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 accessAbstract
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
Cites
Statistics
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
- Also stated in: § 1. Introduction · plain
- 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
- Findingown data
The most frequent category for Question 1 was 'Identified general symptoms of anxiety' (n = 773; 52%), with participants describing common experiences such as worry, overthinking, or fear.
“The most frequent category was ‘Identified general symptoms of anxiety’ (n = 773; 52%), with participants describing common experiences, such as ‘worry,’ ‘overthinking,’ or ‘fear’”
Quote in the paperSubstantial claim - Findingown data
The most frequent category was 'Caused by environmental and/or situational pressures' (n = 328; 37%).
“The most frequent category was ‘Caused by environmental and/or situational pressures’ (n = 328; 37%), reflecting perceptions that anxiety arises from external stressors and structural demands, rather than individual pathology.”
Quote in the paperNot a substantial claim - Findingown data
The most frequent category identified was 'Seek Informal Support' (n = 524; 59%).
“The most frequent category identified was ‘Seek Informal Support’ (n = 524; 59%), highlighting the central role of relational connectedness in addressing anxiety within Pacific contexts.”
Quote in the paperSubstantial claim - Findingown data
Fewer participants identified symptoms according to the DSM-5-TR criteria (n = 177; 12%).
“whereas fewer participants identified symptoms according to the DSM-5-TR criteria (n = 177; 12%).”
Quote in the paperSubstantial claim - Findingown data
The content analysis of participant responses to the question 'What do you think are the causes of anxiety?' yielded 4 categories.
“The CA of participant responses to the question ‘What do you think are the causes of anxiety?’ yielded 4 categories.”
Quote in the paperNot a substantial claim - Findingown data
The findings also showed a strong preference for informal forms of support, with participants most often turning to family, friends, and community networks when experiencing anxiety.
“The findings also showed a strong preference for informal forms of support, with participants most often turning to family, friends, and community networks when experiencing anxiety.”
Quote in the paperSubstantial claim - Findingown data
Only a small number of responses described anxiety as persistent or chronic in duration.
“However, only a small number of responses described anxiety as persistent or chronic in duration.”
Quote in the paperSubstantial claim - Findingown data
Inductive content analysis of responses to the question 'If you or someone you know has anxiety, what do you think is the best thing to do?' yielded 7 categories.
“The CA of participant responses to the question ‘If you or someone you know has anxiety, what do you think is the best thing to do?’ yielded 7 categories.”
Quote in the paperNot a substantial claim - Findingown data
Participants identified a broad and evenly distributed range of perceived causes.
“Participants identified a broad and evenly distributed range of perceived causes, indicating that the risk factors causing anxiety are complex.”
Quote in the paperNot a substantial claim - Findingnone given
Health-related explanations further emphasised the inseparability of the mind and body, with physical sensations (e.g., heart palpitations, restlessness, fatigue) linked to anxiety.
“Health-related explanations further emphasised the inseparability of the mind and body, with physical sensations (e.g., heart palpitations, restlessness, fatigue) linked to anxiety.”
Quote in the paperSubstantial claim - Findingown data
Notably, 28% of responses to Question 3 identified health-related factors as a perceived cause of anxiety.
“Notably, 28% of responses to Question 3 identified health-related factors as a perceived cause of anxiety.”
Quote in the paperNot a substantial claim - Findingreasoning
The second most frequent category for Question 1, 'Experiencing multiple symptoms attributable to anxiety' (n = 365; 25%), reflected awareness of anxiety as an experience that may affect thoughts, emotions, and behaviours.
“The second most frequent category, ‘Experiencing multiple symptoms attributable to anxiety’ (n = 365; 25%), reflected awareness of anxiety as an experience that may affect thoughts, emotions, and behaviours.”
Quote in the paperNot a substantial claim - Findingown data
The second most frequent category was 'Seek Formal Support' (n = 127; 14%).
“The second most frequent category was ‘Seek Formal Support’ (n = 127; 14%), indicating recognition of anxiety as a condition that may require professional care.”
Quote in the paperNot a substantial claim - Findingown data
Inductive content analysis of responses to the question 'What do you think 'anxiety' is?' yielded 10 categories.
“The CA of participant responses to the question ‘What do you think ‘anxiety’ is?’ yielded 10 categories.”
Quote in the paperSubstantial claim - Findingcitation
This preference was almost four times greater than preferences for formal support options (e.g., doctors, mental health specialists).
“This preference was almost four times greater than preferences for formal support options (e.g., doctors, mental health specialists), and reflects the centrality of relationality and Vā within Pacific communities [23,37,38].”
Quote in the paperSubstantial claim - Findingown data
Informal relational support networks were strongly preferred in addressing or managing anxiety, followed by professional support.
“Informal relational support networks were strongly preferred in addressing or managing anxiety, followed by professional support.”
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.
- Findingown data
Participants identified individual strategies to manage anxiety, including self-education or self-care (n = 61, 7%) and physical activities (n = 104, 12%).
“Participants also identified individual strategies to manage anxiety, including self-education or self-care (n = 61, 7%) and physical activities (n = 104, 12%), reflecting awareness of the mind–body connection.”
Quote in the paperNot a substantial claim - Findingown data
Participants identified a broad range of symptoms that aligned with DSM-5-TR diagnostic descriptions of anxiety.
“Participants identified a broad range of symptoms that aligned with DSM-5-TR diagnostic descriptions of anxiety.”
Quote in the paperSubstantial claim - Premisecitation
Disparities in anxiety and mental health service use among Pacific peoples are driven by barriers to care that reduce timely access to mental health support.
“These disparities are driven by barriers to care that reduce timely access to mental health support [4,5,7,8].”
Quote in the paperNot a substantial claim0 of 4 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
- Premisecitation
Pacific peoples in Aotearoa New Zealand have greater comorbidities associated with anxiety than the general population.
“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 paperNot a substantial claim0 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
Checked before — its earlier verdict is held back until a new check runs.
- Premisereasoning
Such worldviews recognise that anxiety may arise from interconnected social, physical, relational, and environmental influences, rather than as a discrete psychological condition.
“Such worldviews recognise that anxiety may arise from interconnected social, physical, relational, and environmental influences, rather than as a discrete psychological condition.”
Quote in the paperSubstantial claim - Interpretationown data
This highlights a temporal and relational understanding of anxiety.
“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 - Interpretationown data
Perceptions that anxiety arises from external stressors and structural demands, rather than individual pathology.
“The most frequent category was ‘Caused by environmental and/or situational pressures’ (n = 328; 37%), reflecting perceptions that anxiety arises from external stressors and structural demands, rather than individual pathology.”
Quote in the paperSubstantial claim - Interpretationown data
These findings suggest an awareness of anxiety as a health condition requiring some specialised or professional care.
“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 - Interpretationreasoning
Pacific peoples' underutilisation of mental health services is not necessarily due to a lack of knowledge, but indicative of structural and practical barriers to care.
“Pacific peoples’ underutilisation of mental health services is not necessarily due to a lack of knowledge, but indicative of structural and practical barriers to care.”
Quote in the paperSubstantial claim - Study design and conductnone given
The study did not disaggregate findings by specific Pacific ethnic groups (e.g., Sāmoan, Tongan, and Cook Island Māori), limiting insight into culturally distinct conceptualisations of anxiety.
“The study did not disaggregate findings by specific Pacific ethnic groups (e.g., Sāmoan, Tongan, and Cook Island Māori), limiting insight into culturally distinct conceptualisations of anxiety.”
Quote in the paperNot a substantial claim - Premisecitation
Pacific peoples' understandings of mental health literacy are shaped by cultural worldviews, relational values, and collective experiences of health and illness.
“Yet, Pacific peoples’ understandings of MHL are shaped by cultural worldviews, relational values, and collective experiences of health and illness [14].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [14] Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
- Interpretationown data
The risk factors causing anxiety are complex.
“Participants identified a broad and evenly distributed range of perceived causes, indicating that the risk factors causing anxiety are complex.”
Quote in the paperSubstantial claim - Interpretationreasoning
The relative absence of this emphasis in participant responses highlights a divergence between diagnostic criteria and how anxiety was described within the present sample.
“The relative absence of this emphasis in participant responses highlights a divergence between diagnostic criteria and how anxiety was described within the present sample.”
Quote in the paperSubstantial claim - Interpretationown data
These findings reflect awareness of the mind-body connection.
“Participants also identified individual strategies to manage anxiety, including self-education or self-care (n = 61, 7%) and physical activities (n = 104, 12%), reflecting awareness of the mind–body connection.”
Quote in the paperNot a substantial claim - Interpretationown data
This distribution indicates that participants identified multiple domains in which anxiety may arise, rather than locating causes within a single category.
“This distribution indicates that participants identified multiple domains in which anxiety may arise, rather than locating causes within a single category.”
Quote in the paperSubstantial claim - Interpretationcitation
This preference reflects the centrality of relationality and Vā within Pacific communities.
“This preference was almost four times greater than preferences for formal support options (e.g., doctors, mental health specialists), and reflects the centrality of relationality and Vā within Pacific communities [23,37,38].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [23] Tuagalu, 2008, Heuristics of the Vā, Altern. Int. J. Indig. Peoples source
- cites [37] Wendt, A. (2026, January 08). Tatauing the Post-Colonial Body, Available online: https://natlib.govt.nz/records/20991458.
- cites [38] 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].
- Premisecitation
Pacific communities often understand and manage distress communally, rather than individually.
“As such, Pacific communities often understand and manage distress communally, rather than individually [14,37].”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [14] Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
- cites [37] Wendt, A. (2026, January 08). Tatauing the Post-Colonial Body, Available online: https://natlib.govt.nz/records/20991458.
- Interpretationown data
Despite awareness of symptoms, participants did not necessarily identify when these experiences became indicative of a mental health condition.
“Despite the awareness of symptoms, participants did not necessarily identify when these experiences became indicative of a mental health condition.”
Quote in the paperSubstantial claim - Interpretationcitation
These findings align with previous literature highlighting practical and structural barriers that may shape formal service utilisation.
“These findings align with previous literature [7,8,13,14,41] highlighting practical and structural barriers that may shape formal service utilisation.”
Quote in the paperNot a substantial claim0 of 5 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 [13] Ataera-Minster, J., and Trowland, H. (2018). Te Kaveinga—Mental Health and Wellbeing of Pacific Peoples: Results from the New Zealand Mental Health Monitor and Health and Lifestyles Survey, Health Promotion Agency.
- cites [14] Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
- cites [41] LeVa (2026, January 25). Pasifika Peoples Perceptions of Health and Wellbeing in Aotearoa New Zealand. Available online: https://www.leva.co.nz/resources/pasifika-peoples-perceptions-of-health-and-wellbeing-in-aotearoa-new-zealand/.
- Study design and conductreasoning
This demographic bias limits generalisability to older adults, Pacific men, and those residing outside of urban regions in Aotearoa NZ.
“This demographic bias limits generalisability to older adults, Pacific men, and those residing outside of urban regions in Aotearoa NZ.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The cross-sectional design of this study provides only a snapshot in time, preventing an examination or comparison of how conceptualisations of anxiety may shift across generations, migration histories, policy changes, or global events.
“Methodologically, the cross-sectional design of this study provides only a snapshot in time, preventing an examination or comparison of how conceptualisations of anxiety may shift across generations, migration histories, policy changes, or global events.”
Quote in the paperNot a substantial claim - Interpretationown data
Pacific peoples attribute the perceived causes of anxiety to various experiential, contextual, and health-related pressures.
“Additionally, Pacific peoples attribute the perceived causes of anxiety to various experiential, contextual, and health-related pressures.”
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. 49
- It may state two separate claims as one. 44
Probably not a substantial claim.
PremisecitationThe 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.
PremisecitationPacific 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.
PremisecitationContent 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.
PremisecitationDominant 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.
PremisecitationSnowball 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 dataThe 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 claimIt may state two separate claims as one.
Findingown dataParticipants 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
FindingreasoningBecause 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
FindingreasoningBecause 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 claimIt may state two separate claims as one.
Findingown dataA 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 claimIt may state two separate claims as one.
Findingown dataPerceived 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 dataFindings 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
FindingreasoningThe 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 claimIt may state two separate claims as one.
PremisecitationBarriers 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.
PremisecitationPractical 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.
PremisecitationExisting 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].
- Also stated in: § 1. Introduction · plain
It may state two separate claims as one.
PremisecitationAmong 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.
- Also stated in: § Abstract · plain
It may state two separate claims as one.
PremisecitationWestern 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 givenAlthough 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenAny coding discrepancies were resolved by reaching consensus.
“Any coding discrepancies were resolved by reaching consensus.”
Quote in the paperNot a substantial claimProbably 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 givenCoding 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 claimProbably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.
Interpretationown dataThe 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningVoluntary 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 claimProbably not a substantial claim.
Interpretationown dataWith 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 claimIt may state two separate claims as one.
InterpretationcitationTogether, 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 dataPacific 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 claimIt may state two separate claims as one.
Interpretationown dataWhile 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 claimProbably 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 givenThe 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 claimProbably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.
Interpretationown dataThese 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
InterpretationcitationAs 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 conductreasoningThe 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 claimProbably not a substantial claim. It may be too vague to check against evidence.
Interpretationown dataThese 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 claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductreasoningThe 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 claimIt may state two separate claims as one.
Interpretationown dataOverall, 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 conductreasoningThe 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataOf 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 claimIt may state two separate claims as one.
Interpretationown dataThe 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 givenGuided 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationThis 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 dataThe 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 givenOpen-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 claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductreasoningInductive 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataOf 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenParticipants 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationIn 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 dataOf 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 claimProbably not a substantial claim.
Study design and conductreasoningA 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 claimIt may state two separate claims as one.
Study design and conductown dataThe 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 claimIt may state two separate claims as one.
Study design and conductown dataThe 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 claimProbably not a substantial claim. It may be too vague to check against evidence.
Interpretationown dataThe 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 claimProbably not a substantial claim. It may state two separate claims as one.
PremisecitationThe 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 givenPaper 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 claimProbably not a substantial claim. It may state two separate claims as one.
PremisecitationAccording 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.
PremisecitationIn 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.
PremisecitationSuch 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.
InterpretationreasoningTogether, 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 claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductreasoningThe 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 claimIt may state two separate claims as one.
Interpretationown dataPacific 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.
- Also stated in: § Abstract · hedged
Probably not a substantial claim.
Study design and conductown dataThe present study addressed its stated objectives.
“The present study addressed its stated objectives.”
Quote in the paperSubstantial claimProbably 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 dataParticipants 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 claimIt may state two separate claims as one.
PremisecitationPrior 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 givenThe 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenThe 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 claimIt may state two separate claims as one.
Study design and conductreasoningThe 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- Also stated in: § 2.1. Researcher Positioning · plain
It may state two separate claims as one.
InterpretationreasoningLimited 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenThe 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 claimProbably 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 givenAnonymity 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductreasoningInductive 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningThe 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 claimIt may state two separate claims as one.
PremisecitationWhile 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 conductreasoningThe 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 claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenReliance 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 claimProbably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.
InterpretationreasoningThese 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 dataThe 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 givenThe 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 claimProbably not a substantial claim. It may be too vague to check against evidence.
InterpretationreasoningThe 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
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.”
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
MajorThe 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
“Similarly, 255 participants (28%) identified health-related factors as perceived causes of anxiety, including references to physical health and mental wellbeing.”
Informal-support percentage is described as a percentage of participants
MinorThe 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.
“With 59% of participants endorsing ‘Seeking Informal Support’, strengthening interventions that operate within existing relational networks may be particularly relevant.”
“Of the 548 survey participants, 411 participants responded to this question. Given that each response could be coded across multiple categories, the analysis resulted in 890 coded segments.”
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2022) · doi:10.1176/appi.books.9780890425787 · Cited by 23,476
Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study
Vaismoradi, M., Turunen, H., & Bondas, T. (2013) · Nursing & Health Sciences · doi:10.1111/nhs.12048 · Cited by 8,327
Jorm, A. F., Korten, A. E., Jacomb, P. A., Christensen, H., Rodgers, B., & Pollitt, P. (1997) · Medical Journal of Australia · doi:10.5694/j.1326-5377.1997.tb140071.x · Cited by 2,585
Epidemiology of anxiety disorders: global burden and sociodemographic associations
Javaid, S. F., Hashim, I. J., Hashim, M. J., Stip, É., Samad, A., & Ahbabi, A. A. (2023) · Middle East Current Psychiatry · doi:10.1186/s43045-023-00315-3 · Cited by 565
Conducting Qualitative Research in Mental Health: Thematic and Content Analyses
Crowe, M., Inder, M., & Porter, R. (2015) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867415582053 · Cited by 398
Stein, M. B., & Sareen, J. (2015) · New England Journal of Medicine · doi:10.1056/nejmcp1502514 · Cited by 314
Tamasese, K., Peteru, C., Waldegrave, C., & Bush, A. (2005) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/j.1440-1614.2005.01572.x · Cited by 282
How Scientifically Valid Is the Knowledge Base of Global Mental Health?
Summerfield, D. (2008) · BMJ · doi:10.1136/bmj.39513.441030.ad · Cited by 258
Snowball Sampling: A Review and Guidelines for Survey Research
International College, K. U., Ting, H., College of Tourism, H. A. T. M., School of Management and Marketing, T. U., Memon, M. A., Faculty of Business, S. U., National University of Sciences and Technology, I., Chandigarh University, M., Thurasamy, R., Faculty of Business, S. U., et al. (2025) · Asian Journal of Business Research · doi:10.14707/ajbr.250186 · Cited by 153
Qualitative Research in Healthcare: Data Analysis
Im, D., Pyo, J., Lee, H., Jung, H., & Ock, M. (2023) · Journal of Preventive Medicine and Public Health · doi:10.3961/jpmph.22.471 · Cited by 149
Suaalii‐Sauni, T., Wheeler, A., Saafi, E., Robinson, G., Agnew, F., Warren, H., Erick, M., & Hingano, T. (2009) · PubMed · Cited by 63
Getting to the Heart of the Story: Using Talanoa to Explore Pacific Mental Health
Vaka, S., Brannelly, T., & Huntington, A. (2016) · Issues in Mental Health Nursing · doi:10.1080/01612840.2016.1186253 · Cited by 57
Sampling Minority Groups in Health Surveys
Kalsbeek, W. D. (2003) · Statistics in Medicine · doi:10.1002/sim.1510 · Cited by 43
The Pacific Research Paradigm: Opportunities and challenges
Tualaulelei, E., & McFall-McCaffery, J. (2019) · MAI Journal A New Zealand Journal of Indigenous Scholarship · doi:10.20507/maijournal.2019.8.2.7 · Cited by 42
Tuagalu, I. (2008) · AlterNative: An International Journal of Indigenous Peoples · doi:10.1177/117718010800400110 · Cited by 36
Page, I. S., Ferrari, A. J., Slade, T., Anderson, M., Santomauro, D., & Diminic, S. (2022) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796022000233 · Cited by 28
Fa’alogo-Lilo, C., & Cartwright, C. (2021) · Journal of Cross-Cultural Psychology · doi:10.1177/00220221211039885 · Cited by 20
Kapeli, S. A., Manuela, S., & Sibley, C. G. (2020) · Journal of Community & Applied Social Psychology · doi:10.1002/casp.2433 · Cited by 14
Self-citation“Operating in the margins”: Pacific researchers’ reflections on positionality in Pacific research
Keil, M., Sisifa, S., Thomsen, P., Baice, T., Veukiso-Ulugia, A., Manuela, S., Kapeli, S., McLean-Orsborn, S., Uasike Allen, J., McRobie, S., et al. (2026) · AlterNative: An International Journal of Indigenous Peoples · doi:10.1177/11771801251398066 · Cited by 8
Self-citationMental Health Literacy in Polynesian Native Hawaiian and Other Pacific Islanders
Snow, K. S. R., Merrill, K., Macintosh, J., Thomas, M., & Miles, L. (2024) · International Journal of Mental Health Nursing · doi:10.1111/inm.13275 · Cited by 7
Nishio, A., Shibuya, F., de los Reyes, C. S., Estrada, C. A. M., Gregorio, E. R., Sari, D. P., Warnaini, C., Kadriyan, H., Cruz, M. S. M., Hattori-Uchima, M., et al. (2023) · Tropical Medicine and Health · doi:10.1186/s41182-023-00511-1 · Cited by 5
Kapeli, S. A. (2023) · Waka Kuaka | The Journal of the Polynesian Society · doi:10.15286/jps.132.4.463-494 · Cited by 5
Self-citationKapeli, S. A., Manuela, S., & Sibley, C. G. (2024) · Scientific Reports · doi:10.1038/s41598-024-75955-4 · Cited by 4
Self-citationAtaera-Minster, J., Every‐Palmer, S., Cunningham, R., & Kokaua, J. (2024) · Kōtuitui New Zealand Journal of Social Sciences Online · doi:10.1080/1177083x.2024.2435453 · Cited by 4
Complementing cognitive behavioral therapy (CBT) for Pacific peoples in New Zealand
Auva’a-Alatimu, T. (2023) · Journal of Pacific Rim Psychology · doi:10.1177/18344909231168179 · Cited by 4
Ioane, J., & Tudor, K. (2022) · Person-Centered & Experiential Psychotherapies · doi:10.1080/14779757.2022.2100812 · Cited by 3
Kapeli, S. A., McLean‐Orsborn, S., Singh, I., Chandra, L., & Tone‐Graham, P. V. (2025) · Journal of the Royal Society of New Zealand · doi:10.1080/03036758.2025.2525159 · Cited by 2
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Kapeli, S.A. (2022). Exploring Pasifika Mental Health Literacy in Aotearoa New Zealand. [Ph.D. Thesis, The University of Auckland].
- 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)
- PMC
- PMC13026354
- OpenAlex
- W7131658162
- Cited by
- 0
- References
- 22
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- 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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review