioid use.”
Quote in the paperSubstantial claim - Findingnone given
Integration of cultural considerations occurred through meetings with tribal elders or formal boards and councils made up of tribal representatives.
“Integration of cultural considerations occurred through meetings with tribal elders or formal boards and councils made up of tribal representatives.”
Quote in the paperNot a substantial claim - Findingown data
The vast majority (83.33%) of studies identified in this review adhered to the principles of CBPR.
“The vast majority (83.33%) of studies identified in this review adhered to the principles of CBPR”
Quote in the paperSubstantial claim - Findingown data
Our literature search identified 18 studies of culturally tailored treatment for Indigenous groups that varied in their implementation, serviced population, geographic location and delivery of services.
“Our literature search identified 18 studies of culturally tailored treatment for Indigenous groups that varied in their implementation, serviced population, geographic location and delivery of services.”
Quote in the paperSubstantial claim - Findingown data
Most studies used nonrandomized designs.
“Most studies used nonrandomized designs”
Quote in the paperSubstantial claim - Findingnone given
This work only included peer-reviewed studies on culturally tailored treatment programs.
“First and foremost, this work only included peer-reviewed studies on culturally tailored treatment programs.”
Quote in the paperSubstantial claim - Premisecitation
Many Indigenous adults live in urban settings across the USA and Canada.
“Given that many Indigenous adults live in urban settings across the USA (Yuan et al., 2014) and Canada (Government of Canada, S. C., 2019)”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Yuan et al., 2014 source
- cites Government of Canada, S. C., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Urban Indigenous populations are underserved relative to their counterparts located on reservations, villages or in surrounding rural areas.
“it appears that urban Indigenous populations are underserved relative to their counterparts located on reservations, villages or in surrounding rural areas.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Yuan et al., 2014 source
- cites Government of Canada, S. C., 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The prevalence of Indigenous SUD stems in large part from intergenerational experiences of colonialism, namely historical trauma.
“The prevalence of Indigenous SUD stems in large part from the intergenerational experiences of colonialism, namely, though historical trauma.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Nonwhite opioid users benefit most from treatment that is community-centered and culturally responsive.
“who benefit most from treatment that is community-centered and culturally responsive (Lau, 2006).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lau, 2006 source
- Premisecitation
Approximately 71% of Indigenous people live in urban areas in the USA.
“most (approximately 71%) Indigenous people live in urban areas in the USA (Yuan et al., 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Yuan et al., 2014 source
- Premisecitation
Cultural tailoring of treatment leads to sustainable and long-lasting improvements in behavioral health.
“and leads to sustainable and long-lasting improvements in behavioral health (Lau, 2006)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lau, 2006 source
- Premisecitation
Individuals who belong to racial and ethnic groups that have been minoritized have experienced increasing rates of SUD and death.
“Because individuals who belong to racial and ethnic groups that have been minoritized have experienced increasing rates of SUD and death (for example, see Amiri et al., 2022)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Amiri et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The findings of this research have applications to Indigenous populations more generally.
“Ultimately, while this work focused on the characteristics of culturally tailored treatment in the USA and Canada, the findings of this research have applications to Indigenous populations more generally.”
Quote in the paperNot a substantial claim - Premisecitation
Increased cultural specificity may lead to better health and wellness outcomes.
“which may lead to better health and wellness outcomes (Wright et al., 2011)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wright et al., 2011 source
- Premisecitation
These experiences (colonization, historical trauma, racism) largely set the context for substance use.
“and these experiences largely set the context for substance use (Brave Heart, 2003).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Brave Heart, 2003 source
- Premisecitation
Increased cultural specificity may lead to increased trust between practitioners and community members.
“and increased trust between practitioners and community members (West et al., 2022).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites West et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
Integration with the surrounding community is critical to the success of treatment.
“This level of integration with the surrounding community is critical to the success of treatment”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Wright et al., 2011 source
- cites West et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Cultural tailoring of treatment has been found to increase treatment engagement and retention across different minority populations.
“Because cultural tailoring of treatment has been found to increase treatment engagement and retention across different minority populations (Hall, 2001)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hall, 2001
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
Increasing access to programs that specialize in the treatment of specific substances may improve the outcomes.
“As such, increasing access to programs that specialize in the treatment of specific substances may improve the outcomes.”
Quote in the paperSubstantial claim - Interpretationreasoning
There are glaring gaps in Canadian territories that have large Indigenous populations.
“Similar to the USA, there are glaring gaps in territories that have large Indigenous populations.”
Quote in the paperNot a substantial claim- Rests on an assumption: Canada has territories with large Indigenous populations.
- Interpretationreasoning
The use of nonrandomized designs creates some concern about effectively isolating treatment effects.
“creating some concern about effectively isolating treatment effects.”
Quote in the paperSubstantial claim - Study design and conductnone given
The coauthors did not exclude any articles because of high bias.
“In consideration of the quality appraisal of the studies, the coauthors did not exclude any articles because of high bias.”
Quote in the paperSubstantial claim - Interpretationreasoning
The distribution of US interventions is notably skewed given the large presence of Indigenous groups on the East Coast.
“Given the large presence that Indigenous groups have on the East Coast, this distribution is notably skewed.”
Quote in the paperNot a substantial claim- Rests on an assumption: Indigenous groups have a large presence on the East Coast.
- Interpretationreasoning
Community-driven and Indigenous-led interventions that did not have a documented study component or assessed results were omitted.
“This meant that community-driven and Indigenous-led interventions that did not have a documented study component or assessed results were omitted.”
Quote in the paperSubstantial claim - Premisecitation
Systematic factors (e.g. poor funding) act to limit resources for research and treatment for Indigenous populations globally.
“In light of the benefits these programs produce, systematic factors (e.g. poor funding) act to limit resources for research and treatment for Indigenous populations globally (Valeggia and Snodgrass, 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Valeggia and Snodgrass, 2015 source
- Classified as probably not a substantial claim. 55
- May combine two claims. 26
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHealth systems that service Indigenous groups can be poorly resourced.
“health systems that service Indigenous groups can be poorly resourced (Kruse et al., 2022)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kruse et al., 2022 source
The indexed copy contains an abstract mentioning inadequate funding and limited human resources, but no usable full-text passage; the page states that the full text is not currently available. Because the abstract is not admissible evidence under this audit’s rules, the claim cannot be verified from our copy. (LLM, conf=0.72)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn total, seven studies (38.89%) were rated a bias rating of 5.
“In total, seven studies (38.89%) were rated a bias rating of 5 (Burduli et al., 2018; Dickerson et al., 2012; Edwards, 2003; Pearson et al., 2019; Ray et al., 2020; Running Bear et al., 2017; Tonigan et al., 2020)”
Quote in the paperNot a substantial claim2 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn total, six studies (33.33%) were rated a bias rating of 4.
“six studies (33.33%) were rated a bias rating of 4 (Gone and Calf Looking, 2015; Kelley et al., 2017, 2018; Venner et al., 2021; Wright et al., 2011)”
Quote in the paperNot a substantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenOne article was a feasibility study (Hanson and Pourier, 2015) and one is a program evaluation (Wright et al., 2011).
“It may be important to note that one article was a feasibility study (Hanson and Pourier, 2015) and one is a program evaluation (Wright et al., 2011), as these types of study designs are less appropriate for this particular quality assessment.”
Quote in the paperNot a substantial claim1 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe systematic review was guided by PRISMA and included creating a protocol that defined rationale, objectives, inclusion/exclusion criteria, search methods, study selection, and data collection and extraction guidelines.
“This systematic review was guided by core tenets of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (Page et al., 2021), which included creating a protocol that defined the rationale and objectives, inclusion and exclusion criteria, search methods and study selection and data collection and extraction guidelines.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Page et al., 2021 source
The Abstract describes PRISMA as guidance for transparently reporting why a review was done and how studies were identified and selected, so it supports using PRISMA to guide reporting. But the Scope of the guideline section says PRISMA 2020 is not intended to guide review conduct or protocol reporting; it points to the separate PRISMA-P statement for protocols. It therefore does not support attributing creation of the described protocol to PRISMA 2020. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the three qualitative studies, two (66.67%) were rated a bias rating of 5.
“Of the three qualitative studies, two (66.67%) were rated a bias rating of 5 (Dickerson et al., 2012; Edwards, 2003)”
Quote in the paperNot a substantial claim1 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOf the four RCT studies, one (25%) was given a bias rating of 4.
“one (25%) was given a bias rating of 4 (Venner et al., 2021)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Venner et al., 2021 source
The Design section (page unavailable) confirms that Venner et al. conducted a randomized controlled trial, so the citation identifies an RCT. The paper does not report a bias rating of 4 or establish the citing document’s four-study denominator; searches for a bias rating and quality-assessment score found no such passage. (LLM, conf=0.83)
Experimental — accuracy not yet measured
Classified as probably not a substantial claim. May combine two claims.
Study design and conductcitationBoth authors independently reviewed and assigned quality scores using the Mixed Methods Appraisal Tool (MMAT).
“Both authors independently reviewed and assigned quality scores to each of the articles using the Mixed Methods Appraisal Tool (MMAT) (Hong et al., 2018).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hong et al., 2018 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPast research has called for tribal sovereignty in the development of effective substance abuse treatment to effectively imbue cultural perspectives and themes to best serve their own communities.
“Past research has called for tribal sovereignty in the development of effective substance abuse treatment to effectively imbue cultural perspectives and themes to best serve their own communities (Richer and Roddy, 2022).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Richer and Roddy, 2022 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataRCTs were the next most common study type (n = 4; 22.22%).
“RCTs were the next most common type (n = 4; 22.22%) of study design”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe sample size of the studies ranged from 4 to 742, with an average of approximately 213 participants.
“The sample size of the studies ranged from 4 to 742, with the average number of participants being approximately 213 individuals.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNo intervention was gender-specific or serviced two-spirit or nonbinary populations.
“There was no indication that any intervention was gender-specific or serviced two-spirit or nonbinary populations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThree (16.67%) articles used strictly qualitative methods.
“Finally, three (16.67%) articles used strictly qualitative methods”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo studies (11.11%) were conducted in intensive outpatient settings.
“Two studies (11.11%) were conducted in intensive outpatient settings”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo (11.11%) articles used mixed methods designs combining quantitative outcome measurement with focus groups and ethnography.
“The two (11.11%) articles that used mixed methods study designs combined quantitative outcome measurement with focus groups (Naquin et al., 2006) and ethnography (Saylors, 2003).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataOf the two Canadian interventions, one was located in British Columbia and one in Ontario.
“Of the two interventions, one was located in the province of British Columbia (van der Woerd et al., 2010) and one was located in Ontario (Kanate et al., 2015).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataThree of five contacted researchers responded, yielding two additional studies.
“Three of the five researchers responded, which yielded two additional studies.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe studies primarily measured outcomes related to substance use but rarely reported effects on spiritual dimensions of health despite the nature of the interventions.
“The studies presented primarily measured outcomes related to substance use, but rarely reported effects on spiritual dimensions of health despite the nature of the interventions.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataExperimental studies without randomized treatment were the most common mode of intervention dissemination, followed by RCTs.
“In sum, experimental studies without randomized treatment were the most common mode of intervention dissemination, followed by RCTs.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAll studies identified were in North America, involved individuals above the age of 18 and were culturally tailored.
“All studies identified were in North America, involved individuals above the age of 18 and were culturally tailored.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe results illustrate that the majority of these programs were located in the American Southwest, with only two located across all of Canada.
“Further, the results illustrate that the majority of these programs were located in the American Southwest, with only two located across all of Canada.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataDuring abstract review, 534 papers were excluded, leaving 106 full-text articles for review.
“During the abstract review, we excluded 534 papers that lacked clear relevance to the inclusion and exclusion criteria, leaving 106 full-text articles for review.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the three qualitative studies, one (33.33%) received a bias rating of 4.
“one (33.33%) received a bias rating of 4 (Gone and Calf Looking, 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gone and Calf Looking, 2015 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataTwo articles were added from hand search and expert review, bringing the total full-text review articles to 108.
“We added two articles from the hand search and expert review, which brought the total full-text review articles to 108.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningOne study (Saylors, 2003) could not be assessed for quality because it lacked a clear research question.
“One study (Saylors, 2003) could not be assessed for quality because it lacked a clear research question.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Saylors, 2003 source
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOf the two mixed methods articles, one received a bias rating of 4.
“Of the two mixed methods articles, one received a bias rating of 4 (Naquin et al., 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Naquin et al., 2006
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).
FindingreasoningOne mixed methods study (Saylors, 2003) could not be assessed because a research question was not clearly defined.
“We could not assess one mixed methods study because a research question was not clearly defined (Saylors, 2003).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Saylors, 2003 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataA total of 1,040 records were yielded from the PsycINFO, CINAHL, MEDLINE and PubMed databases.
“A total of 1,040 records were yielded from the PsycINFO, CINAHL, MEDLINE and PubMed databases.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningA large proportion of interventions followed CBPR considerations, and many consulted with tribal elders, Indigenous community boards or relevant authorities.
“A large proportion of these interventions followed the considerations of CBPR, and many consulted with tribal elders, Indigenous community boards or relevant authorities to inform best practices in implementation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenThese studies not only reported quantitative findings, but contextualized findings qualitatively.
“These studies not only reported quantitative findings, but contextualized findings qualitatively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataReviewing references of relevant articles did not yield any additional studies.
“Coauthors also reviewed references of relevant articles, but this did not yield any additional studies.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataIn total, two studies (11.11%) were rated a bias rating of 3 (moderate bias).
“two studies (11.11%) were rated a bias rating of 3 (moderate bias) (Gray et al., 2010; Kanate et al., 2015)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Gray et al., 2010 source
- cites Kanate et al., 2015
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationOf the four RCT studies, one (25%) received a bias rating of 3.
“one (25%) was received a bias rating of 3 (Gray et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gray et al., 2010 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataAfter removing 393 duplicates, 640 records were screened for relevance using titles and abstracts.
“Once we removed 393 duplicates, we screened the remaining 640 records for relevance using their titles and abstracts.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataExclusion reasons were: 55 had no intervention, 25 focused only on youth, four had wrong outcomes, three were not culturally tailored, two did not include an Indigenous population, and one was outside the USA or Canada.
“Article exclusion reasons are as follows: 55 had no intervention, 25 focused only a youth population, four had wrong outcomes, three were not culturally tailored, two did not include an Indigenous population and one study was outside of the USA or Canada which was out of the scope of this study.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNonrandomized studies displayed the most variability in terms of bias, with quality ratings ranging from 2 (serious) to 5 (low).
“Nonrandomized studies displayed the most variability in terms of bias, with quality ratings ranging from 2 (serious) to 5 (low).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere were 1,033 merged studies when accounting for multiple data sets coming from the same study.
“There were 1,033 merged studies when accounting for multiple data sets coming from the same study.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataMost interventions serviced both drug and alcohol use disorders, with a few specific to either alcohol or opioid use.
“In sum, most interventions serviced both drug and alcohol use disorders, with a few specific to either alcohol or opioid use.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataUpon full-text review of 108 articles, 90 studies were excluded that did not meet inclusion and exclusion criteria.
“Upon close full-text review of 108 articles, we excluded 90 studies that did not meet the inclusion and exclusion criteria.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationThe locations of the two Canadian interventions are in areas of Canada with the highest overdose fatalities.
“The locations of these interventions take place in areas of Canada with the highest overdose fatalities (Government of Canada, 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Government of Canada, 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingnone givenThe majority of the studies contained in this review were quantitative in nature, and few used qualitative data or mixed methods.
“Further, the majority of the studies contained in this review were quantitative in nature, and few used qualitative data or mixed methods.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningThe explicit focus on North American Indigenous populations rather than Indigenous communities globally is a limitation.
“A second limitation is the explicit focus on North American Indigenous populations rather than Indigenous communities globally.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationHistorical trauma has been identified as a prominent source of health disparity and used as a lens to contextualize rates of drug and alcohol use disorder in Indigenous populations.
“Historical trauma has been identified as a prominent source of health disparity (Gone et al., 2019 for a review), and has been used as a lens to contextualize rates of drug and alcohol use disorder in Indigenous populations (Brave Heart, 2003).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIndigenous individuals in North America have the highest rates of abstinence from drugs and alcohol.
“Though Indigenous individuals in North America have the highest rates of abstinence from drugs and alcohol (Cunningham et al., 2016)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cunningham et al., 2016
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).
PremisecitationHealth systems that service Indigenous groups are sometimes located in areas geographically removed from the Indigenous populations they intend to serve.
“are sometimes located in areas that are geographically removed from the Indigenous populations they intend to serve (Indian Health Service, 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Indian Health Service, 2018
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationnone givenThere exists a profound lack of access to culturally relevant treatment resources for Indigenous communities outside of the Southwestern USA, and in urban settings.
“First, there exists a profound lack of access to culturally relevant treatment resources for Indigenous communities outside of the Southwestern USA, and in urban settings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe finding that spiritual outcomes are rarely reported reinforces the need for researchers to acknowledge culturally tailored treatment contributions outside Western conceptions of wellness.
“This result reinforces the need for researchers to acknowledge the contributions of culturally tailored treatment that fall outside of the bounds of Western conceptions of wellness.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataBoth authors discussed conflicts and came to consensus based on the inclusion and exclusion criteria.
“Both authors discussed conflicts and came to a consensus based on the inclusion and exclusion criteria.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo articles that appeared to meet inclusion criteria were later excluded.
“No articles appeared to meet inclusion criteria that were later excluded.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataBoth coauthors independently reviewed all relevant articles and selected include or exclude in Covidence.
“Both coauthors independently reviewed all relevant articles and selected “include” or “exclude” in Covidence.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBoth authors screened all articles independently using the inclusion/exclusion criteria.
“Both authors screened all articles independently using the inclusion/exclusion criteria”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataA standardized template for data extraction was developed and completed in Covidence for each article.
“A standardized template for data extraction of key information was developed and completed in Covidence for each article.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataMultiple papers reporting data from the same dataset or project were merged and counted as the same study.
“Multiple papers that reported data from the same data set or project were merged and counted as the same study.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBoth authors reviewed the spreadsheet together to ensure information was presented clearly and consistently.
“Together, both authors reviewed the spreadsheet ensuring that information was presented clearly and consistently across each data extraction variable.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPer the guidance of the MMAT, quality should not be assessed for articles without clearly defined research questions.
“Per the guidance of the MMAT, quality should not be assessed for articles without clearly defined research questions.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites MMAT
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.
InterpretationreasoningThe 18 programs contained in this review serve as meaningful examples in culturally tailored treatment as they effectively center culture in treatment, highlight the importance of community and improve accessibility for Indigenous groups.
“The 18 programs contained in this review serve as meaningful examples in culturally tailored treatment as they effectively center culture in treatment, highlight the importance of community and improve accessibility for Indigenous groups.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe expansion of access to culturally tailored treatment should aid Indigenous communities outside of the USA and Canada.
“the expansion of access to culturally tailored treatment should aid Indigenous communities outside of the USA and Canada.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBoth authors independently reviewed the data extraction spreadsheet.
“Both authors independently reviewed the spreadsheet and made notes about information that needed further clarity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationnone givenFeasibility study and program evaluation designs are less appropriate for this particular quality assessment.
“as these types of study designs are less appropriate for this particular quality assessment.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningThis review highlights the scope of this need across Indigenous groups in the USA and Canada, though this need is ubiquitous for Indigenous populations globally.
“This review highlights the scope of this need across Indigenous groups in the USA and Canada, though this need is ubiquitous for Indigenous populations globally.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDiscrepancies in quality appraisal were settled by review and consensus between both authors.
“Discrepancies were settled by review and consensus between both authors.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
InterpretationreasoningDespite the lack of a clearly defined research question, the article (Saylors, 2003) is included in this systematic review because it meets the goal of more clearly understanding what culturally tailored interventions are available.
“Despite the lack of a clearly defined research question, the article is included in this systematic review because it meets the goal of more clearly understanding what culturally tailored interventions are available.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Saylors, 2003 source
Classified as probably not a substantial claim.
InterpretationreasoningWe still included the three qualitative studies because of their rich description of the setting, intervention and the use of participants' voices.
“We still included the three qualitative studies because of their rich description of the setting, intervention and the use of participants’ voices.”
Quote in the paperSubstantial claim- Rests on an assumption: Rich description of the setting, intervention and participants' voices is important when discussing, developing and replicating culturally tailored and community-based interventions.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenDividing our sample based on political nation states rather than Indigenous identity represents a larger issue related to the geopolitics of Indigeneity and colonialism.
“We are aware of the ways in which dividing our sample based on political nation states rather than Indigenous identity represents a larger issue related to the geopolitics of Indigeneity and colonialism.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningWe continued with the study protocol as designed, as it allowed us to assess and compare the study quality and bias across peer-reviewed works explicitly.
“Despite this limitation, we continued with the study protocol as designed, as it allowed us to assess and compare the study quality and bias across peer-reviewed works explicitly.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningThe methodological examples from this review may inform work and research agendas for Indigenous populations located in other geographic areas.
“The methodological examples from this review may inform work and research agendas for Indigenous populations located in other geographic areas.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThis method inherently reinforces the belief and hierarchy of Western (academic) versus Indigenous (community) systems of knowledge.
“We recognize that this method inherently reinforces the belief and hierarchy of Western (academic) versus Indigenous (community) systems of knowledge.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Indigenous groups have a large presence on the East Coast.
“Given the large presence that Indigenous groups have on the East Coast”
The paper relies on this without support.
Canada has territories with large Indigenous populations.
“territories that have large Indigenous populations”
The paper relies on this without support.
Few Indigenous individuals report participating in treatment for alcohol or drug use.
“However, few Indigenous individuals report participating in treatment for alcohol or drug use”
The paper relies on this without support.
There is little catalogued information about the characteristics of culturally tailored programming, how these programs are distributed across tribal, rural and urban Indigenous groups, and what types of substances these interventions address.
“There is little catalogued information about the characteristics of culturally tailored programming; how these programs are distributed across tribal, rural and urban Indigenous groups; and what types of substances these interventions address.”
The paper relies on this without support.
There has been no systematic review of peer-reviewed studies that examine culturally tailored treatment regimens in the USA and Canada that assess the study quality.
“To our knowledge, there has been no systematic review of peer-reviewed studies that examine culturally tailored treatment regimens in the USA and Canada that assess the study quality.”
The paper relies on this without support.
Indigenous people are highly resilient and have been especially successful in using Indigenous systems of knowledge to address the behavioral manifestations of historical trauma.
“Despite these experiences, Indigenous people are highly resilient and have been especially successful in using Indigenous systems of knowledge to address the behavioral manifestations of historical trauma.”
The paper relies on this without support.
Rich description of the setting, intervention and participants' voices is important when discussing, developing and replicating culturally tailored and community-based interventions.
“This type of description is important when discussing, developing and replicating culturally tailored and community-based interventions.”
The paper relies on this without support.
Based on the objectives of the review, none of the studies would be generalizable to Indigenous populations at large, and the wider US population.
“Based on the objectives of the review, it was expected that none of the studies would be generalizable to Indigenous populations at large, and the wider US population.”
The paper relies on this without support.
The diversity of treatment options to address an individual’s drug of choice is beneficial.
“Given the dearth of programs available to Indigenous people, the diversity of treatment options to address an individual’s drug of choice is beneficial.”
The paper relies on this without support.
Qualitative data and analyses are especially necessary to center the voices of Indigenous people and to accurately capture the nature and complexity of SUD in Indigenous communities.
“Qualitative data and analyses are especially necessary to center the voices of Indigenous people and to accurately capture the nature and complexity of SUD in Indigenous communities.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Saylors study is assigned two study-design categories
MinorSaylors (2003) is listed as both a mixed methods article and a study using strictly qualitative methods, although the section presents those as distinct categories.
“The two (11.11%) articles that used mixed methods study designs combined quantitative outcome measurement with focus groups (Naquin et al., 2006) and ethnography (Saylors, 2003).”
“Finally, three (16.67%) articles used strictly qualitative methods including in-depth interviews (Edwards, 2003; Gone and Calf Looking, 2015) and focus groups (Saylors, 2003).”
Study-type section changes the total from 18 to 19
MinorThe study-type section refers to 19 peer-reviewed works, whereas the results identify 18 studies and the four study-type counts total 18.
“Study types fell within one of four categories, including nonrandomized experimental studies, randomized control studies, mixed method studies and qualitative studies, across the 19 peer-reviewed works.”
“We identified a total of 18 studies published from January 1, 2000, through April 19, 2021, that fit the exclusion criteria, from which we extracted data.”
Percentage for nonrandomized studies is incorrect
MinorNine of the 18 included studies is 50%, not 52.94%.
Reported 52.94 · recomputed 50
“Nonrandomized experimental studies (n = 9; 52.94%) were the most common study designs represented in this systematic review.”
Eastern US percentage uses the wrong denominator
MinorThe statement specifies two of the 16 US interventions, which is 12.5%, not 11.11%. The reported percentage corresponds to two of all 18 interventions.
Reported 11.11 · recomputed 12.5
“This means that of the 16 total interventions throughout the USA, only two (11.11%) were located on the Eastern side of the country”
Discussion incorrectly places a majority of programs in the Southwest
MinorThe geographic results place only three of the 18 interventions in the Southwest, contradicting the discussion's conclusion that a majority were there.
“Further, the results illustrate that the majority of these programs were located in the American Southwest, with only two located across all of Canada.”
“three (16.67%) were located in the Southwest (Gray et al., 2010; Tonigan et al., 2020; Venner et al., 2021).”
Search end date differs between abstract and methods
MinorThe abstract says the electronic searches ran through April 21, 2021, while the methods say they were conducted and limited through April 19, 2021.
“Electronic searches were conducted from 2000 to April 21, 2021, using PsycINFO, Cumulative Index to Nursing and Allied Health Literature, MEDLINE and PubMed.”
“Electronic searches through PsycINFO, Cumulative Index to Nursing and Allied Health Literature (CINAHL), MEDLINE and PubMed were all conducted on April 19, 2021.”
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The Women's Circle Comes Full Circle
Saylors, K. (2003) · Journal of Psychoactive Drugs · doi:10.1080/02791072.2003.10399994 · Cited by 14 · see citing works
Impact of adaptive functioning on readmission to alcohol detoxification among Alaska Native People
Bear, U. R., Anderson, H. O., Manson, S. M., et al. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.04.018 · Cited by 13 · see citing works
Andersson, H. W., Lilleeng, S. E., & Ose, S. O. (2021) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2021.100340 · Cited by 12 · see citing works
West, A. E., Telles, V. M., Antony, V., et al. (2021) · Psychology of Addictive Behaviors · doi:10.1037/adb0000664 · Cited by 11 · see citing works
van der Woerd, K. A., Cox, D. N., Reading, J., & Kmetic, A. (2010) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-009-9266-5 · Cited by 10 · see citing works
Richer, A., & Roddy, A. L. (2022) · Journal of Social Work Practice in the Addictions · doi:10.1080/1533256x.2022.2049161 · Cited by 10 · see citing works
Self-citationTonigan, J. S., Venner, K. L., & Hirchak, K. A. (2019) · Alcoholism Treatment Quarterly · doi:10.1080/07347324.2019.1616512 · Cited by 5 · see citing works
Ray, L., Outten, B., & Gottlieb, K. (2020) · International Journal of Circumpolar Health · doi:10.1080/22423982.2019.1705048 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- Covidence systematic review software (2022), Veritas Health Innovation, available at: www.covidence.org
- 2006, The therapeutic village of care: an Alaska native alcohol treatment model, Therapeutic Communities-London-Association of Therapeutic Communities, 27, 105
- 2009, Toolkit for Modifying Evidence-Based Practices to Increase Cultural Competence
Cited by
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Meredith, C., McKerchar, C., & Lacey, C. J. (2023) · Archives of Women s Mental Health · doi:10.1007/s00737-023-01310-7 · Cited by 26 · see citing works
Trends in Fatal Opioid-Related Overdose in American Indian and Alaska Native Communities, 1999–2021
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Trends in stimulant-related emergency department visits among adults in California, 2017–2021
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Roche, A. I., Young, A. M., Sabaque, C., Kelpin, S. S., Sinicrope, P. S., Pham, C., Marsch, L. A., Campbell, A. N. C., Venner, K. L., Baker-DeKrey, L., et al. (2024) · Journal of Substance Use and Addiction Treatment · doi:10.1016/j.josat.2024.209396 · Cited by 3 · see citing works
Marquez-Arrico, J. E., Márquez‐Arrico, C. F., & Lekue, I. C. (2026) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-026-01688-2 · Cited by 2 · see citing works
Ünlü, A., Hakkarainen, P., Karjalainen, K., Tammi, T., & Subaşı, A. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-30168-1.00018-9 · Cited by 2 · see citing works
Eaves, E. R., Haberstroh, S., Mellott, R. N., Roddy, J. K., Santos, J., Roddy, A. L., Bautista, T. G., Mommaerts, K., Rogers, O., Camplain, C., et al. (2025) · Pedagogy in Health Promotion · doi:10.1177/23733799251335630 · Cited by 2 · see citing works
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Effect of Health Education and Brief Intervention on Alcohol Consumption in Sabah, East Malaysia
Liew, C. S. L., Khiun, L. T. L., Lamiri, W. R., Payus, A. O., Paramasivam, S., Avoi, R., Wong, E. H. C., Hayati, F., Daud, M. N. M., Ohn, M. H., et al. (2025) · Malaysian Journal of Medicine and Health Sciences · doi:10.47836/mjmhs.21.3.4 · Cited by 1 · see citing works
A Guide to Constructing Indigenous Statistical Spaces for Prevention Science Research
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- Authors
- Richer, A. M. S., & Roddy, A. L.
- Affiliations
- Columbia University (US)
- University of Utah (US)
- Venue
- The Journal of Mental Health Training, Education and Practice
- Publisher
- Emerald
- Published
- 2022-08-18
- Volume
- 18
- Issue
- 1
- Pages
- 60-77
- ISSN
- 1755-6228 (ISSN-L)
- PMC
- PMC10248734
- OpenAlex
- W4293063656
- Cited by
- 25
- References
- 40
- Citations by year
- 2026: 10 · 2025: 10 · 2024: 4 · 2023: 1
- FWCI
- 0.57
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- The Journal of Mental Health Training Education and Practice (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- Funders
- National Institutes of Health (F31 NRSA)
- National Institute on Drug Abuse (T32 DA037801)
- National Institute on Minority Health and Health Disparities (F31MD017132)
- Topics
- Social Sciences › Health › Indigenous Health, Education, and Rights
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Keywords
- culturally tailored interventions, indigenous peoples, addiction treatment, alcohol consumption, drug use, opioid use, drug overdose deaths, treatment engagement, residential treatment, Indigenous health
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-27.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-27.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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