Literature DB >> 20231761

Combining GPS, GIS, and accelerometry: methodological issues in the assessment of location and intensity of travel behaviors.

Melody Oliver1, Hannah Badland, Suzanne Mavoa, Mitch J Duncan, Scott Duncan.   

Abstract

BACKGROUND: Global positioning systems (GPS), geographic information systems (GIS), and accelerometers are powerful tools to explain activity within a built environment, yet little integration of these tools has taken place. This study aimed to assess the feasibility of combining GPS, GIS, and accelerometry to understand transport-related physical activity (TPA) in adults.
METHODS: Forty adults wore an accelerometer and portable GPS unit over 7 consecutive days and completed a demographics questionnaire and 7-day travel log. Accelerometer and GPS data were extracted for commutes to/from workplace and integrated into a GIS database. GIS maps were generated to visually explore physical activity intensity, GPS speeds and routes traveled.
RESULTS: GPS, accelerometer, and survey data were collected for 37 participants. Loss of GPS data was substantial due to a range of methodological issues, such as low battery life, signal drop out, and participant noncompliance. Nonetheless, greater travel distances and significantly higher speeds were observed for motorized trips when compared with TPA.
CONCLUSIONS: Pragmatic issues of using GPS monitoring to understand TPA behaviors and methodological recommendations for future research were identified. Although methodologically challenging, the combination of GPS monitoring, accelerometry and GIS technologies holds promise for understanding TPA within the built environment.

Entities:  

Mesh:

Year:  2010        PMID: 20231761     DOI: 10.1123/jpah.7.1.102

Source DB:  PubMed          Journal:  J Phys Act Health        ISSN: 1543-3080


  43 in total

1.  Examining commute routes: applications of GIS and GPS technology.

Authors:  Hannah M Badland; Mitch J Duncan; Melody Oliver; J Scott Duncan; Suzanne Mavoa
Journal:  Environ Health Prev Med       Date:  2010-03-20       Impact factor: 3.674

2.  Walking objectively measured: classifying accelerometer data with GPS and travel diaries.

Authors:  Bumjoon Kang; Anne V Moudon; Philip M Hurvitz; Lucas Reichley; Brian E Saelens
Journal:  Med Sci Sports Exerc       Date:  2013-07       Impact factor: 5.411

Review 3.  What Is Driving Obesity? A Review on the Connections Between Obesity and Motorized Transportation.

Authors:  Douglas M King; Sheldon H Jacobson
Journal:  Curr Obes Rep       Date:  2017-03

4.  Joint physical activity and sedentary behavior in parent-child pairs.

Authors:  Genevieve Fridlund Dunton; Yue Liao; Estela Almanza; Michael Jerrett; Donna Spruijt-Metz; Chih-Ping Chou; Mary Ann Pentz
Journal:  Med Sci Sports Exerc       Date:  2012-08       Impact factor: 5.411

5.  Is missing geographic positioning system data in accelerometry studies a problem, and is imputation the solution?

Authors:  Kristin Meseck; Marta M Jankowska; Jasper Schipperijn; Loki Natarajan; Suneeta Godbole; Jordan Carlson; Michelle Takemoto; Katie Crist; Jacqueline Kerr
Journal:  Geospat Health       Date:  2016-05-31       Impact factor: 1.212

6.  The Relationship Between Objectively Measured Walking and Risk of Pedestrian-Motor Vehicle Collision.

Authors:  D Alex Quistberg; Eric J Howard; Philip M Hurvitz; Anne V Moudon; Beth E Ebel; Frederick P Rivara; Brian E Saelens
Journal:  Am J Epidemiol       Date:  2017-05-01       Impact factor: 4.897

7.  Changes in the built environment and changes in the amount of walking over time: longitudinal results from the multi-ethnic study of atherosclerosis.

Authors:  Jana A Hirsch; Kari A Moore; Philippa J Clarke; Daniel A Rodriguez; Kelly R Evenson; Shannon J Brines; Melissa A Zagorski; Ana V Diez Roux
Journal:  Am J Epidemiol       Date:  2014-09-18       Impact factor: 4.897

8.  Are GIS-modelled routes a useful proxy for the actual routes followed by commuters?

Authors:  Alice M Dalton; Andrew P Jones; Jenna Panter; David Ogilvie
Journal:  J Transp Health       Date:  2015-06-01

9.  Locations of joint physical activity in parent-child pairs based on accelerometer and GPS monitoring.

Authors:  Genevieve Fridlund Dunton; Yue Liao; Estela Almanza; Micheal Jerrett; Donna Spruijt-Metz; Mary Ann Pentz
Journal:  Ann Behav Med       Date:  2013-02

10.  Activity space environment and dietary and physical activity behaviors: a pilot study.

Authors:  Shannon N Zenk; Amy J Schulz; Stephen A Matthews; Angela Odoms-Young; JoEllen Wilbur; Lani Wegrzyn; Kevin Gibbs; Carol Braunschweig; Carmen Stokes
Journal:  Health Place       Date:  2011-05-17       Impact factor: 4.078

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