# Environmental Impact of Online Versus in-Person Critical Care Education Through the Carbon Footprint Analysis of the CERTAIN Program: Cross-Sectional Study

**Authors:** Baiyong Wang, Claudia Castillo Zambrano, Nasrin Nikravangolsefid, Ricardo Machado Carvalhais, Alexander Niven, Ognjen Gajic, Yue Dong

PMC · DOI: 10.2196/63524 · JMIR Formative Research · 2025-07-31

## TL;DR

This study shows that online medical education significantly reduces carbon emissions compared to in-person courses, without lowering learner satisfaction.

## Contribution

The study quantifies the environmental benefits of online medical education through a detailed carbon footprint analysis of a global program.

## Key findings

- Local in-person courses emitted 52.7 tons of CO2 per course, mostly from air travel.
- Online courses reduced emissions by 96% per participant and 89% per course compared to local in-person courses.
- Learner satisfaction was high for both online and in-person formats, supporting the shift to digital education.

## Abstract

Climate change is a pressing public health issue, with the US health care sector contributing about 479 million tons of carbon dioxide (CO2) annually. Online continuing medical education offers an alternative solution to increase global education delivery while reducing CO2 emissions associated with traditional teaching methods.

This study aimed to evaluate the carbon dioxide equivalent (CO2e) emissions associated with different delivery methods of the CERTAIN (Checklist for Early Recognition and Treatment of Acute Illness and Injury) global critical care education program. Specifically, we aimed to compare the climate impact of local in-person courses in Rochester, MN, international in-person courses, and online courses to determine the potential environmental benefits of transitioning to digital education platforms.

A cross-sectional analysis of CO2e emissions linked to the CERTAIN program was conducted from 2016 to 2022. We compared the climate impact of 3 different course offerings: local in-person at Rochester, MN, international in-person courses, and online courses. The international conferences were conducted in the host country with faculty traveling there to provide the educational content. CO2e emissions were calculated using the “My Climate Flight Calculator” and “Environmental Protection Agency Emission Factors” formulas for travel, conference venues, and online course–related emissions. Learner satisfaction was assessed via validated 5-point Likert surveys.

Local courses had the highest emissions: 52.7 tons/course (2.5 tons/participant), 96% from air travel (50.6tons, P<.001), versus other formats. International courses showed 20.2 tons/course (0.4 tons/participant), of which 93%(18.8 tons) were travel-related. Online courses reduced emissions by 96% per capita (0.1 tons/participant, P<.001) and 89% per course (5.6 tons, P<.001) versus local format. Overall course ratings were either excellent (live 50%, n=136) vs online 44%, n=11) or very good (live 30.9%, n=84 vs online 53%, n=12) for both live and online courses.

The transition to online delivery of our CERTAIN global education program has led to a substantial reduction in CO2 emissions, mainly by eliminating travel, with similar levels of learner satisfaction. These findings support a strategic shift toward digital medical education platforms to promote environmental responsibility and broaden global educational access.

## Linked entities

- **Chemicals:** carbon dioxide (PubChem CID 280), CO2 (PubChem CID 280)

## Full-text entities

- **Diseases:** Acute Illness and Injury (MESH:D001930)
- **Chemicals:** Carbon (MESH:D002244), CO2 (MESH:D002245), CO2e (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

52 references — full list in the complete paper: https://tomesphere.com/paper/PMC12313308/full.md

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Source: https://tomesphere.com/paper/PMC12313308