Measuring objective and subjective well-being: dimensions and data sources

V Voukelatou, L Gabrielli, I Miliou, S Cresci… - International Journal of …, 2021 - Springer
Well-being is an important value for people's lives, and it could be considered as an index of
societal progress. Researchers have suggested two main approaches for the overall …

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 …

Pathways from built environment to health: A conceptual framework linking behavior and exposure-based impacts

LD Frank, N Iroz-Elardo, KE MacLeod… - Journal of Transport & …, 2019 - Elsevier
Background and purpose A growing body of evidence documents multiple ways in which
land use and transportation investments influence health. To date, most evidence linking the …

Influence of urban and transport planning and the city environment on cardiovascular disease

MJ Nieuwenhuijsen - Nature reviews cardiology, 2018 - nature.com
This Review describes the relationship between urban and transport planning and the city
environment, the main cardiovascular risk factors (including physical activity, hypertension …

International variation in neighborhood walkability, transit, and recreation environments using geographic information systems: the IPEN adult study

MA Adams, LD Frank, J Schipperijn, G Smith… - International journal of …, 2014 - Springer
Abstract Background The World Health Organization recommends strategies to improve
urban design, public transportation, and recreation facilities to facilitate physical activity for …

Transportation planning and quality of life: Where do they intersect?

RJ Lee, IN Sener - Transport policy, 2016 - Elsevier
Policy makers and researchers are increasingly recognizing the connections between public
health and transportation, but health improvements are typically framed from a physical …

The factors related to a sedentary lifestyle: A meta‐analysis review

LCG Martins, MVO Lopes, CM Diniz… - Journal of Advanced …, 2021 - Wiley Online Library
Aims To compare factors associated with the sedentary lifestyle described in the literature
with the factors listed in NANDA International. Design Systematic review with meta‐analysis …

Assessment of direct and indirect associations between children active school travel and environmental, household and child factors using structural equation …

E Ikeda, E Hinckson, K Witten, M Smith - International journal of behavioral …, 2019 - Springer
Background Active school travel (AST) is influenced by multiple factors including built and
social environments, households and individual variables. A holistic theory such as Mitra's …

A data-informed analytical approach to human-scale greenway planning: Integrating multi-sourced urban data with machine learning algorithms

Z Tang, Y Ye, Z Jiang, C Fu, R Huang, D Yao - Urban Forestry & Urban …, 2020 - Elsevier
Urban greenways have been recognized as an important strategy to improve human-scale
quality in high-density built environments. Nevertheless, current greenway suitability …

Creating built environments that expand active transportation and active living across the United States: a policy statement from the American heart association

DR Young, AL Cradock, AA Eyler, M Fenton… - Circulation, 2020 - Am Heart Assoc
Physical activity is vital for the health and well-being of youth and adults, although the
prevalence of physical activity continues to be low. Promoting active transportation or human …