Machine learning and algorithmic fairness in public and population health

V Mhasawade, Y Zhao, R Chunara - Nature Machine Intelligence, 2021 - nature.com
Until now, much of the work on machine learning and health has focused on processes
inside the hospital or clinic. However, this represents only a narrow set of tasks and …

Participatory research for environmental justice: a critical interpretive synthesis

LF Davis, MD Ramírez-Andreotta - Environmental health …, 2021 - ehp.niehs.nih.gov
Background: Environmental health risks are disproportionately colocated with communities
in poverty and communities of color. In some cases, participatory research projects have …

Variations in the motivations of environmental citizen scientists

SE West, RM Pateman, A Dyke - Citizen Science: Theory …, 2021 - eprints.whiterose.ac.uk
Understanding motivations is important because appealing to and fulfilling motivations helps
citizen science projects recruit and retain participants. We summarise the literature around …

The science of citizen science: A systematic literature review on educational and scientific outcomes

L Finger, V van den Bogaert, L Schmidt… - Frontiers in …, 2023 - frontiersin.org
Citizen Science is an ever-growing field of public engagement with science, and recent
years have seen an increasing number of studies examining its potential. This study reviews …

[HTML][HTML] Engaging diverse citizen scientists for environmental health: recommendations from participants and promotoras

LF Davis, MD Ramírez-Andreotta, SR Buxner - 2020 - theoryandpractice …
Environmental health citizen science (CS) offers a strategy for historically disenfranchised
community members to inform research questions, collect and analyze data, and draw …

From goals to engagement—evaluating citizen science project descriptions as science communication texts

YN Golumbic, M Oesterheld - Frontiers in Environmental Science, 2023 - frontiersin.org
Introduction: Attracting and recruiting volunteers is a key aspect of managing a citizen
science initiative. Science communication plays a central role in this process. In this context …

Arsenic in drinking water and diabetes

A Shakya, M Dodson, JF Artiola, M Ramirez-Andreotta… - Water, 2023 - mdpi.com
Arsenic is ubiquitous in soil and water environments and is consistently at the top of the
Agency for Toxic Substances Disease Registry (ATSDR) substance priority list. It has been …

Exploring the potential risk of heavy metal pollution of edible cultivated plants in urban gardening contexts using a citizen science approach in the project “heavy metal …

E Ziss, W Friesl-Hanl, S Götzinger, C Noller… - Sustainability, 2021 - mdpi.com
Urban gardening has become increasingly popular, creating green oases in cities; however,
many of these activities are undertaken in areas of high traffic density or on ex-brown field …

Backyard aerosol pollution monitors: Foliar surfaces, dust enrichment, and factors influencing foliar retention

K Zeider, I Manjón, EA Betterton, AE Sáez… - Environmental …, 2023 - Springer
Air pollution is one of the leading causes of death from noncommunicable diseases globally,
and in Arizona, both mining activities and abandoned agriculture can generate erodible …

[HTML][HTML] The AirSensor open-source R-package and DataViewer web application for interpreting community data collected by low-cost sensor networks

B Feenstra, A Collier-Oxandale, V Papapostolou… - … Modelling & Software, 2020 - Elsevier
While large-scale low-cost sensor networks are now recording air pollutant concentrations at
finer spatial and temporal scales than previously measured, the large environmental data …