Cited by 25Indigenous Health, Education, and RightsSubstance Abuse Treatment and OutcomesOpioid Use Disorder Treatment

Culturally tailored substance use interventions for Indigenous people of North America: a systematic review

Open access
Richer, Ariel M.S., Roddy, Ariel L.·2023·The Journal of Mental Health Training, Education and Practice

Abstract

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

Crossref · 10.1108/jmhtep-07-2021-0088

Cites

41 of 41 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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
    • cites Hanson and Pourier, 2015 source
    • cites van der Woerd et al., 2010 source
  • 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
  • Classified as probably not a substantial claim. 55
  • May combine two claims. 26
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Health 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 data

    In 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 checked
    • cites Burduli et al., 2018 source
    • cites Dickerson et al., 2012 source
    • cites Edwards, 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In 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 checked
    • cites Gone and Calf Looking, 2015 source
    • cites Kelley et al., 2017, 2018

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

    • cites Venner et al., 2021 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingnone given

    One 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 checked
    • cites Hanson and Pourier, 2015 source
    • cites Wright et al., 2011 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductcitation

    The 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 data

    Of 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 checked
    • cites Dickerson et al., 2012 source
    • cites Edwards, 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Of 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 conductcitation

    Both 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).

    Premisecitation

    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.

    “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 data

    RCTs 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    No 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Three (16.67%) articles used strictly qualitative methods.

    “Finally, three (16.67%) articles used strictly qualitative methods”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

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

    Findingown data

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

    Findingown data

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

    Findingown data

    Three 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • May combine two claims.

    Findingown data

    Experimental 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 claim
  • May combine two claims.

    Findingown data

    All 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 claim
  • May combine two claims.

    Findingown data

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

    Findingown data

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

    Findingown data

    Of 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 data

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

    Findingreasoning

    One 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).

    Findingcitation

    Of 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).

    Findingreasoning

    One 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 data

    A 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 claim
  • May combine two claims.

    Findingreasoning

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

    Findingnone given

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

    Findingown data

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

    Findingown data

    In 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).

    Findingcitation

    Of 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 data

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

    Findingown data

    Exclusion 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 claim
  • May combine two claims.

    Findingown data

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

    Findingown data

    There 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 claim
  • May combine two claims.

    Findingown data

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

    Findingown data

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

    Findingcitation

    The 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 given

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

    Findingreasoning

    The 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 claim
  • May combine two claims.

    Premisecitation

    Historical 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 checked
    • cites Gone et al., 2019 source
    • cites Brave Heart, 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Indigenous 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).

    Premisecitation

    Health 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 given

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

    Interpretationreasoning

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

    Study design and conductown data

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

    Study design and conductnone given

    No 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

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

    Study design and conductown data

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

    Study design and conductown data

    A 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

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

    Study design and conductown data

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

    Premisecitation

    Per 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.

    Interpretationreasoning

    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.

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

    Interpretationreasoning

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

    Study design and conductown data

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

    Interpretationnone given

    Feasibility 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    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.

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

    Study design and conductnone given

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

    Interpretationreasoning

    Despite 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.

    Interpretationreasoning

    We 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 given

    Dividing 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    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.

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

    Interpretationreasoning

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

    Interpretationreasoning

    This 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
67 of 67
  • 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.”
10 of 10

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

    Minor

    Saylors (2003) is listed as both a mixed methods article and a study using strictly qualitative methods, although the section presents those as distinct categories.

  • Study-type section changes the total from 18 to 19

    Minor

    The study-type section refers to 19 peer-reviewed works, whereas the results identify 18 studies and the four study-type counts total 18.

  • Percentage for nonrandomized studies is incorrect

    Minor

    Nine of the 18 included studies is 50%, not 52.94%.

    Reported 52.94 · recomputed 50

  • Eastern US percentage uses the wrong denominator

    Minor

    The 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

  • Discussion incorrectly places a majority of programs in the Southwest

    Minor

    The geographic results place only three of the 18 interventions in the Southwest, contradicting the discussion's conclusion that a majority were there.

  • Search end date differs between abstract and methods

    Minor

    The abstract says the electronic searches ran through April 21, 2021, while the methods say they were conducted and limited through April 19, 2021.

6 of 6

Cites

Flagged first, then by citations

Research works printed but not linked: 3

  1. Covidence systematic review software (2022), Veritas Health Innovation, available at: www.covidence.org
  2. 2006, The therapeutic village of care: an Alaska native alcohol treatment model, Therapeutic Communities-London-Association of Therapeutic Communities, 27, 105
  3. 2009, Toolkit for Modifying Evidence-Based Practices to Increase Cultural Competence

Cited by

Sorted by citations

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)
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
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.

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