Evidence map›Paper›PMID 39145858›Full record

ArticleJournal of urban health : bulletin of the New York Academy of Medicine2024

Smartphone GPS-Based Exposure to Greenspace and Walkability and Accelerometer-Assessed Physical Activity During Pregnancy and Early Postpartum-Evidence from the MADRES Cohort.

Li Yi, Rima Habre, Tyler B Mason, Yan Xu, Jane Cabison, Marisela Rosales, Daniel Chu, Thomas A Chavez, Mark Johnson, Sandrah P Eckel and 4 more

Abstract read
In one paragraph

Article in Journal of urban health : bulletin of the New York Academy of Medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Review
  2. The Influence of Urban Context on Emotions and Bodily Responses During Walking.Journal of urban health : bulletin of the New York Academy of Medicine · 2026
    Article
  3. Article
  4. Article
  5. Observational
  6. GPS-based street-view greenspace exposure and wearable assessed physical activity in a prospective cohort of US women.The international journal of behavioral nutrition and physical activity · 2025
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Observational
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Li YiSpatial Sciences Institute, University of Southern California, Los Angeles, CA, USA. li_yi@hsph.harvard.edu.ORCID http://orcid.org/0000-0001-6018-0793
Rima HabreSpatial Sciences Institute, University of Southern California, Los Angeles, CA, USA.
Tyler B MasonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Yan XuSpatial Sciences Institute, University of Southern California, Los Angeles, CA, USA.
Jane CabisonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Marisela RosalesDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Daniel ChuDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Thomas A ChavezDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Mark JohnsonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Sandrah P EckelDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Theresa M BastainDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
Carrie V BretonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
John P WilsonSpatial Sciences Institute, University of Southern California, Los Angeles, CA, USA.
Genevieve F DuntonDepartment of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.

Funding

Southern California Clinical and Translational Science InstituteUL1TR001855 · NCATS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Thomas A Buchanan, Michele D. Kipke · 2016 to 2026
$81.3M
Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4M
Project 3: Maternal Exposure to Environmental Hazards and Psychosocial Stressors and Postpartum Allostatic LoadP50MD015705 · NIMHD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BRETON, CARRIE VAN DOREN · 2020 to 2024
$8.1M
Project 2: Environmental Exposures, Stress, and Maternal Pregnancy-Related Weight OutcomesP50ES026086 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BASTAIN, THERESA M · 2015 to 2019
$3.7M
Influence of prenatal psychosocial stressors on maternal and fetal circulating miRNAsR01MD011698 · NIMHD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BRETON, CARRIE VAN DOREN, MARSIT, CARMEN JOSEPH · 2017 to 2021
$3.3M
Prenatal air pollution, fetal development and early childhood obesity riskR01ES027409 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BRETON, CARRIE VAN DOREN · 2018 to 2022
$3.3M
NCATS NIH HHS UL1 TR001855NIEHS NIH HHS P30 ES007048NIEHS NIH HHS P30ES007048NIEHS NIH HHS P50 ES026086NIEHS NIH HHS P50ES026086NIEHS NIH HHS R01 ES027409NIEHS NIH HHS R01ES027409NIMHD NIH HHS P50 MD015705NIMHD NIH HHS P50MD015705NIMHD NIH HHS R01 MD011698NIMHD NIH HHS R01MD011698Southern California Clinical and Translational Science Institute UL1TR001855U.S. Environmental Protection Agency 83615801
6 · The paper itself

Abstract

A growing number of studies have associated walkability and greenspace exposure with greater physical activity (PA) in women during pregnancy. However, most studies have focused on examining women's residential environments and neglected exposure in locations outside the home neighborhood. Using 350 person-days (N = 55 participants) of smartphone global positioning system (GPS) location and accelerometer data collected during the first and third trimesters and 4-6 months postpartum from 55 Hispanic pregnant women from the Maternal and Developmental Risks from Environmental and Social Stressors (MADRES) study, we examined the day-level effect of women's exposure to walkability and greenspace on their PA outcomes during pregnancy and in the early postpartum period. Moderate-to-vigorous physical activity [MVPA] minutes per day was assessed using accelerometers. Walkability and greenspace were measured using geographic information systems (GIS) within women's daily activity spaces (i.e., places visited and routes taken) recorded using a smartphone GPS and weighted by time spent. We used a generalized linear mixed-effects model to estimate the effects of daily GPS-derived environmental exposures on day-level MVPA minutes. Results showed that women engaged in 23% more MVPA minutes on days when they had some versus no exposure to parks and open spaces in activity spaces (b = 1.23; 95%CI: 1.02-1.48). In addition, protective effects of daily greenspace and walkability exposure on MVPA were stronger in the first and third trimesters, among first-time mothers, and among women who had high pre-pregnancy body mass index (BMI) and lived in least-safe neighborhoods. Our results suggest that daily greenspace and walkability exposure are important for women's PA and associated health outcomes during pregnancy and early postpartum.

Indexed as

ExercisePostpartum PeriodSmartphoneWalkingAccelerometryAdultEnvironment DesignFemaleGeographic Information SystemsHispanic or LatinoHumansParks, RecreationalPregnancyResidence CharacteristicsYoung AdultAccelerometerBuilt environmentGPSGreen spacePhysical activityPregnancyWalkability

Identifiers

PMID39145858
PMCPMC11652437

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.