Machine learning for social science: An agnostic approach

J Grimmer, ME Roberts… - Annual Review of Political …, 2021 - annualreviews.org
Social scientists are now in an era of data abundance, and machine learning tools are
increasingly used to extract meaning from data sets both massive and small. We explain …

The COVID-19, obesity, and food insecurity syndemic

S Pryor, W Dietz - Current obesity reports, 2022 - Springer
Abstract Purpose of Review To introduce and provide evidence for the new Syndemic of
COVID-19, Obesity, and Food Insecurity and propose strategies for mitigating its impact …

COVID-19, the built environment, and health

H Frumkin - Environmental health perspectives, 2021 - ehp.niehs.nih.gov
Background: Since the dawn of cities, the built environment has both affected infectious
disease transmission and evolved in response to infectious diseases. COVID-19 illustrates …

Built environment correlates of physical activity in low-and middle-income countries: A systematic review

S Elshahat, M O'Rorke, D Adlakha - PloS one, 2020 - journals.plos.org
Insufficient physical activity (PA) is the fourth major risk factor for many non-communicable
diseases and premature mortality worldwide. Features of the built environment (BE) play a …

Barriers and facilitators of domain-specific physical activity: a systematic review of reviews

L Garcia, G Mendonça, TRB Benedetti, LJ Borges… - BMC Public Health, 2022 - Springer
Background Knowing what facilitates and hinders physical activity behaviour across
domains (leisure, travel, work or education, and household) is central for the development of …

What is 'neighborhood walkability'? How the built environment differently correlates with walking for different purposes and with walking on weekdays and weekends

J Gao, CBM Kamphuis, M Helbich, D Ettema - Journal of transport …, 2020 - Elsevier
Residential environments are associated with people's walking behavior. Transit-related,
non-transit-related, and recreational walking may be differently associated with residential …

[HTML][HTML] Examining the state, quality and strength of the evidence in the research on built environments and physical activity among adults: an overview of reviews …

SA Prince, S Lancione, JJ Lang, N Amankwah… - Health & Place, 2022 - Elsevier
Background Built environments have been implicated in the development of chronic
disease, with physical activity (PA) considered one of the critical mechanisms for this …

Effects of an urban cable car intervention on physical activity: the TrUST natural experiment in Bogotá, Colombia

L Baldovino-Chiquillo, OL Sarmiento… - The Lancet Global …, 2023 - thelancet.com
Background Cable cars are part of the transport system in several cities in Latin America, but
no evaluations of their effects on physical activity are available. TransMiCable is the first …

Urban transformations and health: methods for TrUST—a natural experiment evaluating the impacts of a mass transit cable car in Bogotá, Colombia

OL Sarmiento, D Higuera-Mendieta… - Frontiers in public …, 2020 - frontiersin.org
Background: Cable cars provide urban mobility benefits for vulnerable populations.
However, no evaluation has assessed cable cars' impact from a health perspective …

Effect of rail transit on travel behavior: A systematic review and meta-analysis

J Wang, W Cheng, Y Lu, D Wang - Transportation Research Part D …, 2023 - Elsevier
Recent research has treated new rail transit systems as 'natural experiments', and while they
have generally resulted in increased ridership, the underlying reasons for this remain …