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Resilience Informatics: Role of Informatics in Enabling and Promoting Public Health Resilience to Pandemics, Climate Change, and Other Stressors

2024· article· en· 1 citations· W4401514553 on OpenAlex· 10.2196/54687

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian venueIt was published in a Canadian venue.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: venue_new · design weight: 2684.25 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: editorial/commentary
about Canada: no
confidence: high

Viewpoint on informatics for public health resilience; commentary on health technology, not on research practice.

GPT-5.6 (high)OUT
genre: conceptual
about Canada: no
confidence: high

This viewpoint concerns public-health resilience technologies and does not study research itself.

Grok 4.5OUT
genre: conceptual
about Canada: no
confidence: high

Viewpoint on informatics for public-health resilience to pandemics/climate; applied public health, not studying research.

Abstract

Climate change, local epidemics, future pandemics, and forced displacements pose significant public health threats worldwide. To cope successfully, people and communities are faced with the challenging task of developing resilience to these stressors. Our viewpoint is that the powerful capabilities of modern informatics technologies including artificial intelligence, biomedical and environmental sensors, augmented or virtual reality, data science, and other digital hardware or software, have great potential to promote, sustain, and support resilience in people and communities. However, there is no "one size fits all" solution for resilience. Solutions must match the specific effects of the stressor, cultural dimensions, social determinants of health, technology infrastructure, and many other factors.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Interactive Journal of Medical Research
Topic
Disaster Management and Resilience
Field
Social Sciences
Canadian institutions
Funders
Fogarty International Center
Keywords
StressorResilience (materials science)Public healthClimate changePandemicPsychological resilienceHealth informaticsInformaticsEnvironmental resource managementData scienceComputer sciencePolitical scienceEnvironmental planningBusinessCoronavirus disease 2019 (COVID-19)PsychologyGeographyMedicineEnvironmental scienceSocial psychologyEcology
Has abstract in OpenAlex
yes