Evidence map›Paper›PMID 42897504›Full record

ArticleBMC public health2026

Monitoring metabolic health in the adolescent population of Rarotonga: a multi-year cross-sectional study from 2016 to 2023.

Jacquie L Bay, Tania John, Amy Renelle, Karen Ngamata, Celeste Barrett-Watson, Suzanne A Trask, Mark H Vickers, Danielle Tungane Cochrane, Metua Bates

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Jacquie L BayLiggins Institute, Waipapa Taumata Rau, University of Auckland, Private Bag 92109, Victoria Street West, Auckland, 1142, New Zealand. j.bay@auckland.ac.nz.ORCID https://orcid.org/0000-0003-0139-1050
Tania JohnTe Marae Ora, Cook Islands Ministry of Health, Rarotonga, Cook Islands.
Amy RenelleLiggins Institute, Waipapa Taumata Rau, University of Auckland, Private Bag 92109, Victoria Street West, Auckland, 1142, New Zealand.
Karen NgamataTe Marae Ora, Cook Islands Ministry of Health, Rarotonga, Cook Islands.
Celeste Barrett-WatsonMaraurau o te Pae Api'i, Cook Islands Ministry of Education, Rarotonga, Cook Islands.
Suzanne A TraskLiggins Institute, Waipapa Taumata Rau, University of Auckland, Private Bag 92109, Victoria Street West, Auckland, 1142, New Zealand.
Mark H VickersLiggins Institute, Waipapa Taumata Rau, University of Auckland, Private Bag 92109, Victoria Street West, Auckland, 1142, New Zealand.
Danielle Tungane CochraneLiggins Institute, Waipapa Taumata Rau, University of Auckland, Private Bag 92109, Victoria Street West, Auckland, 1142, New Zealand.
Metua BatesTe Marae Ora, Cook Islands Ministry of Health, Rarotonga, Cook Islands.

Funding

Health Research Council of New Zealand Ref 20/284Ministry of Foreign Affairs and Trade, New Zealand PF-1-280 and PF-11-613
6 · The paper itself

Abstract

backgroundThe Cook Islands, a small Pacific nation, carries a high burden of obesity (75%) and non-communicable disease (NCD) among adults. Primary prevention before adulthood, including school-based strategies, is a priority. Local evidence is crucial but challenging in resource-limited, low-population settings. This study presents data on the prevalence of risk factors associated with metabolic syndrome (MetS) among adolescents in Rarotonga, the main island of the Cook Islands.

methodsA multi-year cross-sectional survey of NCD risk factors in Year 9 students (median age: 13.8 years) between 2016-2019 and 2022-2023 (n = 783) represented 65% of the cohort (n = 1214). Data analysis used descriptive statistics with 5% significance testing.

resultsThe prevalence of risk factors include: 22.1% overweight, 37.6% obese; 39.1% Waist-to-Height ratio (WtHR) > 0.5 (study years: χ

conclusionsThe multi-year cross-sectional approach enabled valid data within a low-resource setting that confirmed extremely high levels of overweight and obesity in the Year 9 student population. We argue that including waist circumference measures alongside BMI-for-age was a first step to enabling greater depth of understanding of the risk levels in this population. Some risk factors associated with MetS have been assessed, but investment in improving glucose and lipid monitoring is strongly recommended. This study highlights the importance of monitoring paediatric MetS in the Cook Islands. It suggests that it should be used longitudinally to inform the impact of interventions from early life through to adolescence.

Indexed as

Metabolic SyndromeAdolescentCross-Sectional StudiesFemaleHumansMaleMicronesiaPolynesiaPrevalenceRisk FactorsAdolescentCook IslandsMetabolic syndromeNon-communicable diseasePacific IslandSchool-based health promotion

Identifiers

PMID42897504
PMCPMC13681813

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.