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Cycling Equity
(including new analysis of data from the Active
People Survey with Anna Goodman)
Rachel Aldred
Reader in Transport
University of Westminster
rachelaldred.org @RachelAldred
What is cycling equity? And why does it matter?
Source: Angus Maguire and the Center for Story-based Strategy,
http://interactioninstitute.org/using-the4thbox-play-and-political-imagination/
Even when we do try
and plan for cycling,
are the tools weโ€™re
using exclusionary?
Does it make sense to
talk about โ€˜choosingโ€™
to cycle in a hostile
environment?
I will argue we should
be talking about
removing barriers and
redressing exclusion
so that people of all
backgrounds, ages,
abilities etc. can
benefit from cycling
The inclusive cycling approach
โ€“ Cycling as a system or a
service
โ€“ What barriers have we
created (physical, social,
financial, etc.) that stop
people participating in
cycling?
โ€“ Barriers may be general
(affect some groups more
than others) or specific
โ€“ Need also to recognise not
all cycling โ€˜countsโ€™ Second pic: Cycling UK,
https://www.cyclinguk.org/sites/default/file
s/document/migrated/article/barrier4.jpg
Inequalities in cycling participation in England
Data used
โ€“ Active People Survey (APS), a rolling national survey
examining participation in sport and activity among
adults in England.
โ€“ Data on c. 500 people/year per local authority.
โ€“ Anna Goodman and I carried out new analysis using
four years of APS data from October 2011 to
September 2015.
โ€“ After excluding 4% of participants with missing data,
this gave a total sample of 632,222 adults aged 16-99.
โ€“ APS covers all cycling, and we can look at utility and
recreational cycling separately.
Unadjusted results, all cycling in past 4 weeks
โ€“ NB this 1st set of graphs refers to all cycling (utility
and recreational โ€“ and there may be differences)
โ€“ Unadjusted = not controlling for other factors โ€“ so
differences between groups may be due to other
underlying factors (e.g. lower participation at older
ages may be connected to disability)
โ€“ These inequalities are all culturally specific โ€“ for all
of them, there are places where they donโ€™t apply
or the gaps shown are reversed
Gender
0%
5%
10%
15%
20%
25%
Male Female
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Age
0%
5%
10%
15%
20%
25%
16-29 30-39 40-49 50-59 60-69 70+
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Ethnicity
0%
2%
4%
6%
8%
10%
12%
14%
16%
White Non-white
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Disability
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
Non-disabled Disabled
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Educational level
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
High Medium Low
Educational level
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Car ownership
0% 2% 4% 6% 8% 10% 12% 14% 16% 18%
No car in household
Car(s) in household
Any cycling in last month
Active People Survey data, analysis: Anna Goodman
Adjusted analysis, utility and leisure cycling
Gender
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
Recreational cycling Utility cycling
Rate ratios, adjusted for other characteristics
Male Female
Active People Survey data, analysis: Anna Goodman
Age
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
Recreational cycling Utility cycling
Rate ratios, adjusted for other characteristics
16-29 30-39 40-49 50-59 60-69 70+
Active People Survey data, analysis: Anna Goodman
Ethnicity
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
Recreational cycling Utility cycling
Rate ratios, adjusted for other characteristics
White Non-white
Active People Survey data, analysis: Anna Goodman
Educational level
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
Recreational cycling Utility cycling
Educational level
Rate ratios, adjusted for other characteristics
High Medium Low
Active People Survey data, analysis: Anna Goodman
But for educational level, itโ€™s not quite what it
seemsโ€ฆ
โ€“ At national level, both recreational and utility cycling seems to
decline with lower educational levels.
โ€“ When looking within local authorities, this relationship remains for
recreational cycling.
โ€“ However, for utility cycling, this national result turned out to be
driven by an ecological association, i.e. higher-cycling local
authorities tended also to have more educated populations.
โ€“ Within local authorities, there was no evidence that more educated
people were more likely to cycle than less educated people.
โ€“ Across 317 local authorities, average rate ratio for those with
low/medium vs. high education was 1.06 (95%CI 0.99 - 1.13).
Car ownership
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6
Recreational cycling
Utility cycling
Rate ratio, adjusted for other characteristics
Car(s) in household No car in household
Active People Survey data, analysis: Anna Goodman
Are higher-cycling authorities more equal than
lower-cycling authorities?
โ€“ Yes for gender and age, for both leisure and utility
cycling
โ€“ Yes for disabled peopleโ€™s participation in leisure
cycling
โ€“ E.g. where participation of everyone in cycling is twice as
high, gap between group X and Y is smaller
โ€ข NB this is cross-sectional not longitudinalโ€ฆ
Are higher-cycling authorities more equal than
lower-cycling authorities?
โ€“ Yes for gender and age, for both leisure and utility
cycling
โ€“ Yes for disabled peopleโ€™s participation in leisure
cycling
โ€“ E.g. where participation of everyone in cycling is twice as
high, gap between group X and Y is smaller
โ€ข NB this is cross-sectional not longitudinalโ€ฆ
โ€“ Otherwise no (participation of the group is higher
where cycling is higher, but equality of
representation isnโ€™t higher)
โ€“ E.g. where participation of everyone in cycling is twice as
high, gap between group X and group Y is maintained
Why?
โ€“ For all under-represented groups, likely to be a
combination of general and specific barriers
โ€“ E.g. disability: obstacles and cost
Price ยฃ4525.00
Source:
http://www.ashfieldspecialneeds.co.uk/s
ide-by-side-tandem-fun2go.html
Newcastle & Gateshead
โ€“ 13.9% and 9.2% respectively did any cycling in the
past month
โ€“ But how equally is this distributed?
Newcastle & Gateshead #1
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80
0.90
1.00
Older people Women Non-white Disabled Lower educational
level
Relative risk, any past-month cycling (utility or recreational)
Gateshead Newcastle upon Tyne
Newcastle & Gateshead #2
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80
0.90
1.00
Older people Women Non-white Disabled Lower educational
level
Relative risk, any past-month utility cycling
Gateshead Newcastle upon Tyne
Making cycling equal
Explaining inequalities
โ€“ Important not to assume these are fixed/natural โ€“
even where they also exist in higher-cycling
English local authorities
โ€“ Generally other examples where inequalities do
not exist, or relationships are reversed
(and assumptions can change dramatically โ€“ I found papers
from 80s and 90s assuming non-white and lower income
Britons naturally cycled more)
E.g. gender and age in the Netherlands
Source: DfT (2016) National Propensity to Cycle Tool Stage 1 Report, Appendix 8
https://www.gov.uk/government/publications/national-propensity-to-cycle-first-phase-development-
study . NTS (England) analysis by Anna Goodman.
Ethnicity and cycling
โ€“ In USA: non-white people and immigrants more
likely to cycle to work (and cycling increasing
faster among those groups)
โ€“ In Netherlands, some disparities but much less
than in England
โ€ข BME people in the Netherlands make 22.8%
of their trips by cycle, compared to 27.9% for
white Dutch people.
โ€“ May be more cycling to PT among non-white
Dutch people (Fishman 2015) โ€“ raises issue of
โ€˜invisible cyclistsโ€™
Explaining inequalities โ€“ general & specific
issues
โ€“ Even higher-cycling English local authorities are
far from perfect โ€“ problems found elsewhere may
exist there too, excluding some groups
disproportionately from cycling
โ€“ E.g. infrastructure is rarely good enough
anywhere in England for young children to
cycle alone, as in the Netherlands
โ€“ But also weโ€™ve barely started identifying and
addressing specific barriers โ€“ some created by
policy e.g. building only for commuter trips does
little for retired people
Paradigm Shift
โ€“ Individualisation of cycling โ€“ traditionally seen as a
personal choice โ€˜some peopleโ€™ werenโ€™t making
โ€“ Led to a lack of attention to how people from
different groups are excluded from cycling
โ€“ Instead need to focus on how different
communities and groups are structurally excluded,
both directly and indirectly, by planning,
enforcement, infrastructure, attitudes, etc.
โ€“ Parallels with direct, indirect discrimination
Direct & indirect discrimination: gender and risk
โ€“ Traffic safety is a major barrier for men and (even more so) women
โ€“ But safety from sexual harassment is under-researched
Here are just a few of the women's
stories, because there are many, many
more.
"It happens a lot, but this one particular time
I was waiting at a traffic light and a group of
men in a van were once all yelling at me as it
was summer and I was wearing a short
dress - that was one of the classic 'I wish my
face was your saddle' times... It makes me
feel so uncomfortable and is also really
embarrassing in front of all of the other
drivers." โ€“ Joanna
Source:
http://www.huffingtonpost.co.uk/entry/female-
cyclists-sexism_uk_573eeabfe4b00006e9ae8248
Language, imagery - and policy! - matters
โ€˜It remains relatively unusual for disabled peopleโ€™s cycling to be
considered within broader [London] transport strategy documentsโ€™
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Cycle Taxis Car Demand
responsive
transport
Pedestrians Unspecified Public
transport
London Borough Transport Strategies mentioning disabled people as
users of different modes
Source: https://www.sciencedirect.com/science/article/pii/S2214140517301615
Language, imagery - and policy! - matters
โ€“ โ€˜It remains relatively unusual for disabled peopleโ€™s
cycling to be considered within broader [London]
transport strategy documents [โ€ฆ]
โ€“ By contrast it was more usual for cycling strategies
to at least mention disabled people as cyclists or
potential cyclists. However, discussion of policies
that might increase disabled peopleโ€™s participation
in cycling was often limited to general aspirations
or references to leisure cycling clubs and training.
Few images showed non-standard cycles of the
kind that might be used by some disabled cyclists.โ€™
Source: https://www.sciencedirect.com/science/article/pii/S2214140517301615
The first step is getting
beyond imagining the โ€˜cyclistโ€™
is this guyโ€ฆ but thereโ€™s still a
lot to do even then.
Bike routes
are
obstructed
Not enough
protection from
motor traffic
Design and
imagery is
not inclusive
Unsuitable
(or no) bike
parking
Inequitable
distribution of
bike routes
and services
Discrimination
and
harassment
Some people
canโ€™t afford
the bikes
they need
Bike routes
slow and
indirect
Interconnected barriers that keep cycling low
and/or exclude specific groups
Donโ€™t expect overnight changesโ€ฆ but inclusive
planning will make a difference.
No one likes hostile traffic environments, but women
even less so than men
0
500
1000
1500
2000
2500
3000
3500
Women's
preferences
are stronger
No
differences
found
Source: systematic review by Aldred et al 2017, Transport Reviews,
http://www.tandfonline.com/doi/full/10.1080/01441647.2016.1200156
Protected lane study showed higher female
participation (not equal, but positive change).
Source: Aldred, R. and Dales, J. Journal of Transport and Health,
http://www.sciencedirect.com/science/article/pii/S2214140516303978
0%
10%
20%
30%
40%
50%
60%
70%
80%
Female 60+ Non-sporty clothing No specialist clothing
Royal College Street observational study
Control Protected
Cycling Equity
(including new analysis of data from the Active
People Survey with Anna Goodman)
Rachel Aldred
Reader in Transport
University of Westminster
rachelaldred.org @RachelAldred

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Cycling Equity - Dr Rachel's Aldred

  • 1. Cycling Equity (including new analysis of data from the Active People Survey with Anna Goodman) Rachel Aldred Reader in Transport University of Westminster rachelaldred.org @RachelAldred
  • 2. What is cycling equity? And why does it matter? Source: Angus Maguire and the Center for Story-based Strategy, http://interactioninstitute.org/using-the4thbox-play-and-political-imagination/ Even when we do try and plan for cycling, are the tools weโ€™re using exclusionary? Does it make sense to talk about โ€˜choosingโ€™ to cycle in a hostile environment? I will argue we should be talking about removing barriers and redressing exclusion so that people of all backgrounds, ages, abilities etc. can benefit from cycling
  • 3. The inclusive cycling approach โ€“ Cycling as a system or a service โ€“ What barriers have we created (physical, social, financial, etc.) that stop people participating in cycling? โ€“ Barriers may be general (affect some groups more than others) or specific โ€“ Need also to recognise not all cycling โ€˜countsโ€™ Second pic: Cycling UK, https://www.cyclinguk.org/sites/default/file s/document/migrated/article/barrier4.jpg
  • 4. Inequalities in cycling participation in England
  • 5. Data used โ€“ Active People Survey (APS), a rolling national survey examining participation in sport and activity among adults in England. โ€“ Data on c. 500 people/year per local authority. โ€“ Anna Goodman and I carried out new analysis using four years of APS data from October 2011 to September 2015. โ€“ After excluding 4% of participants with missing data, this gave a total sample of 632,222 adults aged 16-99. โ€“ APS covers all cycling, and we can look at utility and recreational cycling separately.
  • 6. Unadjusted results, all cycling in past 4 weeks โ€“ NB this 1st set of graphs refers to all cycling (utility and recreational โ€“ and there may be differences) โ€“ Unadjusted = not controlling for other factors โ€“ so differences between groups may be due to other underlying factors (e.g. lower participation at older ages may be connected to disability) โ€“ These inequalities are all culturally specific โ€“ for all of them, there are places where they donโ€™t apply or the gaps shown are reversed
  • 7. Gender 0% 5% 10% 15% 20% 25% Male Female Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 8. Age 0% 5% 10% 15% 20% 25% 16-29 30-39 40-49 50-59 60-69 70+ Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 9. Ethnicity 0% 2% 4% 6% 8% 10% 12% 14% 16% White Non-white Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 10. Disability 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% Non-disabled Disabled Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 11. Educational level 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% 20% High Medium Low Educational level Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 12. Car ownership 0% 2% 4% 6% 8% 10% 12% 14% 16% 18% No car in household Car(s) in household Any cycling in last month Active People Survey data, analysis: Anna Goodman
  • 13. Adjusted analysis, utility and leisure cycling
  • 14. Gender 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Recreational cycling Utility cycling Rate ratios, adjusted for other characteristics Male Female Active People Survey data, analysis: Anna Goodman
  • 15. Age 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Recreational cycling Utility cycling Rate ratios, adjusted for other characteristics 16-29 30-39 40-49 50-59 60-69 70+ Active People Survey data, analysis: Anna Goodman
  • 16. Ethnicity 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Recreational cycling Utility cycling Rate ratios, adjusted for other characteristics White Non-white Active People Survey data, analysis: Anna Goodman
  • 17. Educational level 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Recreational cycling Utility cycling Educational level Rate ratios, adjusted for other characteristics High Medium Low Active People Survey data, analysis: Anna Goodman
  • 18. But for educational level, itโ€™s not quite what it seemsโ€ฆ โ€“ At national level, both recreational and utility cycling seems to decline with lower educational levels. โ€“ When looking within local authorities, this relationship remains for recreational cycling. โ€“ However, for utility cycling, this national result turned out to be driven by an ecological association, i.e. higher-cycling local authorities tended also to have more educated populations. โ€“ Within local authorities, there was no evidence that more educated people were more likely to cycle than less educated people. โ€“ Across 317 local authorities, average rate ratio for those with low/medium vs. high education was 1.06 (95%CI 0.99 - 1.13).
  • 19. Car ownership 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 Recreational cycling Utility cycling Rate ratio, adjusted for other characteristics Car(s) in household No car in household Active People Survey data, analysis: Anna Goodman
  • 20. Are higher-cycling authorities more equal than lower-cycling authorities? โ€“ Yes for gender and age, for both leisure and utility cycling โ€“ Yes for disabled peopleโ€™s participation in leisure cycling โ€“ E.g. where participation of everyone in cycling is twice as high, gap between group X and Y is smaller โ€ข NB this is cross-sectional not longitudinalโ€ฆ
  • 21. Are higher-cycling authorities more equal than lower-cycling authorities? โ€“ Yes for gender and age, for both leisure and utility cycling โ€“ Yes for disabled peopleโ€™s participation in leisure cycling โ€“ E.g. where participation of everyone in cycling is twice as high, gap between group X and Y is smaller โ€ข NB this is cross-sectional not longitudinalโ€ฆ โ€“ Otherwise no (participation of the group is higher where cycling is higher, but equality of representation isnโ€™t higher) โ€“ E.g. where participation of everyone in cycling is twice as high, gap between group X and group Y is maintained
  • 22. Why? โ€“ For all under-represented groups, likely to be a combination of general and specific barriers โ€“ E.g. disability: obstacles and cost Price ยฃ4525.00 Source: http://www.ashfieldspecialneeds.co.uk/s ide-by-side-tandem-fun2go.html
  • 23. Newcastle & Gateshead โ€“ 13.9% and 9.2% respectively did any cycling in the past month โ€“ But how equally is this distributed?
  • 24. Newcastle & Gateshead #1 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 Older people Women Non-white Disabled Lower educational level Relative risk, any past-month cycling (utility or recreational) Gateshead Newcastle upon Tyne
  • 25. Newcastle & Gateshead #2 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 Older people Women Non-white Disabled Lower educational level Relative risk, any past-month utility cycling Gateshead Newcastle upon Tyne
  • 27. Explaining inequalities โ€“ Important not to assume these are fixed/natural โ€“ even where they also exist in higher-cycling English local authorities โ€“ Generally other examples where inequalities do not exist, or relationships are reversed (and assumptions can change dramatically โ€“ I found papers from 80s and 90s assuming non-white and lower income Britons naturally cycled more)
  • 28. E.g. gender and age in the Netherlands Source: DfT (2016) National Propensity to Cycle Tool Stage 1 Report, Appendix 8 https://www.gov.uk/government/publications/national-propensity-to-cycle-first-phase-development- study . NTS (England) analysis by Anna Goodman.
  • 29. Ethnicity and cycling โ€“ In USA: non-white people and immigrants more likely to cycle to work (and cycling increasing faster among those groups) โ€“ In Netherlands, some disparities but much less than in England โ€ข BME people in the Netherlands make 22.8% of their trips by cycle, compared to 27.9% for white Dutch people. โ€“ May be more cycling to PT among non-white Dutch people (Fishman 2015) โ€“ raises issue of โ€˜invisible cyclistsโ€™
  • 30. Explaining inequalities โ€“ general & specific issues โ€“ Even higher-cycling English local authorities are far from perfect โ€“ problems found elsewhere may exist there too, excluding some groups disproportionately from cycling โ€“ E.g. infrastructure is rarely good enough anywhere in England for young children to cycle alone, as in the Netherlands โ€“ But also weโ€™ve barely started identifying and addressing specific barriers โ€“ some created by policy e.g. building only for commuter trips does little for retired people
  • 31. Paradigm Shift โ€“ Individualisation of cycling โ€“ traditionally seen as a personal choice โ€˜some peopleโ€™ werenโ€™t making โ€“ Led to a lack of attention to how people from different groups are excluded from cycling โ€“ Instead need to focus on how different communities and groups are structurally excluded, both directly and indirectly, by planning, enforcement, infrastructure, attitudes, etc. โ€“ Parallels with direct, indirect discrimination
  • 32. Direct & indirect discrimination: gender and risk โ€“ Traffic safety is a major barrier for men and (even more so) women โ€“ But safety from sexual harassment is under-researched Here are just a few of the women's stories, because there are many, many more. "It happens a lot, but this one particular time I was waiting at a traffic light and a group of men in a van were once all yelling at me as it was summer and I was wearing a short dress - that was one of the classic 'I wish my face was your saddle' times... It makes me feel so uncomfortable and is also really embarrassing in front of all of the other drivers." โ€“ Joanna Source: http://www.huffingtonpost.co.uk/entry/female- cyclists-sexism_uk_573eeabfe4b00006e9ae8248
  • 33. Language, imagery - and policy! - matters โ€˜It remains relatively unusual for disabled peopleโ€™s cycling to be considered within broader [London] transport strategy documentsโ€™ 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Cycle Taxis Car Demand responsive transport Pedestrians Unspecified Public transport London Borough Transport Strategies mentioning disabled people as users of different modes Source: https://www.sciencedirect.com/science/article/pii/S2214140517301615
  • 34. Language, imagery - and policy! - matters โ€“ โ€˜It remains relatively unusual for disabled peopleโ€™s cycling to be considered within broader [London] transport strategy documents [โ€ฆ] โ€“ By contrast it was more usual for cycling strategies to at least mention disabled people as cyclists or potential cyclists. However, discussion of policies that might increase disabled peopleโ€™s participation in cycling was often limited to general aspirations or references to leisure cycling clubs and training. Few images showed non-standard cycles of the kind that might be used by some disabled cyclists.โ€™ Source: https://www.sciencedirect.com/science/article/pii/S2214140517301615
  • 35. The first step is getting beyond imagining the โ€˜cyclistโ€™ is this guyโ€ฆ but thereโ€™s still a lot to do even then.
  • 36. Bike routes are obstructed Not enough protection from motor traffic Design and imagery is not inclusive Unsuitable (or no) bike parking Inequitable distribution of bike routes and services Discrimination and harassment Some people canโ€™t afford the bikes they need Bike routes slow and indirect Interconnected barriers that keep cycling low and/or exclude specific groups
  • 37. Donโ€™t expect overnight changesโ€ฆ but inclusive planning will make a difference.
  • 38. No one likes hostile traffic environments, but women even less so than men 0 500 1000 1500 2000 2500 3000 3500 Women's preferences are stronger No differences found Source: systematic review by Aldred et al 2017, Transport Reviews, http://www.tandfonline.com/doi/full/10.1080/01441647.2016.1200156
  • 39. Protected lane study showed higher female participation (not equal, but positive change). Source: Aldred, R. and Dales, J. Journal of Transport and Health, http://www.sciencedirect.com/science/article/pii/S2214140516303978 0% 10% 20% 30% 40% 50% 60% 70% 80% Female 60+ Non-sporty clothing No specialist clothing Royal College Street observational study Control Protected
  • 40. Cycling Equity (including new analysis of data from the Active People Survey with Anna Goodman) Rachel Aldred Reader in Transport University of Westminster rachelaldred.org @RachelAldred