winter cycling of university students and personnel...bus 117 50 191 437 car 117 61 289 352...

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WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL: ATTITUDINAL AND NON-ATTITUDINAL ANTECEDENTS JARI JUGA JOUNI JUNTUNEN MARI JUNTUNEN OULU BUSINESS SCHOOL DEPARTMENT OF MARKETING 1 With this survey study we explore the university personnel’s and studentsbicycle use and motives especially when it comes to commuting between home and the university (Linnanmaa campus or other unit of work/study). 29.4.2013

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Page 1: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

WINTER CYCLING OF UNIVERSITY

STUDENTS AND PERSONNEL: ATTITUDINAL AND NON-ATTITUDINAL ANTECEDENTS

JARI JUGA

JOUNI JUNTUNEN

MARI JUNTUNEN

OULU BUSINESS SCHOOL

DEPARTMENT OF MARKETING

1

With this survey study we explore the university personnel’s and students’

bicycle use and motives especially when it comes to commuting between home

and the university (Linnanmaa campus or other unit of work/study).

29.4.2013

Page 2: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

RESPONDENTS

• affiliation

• student 568

• staff/faculty 253

• gender

• female 303

• male 548

• age

•average 32.9 years (std. 11.1)

• distance to university

• average 4.6 km (std. 4.4 km)

Page 3: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

HOW OFTEN, ON AVERAGE, DO YOU USE THE FOLLOWING MEANS OF

COMMUTING BETWEEN HOME AND THE UNIVERSITY?

Winter

(Nov-April)

At least 3 times

per week

1-2 times per

week

Occasionally Never

Walk 169 67 215 359

Bike 403 116 168 154

Bus 117 50 191 437

Car 117 61 289 352

29.4.2013

3

Summer

(May-Oct)

At least 3 times

per week

1-2 times per

week

Occasionally Never

Walk 100 65 280 358

Bike 605 88 94 64

Bus 30 23 193 542

Car 68 68 301 377

Page 4: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

4

HOW WOULD YOU DESCRIBE THE IMPACT OF THE FOLLOWING FACTORS ON

CHOICE OF YOUR COMMUTING MODE BETWEEN HOME AND THE UNIVERSITY

Scale: 1 = no impact … 7 = very strong impact

1 2 3 4 5 6 7

independence of timetables

effortlessness

total duration

predictability of duration

keeping up physiological condition

health-related considerations

convenience

economic considerations

environmental considerations

Page 5: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

5 HOW WOULD YOU DESCRIBE THE IMPACT OF THE FOLLOWING FACTORS

ON YOUR USE OF BICYCLE IN THE WINTER TIME

Scale: 1 = no impact … 7 = very strong impact

1 2 3 4 5 6 7

cold weather

snow on pathways

slippery conditions

bad weather (e.g. rain or snowfall)

poor maintenance of cycle pathways

lot of things to carry

risk of injuries

lack of winter-worthy bicycle (e.g. no studded tyres)

darkness

lack of good cycling outfit (e.g. clothing)

lack of washing room/shower

lack of cycle pathways between home and university

risk of bicycle getting stolen

other transport needs (e.g. child to daycare)

Page 6: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

6 PLEASE ANSWER THE FOLLOWING ATTITUDINAL

STATEMENTS RELATED TO CYCLING

Scale: 1 fully disagree … 7 = fully agree

0 1 2 3 4 5 6 7

Cycling has positive health impacts

I am generally interested in health-related questions

Cycling has positive impacts on my mental condition

Bicycle use should be increased for environmental reasons

In my opinion, using own car for commuting is very expensive

By cycling to the university I can improve my physiological condition

I do physical exercises (sports) regularly in free time

I am generally interested in environmental issues

In my opinion, using the bus for commuting is very expensive

By using the bicycle I can reduce congestion

By using the bicycle I can influence the state of environment in…

Travel costs have a big impact on my choice of commuting to the…

In my opinion, winter cyclists are a distinct group of their own

I often discuss about health-relted issues with my friends

I often discuss about environmental questions with my friends

In my opinion, winter cyclists are eccentric

I do training in a sports club

Page 7: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

7

HOW WOULD YOU DESCRIBE THE CYCLING PATHWAYS IN OULU

Scale: 1 = poor … 7 = excellent

0 1 2 3 4 5 6 7

condition of pathways in summertime

coverage of cycling pathway network

directness of routes

clarity of routes

lighting of pathways in dark time

condition of pathways in wintertime (snow clearance, sanding)

availability of information on routes

signposts on pathways

ease of cycling in city center

information on exceptional conditions (newspapers, internet etc.)

Page 8: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

8

PLEASE GIVE YOUR OPINION ON OULU AS A CYCLING CITY

Scale: 1 fully disagree … 7 = fully agree

1 2 3 4 5 6 7

Oulu is a well-known name as a cycling city

Oulu is distinguished for its strong cycling culture

The reputation of Oulu as a cycling city is well-founded

Oulu is known as a city that takes care of winter cycling conditions

Oulu is respected as a winter cycling city

Compared to other cities, Oulu is highly respected as a wintercycling city

Compared to other cities, Oulu is known for the consistent qualityof its winter cycling network

I can predict how well Oulu takes care of cycling pathways in thewinter

Cycling supports my own image

The reputation of Oulu as a cycling city is strongly exaggerated

Page 9: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

29.4.2013

9

MY INTENTIONS REGARDING THE USE OF BICYCLE ON A TWO-

THREE YEAR’S PERSPECTIVE ARE

Scale: 1 fully disagree … 7 = fully agree

1 2 3 4 5 6 7

I will probably continue using the bicycle as before

I will recommend the bicycle for commuting to my friends

I will be very committed to using the bicycle for commuting

I will probably increase the use of bicycle in general

I think that my bicycle use will diminish with changes in life

I will probably increase the use of the bicycle for commuting touniversity/work

Page 10: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

CLUSTER ANALYSIS BASED ON COMMUTING MODES:

4 GROUPS ARE FOUND

4 groups (clusters):

1) Car users (113)

2) Bikers (344)

3) Walkers (159)

4) Bus users (120)

Clusters are determined by

the most frequent commuting

mode in the winter.

Note: change of commuting

behavior in the summer in

three clusters; especially bike

use increases (cluster center

= 2, indicating use 1-2 times

per week)

win

ter

sum

mer

Page 11: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

SOME FEATURES OF THE GROUPS

Demographics (average values)

distance from temp. limit

age university for biking

• 1 (car users) 38.7 9.4 km -7.5°C

• 2 (bikers) 30.9 3.5 km -19.1°C

• 3 (walkers) 28.6 1.5 km -12.0°C

• 4 (bus users) 31.6 6.9 km -8.2°C

students personnel total (N)

• 1 (car users) 40% 60% 100% (113)

• 2 (bikers) 80% 20% 100% (344)

• 3 (walkers) 82% 18% 100% (159)

• 4 (bus users) 82% 18% 100% (120)

Page 12: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

COMMUTER GROUPS VS. MODE SELECTION CRITERIA

Clusters (Gr1-4):

1) Car users

2) Bikers

3) Walkers

4) Bus users

Commuting mode selection criteria:

a) Economic considerations

b) Environmental considerations

c) Health-related considerations

d) Keeping up physiological condition

e) Convenience

f) Effortlessness

g) Total duration

h) Predictability of duration

i) Independence of timetables

Scale: 1 = no impact … 7 = very strong impact

Page 13: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

FACTOR ANALYSIS:

PHYSICAL (NON-ATTITUDINAL) ANTECEDENTS F1 F2 F3 F4 F5 F6 F7 F8

F1 winter cycling conditions

slippery pathways F11 ,815 ,073 ,015 -,030 ,165 -,032 -,010 -,007

snow on pathways F12 ,820 ,029 ,048 ,111 ,119 -,035 ,029 -,047

cold weather F13 ,822 -,097 ,061 -,017 -,032 ,067 ,039 ,032

darkness F14 ,647 -,040 ,018 ,020 ,060 ,294 -,081 ,121

bad weather F15 ,800 -,035 ,026 -,041 ,047 ,160 -,008 ,003

accident risk F16 ,617 ,074 -,061 -,089 ,279 ,201 -,081 ,144

F5 general cycling conditions

lack of cycle pathways F51 ,017 ,025 ,067 ,037 ,705 ,279 ,005 ,041

poor maintenance of cycle

pathways F52

,371 ,011 ,165 ,100 ,613 ,070 ,072 -,106

lack of cycling outfit (e.g.

clothes) F53

,374 -,027 -,076 -,001 ,621 ,225 ,032 ,179

unsuitable bike F54 ,503 ,040 -,157 -,077 ,514 ,133 -,039 ,205

F6 other physical conditions

things to carry F61 ,315 ,068 -,016 -,012 ,155 ,542 ,077 -,051

other transport needs F62 -,021 ,038 ,065 -,087 ,030 ,764 -,062 -,014

lack of shower F63 ,176 -,027 ,038 ,108 ,184 ,684 -,031 ,031

risk of bike getting stolen F64 ,177 -,055 -,074 ,069 ,303 ,494 ,167 ,069

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FACTOR ANALYSIS:

ATTITUDINAL ANTECEDENTS (1)

F1 F2 F3 F4 F5 F6 F7 F8

F2 Environmental impacts

inluence on environment F21 ,029 ,788 ,241 ,003 ,092 -,045 ,030 ,047

reduction of congestion F22 -,034 ,718 ,255 ,028 ,115 ,027 ,029 -,010

improvement of environment F23 -,084 ,778 ,219 -,014 ,092 -,089 ,104 ,022

environmental interest F24 ,008 ,829 ,093 ,072 -,096 ,053 ,038 ,031

talk about environment F25 ,059 ,740 -,071 ,175 -,152 ,075 ,038 ,054

F3 Cycling health impacts

physical condition F31 ,070 ,104 ,771 -,006 ,049 ,061 ,038 ,108

health impacts F32 ,067 ,329 ,745 ,140 -,027 -,024 ,087 -,006

mental condition F33 -,061 ,260 ,751 ,181 ,038 ,012 ,026 ,068

F4 General health interest

health interest F41 ,029 ,208 ,435 ,648 -,091 ,001 ,084 ,056

physical training F42 -,056 -,010 ,190 ,806 ,008 -,074 ,023 ,049

excercise in sports club F43 -,075 -,059 -,118 ,634 ,231 ,035 -,048 -,067

talk about health F44 ,107 ,333 ,068 ,655 -,115 ,108 ,063 ,126

Page 15: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

FACTOR ANALYSIS:

ATTITUDINAL ANTECEDENTS (2)

F1 F2 F3 F4 F5 F6 F7 F8

F7 Economic interest

cost of car use F71 ,057 ,195 ,006 ,027 -,108 -,050 ,721 ,046

cost of bus use F72 -,054 -,006 ,028 ,019 -,018 ,171 ,726 -,065

cost impact F73 -,067 ,018 ,119 ,014 ,239 -,093 ,719 ,121

F8 Identity

cyclists as a group F81 ,067 ,102 ,121 ,036 ,040 ,017 ,068 ,837

eccentricity F82 ,077 ,014 ,046 ,059 ,081 ,000 ,013 ,857

Page 16: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

ANTECEDENTS IN DIFFERENT GROUPS

clusters 1 2 3 4 sig

F1 0.34 -0.48 0.48 0.65 *** winter cycling conditions

F2 -0.11 0.02 0.10 -0.12 general cycling conditions

F3 0.11 0.06 -0.28 -0.04 ** other physical conditions

F4 0.11 0.01 -0.10 -0.08 environmental impacts

F5 -0.01 -0.10 0.12 0.13 cycling health impacts

F6 0.68 -0.13 -0.15 -0.13 *** general health interest

F7 -0.45 0.26 0.15 -0.14 *** economic interest

F8 -0.06 -0.10 -0.03 0.26 * identity

Clusters (1-4):

1) Car users

2) Bikers

3) Walkers

4) Bus users

Page 17: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

CONCLUSIONS

• Unlike other commuter groups, bike users are not worried

about winter cycling conditions.

• Environmental, health-related and economic considerations

have a slightly stronger impact on the choice of commuting

mode among bike users than among other commuter groups.

• Car users are generally concerned about health issues;

however, health-related considerations do not seem to affect

their commuting mode choice (unlike bike users and walkers).

• Car users are less concerned about the economic aspects of

commutuing; for bike users, economic aspects do play a role in

choice of commuting mode.

Page 18: WINTER CYCLING OF UNIVERSITY STUDENTS AND PERSONNEL...Bus 117 50 191 437 Car 117 61 289 352 29.4.2013 3 Summer (May-Oct) At least 3 times per week 1-2 times per week Occasionally Never

Thank you.