Marc Marí-Dell'Olmo
@epistatistic.bsky.social
Interests: Biostatistics, Spatial and Social epidemiology, Evaluation of interventions, Energy poverty, Climate change / Public Health Agency of Barcelona
A huge thank you to our co-authors and funders for making this work possible! 🙏
July 25, 2025 at 12:24 PM
A huge thank you to our co-authors and funders for making this work possible! 🙏
We've made the reproducible R-INLA code available on GitHub (github.com/marcosqz/sbd...). We hope this encourages more researchers to apply SB-DLNMs in environmental epidemiology! #OpenScience #RStats
GitHub - marcosqz/sbdlnm_rinla_implementation
Contribute to marcosqz/sbdlnm_rinla_implementation development by creating an account on GitHub.
github.com
July 25, 2025 at 12:24 PM
We've made the reproducible R-INLA code available on GitHub (github.com/marcosqz/sbd...). We hope this encourages more researchers to apply SB-DLNMs in environmental epidemiology! #OpenScience #RStats
This speed boost, along with easier implementation on Linux clusters for parallelization, opens up new possibilities for using SB-DLNMs with large-scale datasets. Imagine continent-wide analyses! 🌍
July 25, 2025 at 12:24 PM
This speed boost, along with easier implementation on Linux clusters for parallelization, opens up new possibilities for using SB-DLNMs with large-scale datasets. Imagine continent-wide analyses! 🌍
Despite the significant speed improvement, the results from our R-INLA implementation are highly comparable to those from WinBUGS, showing similar temperature-mortality associations and spatial risk distributions.
July 25, 2025 at 12:24 PM
Despite the significant speed improvement, the results from our R-INLA implementation are highly comparable to those from WinBUGS, showing similar temperature-mortality associations and spatial risk distributions.
Good news! We've rewritten SB-DLNMs in R-INLA, drastically cutting down computation time. For our case study on temperature-mortality in Barcelona, execution time dropped from over 14 days to just 25 minutes! ⏱️🔥
July 25, 2025 at 12:24 PM
Good news! We've rewritten SB-DLNMs in R-INLA, drastically cutting down computation time. For our case study on temperature-mortality in Barcelona, execution time dropped from over 14 days to just 25 minutes! ⏱️🔥
Originally, we implemented SB-DLNMs using WinBUGS, which was effective but computationally intensive (think weeks of execution time! 😫). Check out our previous work on this here: academic.oup.com/ije/article/...
Spatial Bayesian distributed lag non-linear models (SB-DLNM) for small-area exposure-lag-response epidemiological modelling
AbstractBackground. Distributed lag non-linear models (DLNMs) are the reference framework for modelling lagged non-linear associations. They are usually us
academic.oup.com
July 25, 2025 at 12:24 PM
Originally, we implemented SB-DLNMs using WinBUGS, which was effective but computationally intensive (think weeks of execution time! 😫). Check out our previous work on this here: academic.oup.com/ije/article/...
5/5 📖 The article is available for free for the next 24 hours. Take advantage of this opportunity to download it here: www.sciencedirect.com/science/arti... #NewPublication #Research #PublicHealth
City PROFILE: “Barcelona: The experience of 40 years of health reports, a health for all policies tool”
This article profiles the city of Barcelona, focusing on public health and its 40-year history of Health Reporting, and how these reports help to impl…
www.sciencedirect.com
March 25, 2025 at 9:04 AM
5/5 📖 The article is available for free for the next 24 hours. Take advantage of this opportunity to download it here: www.sciencedirect.com/science/arti... #NewPublication #Research #PublicHealth
4/5 💡 It also highlights the lessons learned from Barcelona's experience, offering valuable insights for other cities aiming to enhance their health governance.
March 25, 2025 at 9:04 AM
4/5 💡 It also highlights the lessons learned from Barcelona's experience, offering valuable insights for other cities aiming to enhance their health governance.
3/5 🔍 The article examines how evidence from health reports has informed policies on housing, climate change, transport, and socioeconomic inequalities.
March 25, 2025 at 9:04 AM
3/5 🔍 The article examines how evidence from health reports has informed policies on housing, climate change, transport, and socioeconomic inequalities.
2/5 📚 This article delves into the 40-year history of health reporting in Barcelona and its significant impact on public health policies.
March 25, 2025 at 9:04 AM
2/5 📚 This article delves into the 40-year history of health reporting in Barcelona and its significant impact on public health policies.
Special thanks to all co-authors, especially Karen Naes Aaserud and Laura Oliveras for their tremendous effort! #Research #HealthPlace #EnergyJustice
January 7, 2025 at 1:37 PM
Special thanks to all co-authors, especially Karen Naes Aaserud and Laura Oliveras for their tremendous effort! #Research #HealthPlace #EnergyJustice
🏥 A strong link persists between EP & poor health, with EP doubling the risk of poor self-reported health & mental health. #MentalHealth #HealthEquity
January 7, 2025 at 1:37 PM
🏥 A strong link persists between EP & poor health, with EP doubling the risk of poor self-reported health & mental health. #MentalHealth #HealthEquity
📊 Energy Poverty (EP) increased from 12.4% (2016) to 14.4% (2021). Vulnerable groups like migrants from low- & middle-income countries & manual workers faced the greatest impacts. Women, particularly aged 15–65, were disproportionately affected. #PublicHealth
January 7, 2025 at 1:37 PM
📊 Energy Poverty (EP) increased from 12.4% (2016) to 14.4% (2021). Vulnerable groups like migrants from low- & middle-income countries & manual workers faced the greatest impacts. Women, particularly aged 15–65, were disproportionately affected. #PublicHealth