Associations of health, physical activity and weight status with motorised travel and transport carbon dioxide emissions: a cross-sectional, observational study.
Abstract
BACKGROUND
Motorised travel and associated carbon dioxide (CO₂) emissions generate substantial health costs; in the case of motorised
travel, this may include contributing to rising obesity levels. Obesity has in turn been hypothesised to increase motorised
travel and/or CO₂ emissions, both because heavier people may use motorised travel more and because heavier people may choose
larger and less fuel-efficient cars. These hypothesised associations have not been examined empirically, however, nor has
previous research examined associations with other health characteristics. Our aim was therefore to examine how and why weight
status, health, and physical activity are associated with transport CO₂ emissions.
METHODS
3463 adults completed questionnaires in the baseline iConnect survey at three study sites in the UK, reporting their health,
weight, height and past-week physical activity. Seven-day recall instruments were used to assess travel behaviour and, together
with data on car characteristics, were used to estimate CO2 emissions. We used path analysis to examine the extent to which
active travel, motorised travel and car engine size explained associations between health characteristics and CO₂ emissions.
RESULTS
CO₂ emissions were higher in overweight or obese participants (multivariable standardized probit coefficients 0.16, 95% CI
0.08 to 0.25 for overweight vs. normal weight; 0.16, 95% CI 0.04 to 0.28 for obese vs. normal weight). Lower active travel
and, particularly for obesity, larger car engine size explained 19-31% of this effect, but most of the effect was directly
explained by greater distance travelled by motor vehicles. Walking for recreation and leisure-time physical activity were
associated with higher motorised travel distance and therefore higher CO₂ emissions, while active travel was associated with
lower CO₂ emissions. Poor health and illness were not independently associated with CO₂ emissions.
CONCLUSIONS
Establishing the direction of causality between weight status and travel behaviour requires longitudinal data, but the association
with engine size suggests that there may be at least some causal effect of obesity on CO₂ emissions. More generally, transport
CO₂ emissions are associated in different ways with different health-related characteristics. These include associations between
health goods and environmental harms (recreational physical activity and high emissions), indicating that environment-health
'co-benefits' cannot be assumed. Instead, attention should also be paid to identifying and mitigating potential areas of tension,
for example by promoting low-carbon recreational physical activity.
Links
Authors
Goodman A, Brand C, Ogilvie D, iConnect consortium
Institution
Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK. anna.goodman@lshtm.ac.uk
Source
Environmental health : a global access science source 11: 2012 pg 52MeSH
AdolescentAdult
Aged
Air Pollutants
Body Weight
Carbon Dioxide
Cross-Sectional Studies
Female
Health Status
Humans
Locomotion
Male
Middle Aged
Motor Vehicles
Questionnaires
Young Adult
Pub Type(s)
Journal ArticleResearch Support, Non-U.S. Gov't
Language
eng
PubMed ID
22862811
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