MétaCan
Menu
Back to cohort
Record W4405269078 · doi:10.1016/s2542-5196(24)00284-5

Climate and health education in public health schools worldwide during 2023–24: a survey

2024· article· en· W4405269078 on OpenAlexaff
Cecilia Sorensen, Danielly Magalhães, Nicola Hamacher, James Sullivan, H Weinstein, Ana‐Catarina Pinho‐Gomes, Dorothy Biberman, Holly Donaldson, Ingrid Gómez‐Duarte, John Middleton, Laura Magaña-Valladares, Manuel Urbina, Margaret Kaseje, Nora Cascante-Flores, Rajendra Surenthirakumaran, Rebecca Ivers, Rocío Sáenz, Tara Chen, Marina Romanello, Ying Zhang

Bibliographic record

VenueThe Lancet Planetary Health · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicClimate Change and Health Impacts
Canadian institutionsRegional Municipality of WaterlooUniversity of Waterloo
FundersFondation MedicNational University of SingaporeMacquarie UniversityAssociation of Schools and Programs of Public Health
KeywordsPublic healthClimate changeHealth educationCurriculumEnvironmental healthAdaptation (eye)Political scienceHealth policyEnvironmental resource managementEnvironmental planningMedicineGeographyPsychologyEnvironmental scienceNursingEcology

Abstract

fetched live from OpenAlex

BACKGROUND: Public health professionals are crucial in implementing health-promoting climate change adaptation and mitigation measures, yet climate education is inconsistently integrated into public health curricula worldwide. We aimed to assess the proportion of institutions that provided public health degrees with climate and health education, the annual number of students trained in climate and health, and the extent to which students had climate and health knowledge during 2023-24. METHODS: From Nov 1, 2023, to March 15, 2024, our online survey quantified climate and health education in public health schools that provide degrees across all WHO regions. The survey was available in English, Spanish, and Portuguese and distributed to Global Consortium on Climate and Health Education member institutions and organisations and the Global Network for Academic Public Health; institutions in 138 countries were invited to participate. We collected data on optional and mandatory training, enrolment in versus actual education on climate topics, degree programmes offering climate education, year of curriculum implementation, and the extent of training across eight competency domains. Instructions stated that the survey should be completed by school staff who designed, taught, or were familiar with climate or planetary health content and curricula within their institution. Two follow-up reminder emails were sent to institutions that had not completed the survey on Jan 13, 2024, and Feb 15, 2024. We also measured the presence of climate education among randomly selected non-responding institutions through internet searches for evidence of a class or a concentration from June 1 to July 25, 2024. FINDINGS: The survey was sent to 1251 public health institutions across 138 countries; we received responses from 279 (22%) of 1251 institutions in 81 (59%) of 138 countries. Most institutions that we invited were in the WHO region of the Americas (n=776), the African region (n=177), and the European region (n=155). 196 (70%) of 279 responding institutions and 62 (77%) of 81 responding countries reported providing climate and health education during 2023-24. The number of responding institutions providing climate and health education was 53 (80%) of 66 in the European region, 21 (72%) of 29 in the Western Pacific region, five (71%) of seven in the South-East Asia region, 97 (68%) of 143 in the region of the Americas, 15 (63%) of 24 in the African region, and five (50%) of ten in the Eastern Mediterranean region. 298 degree-level public health programmes were identified during 2023-24, of which 171 (57%) reported that climate and health education was part of the required curriculum. Master's degree programmes provided the most climate and health education (118 [40%] of 298 degree-level programmes identified). A search of 135 additional non-responding institutions indicated that 36 (27%) likely offered climate and health education. INTERPRETATION: Our global survey of institutions that provide public health degrees found widespread integration of climate topics in public health curricula. To address disparities, future work should prioritise integrating climate and health education globally, increasing investments, and securing institutional and political support. International cooperation and national engagement are essential to achieve comprehensive climate education across all public health training programmes. FUNDING: None.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.004
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.147
GPT teacher head0.368
Teacher spread0.221 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations11
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueThe Lancet Planetary HealthSame topicClimate Change and Health ImpactsFrench-language works237,207