ReviewNature human behaviour2021
A review and agenda for integrated disease models including social and behavioural factors.
Review in Nature human behaviour, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
82 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Community engagement processes in low- and middle-income countries health research settings: a systematic review of the literature.BMC health services research · 2023Pooled it
- Epidemiological modelling in refugee and internally displaced people settlements: challenges and ways forward.BMJ global health · 2022Pooled it
- How mistrust emerged in real time in the Bundibugyo virus disease outbreak: 'Ebola business', social media and the history of mistrust in Ebola epidemics in eastern Congo.BMJ global health · 2026Article
- Social Contagion in COVID-19 Discussions Within the Belgian Reddit Community: Statistical and Modeling Study.Journal of medical Internet research · 2026Article
- Simulating population compliance with pandemic interventions using large language models.medRxiv : the preprint server for health sciences · 2026Article
- Heterogeneous estimations of non-pharmaceutical mitigation behavior during the COVID-19 pandemic.Scientific data · 2026Article
- Forecastability of infectious disease time series: are some seasons and pathogens intrinsically more difficult to forecast?PLoS computational biology · 2026Article
- Risk mapping novel respiratory pathogens with large-scale dynamic contact networks.Communications medicine · 2026Article
- Coupled Dynamics of Vaccination Behavior and Epidemic Spreading on Multilayer Higher-Order Networks.Entropy (Basel, Switzerland) · 2026Article
- Mobility-driven synthetic contact matrices as a scalable solution for real-time pandemic response modeling.Nature communications · 2026Article
- Partisan differences in health behaviors can impact respiratory disease dynamics.medRxiv : the preprint server for health sciences · 2026Article
- Reconstructing the early spatial spread of pandemic respiratory viruses in the United States.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Individual and neighborhood based socioeconomic factors relevant for contact behaviour and epidemic control.Communications medicine · 2025Article
- Dynamics of social inequalities in severe COVID-19 outcomes in metropolitan France from 2020 to 2022.Communications medicine · 2025Article
- Social, mobility and contact networks in shaping health behaviours and infectious disease dynamics: a scoping review.Infectious diseases of poverty · 2025Article
- Reconstructing the early spatial spread of pandemic respiratory viruses in the United States.medRxiv : the preprint server for health sciences · 2025Article
- Identifying delayed human response to external risks: an econometric analysis of mobility change during a pandemic.BMC medical research methodology · 2025Article
- Improving policy design and epidemic response using integrated models of economic choice and disease dynamics with behavioral feedback.PLoS computational biology · 2025Article
- [Utilising behavioural data to promote climate-healthy behaviour: methods, potential and future directions].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025Review
- Estimating behavioural relaxation induced by COVID-19 vaccines in the first months of their rollout.PLoS computational biology · 2025Article
22 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors.
Funding
Abstract
Social and behavioural factors are critical to the emergence, spread and containment of human disease, and are key determinants of the course, duration and outcomes of disease outbreaks. Recent epidemics of Ebola in West Africa and coronavirus disease 2019 (COVID-19) globally have reinforced the importance of developing infectious disease models that better integrate social and behavioural dynamics and theories. Meanwhile, the growth in capacity, coordination and prioritization of social science research and of risk communication and community engagement (RCCE) practice within the current pandemic response provides an opportunity for collaboration among epidemiological modellers, social scientists and RCCE practitioners towards a mutually beneficial research and practice agenda. Here, we provide a review of the current modelling methodologies and describe the challenges and opportunities for integrating them with social science research and RCCE practice. Finally, we set out an agenda for advancing transdisciplinary collaboration for integrated disease modelling and for more robust policy and practice for reducing disease transmission.
Indexed as
Identifiers
34183799What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.