User profiles for "author:Stephen J Mooney"

Stephen J Mooney

Assistant Professor, University of Washington
Verified email at uw.edu
Cited by 3360

Big data in public health: terminology, machine learning, and privacy

SJ Mooney, V Pejaver - Annual review of public health, 2018 - annualreviews.org
The digital world is generating data at a staggering and still increasing rate. While these “big
data” have unlocked novel opportunities to understand public health, they hold still greater …

Roadmap for free-floating bikeshare research and practice in North America

JA Hirsch, J Stratton-Rayner, M Winters… - Transport …, 2019 - Taylor & Francis
The deployment of smartphone-operated, non-station-based bicycle fleets (“dockless” or
“free-floating” bikeshare) represents a new generation of bikesharing. Users locate bikes in …

Commentary: epidemiology in the era of big data

SJ Mooney, DJ Westreich, AM El-Sayed - Epidemiology, 2015 - journals.lww.com
Big Data has increasingly been promoted as a revolutionary development in the future of
science, including epidemiology. However, the definition and implications of Big Data for …

Freedom from the station: Spatial equity in access to dockless bike share

SJ Mooney, K Hosford, B Howe, A Yan… - Journal of transport …, 2019 - Elsevier
Background Bike sharing systems have potential to substantially boost active transportation
levels (and consequent physical and mental health) in urban populations. We explored …

Bayesian hierarchical spatial models: Implementing the Besag York Mollié model in stan

M Morris, K Wheeler-Martin, D Simpson… - Spatial and spatio …, 2019 - Elsevier
This report presents a new implementation of the Besag-York-Mollié (BYM) model in Stan, a
probabilistic programming platform which does full Bayesian inference using Hamiltonian …

Incidence and predictors of bowel obstruction in elderly patients with stage IV colon cancer: a population-based cohort study

M Winner, SJ Mooney, DL Hershman… - JAMA …, 2013 - jamanetwork.com
Importance Research has been limited on the incidence, mechanisms, etiology, and
treatment of symptoms that require palliation in patients with terminal cancer. Bowel …

Development and deployment of the Computer Assisted Neighborhood Visual Assessment System (CANVAS) to measure health-related neighborhood conditions

MDM Bader, SJ Mooney, YJ Lee, D Sheehan… - Health & place, 2015 - Elsevier
Public health research has shown that neighborhood conditions are associated with health
behaviors and outcomes. Systematic neighborhood audits have helped researchers …

Prenatal exposure to phthalates and childhood body size in an urban cohort

MM Maresca, LA Hoepner, A Hassoun… - Environmental …, 2016 - ehp.niehs.nih.gov
Background: Phthalate exposures are hypothesized to increase obesity; however, prior
research has been largely cross-sectional. Objective: We evaluated associations between …

Validity of an ecometric neighborhood physical disorder measure constructed by virtual street audit

SJ Mooney, MDM Bader, GS Lovasi… - American journal of …, 2014 - academic.oup.com
Neighborhood physical disorder is thought to affect mental and physical health, but it has
been difficult to measure objectively and reliably across large geographical areas or multiple …

[HTML][HTML] Opportunities and challenges of using social media big data to assess mental health consequences of the COVID-19 crisis and future major events

M Tušl, A Thelen, K Marcus, A Peters, E Shalaeva… - Discover Mental …, 2022 - Springer
The present commentary discusses how social media big data could be used in mental
health research to assess the impact of major global crises such as the COVID-19 …