Evidence map›Paper›PMID 41647879›Full record

ArticleThe journal of climate change and health

Measuring indigenous household resilience to global environmental changes: Psychometrics and face validity scale development.

Shanondora Billiot, Chao-Kai Huang, Nidia Hernandez, Jessica Elm, Balakrishnan Balachandran, Jasmine Fournier

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Article in The journal of climate change and health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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5 · Who and what money

Authors and funding

6 authors.

Shanondora BilliotArizona State University (ASU), School of Social Work, Global Center for Applied Health Research, Phoenix, Arizona, USA.
Chao-Kai HuangArizona State University (ASU), School of Social Work, Global Center for Applied Health Research, Phoenix, Arizona, USA.
Nidia HernandezCalifornia State University, Northridge, Department of Social Work, California, USA.
Jessica ElmLike the Tree Consulting, Seattle, Washington, USA.
Balakrishnan BalachandranUniversity of Massachusetts Boston, Sustainable Solutions Lab, Boston, Massachusetts, USA.
Jasmine FournierOcean Sewage Alliance, Los Angeles, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study developed the factor structure of an Indigenous Household Resilience Scale (IHRS) within a state-recognized tribal community facing extreme environmental threats. The IHRS assesses Indigenous people's subjective appraisal of resilience at the household level, which is crucial as decisions such as relocation due to repeated disasters and chronic land loss occur at this level rather than at individual or community levels. Methods: This study employed a Tribally led participatory sequential mixed-methods approach. We collected survey data from tribal citizens ( Results: Guided by a series of Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA), item reduction and restructuring led to an 11-item scale into three factors: Cultural Continuity, Relational Place-based Worldview, and Community Engagement. The adjusted CFA model demonstrated good fit indices (a non-significant χ Implications: These findings provide preliminary evidence for measuring household resilience within an Indigenous community and contribute to Indigenous scholarship. This scale is particularly relevant for social and behavioral health practitioners and researchers working with Indigenous peoples who face environmental challenges, as it enhances culturally sensitive coping strategies and identifies factors promoting resilience at the household level.

Indexed as

Global environmental changesHousehold resilienceIndigenous HealthIndigenous peoplesRelational Worldview

Identifiers

PMID41647879
PMCPMC12851325

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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.