Table 1.
Input | Sources for model variables | Modelled with variability | Uncertainty analysis | “What if” analysis |
---|---|---|---|---|
Cycle hire: | ||||
Usage | D1 | No | No | No |
Duration of cycle hire travel time in past year | D1 | Yes | No | No |
Age structure and sex split of population with % cycle hire travel time | D1, D2, D3 | No | Yes, for age | Yes |
% trips newly generated by cycle hire | D2 | No | Yes | No |
Modal shift among trips not newly generated | D1, D2 | No | No | Yes |
Physical activity model: | ||||
Counterfactual (baseline) active travel, and change resulting from cycle hire | D1, D2, D4, D5 | Yes | Yes | Yes |
Counterfactual (baseline) other physical activity | D6 | Yes | Yes | Yes |
MET intensity in different activities | D5, D6, 4 13 | Yes, for cycling | No | No |
Health impacts of physical activity, through specific diseases | D7, 14 15 | No | Yes | No |
Health impacts of physical activity, directly through all cause mortality | D8, 16 17 | No | Yes | No |
Smaller mortality reduction from physical activity at younger ages | 17 | No | Yes | No |
Air pollution model: | ||||
PM2.5 concentration along cycle hire and counterfactual routes | D9, D10, 18 | No | Yes, for underground | Yes |
Pollution scaling factors in different modes | 13 19-21 | Yes, through MET variability | No | No |
Health impacts of PM2.5 | D721 22 | No | Yes | No |
Injuries model: | ||||
Observed injury rate for cycle hire | D1, D11 | No | No | No |
Modelled injury rate for counterfactual modes | D4, D12, 23 24 | No | Yes | Yes |
Under-reporting of injuries in routine data | 25 | No | Yes | No |
Health burden of injuries | D7, 26 | No | Yes | No |
D=datasets; MET=metabolic equivalents of task; PM2.5=air pollution particles of diameter ≤2.5 μm.
D1=operational registration plus data on cycle hire usage, July 2010-March 2012, provided by Transport for London, including trip level data for final 12 months (1 April 2011 to 31 March 2012).
D2=online survey of 2652 registered users July 2011, provided by Transport for London.
D3=intercept survey of 1034 casual users July 2011, provided by Transport for London.
D4=London travel demand survey, 56 671 adult London residents, 2005-09.27
D5=national travel survey, 10 949 adult London residents, 2005-09.28
D6=health survey for England, 2669 adult London residents, 2008.29
D7=UK burden of disease, 2010, provided by World Health Organization30; data then reweighted for size and demographic structure of population of cycle hire users.
D8=London specific life tables for 2008-10, provided by Office for National Statistics.
D9=Routino software (www.routino.org) used to identify routes on road and cycling network, derived from OpenStreetMap (CCBY-SA).
D10=London atmospheric emissions inventory 2008 concentration maps, for PM2.5.31
D11=police recorded road traffic crashes involving a cycle hire bicycle 2010-12 (STATS19), collated and provided by Transport for London.
D12=routinely collected police information on all road traffic crashes (STATS19) 2005-11.32