Cited by 0Mental Health Treatment and AccessIndigenous Health, Education, and RightsCultural Competency in Health Care

The DOI matches its Crossref record; 27 of the 27 references it cites were found in a registry or an index; 14 of the 76 sources its claims cite were checked for support.

Voices of the Pacific: Pacific Peoples’ Conceptualisations of Anxiety in Aotearoa New Zealand—Findings from a Cross-Sectional Survey

Open access
Chandra, Lorisha A., McLean-Orsborn, Sarah, Tone-Graham, Pesetā Veronica, Kapeli, Sarah A.·2026·International Journal of Environmental Research and Public Health

Abstract

Pacific peoples in Aotearoa New Zealand (Aotearoa is the Indigenous Te Reo Māori name of New Zealand) experience disproportionately higher rates of anxiety than the general population. However, while informal relational support is strongly utilised, formal or professional help-seeking remains comparatively low. Understanding how Pacific peoples conceptualise anxiety is critical for addressing this disparity. This study provides a snapshot of Pacific peoples’ understandings of anxiety in Aotearoa NZ. A total of 548 Pacific peoples aged 16 to 83 years who resided in Aotearoa NZ completed the Pasifika Mental Health in Aotearoa (PMHA) survey between 2018 and 2019, which included questions about anxiety. Inductive Content Analysis (CA) grounded by Pacific epistemologies was used to categorise open-ended responses, and participants’ response frequencies were analysed. The findings suggest that anxiety was understood as a transient, everyday experience, rather than a prolonged mental health condition. Informal relational support networks were strongly preferred in addressing or managing anxiety, followed by professional support. Perceived causes of anxiety were complex and evenly attributed to experiential, contextual, and health-related risk factors, highlighting the centrality of holism in Pacific worldviews. These findings suggest a nuanced understanding of anxiety that challenges deficit-based assumptions about Pacific peoples’ Mental Health Literacy (MHL), and emphasises the ongoing need for more culturally responsive, community-based, relational, and holistic mental health support.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

This cross-sectional survey of 548 Pacific peoples in Aotearoa New Zealand found anxiety was mostly conceptualised as an everyday, transient experience rather than a prolonged mental health condition, with a strong preference for informal relational support. The findings challenge deficit-based assumptions about Pacific mental health literacy and support culturally responsive, community-based, relational, and holistic care.

Key findings

  • Among 427 respondents to “What do you think ‘anxiety’ is?”, 52% (n = 773) identified general symptoms such as worry, overthinking, or fear; 25% (n = 365) described multiple symptoms affecting thoughts, emotions, and behaviours; only 12% (n = 177) identified DSM-5-TR symptoms, 3% (n = 51) recognised anxiety as an illness, and 2% (n = 34) described it as persistent.
  • Among 411 respondents on what is best to do, 59% (n = 524) endorsed seeking informal support, 14% (n = 127) formal support, 12% (n = 104) physical activities, and 7% (n = 61) self-education or self-care.
  • Among 402 respondents on causes, perceived causes were evenly distributed: environmental and/or situational pressures 37% (n = 328), experiential factors 28% (n = 251), and health-related factors 28% (n = 255).

Methods

  • Data came from the Pasifika Mental Health in Aotearoa (PMHA) cross-sectional survey (online and paper), collected in 2018–2019 from 548 self-identified Pacific peoples aged 16–83 years who normally lived in Aotearoa NZ; 99% completed online, with 84.8% women, 14.6% men, 0.6% gender diverse, and median age 25.
  • The study analysed three open-ended anxiety questions: what anxiety is, what is best to do if you or someone you know has anxiety, and what causes anxiety. Inductive Content Analysis was used, with coding definitions developed iteratively and reviewed by co-authors; discrepancies were resolved by consensus, and final codes were quantified in SPSS Version 30 and presented as response frequencies.

Limitations

  • The paper states that findings were not disaggregated by specific Pacific ethnic groups; the sample was not fully representative of the wider Pacific population, with overrepresentation of younger participants (<45 years), females, and Auckland-based participants, limiting generalisability to older adults, Pacific men, and those outside urban regions.
  • The paper also states that the online, English-language survey may have introduced self-selection and language biases, excluding individuals with limited digital access or English proficiency; the cross-sectional design provides only a snapshot in time, and reliance on survey data limited the depth achievable through Talanoa-based qualitative methods.
  • Evident from the text: the gender imbalance (84.8% women vs 14.6% men) and young median age (25) further constrain generalisability, and because responses could be coded across multiple categories, frequencies reflect coded segments rather than individual endorsement.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/ijerph23030291

Cites

27 of 27 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

14 of 76 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Mainstream Western models of mental health are grounded in individualism and diagnostic categorisation and often fail to account for the relational, spiritual, and collective dimensions of wellbeing across Pacific worldviews.

    “Mainstream Western models of mental health are grounded in individualism and diagnostic categorisation that often fail to account for the relational, spiritual, and collective dimensions of how wellbeing is understood and expressed across Pacific worldviews [15,16,17].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [15] Agnew, F., Pulotu-Endemann, F.K., Robinson, G., Suaalii-Sauni, T., Warren, H., Wheeler, A., Erick, M., Hingano, T., and Schmidt-Sopoaga, H. (2004). Pacific Models of Mental Health Service Delivery in New Zealand (“PMMHSD”) Project, Health Research Council of New Zealand.
    • cites [16] Summerfield, 2008, How Scientifically Valid Is the Knowledge Base of Global Mental Health?, BMJ source

      In “Classification and diagnosis,” Summerfield describes DSM and ICD categories as Western cultural constructs. In “Cultural variability of mental disorder,” he says distress may be understood through social, moral, and supernatural dimensions that mainstream psychiatric literature underrepresents. The paper does not specifically discuss Pacific worldviews or establish that Western models are grounded in individualism. Page numbers are not available in our copy. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites [17] Snow, 2024, Mental Health Literacy in Polynesian Native Hawaiian and Other Pacific Islanders, Int. J. Ment. Health Nurs. source

      The Mental health literacy section says cultures respond differently to mental health challenges and that understanding mental health literacy in cultural context remains limited. The Mental health of Native Hawaiian and Other Pacific Islanders section also identifies a perceived lack of culturally responsive providers. These passages support the need for cultural responsiveness, but do not describe Western models as individualistic or diagnostically categorical, or say they overlook relational, spiritual, and collective dimensions of Pacific wellbeing; page numbers are unavailable in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Premisecitation

    Pacific peoples in Aotearoa New Zealand experience higher rates of anxiety than the general population.

    “Pacific peoples in Aotearoa New Zealand (Aotearoa is the Indigenous Te Reo Māori name of New Zealand) experience disproportionately higher rates of anxiety than the general population.”
    • Also stated in: § 1. Introduction · plain
      “Pacific peoples experience higher rates of anxiety (16.2%) in comparison to the general population (14.8%) and have greater comorbidities associated with anxiety [4,5,6].”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites [4] Oakley Browne, M.A., Wells, J.E., and Scott, K.M. (2006). Pacific People, Te Rau Hinengaro: The New Zealand Mental Health Survey.
    • cites [5] Ministry of Health (2026, January 08). Annual Update of Key Results 2022/23: New Zealand Health Survey, Available online: https://www.health.govt.nz/publications/annual-update-of-key-results-202223-new-zealand-health-survey.
    • cites [6] Page, 2022, Estimating the Difference in Prevalence of Common Mental Disorder Diagnoses for Aboriginal and Torres Strait Islander Peoples Compared to the General Australian Population, Epidemiol. Psychiatr. Sci. source

      The Results (page unavailable) report higher rates of self-reported mood or anxiety disorder diagnoses among Aboriginal and Torres Strait Islander peoples than in the general Australian population. They do not establish higher anxiety rates specifically among Pacific peoples in Aotearoa New Zealand; the claim applies the finding to a different population and country. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
  • Premisecitation

    Consistent with Pacific frameworks, such as the Fonofale Model and prior research that has indicated the centrality of social connections for Pacific peoples, wellbeing is grounded in family and collective relationships.

    “Consistent with Pacific frameworks [39,40], such as the Fonofale Model [27] and prior research [10,22] that has indicated the centrality of social connections for Pacific peoples, wellbeing is grounded in family and collective relationships.”
    Quote in the paperNot a substantial claim1 of 5 sources checked
    • cites [39] Tualaulelei, 2019, The Pacific Research Paradigm: Opportunities and Challenges, MAI J.
    • cites [40] Health Promotion Forum of New Zealand (2026, January 25). Pacific Health Models. Available online: https://hpfnz.org.nz/pacific-health-promotion/pacific-health-models.
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
    • cites [10] Kapeli, 2025, Pacific Peoples’ Conceptualisations of Depression in Aotearoa New Zealand: Findings from a Cross-Sectional Survey, J. R. Soc. N. Z. source
    • cites [22] Kapeli, 2024, Higher Levels of Social Support Predict Lower Psychological Distress for Pacific Peoples Living in Aotearoa New Zealand, Sci. Rep. source

      Checked before — its earlier verdict is held back until a new check runs.

  • Findingown data

    255 participants (28%) identified health-related factors as perceived causes of anxiety, including references to physical health and mental wellbeing.

    “Similarly, 255 participants (28%) identified health-related factors as perceived causes of anxiety, including references to physical health and mental wellbeing.”
    Quote in the paperNot a substantial claim
  • Findingown data

    The second most frequent category, 'Caused by experiential factors' (n = 251; 28%), linked anxiety to life events and lived experiences.

    “The second most frequent category, ‘Caused by experiential factors’ (n = 251; 28%), linked anxiety to life events and lived experiences, highlighting a temporal and relational understanding of anxiety.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. 49
  • It may state two separate claims as one. 44
  • Probably not a substantial claim.

    Premisecitation

    The present study employs an inductive content analysis approach, allowing patterns and key ideas to be derived from the responses.

    “Alternatively, the present study employs an inductive approach, allowing patterns and key ideas to be derived from the responses [33,34,35,36].”
    Quote in the paperSubstantial claim3 of 4 sources checked
    • cites [33] Im, 2023, Qualitative Research in Healthcare: Data Analysis, J. Prev. Med. Public Health source
    • cites [34] Crowe, 2015, Conducting Qualitative Research in Mental Health: Thematic and Content Analyses, Aust. N. Z. J. Psychiatry source
    • cites [35] Nishio, 2023, Content Analysis of Health-Related Subjects in the K12 School Curricula of Japan, Indonesia, Philippines, Guam, Micronesia, Marshall Islands, Palau, and Fiji, Trop. Med. Health source

      The Methods section (Development of questionnaires; page unavailable) describes selecting survey items and collecting partners’ answers, but does not describe an inductive approach or deriving patterns and key ideas from responses. A search for inductive content analysis and response coding found no passage in our copy that addresses the cited methodological claim. (LLM, conf=0.72)

      Experimental — accuracy not yet measured
    • cites [36] Vaismoradi, 2013, Content Analysis and Thematic Analysis: Implications for Conducting a Qualitative Descriptive Study, Nurs. Health Sci. source
  • It may state two separate claims as one.

    Premisecitation

    Pacific worldviews locate wellbeing within relational harmony, where distress is often expected to be managed collectively through existing connections within family, church, or community contexts.

    “Meanwhile, Pacific worldviews locate wellbeing within relational harmony, where distress is often expected to be managed collectively through existing connections within family, church, or community contexts [20,21,22].”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [20] Tamasese, 2005, Ole Taeao Afua, the New Morning: A Qualitative Investigation Into Samoan Perspectives on Mental Health and Culturally Appropriate Services, Aust. N. Z. J. Psychiatry source

      The paper describes Samoan wellbeing through relational harmony and identifies family, churches and communities as sources of support (pp. 4, 7–8). But the Discussion (p. 7) explicitly says its findings cannot be generalized to other Pacific Island communities, so it does not support the claim about Pacific worldviews broadly. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
    • cites [21] Whistler, W.A. (1996). Samoan Herbal Medicine: = `O Lā`au Ma Vai Fofō o Samoa, Isle Botanica.
    • cites [22] Kapeli, 2024, Higher Levels of Social Support Predict Lower Psychological Distress for Pacific Peoples Living in Aotearoa New Zealand, Sci. Rep. source

      The Introduction’s discussion of vā and the Conclusion describe Pacific wellbeing in relational terms. The Discussion links social support and community connections with lower psychological distress. But the paper does not say that distress is expected to be managed collectively through existing family, church, or community connections; it does not identify church as a setting for such management. Page numbers are unavailable in our copy. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Content analysis is a systematic approach for identifying and analysing patterns in qualitative and quantitative research, widely used in healthcare, social and community psychological research.

    “CA is a systematic approach for identifying and analysing patterns in qualitative and quantitative research, and is widely used in healthcare, social and community psychological research [33,34,35,36].”
    Quote in the paperNot a substantial claim3 of 4 sources checked
    • cites [33] Im, 2023, Qualitative Research in Healthcare: Data Analysis, J. Prev. Med. Public Health source

      The Qualitative Content Analysis section (page unavailable) describes content analysis as a method using qualitative and quantitative approaches to identify categories, and says it is used in several fields, including public health. It does not establish that content analysis is widely used specifically in social or community psychological research. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
    • cites [34] Crowe, 2015, Conducting Qualitative Research in Mental Health: Thematic and Content Analyses, Aust. N. Z. J. Psychiatry source
    • cites [35] Nishio, 2023, Content Analysis of Health-Related Subjects in the K12 School Curricula of Japan, Indonesia, Philippines, Guam, Micronesia, Marshall Islands, Palau, and Fiji, Trop. Med. Health source

      The Methods (Development of questionnaires; no page given) describe a structured survey of health-related topics in school curricula, so the paper provides an example of analysing health-related content. It does not state that content analysis identifies patterns in both qualitative and quantitative research or that it is widely used across healthcare, social, and community psychological research. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [36] Vaismoradi, 2013, Content Analysis and Thematic Analysis: Implications for Conducting a Qualitative Descriptive Study, Nurs. Health Sci. source

      The “Definition of content analysis and thematic analysis” section describes content analysis as a systematic approach for finding patterns in text. “Aim and focus of data analysis” says it can analyse data qualitatively while also quantifying it, and discusses its use in nursing. Our copy does not establish that it is widely used in social or community psychological research; page numbers were not available. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Premisecitation

    Dominant clinical frameworks often lack cultural alignment, and terms such as "anxiety" may not translate meaningfully into Pacific contexts, contributing to under-recognition of distress and delayed engagement with support services.

    “Dominant clinical frameworks often lack this cultural alignment, where terms such as “anxiety” may not translate meaningfully into Pacific contexts and, instead, contribute to the under-recognition of distress and delayed engagement with support services [17,26].”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [17] Snow, 2024, Mental Health Literacy in Polynesian Native Hawaiian and Other Pacific Islanders, Int. J. Ment. Health Nurs. source

      The “Mental health of Native Hawaiian and Other Pacific Islanders” section identifies low mental health awareness, lack of knowledge, and a perceived lack of culturally responsive providers as barriers to treatment. The copy does not say that “anxiety” fails to translate meaningfully in Pacific contexts or that clinical terminology causes under-recognition of distress and delayed engagement. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [26] Fleming, W. (2026, January 09). Dr Sarah Kapeli—Let’s Get Pre-Sifik Episode 10. Available online: https://www.youtube.com/watch?v=LQm42VXlC6A.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Snowball sampling is particularly effective for exploring sensitive topics and increasing participation through Pacific peoples' existing relational networks.

    “This method is particularly effective for exploring sensitive topics and increasing participation through Pacific peoples’ existing relational networks [19,29,30].”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [19] 2023, Complementing Cognitive Behavioral Therapy (CBT) for Pacific Peoples in New Zealand, J. Pac. Rim Psychol.
    • cites [29] Kalsbeek, 2003, Sampling Minority Groups in Health Surveys, Stat. Med. source
    • cites [30] Ting, 2025, Snowball Sampling: A Review and Guidelines for Survey Research, Asian J. Bus. Res. source

      The Introduction says snowball sampling is useful for sensitive topics because it uses trust within social connections to encourage participation. The Higher Response Rates section likewise describes increased participation through trusted referrals. Neither passage addresses Pacific peoples or establishes that the method is particularly effective within their relational networks. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Findingown data

    The analysis enabled insights into the conceptualisation of how anxiety is understood by Pacific peoples in Aotearoa NZ, the identification of preferences for managing anxiety, and the identification of perceived risk factors that cause anxiety.

    “Specifically, the analysis enabled insights into (1) the conceptualisation of how anxiety is understood by Pacific peoples in Aotearoa NZ, (2) the identification of preferences for managing anxiety, and (3) the identification of perceived risk factors that cause anxiety.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Participants did not reject formal mental health services, but viewed them as complementary to informal support.

    “Additionally, participants did not reject formal mental health services, but viewed them as complementary to informal support.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingreasoning

    Because each response could be coded across multiple categories, the analysis of Question 2 resulted in 890 coded segments.

    “Given that each response could be coded across multiple categories, the analysis resulted in 890 coded segments.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingreasoning

    Because each response could be coded across multiple categories, the analysis of Question 1 resulted in 1478 coded segments.

    “Given that each response could be coded across multiple categories, the analysis resulted in 1478 coded segments.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    A smaller proportion of participants recognised anxiety as an illness (n = 51; 3%) or as a condition characterised by persistent symptoms (n = 34; 2%).

    “A smaller proportion of participants recognised anxiety as an illness (n = 51; 3%) or as a condition characterised by persistent symptoms (n = 34; 2%).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Perceived causes of anxiety were complex and evenly attributed to experiential, contextual, and health-related risk factors, highlighting the centrality of holism in Pacific worldviews.

    “Perceived causes of anxiety were complex and evenly attributed to experiential, contextual, and health-related risk factors, highlighting the centrality of holism in Pacific worldviews.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The survey sample is sufficiently representative of Pacific peoples in Aotearoa New Zealand for the findings to generalise to Pacific peoples.
    • Rests on an assumption: Participants’ open-ended responses accurately reflect their conceptualisations of anxiety.
  • It may state two separate claims as one.

    Findingown data

    Findings revealed an almost equal distribution of perceived causes across environmental, experiential, and health-related factors, including academic or work pressures, past trauma, and existing health conditions.

    “Findings revealed an almost equal distribution of perceived causes across environmental, experiential, and health-related factors, including academic or work pressures, past trauma, and existing health conditions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingreasoning

    The analysis resulted in 898 coded segments.

    “Given that each response could be coded across multiple categories, the analysis resulted in 898 coded segments.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Barriers to mental health care for Pacific peoples include stigma, discrimination, socioeconomic deprivation, reliance on family-based support, conflicting priorities, historical mistrust in formal support services, and limited knowledge or access to culturally grounded mental health support.

    “Such barriers include stigma, discrimination, socioeconomic deprivation, reliance on family-based support, conflicting priorities, historical mistrust in formal support services, and limited knowledge or access to culturally grounded mental health support [7,8,9,10].”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [7] Cunningham, 2025, Psychological Distress and Diagnosed Mood and Anxiety Disorders in Pacific Adults: A Pooled Analysis of Five Consecutive New Zealand Health Survey Years, Kōtuitui N. Z. J. Soc. Sci. Online
    • cites [8] Cartwright, 2021, Barriers and Supports Experienced by Pacific Peoples in Aotearoa New Zealand’s Mental Health Services, J. Cross-Cult. Psychol. source
    • cites [9] Kapeli, 2020, Perceived Discrimination Is Associated with Poorer Health and Well-being Outcomes among Pacific Peoples in New Zealand, J. Community Appl. Soc. Psychol. source
    • cites [10] Kapeli, 2025, Pacific Peoples’ Conceptualisations of Depression in Aotearoa New Zealand: Findings from a Cross-Sectional Survey, J. R. Soc. N. Z. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Practical challenges such as cost or transport may accompany barriers to mental health care for Pacific peoples.

    “These barriers may be accompanied by practical challenges like cost or transport [4,5,7,8,9,10,11,12].”
    Quote in the paperNot a substantial claim0 of 8 sources checked
    • cites [4] Oakley Browne, M.A., Wells, J.E., and Scott, K.M. (2006). Pacific People, Te Rau Hinengaro: The New Zealand Mental Health Survey.
    • cites [5] Ministry of Health (2026, January 08). Annual Update of Key Results 2022/23: New Zealand Health Survey, Available online: https://www.health.govt.nz/publications/annual-update-of-key-results-202223-new-zealand-health-survey.
    • cites [7] Cunningham, 2025, Psychological Distress and Diagnosed Mood and Anxiety Disorders in Pacific Adults: A Pooled Analysis of Five Consecutive New Zealand Health Survey Years, Kōtuitui N. Z. J. Soc. Sci. Online
    • cites [8] Cartwright, 2021, Barriers and Supports Experienced by Pacific Peoples in Aotearoa New Zealand’s Mental Health Services, J. Cross-Cult. Psychol. source
    • cites [9] Kapeli, 2020, Perceived Discrimination Is Associated with Poorer Health and Well-being Outcomes among Pacific Peoples in New Zealand, J. Community Appl. Soc. Psychol. source
    • cites [10] Kapeli, 2025, Pacific Peoples’ Conceptualisations of Depression in Aotearoa New Zealand: Findings from a Cross-Sectional Survey, J. R. Soc. N. Z. source
    • cites [11] StatsNZ (2026, January 08). Wellbeing Statistics: 2023 (Updated), Available online: https://www.stats.govt.nz/information-releases/wellbeing-statistics-2023/.
    • cites [12] Kapeli, 2023, Pasifika Perceptions of Pacific Men and Women and Their Interrelationship with Mental Health in Aotearoa, Waka Kuaka J. Polyn. Soc. source
  • It may state two separate claims as one.

    Premisecitation

    Existing research on Pacific conceptualisations of anxiety has predominantly focused on prevalence, service utilisation, and structural barriers to care, and empirical evidence on how Pacific peoples define, interpret, or experience anxiety is limited.

    “Despite these ongoing disparities, existing research on Pacific conceptualisations of anxiety (and mental health more broadly) has predominantly focused on prevalence, service utilisation, and structural barriers to care. Research on how anxiety is understood or conceptualised within Pacific communities is limited.”
    • Also stated in: § 1. Introduction · plain
      “Consequently, there remains limited empirical evidence exploring Pacific conceptualisations of anxiety, their help-seeking preferences, and perceptions of what causes anxiety [7,14].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [7] Cunningham, 2025, Psychological Distress and Diagnosed Mood and Anxiety Disorders in Pacific Adults: A Pooled Analysis of Five Consecutive New Zealand Health Survey Years, Kōtuitui N. Z. J. Soc. Sci. Online
    • cites [14] Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
  • It may state two separate claims as one.

    Premisecitation

    Among Pacific adults in Aotearoa New Zealand diagnosed with a mood and/or anxiety disorder, only 25% had sought support from mental health services, compared to 58% of the general population.

    “While 8% of Pacific adults in Aotearoa NZ are diagnosed with a mood and/or anxiety disorder, only 25% of those diagnosed had sought support from mental health services, compared to 58% of the general population [4].”
    • Also stated in: § Abstract · plain
      “However, while informal relational support is strongly utilised, formal or professional help-seeking remains comparatively low.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [4] Oakley Browne, M.A., Wells, J.E., and Scott, K.M. (2006). Pacific People, Te Rau Hinengaro: The New Zealand Mental Health Survey.
  • It may state two separate claims as one.

    Premisecitation

    Western frameworks classify anxiety as a discrete clinical disorder based on neurochemical and cognitive dysfunction, with treatment through psychotherapeutic or pharmacological interventions.

    “Instead, Western frameworks classify anxiety as a discrete clinical disorder based on neurochemical and cognitive dysfunction, with treatment through psychotherapeutic or pharmacological interventions [18,19].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [18] Stein, 2015, Generalized Anxiety Disorder, N. Engl. J. Med. source
    • cites [19] 2023, Complementing Cognitive Behavioral Therapy (CBT) for Pacific Peoples in New Zealand, J. Pac. Rim Psychol.
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductnone given

    Although these findings may not represent the wider Pacific population in Aotearoa NZ, they successfully provided a snapshot of how anxiety is understood within the present sample.

    “Although these findings may not represent the wider Pacific population in Aotearoa NZ, they successfully provided a snapshot of how anxiety is understood within the present sample.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Any coding discrepancies were resolved by reaching consensus.

    “Any coding discrepancies were resolved by reaching consensus.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductnone given

    Coding definitions were developed iteratively through repeated engagement with the data, with regular review from co-authors, to enhance rigour and minimise bias.

    “To enhance rigour and minimise bias, coding definitions were developed iteratively through repeated engagement with the data, and regular review from the co-authors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationown data

    The identification of formal support (14%) further suggests that professional services are recognised as important but may be most effective when delivered in a complementary way.

    “The identification of formal support (14%) further suggests that professional services are recognised as important but may be most effective when delivered in a complementary way.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    Voluntary submission of the survey constituted informed consent.

    “As outlined in the PIS, the voluntary submission of the survey constituted informed consent.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Interpretationown data

    With 59% of participants endorsing 'Seeking Informal Support', strengthening interventions that operate within existing relational networks may be particularly relevant.

    “With 59% of participants endorsing ‘Seeking Informal Support’, strengthening interventions that operate within existing relational networks may be particularly relevant.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    Together, these findings are consistent with holistic and relational models of wellbeing worldwide and are pertinent to Pacific communities.

    “Together, these findings are consistent with holistic and relational models of wellbeing worldwide and are pertinent to Pacific communities (see The Fonofale Model) [27].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
  • It may state two separate claims as one.

    Interpretationown data

    Pacific peoples value seeking support, but the preference for support through existing relational networks, such as family and friends, is much stronger.

    “These findings suggest an awareness of anxiety as a health condition requiring some specialised or professional care, and that while Pacific peoples value seeking support, the preference for support through existing relational networks, such as family and friends, is much stronger.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    While participants' responses were coded individually and do not imply that each person endorsed all domains, the overall pattern is consistent with holistic understandings of wellbeing.

    “While participants’ responses were coded individually and do not imply that each person endorsed all domains, the overall pattern is consistent with holistic understandings of wellbeing.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductnone given

    The survey was piloted with volunteers from Pacific communities, and their feedback was used to further refine it.

    “The survey was then piloted with volunteers from Pacific communities, whose feedback was used to further refine it.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationown data

    These proposals emerge directly from the observed results, suggesting that formal services may be strengthened through relational integration and cultural alignment.

    “These proposals emerge directly from the observed results, suggesting that formal services may be strengthened through relational integration and cultural alignment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationcitation

    As Whistler suggests, this may look like incorporating and normalising traditional Pacific healing practices.

    “As Whistler [21] suggests, this may look like incorporating and normalising traditional Pacific healing practices.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Whistler, W.A. (1996). Samoan Herbal Medicine: = `O Lā`au Ma Vai Fofō o Samoa, Isle Botanica.
  • It may state two separate claims as one.

    Study design and conductreasoning

    The sample was not fully representative of the wider Pacific population, with an overrepresentation of younger participants (<45 years), females, and Auckland-based participants.

    “Given this, the sample was not fully representative of the wider Pacific population, with an overrepresentation of younger participants (<45 years), females, and Auckland-based participants.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationown data

    These findings indicate a need for relational, community-based support measures that could enhance existing formal support.

    “Furthermore, they indicate a need for relational, community-based support measures that could enhance existing formal support.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductreasoning

    The content analysis framework aligned with the study's aim to privilege Pacific voices, ensuring that the findings remained culturally grounded and robust.

    “The CA framework aligned with the study’s aim to privilege Pacific voices, ensuring that the findings remained culturally grounded and robust.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Overall, these findings suggest that Pacific peoples value help-seeking, contrary to deficit-based assumptions about Pacific peoples' MHL and help-seeking behaviours.

    “Overall, these findings suggest that Pacific peoples value help-seeking, contrary to deficit-based assumptions about Pacific peoples’ MHL and help-seeking behaviours.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Deficit-based assumptions about Pacific peoples' mental health literacy and help-seeking behaviours exist.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The survey design choices ensured that the survey was more than just a data collection tool; it was a process reflective of Pacific values.

    “These design choices ensured that the survey was more than just a data collection tool; it was a process reflective of Pacific values.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    Of the 548 survey participants, 427 participants responded to the question 'What do you think 'anxiety' is?'.

    “Of the 548 survey participants, 427 participants responded to this question.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationown data

    The findings indicate that Pacific peoples in Aotearoa NZ have a strong understanding of anxiety, most often conceptualising it as an everyday, transient experience.

    “The findings indicate that Pacific peoples in Aotearoa NZ have a strong understanding of anxiety, most often conceptualising it as an everyday, transient experience.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Pacific peoples in Aotearoa NZ can be described as a group with shared conceptualisations of anxiety, despite ethnic diversity.
  • Probably not a substantial claim.

    Study design and conductnone given

    Guided by Talanoa principles, the use of open-ended survey questions enabled participants to express their understandings in their own words.

    “Guided by Talanoa principles, the use of open-ended survey questions enabled participants to express their understandings in their own words.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    This is evident in the Fonofale Model and Kapeli, where the model symbolises the wholeness of a Pacific person, drawing upon values of the broader Pacific community such as family, culture, and spirituality.

    “This is evident in the Fonofale Model [27] and Kapeli [14], where the model symbolises the wholeness of a Pacific person, drawing upon values of the broader Pacific community such as family, culture, and spirituality (refer to Talanoa values in Survey Description).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
    • cites [14] Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
  • It may state two separate claims as one.

    Study design and conductown data

    The survey sample included 291 Sāmoan (53.1% vs 49.3% of Pacific population), 156 Tongan (28.5% vs 20%), 62 Cook Island Māori (11.3% vs 19.1%), and 62 Niuean (11.3% vs 8.1%) participants.

    “Of the four largest represented Pacific ethnic groups in Aotearoa NZ according to the latest Census [32], the survey responses included 291 participants who identified as Sāmoan (53.1% of survey sample versus 49.3% of Pacific population), 156 participants who identified as Tongan (28.5% of survey sample versus 20% of Pacific population), 62 participants who identified as Cook Island Māori (11.3%”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [32] StatsNZ (2025, June 15). 2023 Census Population Counts (by Ethnic Group, Age, and Māori Descent) and Dwelling Counts. Available online: https://secure.livechatinc.com/customer/action/open_chat?license_id=6093951&group=0&embedded=1&widget_version=3&unique_groups=0&organization_id=5ab41134-d743-41a7-a32a-5057096f4195&use_parent_storage=1&x-region=us-south1.
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Study design and conductnone given

    Open-ended questions were prioritised in the survey to enable self-disclosure and deeper thought than tick-box responses allow.

    “For instance, open-ended questions were prioritised in the survey to enable self-disclosure and deeper thought than what tick-box responses allow.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductreasoning

    Inductive content analysis allowed new insights to surface without being constrained by existing frameworks, providing a culturally responsive method for working with Pacific data.

    “CA also allowed for new insights to surface without being constrained by existing frameworks, providing a culturally responsive method for working with Pacific data.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    Of the 548 survey participants, 402 participants responded to this question.

    “Of the 548 survey participants, 402 participants responded to this question.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Participants were informed that the survey was voluntary, anonymous, and confidential via a Participant Information Sheet.

    “Participants were informed that the survey was voluntary, anonymous, and confidential via a Participant Information Sheet (PIS).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    In Pacific research, researcher positionality is integral to methodological transparency because it informs the analytical approach and interpretation of findings.

    “Accordingly, researcher positionality is not peripheral, but integral to methodological transparency as it informs the analytical approach and interpretation of the findings [28].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [28] Keil, M., Sisifa, S., Thomsen, P., Baice, T., Veukiso-Ulugia, A., Manuela, S., Kapeli, S., McLean-Orsborn, S., Uasike Allen, J., and McRobie, S. (2026). “Operating in the Margins”: Pacific Researchers’ Reflections on Positionality in Pacific Research. Altern. Int. J. Indig. Peoples, 1–12. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    Of the 548 survey participants, 411 participants responded to the question 'If you or someone you know has anxiety, what do you think is the best thing to do?'.

    “Of the 548 survey participants, 411 participants responded to this question.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Study design and conductreasoning

    A key strength of this study is its non-invasive, culturally grounded design, which centres Pacific voices rather than imposing external Western frameworks.

    “A key strength of this study is its non-invasive, culturally grounded design, which centres Pacific voices rather than imposing external Western frameworks.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Study design and conductown data

    The diverse, large sample (n = 548) represented a range of demographics, including Pacific ethnic groups, age cohorts, and qualifications, offering perspectives on anxiety and mental health that are seldom captured in mainstream research.

    “The diverse, large sample (n = 548) represented a range of demographics, including Pacific ethnic groups, age cohorts, and qualifications, offering perspectives on anxiety and mental health that are seldom captured in mainstream research.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Study design and conductown data

    The survey included 548 Pacific peoples (14.6% men, 84.8% women, 0.6% gender diverse) with an age range from 16 to 83 years (Median = 25; Mean = 27; SD = 9.98).

    “The survey included responses (99% completed online via Qualtrics) from 548 Pacific peoples (14.6% men, 84.8% women, 0.6% gender diverse) with an age range from 16 to 83 years (Median = 25; Mean = 27; and Standard Deviation = 9.98).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationown data

    The findings from Question 2 provide a clear basis for shaping culturally aligned support pathways.

    “The findings from Question 2 provide a clear basis for shaping culturally aligned support pathways.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    The Fonofale model conceptualises Pacific wellbeing as holistic and relational, with distress understood as a disruption of balance across relational domains rather than as an isolated psychological pathology.

    “Although not a diagnostic tool, the Fonofale model provides a culturally grounded guide for understanding distress as a disruption of balance across these relational domains rather than as an isolated psychological pathology [27].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Paper copies were available to make the survey more accessible.

    “Paper copies were also available to make the survey more accessible.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    According to the APA, chronicity is central to DSM-5-TR definitions of anxiety disorders, rendering anxiety as debilitating and problematic.

    “According to the APA [2], chronicity is central to DSM-5-TR definitions of anxiety disorders, rendering anxiety as debilitating and problematic.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] American Psychiatric Association (2022). Diagnostic and Statistical Manual of Mental Disorders, American Psychiatric Association Publishing. [5th ed.]. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    In Aotearoa New Zealand, the legal age for informed consent to participate in research is 16 years, so individuals aged 16 years and older were eligible to provide consent independently.

    “In Aotearoa NZ, the legal age for informed consent to participate in research is 16 years; therefore, individuals aged 16 years and older were eligible to provide consent independently [31].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [31] Auckland Academic Health Alliance (2019). Auckland Health Research Ethics Committee (AHREC) Applicant’s Manual, Auckland Health Research Ethics Committee (AHREC).
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Such multidimensional understandings of wellbeing recognise that many interconnected factors shape experiences of anxiety, and wellbeing overall.

    “Such multidimensional understandings of wellbeing recognise that many interconnected factors shape experiences of anxiety, and wellbeing overall [27].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    Together, these findings suggest that clinical practices may benefit from holistic assessment and treatment pathways that align with Pacific worldviews.

    “Together, these findings suggest that clinical practices may benefit from holistic assessment and treatment pathways that align with Pacific worldviews.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductreasoning

    The researchers' Pacific positioning ensures the findings remain grounded in Pacific lived realities and are reflective of their cultural context.

    “Specifically, this positioning ensures the findings remain grounded in Pacific lived realities and are reflective of their cultural context.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Pacific peoples widely recognise anxiety symptoms and tend to conceptualise anxiety as an everyday, transient experience.

    “Together, these findings suggest that Pacific peoples widely recognise anxiety symptoms and tend to conceptualise anxiety as an everyday, transient experience.”
    • Also stated in: § Abstract · hedged
      “The findings suggest that anxiety was understood as a transient, everyday experience, rather than a prolonged mental health condition.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The survey sample is sufficiently representative of Pacific peoples in Aotearoa New Zealand for the findings to generalise to Pacific peoples.
    • Rests on an assumption: Participants’ open-ended responses accurately reflect their conceptualisations of anxiety.
  • Probably not a substantial claim.

    Study design and conductown data

    The present study addressed its stated objectives.

    “The present study addressed its stated objectives.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductown data

    Participants represented many Pacific nations, in many cases identifying with more than one Pacific ethnicity.

    “Participants represented many Pacific nations; in many cases, identifying with more than one Pacific ethnicity.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Prior research in the area has employed standardised assessment tools and guides such as the DSM-5-TR, which may increase the risk of missing cultural nuances due to their largely clinical, symptom-based approach.

    “Moreover, prior research in the area has employed standardised assessment tools and guides, such as the DSM-5-TR [2], which may increase the risk of missing cultural nuances due to their largely clinical, symptom-based approach.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [2] American Psychiatric Association (2022). Diagnostic and Statistical Manual of Mental Disorders, American Psychiatric Association Publishing. [5th ed.]. source
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductnone given

    The study also examined multiple interconnected dimensions of anxiety, and the survey was collaboratively designed with a Pacific advisory group.

    “The study also examined multiple interconnected dimensions of anxiety, and the survey was collaboratively designed with a Pacific advisory group.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    The University of Auckland Human Participants Ethics Committee approved the survey and supporting documents (reference 022137).

    “The University of Auckland Human Participants Ethics Committee (UAHPEC) approved the survey and supporting documents from 29 October 2018 until 29 October 2021. Reference number: 022137.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Study design and conductreasoning

    The research team comprises Pacific researchers with ethnic links to Fiji, Tonga, and Sāmoa, allowing the research to be grounded in Pacific ways of knowing and being.

    “The research team comprises Pacific researchers with ethnic links to Fiji (Chandra), Tonga (Kapeli), and Sāmoa (McLean-Orsborn & Tone-Graham), allowing this research to be grounded in Pacific ways of knowing and being.”
    • Also stated in: § 2.1. Researcher Positioning · plain
      “This study was undertaken by a team of Pacific mental health researchers whose cultural and genealogical ties to Pacific communities inform the epistemological grounding of the methodology.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    Limited alignment with DSM-based frameworks should not be interpreted as poor mental health literacy; it may reflect different ways of understanding wellbeing, recognising that everyday expressions of anxiety may not always mirror formal diagnostic terms.

    “Limited alignment with DSM-based frameworks should not be interpreted as poor MHL. Instead, it may reflect different ways of understanding wellbeing, recognising that everyday expressions of anxiety may not always mirror formal diagnostic terms.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    The principles of Talanoa were drawn upon in the survey design to ensure culturally safe, accessible, and authentic ways of representing Pacific voices.

    “The principles of Talanoa were drawn upon in the survey design to ensure culturally safe, accessible, and authentic ways of representing Pacific voices.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Study design and conductnone given

    Anonymity was important to ensure participants felt safe and confident.

    “Anonymity was important to ensure participants felt safe and confident.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Study design and conductreasoning

    Inductive content analysis strengthened methodological rigour by minimising researcher-imposed biases and capturing diverse responses.

    “Inductive content analysis strengthened methodological rigour by minimising researcher-imposed biases and capturing diverse responses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The resulting coded categories were refined collaboratively to ensure clarity and internal consistency, rather than being analysed in parallel.

    “The resulting coded categories were refined collaboratively to ensure clarity and internal consistency, rather than being analysed in parallel.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    While holistic perspectives are evident across diverse cultural contexts, Pacific understandings are unique in their view of distress as a disruption of balance across these dynamic connections.

    “While holistic perspectives are evident across diverse cultural contexts, Pacific understandings [27,39,40] are unique in their view of distress as a disruption of balance across these dynamic connections.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [27] Pulotu-Endemann, F.K. (2026, January 09). Fonofale Model of Health. Available online: https://hpfnz.org.nz/assets/Fonofalemodelexplanation.pdf.
    • cites [39] Tualaulelei, 2019, The Pacific Research Paradigm: Opportunities and Challenges, MAI J.
    • cites [40] Health Promotion Forum of New Zealand (2026, January 25). Pacific Health Models. Available online: https://hpfnz.org.nz/pacific-health-promotion/pacific-health-models.
  • It may state two separate claims as one.

    Study design and conductreasoning

    The online, English-language survey design may have introduced self-selection and language biases, excluding individuals with limited digital access or English proficiency.

    “The online, English-language survey design may have introduced self-selection and language biases, excluding individuals with limited digital access or English proficiency.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Reliance on survey data limited the depth of insight achievable through Talanoa-based qualitative methods.

    “Reliance on survey data limited the depth of insight achievable through Talanoa-based qualitative methods.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    These insights challenge deficit-based assumptions about MHL in Pacific communities, highlighting the need for community-based, culturally responsive mental health approaches that recognise and meaningfully integrate Pacific values, needs, and lived experiences.

    “These insights challenge deficit-based assumptions about MHL in Pacific communities, highlighting the need for community-based, culturally responsive mental health approaches that recognise and meaningfully integrate Pacific values, needs, and lived experiences.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Deficit-based assumptions about Pacific peoples' mental health literacy and help-seeking behaviours exist.
  • It may state two separate claims as one.

    Interpretationown data

    The findings reveal a strong understanding of anxiety as an everyday, transient experience, rather than a persistent or prolonged condition, alongside a strong preference for informal, relational support measures to best manage and address anxiety, complemented by professional services.

    “The findings reveal a strong understanding of anxiety as an everyday, transient experience, rather than a persistent or prolonged condition, alongside a strong preference for informal, relational support measures to best manage and address anxiety, complemented by professional services.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Pacific peoples in Aotearoa NZ can be described as a group with shared conceptualisations of anxiety, despite ethnic diversity.
  • Probably not a substantial claim.

    Interpretationnone given

    The present study centres Pacific voices, providing insight into how Pacific peoples in Aotearoa NZ understand, experience, and respond to anxiety disorders.

    “The present study centres Pacific voices, providing insight into how Pacific peoples in Aotearoa NZ understand, experience, and respond to anxiety disorders.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationreasoning

    The findings reiterate that effective mental health support is never an individual pursuit, but a collective responsibility towards sustained wellbeing.

    “Moreover, the findings reiterate that effective mental health support is never an individual pursuit, but a collective responsibility towards sustained wellbeing.”
    Quote in the paperNot a substantial claim
76 of 76
  • The paper relies on this without support.

    The survey sample is sufficiently representative of Pacific peoples in Aotearoa New Zealand for the findings to generalise to Pacific peoples.

    “The present study provides a snapshot of how anxiety is understood by Pacific peoples in Aotearoa NZ.”
  • The paper relies on this without support.

    Participants’ open-ended responses accurately reflect their conceptualisations of anxiety.

    “The present study is a mixed qualitative-quantitative study that primarily focuses on participants’ open-ended responses to the PMHA survey questions about anxiety.”
  • The paper relies on this without support.

    The concept of anxiety is meaningful and interpretable across Pacific cultural contexts in the survey.

    “For ‘Item 1’, Participants were presented with the question, ‘What do you think ‘anxiety’ is?’”
  • The paper relies on this without support.

    Deficit-based assumptions about Pacific peoples' mental health literacy and help-seeking behaviours exist.

    “Overall, these findings suggest that Pacific peoples value help-seeking, contrary to deficit-based assumptions about Pacific peoples’ MHL and help-seeking behaviours.”
  • The paper relies on this without support.

    Understanding the perceived causes of anxiety is critical because they shape how distress is interpreted and managed within Pacific communities.

    “Understanding the perceived causes of anxiety is critical, as they shape how distress is interpreted and managed within Pacific communities.”
  • The paper relies on this without support.

    Pacific peoples in Aotearoa NZ can be described as a group with shared conceptualisations of anxiety, despite ethnic diversity.

    “The findings indicate that Pacific peoples in Aotearoa NZ have a strong understanding of anxiety, most often conceptualising it as an everyday, transient experience.”
  • The paper relies on this without support.

    The survey responses accurately reflect participants' conceptualisations of anxiety.

    “Guided by Talanoa principles, the use of open-ended survey questions enabled participants to express their understandings in their own words.”
7 of 7

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.

  • Health-related causes percentage uses coded segments, not participants

    Major

    The 28% figure is consistent with 255 of 898 coded segments, but the sentence calls these 255 participants. Of the 402 participants who answered Question 3, 255 would be 63.4%.

    Reported 28 · recomputed 63.432836

  • Informal-support percentage is described as a percentage of participants

    Minor

    The 59% figure refers to coded segments: the results give 524 informal-support codes out of 890 coded segments. It cannot be the percentage of participants endorsing informal support when only 411 participants answered the question.

2 of 2

Citations

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
  2. Teganahau, T. (2023). Exploration of the Vā Between the New Zealand Health System, Pasifika Family and the Church: A Qualitative Study. [Master’s Thesis, Unitec Institute of Technology].

Cited by

Still being checked.

Metadata

Authors
Chandra, L. A., McLean-Orsborn, S., Tone-Graham, P. V., & Kapeli, S. A.
Affiliations
  • University of Auckland (NZ)
  • School of Māori Studies and Pacific Studies, Faculty of Arts and Education, The University of Auckland, Auckland 1142, New Zealand
Corresponding author
Chandra, Lorisha A.
Venue
International Journal of Environmental Research and Public Health
Publisher
MDPI AG
Published
2026-02-26
Volume
23
Issue
3
Pages
291
ISSN
1660-4601 (ISSN-L)
OpenAlex
W7131658162
Cited by
0
References
22
FWCI
0.00
Type
journal article
Language
en
Open access
Locations
  • International Journal of Environmental Research and Public Health (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • ResearchSpace (University of Auckland) (submittedVersion, cc-by)
Funders
The University of Auckland (Research Grant)
Topics
  • Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
  • Social Sciences › Health › Indigenous Health, Education, and Rights
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Cultural Competency in Health Care
Keywords
Pacific Islanders, anxiety, mental health literacy, help-seeking, holistic health, cultural responsiveness, New Zealand
MeSH terms
Adolescent, Adult, Aged, Aged, 80 and over, Anxiety, Cross-Sectional Studies, Female, Humans, Male, Mental Health, Middle Aged, New Zealand, Surveys and Questionnaires, Young Adult

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.

A language model drew the claims from the paper on 2026-11-09, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-09 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (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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