Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Patient complexity assessment tools containing inquiry domains important for Indigenous patient care: A scoping review

  • Anika Sehgal ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

    anika.sehgal@ucalgary.ca

    Affiliation Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

  • Cheryl Barnabe,

    Roles Methodology, Supervision, Writing – review & editing

    Affiliation Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

  • Lynden (Lindsay) Crowshoe

    Roles Methodology, Supervision, Writing – review & editing

    Affiliation Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada

Abstract

Patient complexity assessment tools (PCATs) are utilized to collect vital information to effectively deliver care to patients with complexity. Indigenous patients are viewed in the clinical setting as having complex health needs, but there is no existing PCAT developed for use with Indigenous patients, although general population PCATs may contain relevant content. Our objective was to identify PCATs that include the inquiry of domains relevant in the care of Indigenous patients with complexity. A scoping review was performed on articles published between 2016 and 2021 to extend a previous scoping review of PCATs. Data extraction from existing frameworks focused on domains of social realities relevant to the care of Indigenous patients. The search resulted in 1078 articles, 82 underwent full-text review, and 9 new tools were identified. Combined with previously known and identified PCATs, only 6 items from 5 tools tangentially addressed the domains of social realities relevant to Indigenous patients. This scoping review identifies a major gap in the utility and capacity of PCATs to address the realities of Indigenous patients. Future research should focus on developing tools to address the needs of Indigenous patients and improve health outcomes.

Introduction

Generally agreed to be a separate entity from comorbidity or multi-morbidity [1], patient complexity [24] is deemed to arise from the social and contextual factors that impact health outcomes [1,5,6]. The complex interplay between the various determinants of health and their presentation within patients can be difficult to address for healthcare providers (HCPs) [2,7]. Patient complexity assessment tools (PCATs) are screening tools that have been proposed as a means to aid HCPs in collecting vital information to identify the source of complexity and to effectively deliver care to patients [810].

While there are a number of PCATs that have been developed to meet the needs of various patient populations, there is no such tool to address the health needs of Indigenous patients. Stemming from the longstanding impacts of colonization, structural inequities within health, education, and social service systems continue to limit the capacity of Indigenous peoples to pursue good health [1113]. HCPs today rarely comprehend the full scope of the historical and ongoing social drivers of poor health that impact Indigenous patients arising from multigenerational impacts of colonization, but rather demonstrate an overall lack of awareness and competency that translates into ineffective care [1416]. To date, there is no existing PCAT developed for use with Indigenous patients, although general population PCATs may contain relevant content.

Developed to improve HCP communication and clinical approaches when providing care to Indigenous persons with diabetes [11], the ‘Educating for Equity’ or ‘E4E’ framework outlines Indigenous-specific determinants of care. The E4E framework includes a comprehensive assessment of the social realities that contextualize an individual’s capacity to cope with their condition and has since been applied to arthritis care providers’ continuing medical education [17]. These realities include social and economic resource disparities, and the accumulation of adverse life experiences [11]. Social and economic resource disparity is a normalized state for many Indigenous peoples—with limited choices and stress, one’s capacity to pursue healthy behaviors is affected [11]. This can further be aggravated within family contexts that result in the diversion of resources among many people [11]. Furthermore, health knowledge can be limited through structural barriers and conflicts that arise from relationships with HCPs, further contributing to disparities impacting one’s state of health [11]. The accumulation of adverse life experiences includes assessing family and community adversity arising from historical trauma and poverty, multiple forms of loss (personal and collective) due to colonization, and the intergenerational impact of residential schools [11,18]. In the E4E Framework, facilitators are also recognized. “Culture framing knowledge” refers to knowledge contextualization and exchange in a manner that is effective in building a shared understanding with the patient [11,17]. Finally, recognizing “culture as therapeutic” is acknowledging that health is positively correlated with a secure cultural identity while having access to cultural resources, including traditional healing practices and medicine for Indigenous peoples [11].

To date, there is no existing PCAT developed that incorporates the Indigenous-specific determinants of health including social and economic resource disparities and adverse life experiences as outlined by the E4E care framework. Having PCATs that address complexity among Indigenous patients arising from longstanding and permeating impacts of colonization [19,20] and identify appropriate pathways to health equity [21] is in alignment with the Truth and Reconciliation Commission of Canada’s Calls to Action [22]. Furthermore, the extent to which existing PCATs address and engage the realities of Indigenous patients remains unknown since general population PCATs may still contain relevant content. Therefore, we undertook this scoping review to investigate existing PCATs and how inclusive they are of the social realities for Indigenous patients, based on an existing framework, ‘Educating for Equity’ [11].

Methods

Study design and search strategy

A scoping review was purposefully chosen to identify existing PCATs due to the emergent nature of patient complexity and its evolving conceptualization [7,23] and was developed and is reported according to the Preferred Reporting Items for Systematic Reviews and Meta‐Analyses extension for Scoping Reviews [24]. The protocol was developed a priori replicating the search strategy from a previous review by Marcoux et al. [25] which was determined to be reliable and thorough [26] to curate available screening tools to identify patients with complex health needs needing frequent care. As those authors conducted their search in 2016 we restricted our search between January 1st 2016 and April 8th 2021 to identify any newly developed and published PCATs using two databases, CINAHL and Scopus (which is inclusive of EMBASE and MEDLINE). Reference lists of identified articles were also scanned for additional relevant studies. Title/abstract screening and full-text review was conducted independently by two reviewers (AS, EB) and conflicts were resolved by discussion and consensus.

Inclusion and exclusion criteria

Studies were included if they were in the English language, presented a questionnaire or screening tool to identify patient complexity for an adult population, consistent with the inclusion criteria identified by Marcoux et al. [25]. Studies were excluded if they were not in English, limited to specific populations of psychiatric, pediatric, and pregnant women, were designed for a specific disease/illness, or were focused on predictive modelling based on insurance claims, aligned with Marcoux et al. [25] again. In addition to this exclusion criteria, studies that used a compilation of several tools to assess complexity or that were modifications of an existing tool but adapted for a specific disease/illness were not retained in our search. Studies were extracted to Covidence software for screening. Authors who discussed a questionnaire or screening tool but did not include it in the full-text of their article were contacted and requested to provide the tool if possible.

Data extraction and analysis

A pre-tested data extraction form was used to record a selected article’s identifying information, population, intervention, and evaluation outcomes. Each item or question from included PCAT’s (those identified by Marcoux et al. [25] and in our search) were extracted and compiled into an item pool. Each item or question was then categorized by which domain they were related to—these domains were derived from a review of common domain across the tools by the authors, informed by domain categorization as defined in the development of one of the most commonly employed PCATs [27], and further confirmed by previous research that identified parallel themes [28]. Domains included assessments of biological/physical states, social/socioeconomic status, psychological state, access to healthcare services, patient health literacy, and the patient’s ability to function independently. It was also noted if the tool addressed any aspects of the social realities, including barriers and facilitators, as described and categorized in the E4E care framework for a total of four domains [11]. These included social and economic resource disparities, the accumulation of adverse life experiences, culture framing knowledge, and culture being therapeutic [11]. Items were assigned to domains based on qualitative analysis techniques known as “descriptive” coding whereby codes are characterized by conceptual unity [29]. Each item was only assigned to one domain which it represented most closely. All items were reviewed by an expert group to ensure reliability and accuracy of assignment.

Results

The search strategy returned a total of 1668 articles, 1294 from Scopus and 374 from CINAHL. After removing 590 duplicates, a total of 1078 articles were included, 82 were identified to potentially be included following title/abstract screening, and 9 were included after a full-text review by two reviewers (see Fig 1). A total of 3 authors were contacted to provide their instrument, including those who were identified in the previous review by Marcoux et al. [25], the overall response rate was 67%. By combining previously known and identified PCATs with new PCATs developed after the scoping review by Marcoux et al. [25], a total of 18 tools were analyzed in this scoping review.

New study characteristics

A total of 9 new instruments were identified by extending the search strategy of Marcoux et al. [25], these included the MCAM [2]; the PCAM [10]; CONECT-6 [30]; homelessness and underutilization health service questions [31]; supporting the support system questions [32]; the questions used in a case management collaborative community program [33], the COMPRI [34]; the MECAM [35]; and the OCCAM [36]. Table 1 displays the study characteristics of the new instruments identified by this scoping review including their target population, mode of administration, and intended outcome.

thumbnail
Table 1. Novel instruments identified by the scoping review.

https://doi.org/10.1371/journal.pone.0273841.t001

Characteristics and domains of identified tools

Table 2 displays the characteristics of the 18 included tools, including the domains of inquiry [2,10,27,3044]. Studies were published between 1998 to 2021, and included at least 3 items with the maximum number of items being 42. A total of 13 instruments were administered by a HCP [2,10,27,3237,40,41,43,44], 3 tools were self-administered [30,31,42], and 2 tools were completed in collaboration between the HCP and patient [38,39]. While all included tools were employed in an adult population, 6 instruments specified their use for the elderly population [3944].

thumbnail
Table 2. Domains assessed by identified tools and questionnaires.

https://doi.org/10.1371/journal.pone.0273841.t002

Items that engaged social realities

From the 18 tools included in this review, over 300 items were extracted. There were 67 items assigned to the healthcare access domain, 57 items assigned to the biological/physical domain, 49 items assigned to the social/socioeconomic status domain, 23 items assigned to the psychological domain, 17 items assigned to the health literacy domain, and 9 items assigned to the functionality domain. A number of items were deemed to fit into more than one domain: for example, 12 items assessed both biological/physical and functionality domains, 8 items assessed both the healthcare access and functionality domains, and 6 items addressed both the biological/physical and social/socioeconomic status domains. Over 15 items fit into more than 2 domains, with the maximum being 5 domains. Items that were aimed at collecting administrative data were not assigned to any domains. Only 6 items spanning across 5 different tools were assessed to engage the social realities of Indigenous patients (see Table 3 and Fig 2). From the OCCAM [36], two items tangentially addressed the social realities of Indigenous patients: these were (i) “HCPs are to assess adverse influence of others within the last two weeks regarding patient’s health related behaviour” and (ii) “HCPs are to assess childhood past history including disrupted parenting, abuse, and disrupted schooling.” Both of these items indirectly address aspects of adverse life experiences that shape health. From the MCAM [2], one item partially addressed how culture frames knowledge to build a shared understanding of health, “HCP to assess patient’s shared language and culture with provider.” From Reuben [39], the patient’s participation in religious services is being assessed, this item partially addresses how culture is therapeutic and correlated with good health. From the INTERMED [27], the HCP is assessing whether or not the patient has any resistance to treatment, this item is partially addressing if and how any past adverse life experiences have contributed to their resistance. Finally, from the case management collaborative community program [33], a cluster of items addressed food security by asking “Did you go hungry yesterday? How many times did you go hungry in the last week? Do you worry about how you will get your next meal? Do you worry that people will steal your food? and Does anyone give you free meals?” Together, these items address food security which is just one aspect of social and economic resource disparities that shape health outcomes. Fig 2 displays the items identified that address the social realities of Indigenous patients.

Discussion

The purpose of this review was to identify and describe existing PCATs to determine the extent to which they are applicable to Indigenous patients and to establish the need for an Indigenous-centered PCAT. By replicating the search strategy outlined by Marcoux et al. [25], we identified an additional 9 PCATs yet none of these comprehensively addressed the factors Indigenous peoples, highlighting a continuous failure to address the social realities that are known to shape the health of Indigenous peoples, as demonstrated in the lack of items identified in Table 3 and Fig 2. Without an explicit investigation into the sources that cause Indigenous patients to present with complexity, existing PCATs unable to identify or address the ways in which to reduce Indigenous patient complexity. Recommendations to address social realities are presented below.

Social and economic resource disparity

Exploring socioeconomic limitations and acknowledging the effect of resource disparities is a means to identify and understand why an Indigenous patient is presenting with complexity [11,45]. Items to assess social and economic resource disparities should be inclusive of an individual’s direct resources but rather note how these disparities have manifested themselves at the familial and community levels, and in turn, impacted their health. PCATs should allow the HCP to locate sources of complexity that are not directly present within the patient but rather the broader domains shaped by colonization [46] that continuously undermine their health. Social disparities can also operate at a knowledge level through inequities that manifest themselves in educational systems and frameworks, furthering social trauma and directly impacting health literacy. Therefore, it is essential that PCATs that aim to assess complexity among Indigenous patients include items that explore health literacy from the perspective of Indigenous peoples.

Adverse life experiences

If we are to understand the “complexity” of Indigenous patients, acknowledging and identifying how psychosocially mediated adverse life events, rooted in a legacy of colonialism, have shaped their health is essential [16,47]. Only one item from pre-existing PCATs assessed childhood history (see Table 3), yet for Indigenous peoples, the recent history of residential schools continues to undermine the health of their population. The cultural genocide perpetrated by residential schools and other colonial policies has significantly harmed the health and wellbeing of individuals, families, and entire communities [4851]. If a PCAT is to identify the source of complexity among Indigenous patients, a respectful investigation into specific psychosocial adverse life experiences, including the impacts of historical trauma, is necessary.

Culture frames knowledge

From an Indigenous cultural lens, knowledge is relational within healthcare interactions, therefore, all knowledge, including the patient’s and the HCP’s, should be respected, shared, and exchanged. Building deeper therapeutic relationships is achieved through this cultural lens, and a patient’s access to and comprehension of health-related knowledge is facilitated [11,20,52]. Despite this, for many Indigenous patients, healthcare experiences are often plagued by racism and discrimination [53], drawing parallels to their historical experiences, further deterring them from seeking care [16]. PCATs that aim to assess complexity among Indigenous patients should include items that assess the extent to which the HCP is able to connect with the patient at a relational level, demonstrating cultural humility and cultural safety [54,55].

Culture as therapeutic

Connecting with cultural resources and ways of doing is considered to be therapeutic in nature—reconnecting with Indigenous identity and ceremony not only builds resilience but also promotes a sense of social cohesion [11,52]. In healthcare settings, accessing Indigenous healing modalities may be important to Indigenous patients yet they are continuously undermined due to the longstanding impacts of colonization. If a PCAT is to assess complexity among Indigenous patients, it should be culturally congruent in that it assesses health as it is defined in Indigenous worldviews and should include items that explore the patient’s preferences in regards to traditional medicine and healing practices along with their ability to access and effectively utilize these resources.

Pre-existing domains across PCATs

Though there were no such tools that comprehensively engaged the social realities relevant to Indigenous populations, pre-existing domains readily assessed in instruments to date should not be discredited completely. These domains should be contextualized to discern the layers of historical trauma and ongoing injustices that have largely shaped the health of Indigenous peoples. Recommendations to contextualize pre-existing domains in PCATs are presented in Table 4.

thumbnail
Table 4. Pre-existing domains contextualized for Indigenous patients.

https://doi.org/10.1371/journal.pone.0273841.t004

Additional considerations for complexity among Indigenous patients

While recognizing and integrating social realities into PCATs for Indigenous patients is important to identify and address the root causes of complexity, there are cautions that must be addressed to prevent PCATs from perpetuating power imbalances, re-traumatizing Indigenous patients, and addressing complexity from an exclusively Western worldview. Power dynamics have been theorized to be the driving force behind inequities in healthcare [69] whereby both overt and implicit discrimination and racism create barriers to healthcare access for Indigenous peoples [7072]. PCATs developed for Indigenous patients should not reinforce stereotypes [71,73] or “other” Indigenous peoples [74]; items should be framed from a decolonial lens and be asked by the HCP from a place of humility [75,76] while embodying principles of cultural safety [77]. Furthermore, PCATs for Indigenous peoples should abstain from making Pan-Indigenous assumptions but rather give space to respect diversity within Indigenous groups. Given that complexity among Indigenous patients arises from the traumatic inter-generational and multi-level impacts of colonization and can manifest itself through several various different pathways [78], it is important that questions are framed in a manner that seeks permission before exploring social realities, for example asking “is it okay if we talk about your living conditions? allowing the patient to control the depth of information they feel comfortable disclosing. PCATs to date are conceptualized from Western ideologies in that they locate the complexity at the individual level and approach complexity from a deficit-narrative [79]. PCATs for Indigenous patients should identify how social injustices rooted in a colonial legacy have shaped the health outcomes of Indigenous peoples while not hyper-focusing on where deficiencies exist but rather recognizing the resilience and strengths of Indigenous peoples [78,80]. By incorporating an assessment of resilience and protective factors that prevent complexity, a PCAT for Indigenous patients may provide an avenue for HCPs to recognize the rich legacy of Indigenous strengths, work alongside the patient to advance Indigenous health equity, and acknowledge the dominance of Western health models [81].

Strengths and limitations

To the best of our knowledge, this is the first scoping review to explore PCATs within the context of application to Indigenous populations while specifically investigating the domains of existing PCATs and how they map onto the social realities that continue to shape the health outcomes of Indigenous patients. Furthermore, we have identified an additional 9 tools since the last scoping review of PCATs, presenting a recent list of pre-existing instruments that aim to assess complexity. One limitation of this study is that it did not evaluate the quality of articles being included, however, scoping reviews typically do not evaluate study quality which is aligned with standard recommendations [82]. Another limitation of this review is that it may have missed non-English studies due to inclusion/exclusion criteria, along with any unpublished studies residing in the grey literature. Furthermore, since this review replicated a previously developed search strategy, articles that were potentially relevant but omitted in the previous scoping review by Marcoux et al. [25] may have been missed again—our hand search did identify an additional 5 tools to be included, though none of these effectively engaged the social realities of Indigenous patients. It is worth noting that no PCAT included in this scoping review described in-depth collaboration or consultation with the patient population for whom it was being developed and/or employed. This lack of patient engagement prompts the need for future research to incorporate the voices of patients themselves so that the sources of complexity, including the social realities, are accurately described and measured in clinical tools such as PCATs. Respectful and appropriate patient engagement has been at the forefront of Indigenous health research for several years now [83,84] and as such, any attempt at developing a PCAT for Indigenous patients should include the voices and lived experiences of Indigenous patients themselves.

Conclusion

The present review has not identified any pre-existing tools that have been developed to identify and assess the social realities that shape the health of Indigenous patients who present with complexity. While there are several PCATs that are inclusive of general population needs, the factors most relevant to Indigenous populations remain unattended to. Although there were select items from few tools that inadvertently tapped into some of the social realities, they are not comprehensive nor are they applicable as stand-alone items to appropriately identify and address patient complexity among Indigenous peoples. Furthermore, the clinical utility of these items, even if combined, remains unknown and unclear, with little potential to demonstrate validities that should be present in clinical tools. Overall, this review highlights that PCATs to date have neglected to include domains relevant to Indigenous patients, reflecting an insidious pattern imbedded within colonial systems of healthcare. Results of this scoping review will be used to ground and inform future work that aims to develop a PCAT for Indigenous patients.

Supporting information

Acknowledgments

The authors would like to thank Elaine Boyling who played a critical role in title/abstract screening and full-text reviews.

References

  1. 1. Webster F, Rice K, Bhattacharyya O, Katz J, Oosenbrug E, Upshur R. The mismeasurement of complexity: provider narratives of patients with complex needs in primary care settings. Int J Equity Health. 2019;18(1):1–8.
  2. 2. Peek CJ, Baird MA, Coleman E. Primary care for patient complexity, not only disease. Families, Systems, & Health. 2009;27(4):287.
  3. 3. Safford MM, Allison JJ, Kiefe CI. Patient complexity: more than comorbidity. The vector model of complexity. J General Internal Med. 2007;22(3):382–390. pmid:18026806
  4. 4. Grant RW, Ashburner JM, Hong CS, Chang Y, Barry MJ, Atlas SJ. Defining patient complexity from the primary care physician’s perspective: a cohort study. Annals Internal Med. 2011;155(12):797–804. pmid:22184686
  5. 5. Miller AM, Swartwout KD, Schoeny ME, Vail M, McClenton R. Care coordination to target patient complexity and reduce disparities in primary care. Public Health Nursing. 2019;36(4):451–460. pmid:30895684
  6. 6. Tonelli M, Wiebe N, Manns BJ, Klarenbach SW, James MT, Ravani P, et al. Comparison of the complexity of patients seen by different medical subspecialists in a universal health care system. JAMA Network Open. 2018;1(7):e184852–.e184852. pmid:30646392
  7. 7. Schaink AK, Kuluski K, Lyons RF, Fortin M, Jadad AR, Upshur R, et al. A scoping review and thematic classification of patient complexity: offering a unifying framework. J Comorbidity. 2012;2(1):1–9. pmid:29090137
  8. 8. Bodenheimer T, Berry-Millett R. Care management of patients with complex health care needs. Policy. 2009;1(6). pmid:22052205
  9. 9. Latour CH, Huyse FJ, De Vos R, Stalman WA. A method to provide integrated care for complex medically ill patients: the INTERMED. Nursing and Health Sciences. 2007;9(2):150–157. pmid:17470190
  10. 10. Pratt R, Hibberd C, Cameron IM, Maxwell M. The Patient Centered Assessment Method (PCAM): Integrating the social dimensions of health into primary care. J Comorbidity. 2015;5(1):110–119. pmid:29090159
  11. 11. Crowshoe L, Henderson R, Jacklin K, Calam B, Walker L, Green ME. Educating for Equity Care Framework: Addressing social barriers of Indigenous patients with type 2 diabetes. Can Fam Physician. 2019;65(1):25–33. pmid:30674510
  12. 12. Griffiths K, Coleman C, Lee V, Madden R. How colonisation determines social justice and Indigenous health—a review of the literature. J Pop Res. 2016;33(1):9–30.
  13. 13. Hajizadeh M, Hu M, Bombay A, Asada Y. Socioeconomic inequalities in health among Indigenous Peoples living off-reserve in Canada: trends and determinants. Health Policy. 2018;122(8):854–865. pmid:30017106
  14. 14. Harfield SG, Davy C, McArthur A, Munn Z, Brown A, Brown N. Characteristics of Indigenous primary health care service delivery models: a systematic scoping review. Globalization and Health. 2018;14(1):1–11.
  15. 15. Lavoie JG. Policy silences: why Canada needs a National First Nations, Inuit and Métis health policy. Int J Circumpolar Health. 2013;72(1):22690.
  16. 16. Jones R, Crowshoe L, Reid P, Calam B, Curtis E, Green M, et al. Educating for Indigenous health equity: An international consensus statement. Academic Medicine. 2019;94(4):512. pmid:30277958
  17. 17. Barnabe C, Kherani RB, Appleton T, Umaefulam V, Henderson R, Crowshoe L. Participant-reported effect of an Indigenous health continuing professional development initiative for specialists. BMC Med Educ. 2021;21(1):116. Published 2021 Feb 18. pmid:33602213
  18. 18. Lafontaine A. Indigenous health disparities: A challenge and an opportunity. Canadian J Surgery. 2018;61(5):300. pmid:30246975
  19. 19. MacDonald C, Steenbeek A. The impact of colonization and western assimilation on health and wellbeing of Canadian Aboriginal people. Int J Regional and Local History. 2015;10(1):32–46.
  20. 20. Jacklin KM, Henderson RI, Green ME, Walker LM, Calam B, Crowshoe L. Health care experiences of Indigenous people living with type 2 diabetes in Canada. Can Med Association J. 2017;189(3):106–112. pmid:28246155
  21. 21. Lafontaine A. Indigenous health disparities: A challenge and an opportunity. Canadian J Surgery. 2018;61(5):300. pmid:30246975
  22. 22. Truth and Reconciliation Commission of Canada. Truth and reconciliation commission of Canada: Calls to action. Truth and Reconciliation Commission of Canada; 2015A.
  23. 23. Tricco AC, Lillie E, Zarin W, O’Brien K, Colquhoun H, Kastner M, et al. A scoping review on the conduct and reporting of scoping reviews. BMC Med Res Method. 2016;16(1):1–10. pmid:26857112
  24. 24. Tricco AC, Lillie E, Zarin W, O’Brien K, Colquhoun H, Levac D, et al. PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation. Ann Intern Med. 2018,169(7):467–473. pmid:30178033
  25. 25. Marcoux V, Chouinard MC, Diadiou F, Dufour I, Hudon C. Screening tools to identify patients with complex health needs at risk of high use of health care services: A scoping review. PLOS ONE. 2017;12(11):e0188663. pmid:29190658
  26. 26. Arksey H , O’Malley L. Scoping studies: towards a methodological framework. Int Journal Social Research Methodology. 2005;8(1): 19–32.
  27. 27. Stiefel FC, Huyse FJ, Söllner W, Slaets JP, Lyons JS, Latour CH, et al. Operationalizing integrated care on a clinical level: the INTERMED project. Med Clinics. 2006;90(4):713–758. pmid:16843771
  28. 28. Hawker K, Barnabe C, Barber CE. A scoping Review of tools used to assess patient Complexity in rheumatic disease. Health Expectations. 2021;24(2):556–565. pmid:33595914
  29. 29. Miles MB, Huberman AM, Saldaña J. Qualitative data analysis: A methods sourcebook. 3rd ed. United Kingdom: SAGE; 2014.
  30. 30. Hudon C, Bisson M, Dubois MF, Chiu Y, Chouinard MC, Dubuc N, et al. CONECT-6: a case-finding tool to identify patients with complex health needs. BMC Health Serv Res. 2021;21(1):1–9.
  31. 31. Scutella R, Wood G, Johnson G. Sitting in the waiting room: do people experiencing homelessness underutilize health services? Housing Society. 2020;48(3):261–291.
  32. 32. Harkey J, Young J, Carter J, Demoratz M. Supporting the Support System. Prof Case Management. 2017;22(4):174–180.
  33. 33. Quilty S, Wood L, Scrimgeour S, Shannon G, Sherman E, Lake B, et al. Addressing Profound Disadvantages to Improve Indigenous Health and Reduce Hospitalisation: A Collaborative Community Program in Remote Northern Territory. Int J Environmental Res Public Health. 2019;16(22):4306. pmid:31698685
  34. 34. Huyse F, de Jonge P, Slaets J, Herzog T, Lobo A, Lyons J, et al. COMPRI: an instrument to detect patients with complex care needs. J Psychosomat Res. 2000;48:303.
  35. 35. Maxwell M, Hibberd C, Pratt R, Cameron I, Mercer S. Development and initial validation of the Minnesota Edinburgh complexity assessment method (MECAM) for use within the keep well health check. NHS Health Scotland. 2011.
  36. 36. Troigros O, Béjot Y, Rodriguez PM, Shoaib F, Ellis H, Wade D. Measuring complexity in neurological rehabilitation: the Oxford Case Complexity Assessment measure (OCCAM). Clinical Rehabilitation. 2014;28(5):499–507. pmid:24275452
  37. 37. Moore G, Hepworth G, Weiland T, Manias E, Gerdtz MF, Kelaher M, et al. & Dunt D. Prospective validation of a predictive model that identifies homeless people at risk of re-presentation to the emergency department. Australasian Emergency Nursing J. 2012;15(1):2–13. pmid:22813618
  38. 38. Boult C, Kessler J, Urdangarin C, Boult L, Yedidia P. Identifying workers at risk for high health care expenditures: a short questionnaire. Disease Management. 2004;7(2):124–135. pmid:15228797
  39. 39. Reuben DB, Keeler E, Seeman TE, Sewall A, Hirsch SH, Guralnik JM. Development of a method to identify seniors at high risk for high hospital utilization. Med Care. 2002:782–793. pmid:12218769
  40. 40. Sackett K, Smith T, D’Angelo L, Pope R, Hendricks C. The Medicare health risk assessment program. Case Manager. 2001;12(3):52–55. pmid:11351235
  41. 41. Boult C, Pualwan TF, Fox PD, Pacala JT. Identification and assessment of high-risk seniors. Am J Manag Care. 1998;4(8):1137–1146.
  42. 42. Pacala JT, Boult C, Boult L. Predictive validity of a questionnaire that identifies older persons at risk for hospital admission. J Am Geriatrics Society. 1995;43(4):374–347. pmid:7706626
  43. 43. Mion LC, Palmer RM, Anetzberger GJ, Meldon SW. Establishing a case‐finding and referral system for at‐risk older individuals in the emergency department setting: the SIGNET model. J Am Geriatrics Society. 2001;49(10):1379–1386. pmid:11890500
  44. 44. Shelton P, Sager MA, Schraeder C. The community assessment risk screen (CARS): identifying elderly persons at risk for hospitalization or emergency department visit. Am J Manag Care. 2000;6(8):925–933. pmid:11186504
  45. 45. Reading CL, Wien F. Health inequalities and social determinants of Aboriginal peoples’ health. Prince George, BC: Nat Collaborating Centre Aboriginal Health. 2009;1–47.
  46. 46. Czyzewski K. Colonialism as a broader social determinant of health. International Indigenous Policy J. 2011;2(1).
  47. 47. Gone JP, Hartmann WE, Pomerville A, Wendt DC, Klem SH, Burrage RL. The impact of historical trauma on health outcomes for Indigenous populations in the USA and Canada: A systematic review. Am Psychologist. 2019;74(1):20. pmid:30652897
  48. 48. Richmond CA, Cook C. Creating conditions for Canadian aboriginal health equity: the promise of healthy public policy. Public Health Reviews. 2016;37(1):1–16. pmid:29450044
  49. 49. Adelson N. The embodiment of inequity: Health disparities in Aboriginal Canada. Can J Public Health. 2005;96(2):45–61. pmid:16078555
  50. 50. Truth and Reconciliation Commission of Canada. Honouring the truth, reconciling for the future: Summary of the final report of the Truth and Reconciliation Commission of Canada. Truth and Reconciliation Commission of Canada; 2015B.
  51. 51. King M, Smith A, Gracey M. Indigenous health part 2: the underlying causes of the health gap. The Lancet. 2009;374(9683):76–85. pmid:19577696
  52. 52. Crowshoe L, Dannenbaum D, Green M, Henderson R, Hayward MN, Toth E. Type 2 diabetes and Indigenous peoples. Can J Diabetes. 2018;42:296–306.
  53. 53. Boyer Y. Healing racism in Canadian health care. CMAJ. 2017;189(46):1408–1409. pmid:29158453
  54. 54. Danso R. Cultural competence and cultural humility: A critical reflection on key cultural diversity concepts. J Social Work. 2018;18(4):410–430.
  55. 55. Curtis E, Jones R, Tipene-Leach D, Walker C, Loring B, Paine SJ, et al. Why cultural safety rather than cultural competency is required to achieve health equity: a literature review and recommended definition. Int J Equity Health. 2019;18(1):1–17.
  56. 56. United Nations Department of Economic and Social Affairs: Indigenous Peoples-Mandated areas health. United Nations. 2021 [cited 2021 October 20]. Available from: https://www.un.org/development/desa/indigenouspeoples/mandated-areas1/health.html.
  57. 57. Randall DA, Lujic S, Havard A, Eades SJ, Jorm L. Multimorbidity among Aboriginal people in New South Wales contributes significantly to their higher mortality. Med J Aust. 2018;209(1):19–23. pmid:29954311
  58. 58. Nasir BF, Toombs MR, Kondalsamy-Chennakesavan S, Kisely S, Gill NS, Black E, et al. Common mental disorders among Indigenous people living in regional, remote and metropolitan Australia: a cross-sectional study. BMJ Open. 2018;8(6):e020196. pmid:29961007
  59. 59. Chandler MJ, Lalonde C. Cultural continuity as a hedge against suicide in Canada’s First Nations. Transcultural Psychiatry. 1998;35(2):191–219.
  60. 60. Harlow A, Bohanna I, Clough A. A systematic review of evaluated suicide prevention programs targeting Indigenous youth. Crisis. 2014;35:1–12.
  61. 61. Nelson SE, Wilson K. Understanding barriers to health care access through cultural safety and ethical space: Indigenous people’s experiences in Prince George, Canada. Soc Sci Med. 2018;218:21–27. pmid:30316132
  62. 62. Durey A, Thompson SC. Reducing the health disparities of Indigenous Australians: Time to change focus. BMC Health Serv Res. 2012;12(1):151. pmid:22682494
  63. 63. Lambert M, Luke J, Downey B, Crengle S, Kelaher M, Reid S, et al. Health literacy: Health professionals’ understandings and their perceptions of barriers that Indigenous patients encounter. BMC Health Serv Res. 2014;14(1):614–614. pmid:25471387
  64. 64. Vass A, Mitchell A, Dhurrkay Y. Health literacy and Australian Indigenous Peoples: An analysis of the role of language and worldview. Health Promotion J Aust. 2011;22(1):33–37. pmid:21717835
  65. 65. Lin I, Coffin J, Bullen J, Barnabe C. Opportunities and challenges for physical rehabilitation with indigenous populations. Pain Reports. 2020;5(5):e838. pmid:33490838
  66. 66. Baskin C, Sinclair D. Social work and Indigenous peoples in Canada. In Encyclopedia of social work. 2015.
  67. 67. Hollinsworth D. Decolonizing Indigenous disability in Australia. Disability and Society. 2013;28(5):601–615.
  68. 68. Anderson I, Cowlishaw G, Morris B. The ethics of the allocation of health resources. Race matters. 1997:191–208.
  69. 69. Anderson JM, Rodney P, Reimer‐Kirkham S, Browne AJ, Khan KB, Lynam MJ. Inequities in health and healthcare viewed through the ethical lens of critical social justice. Adv Nursing Sci. 2009;32(4):282–294.
  70. 70. Browne AJ, Smye VL, Rodney P, Tang SY, Mussell B, O’Neil J. Access to primary care from the perspective of Aboriginal patients at an urban emergency department. Qual Health Res. 2011;21(3):333–348. pmid:21075979
  71. 71. Cameron BL, del Pilar Carmargo Plazas M, Santos Salas A, Bourque Bearskin L, Hungler K. Understanding inequalities in access to healthcare services for Aboriginal people: A call for nursing action. Adv Nursing Sci. 2014;37(3):1–16.
  72. 72. Horrill T, McMillan DE, Schultz A, Thompson G. Understanding access to healthcare among Indigenous peoples: A comparative analysis of biomedical and postcolonial perspectives. Nursing Inquiry. 2018;25(3):e12237. pmid:29575412
  73. 73. Lavoie JG, Kaufert J, Browne AJ, O’Neil JD. Managing Matajoosh: Determinants of First Nations’ cancer care decisions. BMC Health Serv Res. 2016;16(1):1–12. pmid:27538389
  74. 74. Reimer‐Kirkham S, Anderson JM. Postcolonial nursing scholarship: From epistemology to method. Adv Nursing Science. 2002;25(1):1–17.
  75. 75. Burnette CE, Sanders S, Butcher HK, Rand JT. A toolkit for ethical and culturally sensitive research: An application with indigenous communities. Ethics Social Welfare. 2014;8(4):364–382.
  76. 76. First Nations Health Authority. Creating a climate for change. First Nations Health Authority. 2021 [cited 2021 October 20]. Available from: https://www.fnha.ca/wellness/wellness-and-the-first-nations-health-authority/cultural-safety-and-humility.
  77. 77. Stout MD, Downey B. Epilogue: Nursing, Indigenous peoples and cultural safety: So what? Now what? Contemporary Nurse. 2006;22(2):327–332.
  78. 78. Kirmayer LJ, Gone JP, Moses J. Rethinking historical trauma. 2014:299–319.
  79. 79. Allan B, Smylie J. First peoples, second class treatment: the role of racism in the health and well-being of indigenous peoples in Canada, discussion paper. Wellesley Institute. 2015.
  80. 80. Bryant J, Bolt R, Botfield JR, Martin K, Doyle M, Murphy D, et al. Beyond deficit: “strengths‐based approaches” in Indigenous health research. Soc Health and Illness. 2021;43(6):1405–1421.
  81. 81. Kennedy A, Sehgal A, Szabo J, McGowan K, Lindstrom G, Roach P, et al. Indigenous strengths-based approaches to healthcare and health professions education–Recognising the value of Elders’ teachings. Health Education Journal. 2022;81(4):423–438. pmid:35531386
  82. 82. Khalil H, Peters M, Godfrey CM, McInerney P, Soares CB, Parker D. An evidence‐based approach to scoping reviews. Worldviews Evidence‐Based Nursing. 2016;13(2):118–123. pmid:26821833
  83. 83. Cidro J, Maar M, Peressini S, Schroth RJ, Broughton J, Jamieson L, et al. Strategies for meaningful engagement between community-based health researchers and First Nations participants. Front Pub Health. 2017;5:138. pmid:28713800
  84. 84. Tremblay MC, Bradette-Laplante M, Bérubé D, Brière É, Moisan N, Niquay D, et al. Engaging Indigenous patient partners in patient-oriented research: lessons from a one-year initiative. Res Involvement Engagement. 2020;6(1):1–11. pmid:32760594