Evidence map›Paper›PMID 39775483›Full record

ArticleCancer causes & control : CCC2025

Evaluating health status and risks among Native Hawaiian and Pacific Islander communities in Hawai'i: a respondent-driven sampling approach.

Mark L Willingham, Rodney S Teria, Louis Dulana, Grazyna Badowski, Kevin D Cassel

Abstract read
PubMed Publisher
In one paragraph

Article in Cancer causes & control : CCC, 2025. 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

5 authors.

Mark L WillinghamUniversity of Hawai'i Cancer Center, 701 Ilalo St, Honolulu, HI, 96813, USA. MWillingham@cc.hawaii.edu.ORCID https://orcid.org/0000-0001-5918-5052
Rodney S TeriaUOG Station, University of Guam, Mangilao, Guam, 96923, USA.
Louis DulanaUOG Station, University of Guam, Mangilao, Guam, 96923, USA.
Grazyna BadowskiUOG Station, University of Guam, Mangilao, Guam, 96923, USA.
Kevin D CasselUniversity of Hawai'i Cancer Center, 701 Ilalo St, Honolulu, HI, 96813, USA.

Funding

University of Guam/Cancer Research Center of Hawaii Partnership (2 of 2)U54CA143728 · NCI · UNIVERSITY OF GUAM · PI TRESSA P DIAZ · 2009 to 2026
$20.1M
University of Guam/Cancer Research Center of Hawaii Partnership (1 of 2)U54CA143727 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI Brenda Yukari Hernandez, RACHAEL T LEON GUERRERO · 2009 to 2026
$19.1M
NCI NIH HHS U54 CA143727NCI NIH HHS U54 CA143728NIH HHS U54CA143727, U54CA143728
6 · The paper itself

Abstract

purposeRespondent-driven sampling (RDS) is a sampling method that relies on social networks to recruit hard-to-reach populations, and reduces the bias from non-random selection. This study aimed to assess the efficacy of RDS in collecting health assessment data from underrepresented populations not captured by traditional sampling techniques.

methodsAn RDS study was conducted in Hawai'i between 2017 and 2018 of Native Hawaiians, Chuukese, and Marshallese participants. 1006 cases consisting of 352 seeds and 654 recruits were analyzed in conjunction with data from the 2018 Behavioral Risk Factor Surveillance System (BRFSS), filtered to include Native Hawaiian/Other Pacific Islander participants (n = 1564). Missing network size data was imputed by RDSAnalyst and determined by the sample median network size. Weighted samples were compared for differences.

resultsChi-square testing revealed significant differences between the RDS and BRFSS weighted samples across sex, age, education, income, and colon/cervical cancer screening variables. Only BMI group and smoking status exhibited no significant differences. RDS methods recruited participants efficiently within one year.

conclusionThe findings indicate that RDS offers an effective sampling methodology when trying to reach hidden populations and provides more insight into the social networks of underserved communities as the transfer/utilization of health information may be linked to social connectedness.

Indexed as

Health StatusNative Hawaiian or Pacific IslanderAdultAgedBehavioral Risk Factor Surveillance SystemFemaleHawaiiHumansMaleMiddle AgedRisk FactorsYoung AdultCancerHealth disparitiesRespondent-driven samplingSocial supportSocioeconomic factors

Identifiers

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.