Use of global positioning systems to study physical activity and the environment: a systematic review.

CONTEXT The GPS represents an innovative way to objectively assess the spatial locations of physical activity behavior. The aim of this systematic review was to determine the capability of GPS to collect high-quality data on the location of activities in research on the relationship between physical activity and the environment. EVIDENCE ACQUISITION Published and unpublished articles identified from seven electronic databases, reference lists, bibliographies, and websites up to March 2010 were systematically searched for, appraised, and analyzed in summer 2010. Included studies used GPS to measure the spatial locations of physical activity and some form of environmental analysis related to the GPS data. The capability of GPS was expressed in terms of data quality, which in turn was defined as the proportion of GPS data lost in each study. EVIDENCE SYNTHESIS 24 studies met the inclusion criteria. Data loss was positively correlated with the measurement period for which participants were asked to wear the GPS device (r=0.81, p<0.001). Major reasons for data loss included signal drop-outs, loss of device battery power, and poor adherence of participants to measurement protocols. Data loss did not differ significantly between children and adults or by study sample size, year of publication, or GPS device manufacturer. CONCLUSIONS GPS is a promising tool for improving understanding of the spatial context of physical activity. The current findings suggest that the choice of an appropriate device and efforts to maximize participant adherence are key to improving data quality, especially over longer study periods.

[1]  J. Sallis,et al.  An ecological approach to creating active living communities. , 2006, Annual review of public health.

[2]  Scott Duncan,et al.  Combining GPS, GIS, and accelerometry: methodological issues in the assessment of location and intensity of travel behaviors. , 2010, Journal of physical activity & health.

[3]  M. Petticrew,et al.  Promoting walking and cycling as an alternative to using cars: systematic review , 2004, BMJ : British Medical Journal.

[4]  M. Duncan,et al.  GIS or GPS? A comparison of two methods for assessing route taken during active transport. , 2007, American journal of preventive medicine.

[5]  Christine M. Hoehner,et al.  Measuring the built environment for physical activity: state of the science. , 2009, American journal of preventive medicine.

[6]  Kai Elgethun,et al.  Comparison of global positioning system (GPS) tracking and parent-report diaries to characterize children's time–location patterns , 2007, Journal of Exposure Science and Environmental Epidemiology.

[7]  R. Groves Nonresponse Rates and Nonresponse Bias in Household Surveys , 2006 .

[8]  Kees Maat,et al.  Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands , 2009 .

[9]  Lynne Baillie,et al.  The application of a physical activity and location measurement system to public health interventions to promote physical activity , 2009, PETRA '09.

[10]  George Turkiyyah,et al.  A Report on Participant Sampling and Recruitment for Travel and Physical Activity Data Collection , 2009 .

[11]  Michael Sjöström,et al.  Measuring physical activity-related environmental factors: reliability and predictive validity of the European environmental questionnaire ALPHA , 2010, The international journal of behavioral nutrition and physical activity.

[12]  Paul M. Ong Measuring Travel Behavior of Low-Income Households Using GPS-Enabled Cell Phones; Multimodal Monitoring with Integrated GPS, Diary and Prompted Recall Methods , 2009 .

[13]  Michelle M Porter,et al.  Monitoring mobility in older adults using global positioning system (GPS) watches and accelerometers: a feasibility study. , 2009, Journal of aging and physical activity.

[14]  Kai Elgethun,et al.  Time-location analysis for exposure assessment studies of children using a novel global positioning system instrument. , 2003, Environmental health perspectives.

[15]  Alec Holt,et al.  Using accelerometers and GPS units to identify the proportion of daily physical activity located in parks with playgrounds in New Zealand children. , 2010, Preventive medicine.

[16]  R. Maddison,et al.  Global positioning system: a new opportunity in physical activity measurement , 2009, The international journal of behavioral nutrition and physical activity.

[17]  Bjørn Kristoffersen,et al.  Children in schoolyards: Tracking movement patterns and physical activity in schoolyards using global positioning system and heart rate monitoring , 2009 .

[18]  Mitch J Duncan,et al.  Applying GPS to enhance understanding of transport-related physical activity. , 2009, Journal of science and medicine in sport.

[19]  J. Sallis,et al.  Neighborhood-based differences in physical activity: an environment scale evaluation. , 2003, American journal of public health.

[20]  Kelly R Evenson,et al.  International Journal of Behavioral Nutrition and Physical Activity Assessing Urban and Rural Neighborhood Characteristics Using Audit and Gis Data: Derivation and Reliability of Constructs , 2022 .

[21]  Philip J Troped,et al.  Portable global positioning units to complement accelerometry-based physical activity monitors. , 2005, Medicine and science in sports and exercise.

[22]  Christopher J. Seeger,et al.  Using Global Position Systems (GPS) and Physical Activity Monitors to Assess the Built Environment , 2008 .

[23]  Laura Davis,et al.  Mapping the walk to school using accelerometry combined with a global positioning system. , 2010, American journal of preventive medicine.

[24]  R. Lynch,et al.  Use of global positioning system technology to track subject's location during environmental exposure sampling , 2001, Journal of Exposure Analysis and Environmental Epidemiology.

[25]  Roger Mackett,et al.  Setting Children Free: Children’s Independent Movement in the Local Environment , 2007 .

[26]  G. Schofield,et al.  Combining GPS with heart rate monitoring to measure physical activity in children: A feasibility study. , 2009, Journal of science and medicine in sport.

[27]  Charles E Matthews,et al.  The built environment and location-based physical activity. , 2010, American journal of preventive medicine.

[28]  B. Giles-Corti,et al.  Creating active environments across the life course: “thinking outside the square” , 2008, British Journal of Sports Medicine.

[29]  Melody Oliver,et al.  Examining commute routes: applications of GIS and GPS technology , 2010, Environmental health and preventive medicine.

[30]  J. Sallis,et al.  Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures , 2003, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[31]  J. Sallis,et al.  Neighborhood Environment Walkability Scale: validity and development of a short form. , 2006, Medicine and science in sports and exercise.

[32]  Andreas Buerkert,et al.  Performance of three GPS collars to monitor goats' grazing itineraries on mountain pastures , 2009 .

[33]  P. Edwards,et al.  Promoting physical activity and active living in urban environments : the role of local governments , 2006 .

[34]  Barbara E Ainsworth,et al.  Considerations for Using a Geographic Information System to Assess Environmental Supports for Physical Activity , 2004, Preventing chronic disease.

[35]  Daniel Krewski,et al.  Development of a wearable global positioning system for place and health research , 2008, International journal of health geographics.

[36]  S. Griffin,et al.  Environmental supportiveness for physical activity in English schoolchildren: a study using Global Positioning Systems , 2009, The international journal of behavioral nutrition and physical activity.

[37]  Stephen Fickas,et al.  Observing Outdoor Activity Using Global Positioning System-Enabled Cell Phones , 2008, ICOST.

[38]  P. Christensen,et al.  Is Children's Independent Mobility Really Independent? A Study of Children's Mobility Combining Ethnography and GPS/Mobile Phone Technologies1 , 2009 .

[39]  Jennifer Dill Bicycling for Transportation and Health: The Role of Infrastructure , 2009, Journal of public health policy.