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Decision making in the digital age: The role of data in transport policies and decisions for non-motorised modes Moderation: Bonnie Fenton, Rupprecht Consult Presentations: Kain Glensor, Wuppertal Institute (EMPOWER) Paulo Ferreira, INESC-ID (TRACE) Kristin Tovaas, Rupprecht Consult (FLOW) CiViTAS Conference 2017 – Torres Vedras – 27.9.2017

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Page 1: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Decision making in the digital age: The role of data in transport policies and decisions

for non-motorised modes

Moderation: Bonnie Fenton, Rupprecht Consult

Presentations: Kain Glensor, Wuppertal Institute (EMPOWER)

Paulo Ferreira, INESC-ID (TRACE)

Kristin Tovaas, Rupprecht Consult (FLOW)

CiViTAS Conference 2017 – Torres Vedras – 27.9.2017

Page 2: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

• The source of many mobility-related decisions

• Many data sources exist for motorised modes

• But:

– To what extent is data available on walking and cycling in cities?

– What can/should such data be used for?

– What are the consequences for planning and decision making if such data isn’t available?

Why data?

Page 3: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Cycling and walking are playinga larger role in people's

transport choices.

Transport modelsdetermine action.

FLOW: Bringing two worlds together

Page 4: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Support partners• Rupprecht Consult

(coordinator)• Gdansk University of

Technology• Budapest U of Tech and

Economics• Wuppertal Institute• Traject • Polis

Technical• PTV• Forum of European National

Highway Research Laboratories

CitiesCycling and walking • Walk21 • European Cyclists’

Federation

FLOW partnership

Page 5: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

TRACE – Goals and ChallengesTRACE will trigger innovative

cycling and walking promotion initiatives and planning practices by

expanding the knowledge and leveraging the potential of cycling and walking tracking

• The related challenges should be tackled in various fields:

– How can features enabled by tracking technology meet stakeholders’ interests?

– How can those features meet the interests, capabilities and behaviour levers of individuals?

– Consequently, in what ways can they promote behaviour change and increase the attractiveness of walking and cycling?

– What are the Information and Communication Technologies’ (ICT) challengesput by those features and related barriers and needs, and how can they be overcome?

Page 6: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

TRACE Consortium

Participant No Participant organization name Participant organization short name

Country

1 (Coordinator)

INESC-ID – Instituto de Engenharia de Sistemas e Computadores, Investigação e Desenvolvimento em Lisboa INESC-ID PT

2 TIS.PT – Consultores em Transportes Inovação e Sistemas TIS PT

3 Mobiel 21 - organisation for sustainable mobility M21 BE

4 Polis Polis BE5 The Faculty of Transport and Traffic Engineering - University

of BelgradeFTTE RS

6 LuxMobility LuxM LU7 IJsberg Consultants Ijsberg NL8 Gemeente Breda (Municipality of Breda) Breda NL9 Câmara Municipal de Águeda (Municipality of Águeda) Águeda PT

10 Energy Agency of Plovdiv EAP BG11 SRM Reti e Mobilità Bologna SRM IT12 Southend on Sea Borough Council SSBC UK

Page 7: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

EMPOWER project

• What?• Encourage citizens to reconsider their travel choices

• Reduce the use of (conventionally fuelled) cars

• Increase accessibility and attractiveness

• User satisfaction with the service

• Include vulnerable groups

• How?• Positive incentives

• Smartphone-based tracking apps• SMART

• Better points

• MolBUBI

• Biking Friend, Go Bike Denmark, Endomondo

• ...

Page 8: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

EMPOWER project

• Where?

• Netherlands: Enschede

• Sweden: Gothenburg

• Finland: Helsinki

• UK: Milton Keynes, Scotland-wide, Reading & Newcastle

• Italy: Milano & Bologna

• Denmark: Odense

• Belgium: Antwerp

• Hungary: Budapest

Page 9: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Applying the FLOW assessment tools: data collection challenges and solutions

CiViTAS Forum 2017

27 September 2017, Torres Vedras

•Kristin Tovaas, Rupprecht Consult

Page 10: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Lack of data

Based on assumptions

Lack of political understanding and support

“Proving” that congestion reduction is caused by walking or

cycling measures

Defining pedestrian/ cyclist congestion

Challenges

Always a simplification of the world!

Modelling human behaviour isn’t easy

Page 11: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

FLOW tools

✓ Multimodal definition of congestion & its operationalisation

✓ Improved micro and macro modelling software

✓ Impact assessment tool

Page 12: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Challenges – collecting cycling data

Page 13: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Challenges – collecting walking data

Page 14: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Data sources – cycling

Page 15: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Data sources – walking

Page 16: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Kristin [email protected]

+49 (0)221 60 60 55 24

Thank you for your attention.

Page 17: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Paulo Ferreira

CIVITAS Forum 2017, Torres Vedras

Page 18: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Global WP View

Users Needs

Develop

Implementand

Evaluate

INESC IDTISIJSBERG

TISM21POLIS

TISM21LuxMFTTEBredaÁguedaEAPSRMSSBC

INES

C ID

PO

LIS

Page 19: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

TRACE Tools• Traffic Snake Game (TSG)

• PositiveDrive (PD)

• Cycle-to-Shop (Biklio)

• Tracking Analysis Tool (TaToo)

Positive Drive is the first gamification tracking app that only positively rewards behaviour in traffic

for a period of two weeks, children earn dots per day when

to build network of recognition and benefits to urban bicycle users

…linking them to local businesses and

… forming a cycling community

trackingdata

Toolmapmatching

indicatorsmap

indicators

visualizationtool

Page 20: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Traffic Snake Game

Page 21: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

PositiveDrive

▪ Very easy in use: tracks automatically or manually (press GO! and finish)

▪ Positive Drive registers routes for walking, cycling, cars and public transport, working at home and carpooling

▪ Shows map with total distance, speed, earned (s)miles & Point of Interests; all shareable through social media

Page 22: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Biklio

Biklio seeks happier and freer cities by recognizing bicycle users and

connecting them to benefitsavailable in their community

By becoming a Biklio Spot, Bikliousers will see you

in the app.

Biklio Spots offerbenefits to people who

arrive in the areaby bicycle.

Page 23: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Pilots

Page 24: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

TaToo

• Instrument to make walking and cycling tracking data valuable to urban planners and policy makers, and users themselves

• Translate tracking data into useful indicators and analyses

• That influence planning and policy processes

trackingdata

TATooMapmatching engine

Indicators engine

map

indicators

visualization tool (GIS)

Implementation by PTV SISTeMA

Page 25: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

THANK YOU!

For further information contact the project coordinator at INESC ID:

Paulo Ferreira, Phone: +351 21 3100230, Email: [email protected]

Page 26: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

EMPOWER: Tracking apps

• Detailed date of users’ travel behaviour and choices

– >120 data fields for each trip

Evaluation is easy... Right?

– Data paradox

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Page 27: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

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Natural variation in trip numbers

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Page 30: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Filling the gap

• No valid comparison data = no solid case for causal link between incentive and effect!

• Sources of comparison data– Surveys

– App data without incentivising behavioural change

– Traffic counters and other data sources

– ...?

• Still valid and useful data? – Cheaper than comparable methods?

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Page 31: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

• Round 1:

– initial discussion round

• Round 2:

– building on round 1

• Round 3:

– drawing out key points

World café format

Page 32: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Table 1:• What is the potential of walking and cycling data collected through

tracking apps?• How do you find a balance between expensive data collection and

robust assessment? What role can tracking apps play?Table 2:• How does/could non-motorised travel data change bicycle and

pedestrian transport planning?• What role does the data gap play in setting the agenda in mobility

planning?Table 3:• Can digitally collected data address current problems (and if so, which

ones?) or are apps just trendy toys? • How can/do behaviour change campaigns fit together with data for

planning?

World café questions

Page 33: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

• Table 1:

• Table 2:

• Table 3:

World café key points

Page 34: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence

Thank you!

FLOW: Bonnie Fenton, Kristin Tovaas, Rupprecht Consult

TRACE: Paulo Ferreira, INESC-ID

EMPOWER : Kain Glensor, Wuppertal Institute

CiViTAS Conference 2017 – Torres Vedras – 27.9.2017

Page 35: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence
Page 36: Decision making in the digital age - CIVITAS · urban planners and policy makers, and users themselves • Translate tracking data into useful indicators and analyses • That influence