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Recommendations for Public Health Workforce Training and Practice Competencies for Digital Technologies in Public Health: A rapid review and synthesis

2022· article· en· 0 citations· W6887665753 on OpenAlex· 10.17605/osf.io/94tx8

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.

About CanadaIts subject is Canada, wherever its authors sit.

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

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All three models called this out of scope.

stratum: about_only · design weight: 3321.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: medium

Rapid review of training and practice competencies for digital technologies in the public health workforce; the object is professional practitioner training and curricula rather than the research workforce or research practice.

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

The review addresses public health workforce training competencies rather than evidence synthesis or research practice.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: medium

Public health practice workforce digital competencies, not research workforce or metaresearch methods.

Abstract

This study represents the first step in informing discourse on upgrades to public health training curricula both for graduate school prepared practitioners and for those undergoing continuing education, especially in Canada. We aim to conduct a rapid review to identify recommendations for training and practice competencies to enhance public health practitioners’ capacity to integrate digital technologies in public health functions. We also aim to identify disciplinary perspectives and approaches that can facilitate identified training competencies.

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

The record

Venue
OSF Preprints (OSF Preprints)
Topic
Public Health Policies and Education
Field
Health Professions
Canadian institutions
Funders
Keywords
Public healthTraining (meteorology)Digital healthCurriculumWorkforceWorkforce developmentPublic health informaticsDiscipline
Has abstract in OpenAlex
yes