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The ITF Transport Outlook
2021
SEAI National Energy Research &
Policy Conference
Presented by:
Malithi Fernando, Policy Analyst/Modeller
25 November, 2021
Reshaping mobility post pandemic
The ITF Transport Outlook 2021
An equitable transition to
sustainable mobility in
the post-pandemic era.
https://www.itf-oecd.org/itf-transport-outlook-2021
Where are we headed?
Global demand for transport will more than
double
Under the current policy trajectory, passenger activity will increase 2.3-fold to 2050.
Freight transport will grow by a factor of 2.6. Population growth and increasing
prosperity drive increased demand in all scenarios.
Passenger transport demand
(billion passenger-kilometres)
Freight transport demand
(billion tonne-kilometres)
2015 Reshape
123 051
2015 2050
Current trajectory
(Recover scenario)
52 766
2.3x
2015 Recover
2050
2015 2050
Current trajectory
(Recover scenario)
344 279
134 959
2.6x
0
1
2
3
4
5
6
7
8
9
2015 2050
Current trajectory
(Recover scenario)
Gigatonnes
CO
2
Transport CO2 emissions will grow 16%
Under today’s policies, transport
will emit 16% more CO2 in 2050
than 2015
Emissions would exceed
transport’s carbon budget more
than three times
Total transport CO2 emissions by
sector
(Gigatonnes CO2)
Freight
Passenger
Note: Estimates of the emissions levels needed to meet 1.5C warming levels were sourced from https://data.ene.iiasa.ac.at/iamc-1.5c-explorer similarly to ICCT
(2020). Transport sector emissions pathways with low or no overshoot were selected before estimating the median emissions in each year. Emissions of black
carbon are excluded as these are not estimated in the ITF or IEA MoMo models.
Emission levels
needed to limit
warming to 1.5°C
What can we do?
Greater ambition is needed to reverse the
growth of transport CO2 emissions
Transport CO2 emissions are
set to rise, not fall
CO2 emissions could be nearly
70% less in 2050 compared to
2015
Total transport CO2 emissions by
scenario
(Gigatonnes CO2)
0
1
2
3
4
5
6
7
8
9
2015 2020 2025 2030 2035 2040 2045 2050
Note: ITF models used in this Outlook are typically run by five-year increments, therefore the 2020 to 2025 recovery trend may not necessarily be linear despite being shown as such in the
figure. The shape of this “recovery curve” will depend on policy implementation and economic trajectories. Estimates of the emissions levels needed to meet 1.5C warming levels were sourced
from https://data.ene.iiasa.ac.at/iamc-1.5c-explorer similarly to ICCT (2020). Transport sector emissions pathways with low or no overshoot were selected before estimating the median
emissions in each year, error bars represent the 25th and 75th percentiles of scenarios. Emissions of black carbon are excluded as these are not estimated in the ITF or IEA MoMo models.
Gigatonnes
CO
2
Transport’s carbon budget to
limit global warming to 1.5C
Ambitious policies
(Reshape scenario)
Current trajectory
(Recover scenario)
Ambitious policies +
leveraged recovery
(Reshape+ scenario)
Align Covid-19 recovery packages to revive the
economy, combat climate change and
strengthen equity
An unbalanced focus on economic growth ignores social and environmental costs. Aligned
policies are more cost effective, gain public support, and can achieve goals faster.
Global inequality
Incomes
Emissions
Opportunities
Exacerbated by Covid-19
Economic losses
Access limitations
Address with aligned action
Economic recovery
Environmental objectives
Policies for inclusion
Governments should shift the priority to
improving accessibility
Mobility – the old paradigm
Focus on fast trips, not good links
Favours urban sprawl
Results in more travel, not less
Prioritises the private car
Long supply chains
Accessibility – the new paradigm
Focus on access to destinations and goods
Creates denser, mixed-use neighbourhoods
Results in less travel, not more
Prioritises sustainable, affordable modes
Shorter supply chains
Target different transport sectors with
strategies that reflect their specific
decarbonisation potential
Urban travel has the greatest demand management potential. Reducing demand is
most difficult for regional and intercity travel.
Urban passenger
transport demand in
2050
(billion passenger-kilometres)
54 313
68 737
42 290
65 262
Urban total non urban
Ambitious policies
+ leveraged
recovery
(Reshape+ scenario)
Current trajectory
(Recover scenario)
Non-urban passenger
transport demand in
2050
(billion passenger-kilometres)
Ambitious policies
+ leveraged
recovery
(Reshape+ scenario)
Current trajectory
(Recover scenario)
344 279
281 319
Recover
2050
Reshape+
Current trajectory
(Recover scenario)
Ambitious policies +
leveraged recovery
(Reshape+ scenario)
Freight transport
demand in 2050
(billion tonne-kilometres)
-18%
-5%
-22%
Support innovation to accelerate technological
breakthroughs needed to decarbonise
transport
Technological improvements offer the most promising path to decarbonising those parts of
the transport sectors that are hard to decarbonise, such as aviation and road haulage
Improve and invest in
new technologies
Alternative fuels
Improved energy efficiency
Aligned price incentives
Boost digitalisation
Real time information
Efficient routing
Optimal use of assets
Encourage uptake
Target high-use vehicle fleets
Invest in charging infrastructure
Offer purchase subsidies
Intensify collaboration for sustainability with
non-transport sectors, between countries and
public and private actors
Public and private sectors
need to work together
Maximise benefits of new
technologies and services.
Clean transport
needs clean energy
Green electricity grid and
clean fuel production
Climate financing for
global decarbonisation
Ensure equitable distribution
of costs and benefits
Six top tasks for policy makers
Align policies
2
Increase ambition
1 Target sectors
4
Focus on accessibility
3
Support innovation
5
Break down silos
6
…to revive the economy, combat climate change and
strengthen equity.
…to reverse the trend and reduce transport emissions
by 70%. Today’s policies are not sufficient.
…with strategies geared to their emissions-reduction
potential. Urban mobility has the highest potential, road
freight and aviation are hardest to decarbonise.
…to make trips easier and increase opportunities. More
mobility is not better well-being.
…to accelerate technological breakthroughs needed to
decarbonise transport.
…and boost collaboration between interdependent sectors
like transport, energy, tourism and trade. Transport cannot
succeed alone.
Thank you
Malithi Fernando, ITF
malithi.fernando@itf-oecd.org
EV take-up in Norway
Challenges and successes
Sveinung Kvalø
The Norwegian
EV Association
Norwegian EV
Association
Non-profit NGO
Over 100,000 members (EV drivers)
40 employees
→ Our goal: Electrify transport as
fast as possible!
Mr. Syltevik – the world’s oldest EV
driver!
Yes, it’s cold in nothern Norway
Finnmark
Hordaland
Nordland
Rogaland
Møre og Romsdal
Akershus
Trøndelag
Troms
Østfold
Oppland
Hedmark
Oslo
Vestfold
Vest-Agder
Sogn og Fjordane
Aust-Agder
Telemark
Buskerud
EV market share per
county (September 2021)
Kilde: OFV
80%
74%
70%
33%
73%
88%
77%
73%
73%
83%
76%
68%
67%
71%
80%
71%
75%
75%
Source: OFV
Plug-in hybrids are not
included in the numbers!
Finnmark
Hordaland
Nordland
Rogaland
Møre og Romsdal
Akershus
Trøndelag
Troms
Østfold
Oppland
Hedmark
Oslo
Vestfold
Vest-Agder
Sogn og Fjordane
Aust-Agder
Telemark
Buskerud
EV market share per
county (September 2021, privately
owned)
Kilde: OFV
92%
85%
88%
65%
86%
95%
91%
88%
88%
96%
90%
88%
90%
85%
92%
89%
89%
89%
Source: OFV
Plug-in hybrids are not
included in the numbers!
Why is this happening?
Plug-in hybrid
Government target: 100% EV sales in
2025
Zero emission Zero emission projection
Source: OFV
(no plug-in hybrids in 2025!)
Support is the key
Buying or leasing:
• No purchase tax
• Zero VAT
• LCV support scheme
Owning:
• 70% annual road tax
• 60% company car tax
Using:
• Toll roads, ferries, parking
max 50%
• Access to bus lanes
Purchase taxes
400.000,-
Price before taxes 25% VAT Purchase tax
Price before taxes
400.000,-
New buildings must
be “charging ready”
“Right to charge” in
apartment buildings
ZEV Public
procurement:
- Cars 2022
- City buses 2025
Other laws and regulations
Happy EV drivers
95%
are satisfied or very
satisfied with being an
EV driver
Norwegian EV driver survey 2021
Challenges
Two remaining hurdles (to reach
100%) • Company tax rules weakens EV
incentives for leasing and company cars
0%
20%
40%
60%
80%
100%
Privately owned Company owned
• Incentives for plug-in
hybrids are too
generous
Some charging issues…
Fast chargers and EVs
0
20
40
60
80
100
120
140
160
180
0
500
1,000
1,500
2,000
2,500
3,000
3,500
4,000
4,500
2012 2013 2014 2015 2016 2017 2018 2019 2020 2021
(Sep)
Number
of
BEVs
per
fast
charger
Number
of
fast
chargers
Number of fast chargers Number of HPC EVs per charger
From 400.000 EVs to over 1.000.000
0
2,000
4,000
6,000
8,000
10,000
12,000
0
200,000
400,000
600,000
800,000
1,000,000
1,200,000
2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Number
of
fast
chargers
Number
of
EVs
Hurtigladere Elbiler
Fast chargers
From 3.700 to 10.000 fast chargers
Source: OFV, Nobil and Norwegian EV Association
EVs
EXPERIENCE THAT THE
FAST CHARGERS DON’T
WORK OCCASIONALLY OR
MORE OFTEN
42%
The Norwegian EV driver survey 2021
EXPERIENCE QUEUES AT FAST CHARGING
STATIONS OCCASIONALLY OR MORE OFTEN
48%
The Norwegian EV driver survey 2021
Pricing and payment systems
• Increasing number of operators
• Payment by RFID tags, apps, SMS,
QR (bank card in browser)
• EV Association distributes universal
RFID tag to members
• Price models are changing – more
kWh or combination kWh+time
FIND THE DIFFERENT
PRICE MODELS FOR FAST
CHARGING EASY TO
UNDERSTAND
12%
The Norwegian EV driver survey 2021
Skjermdump fra: : https://www.vg.no/annonsorinnhold/circlek/fremtidens-stasjon/
Chargers Petrol/Diesel
Conclusion
We’re almost there
• EVs are no longer for urban areas only
• A large variety of models available
• The basic fast charging network is already in place
• “Right to charge” at private parking spaces in apartments
• The new government has proposed to take down the
over-generous incentives for plug-in hybrids
 Remove tax benefits for company owned fossil cars
 Light commercial vehicles lagging behind
 Charging must be easy to operate and to pay for
EVS35 in Oslo 11-15 June
elbil.no
Behavioral Parking Research
November 24, 2021
Joseph Sherlock – jjs92@duke.edu
MAKING PEOPLE
HAPPIER, HEALTHIER AND WEALTHIER
WITH BEHAVIORAL SCIENCE
AT HOME AND ABROAD
Study 1:
Reframing the Daily Commute
Lab Study
Framing experiment conditions:
Control Reverse
Lab Study
Framing experiment conditions:
Cost Emissions Calories Productivity
Lab Study
● All treatment conditions
significantly increased
likelihood of stating a
preference for alternative
mode of transport to solo
driving, vs Control.
● CO2 emissions + Reverse
Ordering also significantly
increased this likelihood vs
Reverse Ordering alone.
Study 2:
Reframing the Daily Commute
Field Study 1: Email Message Framing
Recipients were sent a
standard email,
welcoming them back
to campus for the fall,
explaining parking
options with the annual
permit structure
explained first followed
by the option to enroll
in daily parking pricing.
Control
Recipients were sent
the standard email, but
the daily parking
pricing program was
presented first in the
body of the email.
Daily first
Recipients were sent
the standard email, but
the subject line and the
introduction to the
email focused on the
personal financial
benefits of opting in to
the daily parking
program.
Financial
Recipients were sent
the standard email, but
the subject line and the
introduction to the
email focused on the
potential environmental
benefits of opting in to
the daily parking
program.
Environmental
MoveVU sent email to ~12,000 graduate students, faculty, and staff inviting them to participate in the daily
parking program. Recipients were randomized to receive an email using one of four frames:
Field Study 1: Email Message Framing
Relative to the control group, the Financial
framing condition had a statistically significant
higher percentage of daily parking program
sign-ups (p = 0.02).
The Daily First (p = 0.07) and Environmental (p
= 0.09) framing conditions also trended toward
higher percentages of sign-ups compared to
the control group..
Study 3:
Pain of Payment & Parking
Pricing Reminders
Study 3 Research Summary
1. Does increasing the salience of daily
parking payments (making it more
visible and tangible) increase the pain
of payment and decrease parking
demand?
2. What framing of daily parking
payments decreases parking demand
the most?
Research Questions
1. Sending prompts daily will further
increase the salience and effectiveness
of the prompts, relative to weekly
(resulting in the strongest decrease in
parking demand).
2. Sending prompts increasing people’s
awareness of their financial loss which
will decrease the amount that they drive
and park.
Hypotheses
Field Study 3: Daily Parking Payments
Study 3 Conditions
For those who were admitted to the daily parking program, we randomized participants into treatment and
control groups.
n = 135
No notifications about parking activity.
Control
Daily Weekly
Daily + Loss Aversion Weekly + Loss Aversion
n = 141
Notifications about parking costs every day they
drive to increase the pain of payment.
n = 146
Notifications about parking activity once a week
emphasizing cost.
n = 134
Notifications to increase pain of payment and adds
loss aversion w/ other commute options.
n = 126
Weekly summary notifications about parking and
adds loss aversion w/ other commute options.
Trip Change (vs Baseline) Model
● The average change (weekly parking
compared to the pre-experiment average)
similarly decreased for all experimental
conditions.
● Weekly-LA messages reduced parking the
most, by -3.16% (statistically significant at
10% level) indicating that these reminders
had the strongest impact on parking
behavior.
● Other conditions weren’t statistically sig.
● Meanwhile, daily reminders with loss
aversion-based framing resulted in the
lowest decrease in parking, at -0.30%. This
was slightly greater than the decrease for
the control group (at 0.46%). I.e. Daily-LA
messages ~ no messages.
Weekly Trips
● Trips during the
experiment remained
highest for those in the
daily condition.
● After week 5, trips
began to decrease
Trimmed Sample
Study 4:
Daily vs Annual Payment
Field Study 2: Daily Pricing and Parking
Behavior
From the pool of faculty, staff, and students who expressed interest in the daily parking program, we
randomized participants into treatment and control groups.
n=711
Were admitted to receive entry into the
daily parking pricing program; were
directed to park at one of three
designated daily parking lots on campus.
n=476
Were not admitted to the daily parking
pricing program (were placed on a
waitlist for potential admittance if
additional parking spaces became
available).
Control Treatment
SEAI - National Energy Research and Policy Conference 2021 - Session 3

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SEAI - National Energy Research and Policy Conference 2021 - Session 3

  • 1. The ITF Transport Outlook 2021 SEAI National Energy Research & Policy Conference Presented by: Malithi Fernando, Policy Analyst/Modeller 25 November, 2021 Reshaping mobility post pandemic
  • 2. The ITF Transport Outlook 2021 An equitable transition to sustainable mobility in the post-pandemic era. https://www.itf-oecd.org/itf-transport-outlook-2021
  • 3. Where are we headed?
  • 4. Global demand for transport will more than double Under the current policy trajectory, passenger activity will increase 2.3-fold to 2050. Freight transport will grow by a factor of 2.6. Population growth and increasing prosperity drive increased demand in all scenarios. Passenger transport demand (billion passenger-kilometres) Freight transport demand (billion tonne-kilometres) 2015 Reshape 123 051 2015 2050 Current trajectory (Recover scenario) 52 766 2.3x 2015 Recover 2050 2015 2050 Current trajectory (Recover scenario) 344 279 134 959 2.6x
  • 5. 0 1 2 3 4 5 6 7 8 9 2015 2050 Current trajectory (Recover scenario) Gigatonnes CO 2 Transport CO2 emissions will grow 16% Under today’s policies, transport will emit 16% more CO2 in 2050 than 2015 Emissions would exceed transport’s carbon budget more than three times Total transport CO2 emissions by sector (Gigatonnes CO2) Freight Passenger Note: Estimates of the emissions levels needed to meet 1.5C warming levels were sourced from https://data.ene.iiasa.ac.at/iamc-1.5c-explorer similarly to ICCT (2020). Transport sector emissions pathways with low or no overshoot were selected before estimating the median emissions in each year. Emissions of black carbon are excluded as these are not estimated in the ITF or IEA MoMo models. Emission levels needed to limit warming to 1.5°C
  • 7. Greater ambition is needed to reverse the growth of transport CO2 emissions Transport CO2 emissions are set to rise, not fall CO2 emissions could be nearly 70% less in 2050 compared to 2015 Total transport CO2 emissions by scenario (Gigatonnes CO2) 0 1 2 3 4 5 6 7 8 9 2015 2020 2025 2030 2035 2040 2045 2050 Note: ITF models used in this Outlook are typically run by five-year increments, therefore the 2020 to 2025 recovery trend may not necessarily be linear despite being shown as such in the figure. The shape of this “recovery curve” will depend on policy implementation and economic trajectories. Estimates of the emissions levels needed to meet 1.5C warming levels were sourced from https://data.ene.iiasa.ac.at/iamc-1.5c-explorer similarly to ICCT (2020). Transport sector emissions pathways with low or no overshoot were selected before estimating the median emissions in each year, error bars represent the 25th and 75th percentiles of scenarios. Emissions of black carbon are excluded as these are not estimated in the ITF or IEA MoMo models. Gigatonnes CO 2 Transport’s carbon budget to limit global warming to 1.5C Ambitious policies (Reshape scenario) Current trajectory (Recover scenario) Ambitious policies + leveraged recovery (Reshape+ scenario)
  • 8. Align Covid-19 recovery packages to revive the economy, combat climate change and strengthen equity An unbalanced focus on economic growth ignores social and environmental costs. Aligned policies are more cost effective, gain public support, and can achieve goals faster. Global inequality Incomes Emissions Opportunities Exacerbated by Covid-19 Economic losses Access limitations Address with aligned action Economic recovery Environmental objectives Policies for inclusion
  • 9. Governments should shift the priority to improving accessibility Mobility – the old paradigm Focus on fast trips, not good links Favours urban sprawl Results in more travel, not less Prioritises the private car Long supply chains Accessibility – the new paradigm Focus on access to destinations and goods Creates denser, mixed-use neighbourhoods Results in less travel, not more Prioritises sustainable, affordable modes Shorter supply chains
  • 10. Target different transport sectors with strategies that reflect their specific decarbonisation potential Urban travel has the greatest demand management potential. Reducing demand is most difficult for regional and intercity travel. Urban passenger transport demand in 2050 (billion passenger-kilometres) 54 313 68 737 42 290 65 262 Urban total non urban Ambitious policies + leveraged recovery (Reshape+ scenario) Current trajectory (Recover scenario) Non-urban passenger transport demand in 2050 (billion passenger-kilometres) Ambitious policies + leveraged recovery (Reshape+ scenario) Current trajectory (Recover scenario) 344 279 281 319 Recover 2050 Reshape+ Current trajectory (Recover scenario) Ambitious policies + leveraged recovery (Reshape+ scenario) Freight transport demand in 2050 (billion tonne-kilometres) -18% -5% -22%
  • 11. Support innovation to accelerate technological breakthroughs needed to decarbonise transport Technological improvements offer the most promising path to decarbonising those parts of the transport sectors that are hard to decarbonise, such as aviation and road haulage Improve and invest in new technologies Alternative fuels Improved energy efficiency Aligned price incentives Boost digitalisation Real time information Efficient routing Optimal use of assets Encourage uptake Target high-use vehicle fleets Invest in charging infrastructure Offer purchase subsidies
  • 12. Intensify collaboration for sustainability with non-transport sectors, between countries and public and private actors Public and private sectors need to work together Maximise benefits of new technologies and services. Clean transport needs clean energy Green electricity grid and clean fuel production Climate financing for global decarbonisation Ensure equitable distribution of costs and benefits
  • 13. Six top tasks for policy makers Align policies 2 Increase ambition 1 Target sectors 4 Focus on accessibility 3 Support innovation 5 Break down silos 6 …to revive the economy, combat climate change and strengthen equity. …to reverse the trend and reduce transport emissions by 70%. Today’s policies are not sufficient. …with strategies geared to their emissions-reduction potential. Urban mobility has the highest potential, road freight and aviation are hardest to decarbonise. …to make trips easier and increase opportunities. More mobility is not better well-being. …to accelerate technological breakthroughs needed to decarbonise transport. …and boost collaboration between interdependent sectors like transport, energy, tourism and trade. Transport cannot succeed alone.
  • 14. Thank you Malithi Fernando, ITF malithi.fernando@itf-oecd.org
  • 15. EV take-up in Norway Challenges and successes Sveinung Kvalø The Norwegian EV Association
  • 16. Norwegian EV Association Non-profit NGO Over 100,000 members (EV drivers) 40 employees → Our goal: Electrify transport as fast as possible!
  • 17. Mr. Syltevik – the world’s oldest EV driver!
  • 18. Yes, it’s cold in nothern Norway
  • 19. Finnmark Hordaland Nordland Rogaland Møre og Romsdal Akershus Trøndelag Troms Østfold Oppland Hedmark Oslo Vestfold Vest-Agder Sogn og Fjordane Aust-Agder Telemark Buskerud EV market share per county (September 2021) Kilde: OFV 80% 74% 70% 33% 73% 88% 77% 73% 73% 83% 76% 68% 67% 71% 80% 71% 75% 75% Source: OFV Plug-in hybrids are not included in the numbers!
  • 20. Finnmark Hordaland Nordland Rogaland Møre og Romsdal Akershus Trøndelag Troms Østfold Oppland Hedmark Oslo Vestfold Vest-Agder Sogn og Fjordane Aust-Agder Telemark Buskerud EV market share per county (September 2021, privately owned) Kilde: OFV 92% 85% 88% 65% 86% 95% 91% 88% 88% 96% 90% 88% 90% 85% 92% 89% 89% 89% Source: OFV Plug-in hybrids are not included in the numbers!
  • 21. Why is this happening?
  • 22. Plug-in hybrid Government target: 100% EV sales in 2025 Zero emission Zero emission projection Source: OFV (no plug-in hybrids in 2025!)
  • 23. Support is the key Buying or leasing: • No purchase tax • Zero VAT • LCV support scheme Owning: • 70% annual road tax • 60% company car tax Using: • Toll roads, ferries, parking max 50% • Access to bus lanes
  • 24. Purchase taxes 400.000,- Price before taxes 25% VAT Purchase tax Price before taxes 400.000,-
  • 25. New buildings must be “charging ready” “Right to charge” in apartment buildings ZEV Public procurement: - Cars 2022 - City buses 2025 Other laws and regulations
  • 26. Happy EV drivers 95% are satisfied or very satisfied with being an EV driver Norwegian EV driver survey 2021
  • 28. Two remaining hurdles (to reach 100%) • Company tax rules weakens EV incentives for leasing and company cars 0% 20% 40% 60% 80% 100% Privately owned Company owned • Incentives for plug-in hybrids are too generous
  • 30. Fast chargers and EVs 0 20 40 60 80 100 120 140 160 180 0 500 1,000 1,500 2,000 2,500 3,000 3,500 4,000 4,500 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 (Sep) Number of BEVs per fast charger Number of fast chargers Number of fast chargers Number of HPC EVs per charger
  • 31. From 400.000 EVs to over 1.000.000 0 2,000 4,000 6,000 8,000 10,000 12,000 0 200,000 400,000 600,000 800,000 1,000,000 1,200,000 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 Number of fast chargers Number of EVs Hurtigladere Elbiler Fast chargers From 3.700 to 10.000 fast chargers Source: OFV, Nobil and Norwegian EV Association EVs
  • 32. EXPERIENCE THAT THE FAST CHARGERS DON’T WORK OCCASIONALLY OR MORE OFTEN 42% The Norwegian EV driver survey 2021
  • 33. EXPERIENCE QUEUES AT FAST CHARGING STATIONS OCCASIONALLY OR MORE OFTEN 48% The Norwegian EV driver survey 2021
  • 34. Pricing and payment systems • Increasing number of operators • Payment by RFID tags, apps, SMS, QR (bank card in browser) • EV Association distributes universal RFID tag to members • Price models are changing – more kWh or combination kWh+time
  • 35. FIND THE DIFFERENT PRICE MODELS FOR FAST CHARGING EASY TO UNDERSTAND 12% The Norwegian EV driver survey 2021
  • 36. Skjermdump fra: : https://www.vg.no/annonsorinnhold/circlek/fremtidens-stasjon/ Chargers Petrol/Diesel
  • 38. We’re almost there • EVs are no longer for urban areas only • A large variety of models available • The basic fast charging network is already in place • “Right to charge” at private parking spaces in apartments • The new government has proposed to take down the over-generous incentives for plug-in hybrids  Remove tax benefits for company owned fossil cars  Light commercial vehicles lagging behind  Charging must be easy to operate and to pay for
  • 39. EVS35 in Oslo 11-15 June
  • 41. Behavioral Parking Research November 24, 2021 Joseph Sherlock – jjs92@duke.edu
  • 42.
  • 43. MAKING PEOPLE HAPPIER, HEALTHIER AND WEALTHIER WITH BEHAVIORAL SCIENCE AT HOME AND ABROAD
  • 44.
  • 45. Study 1: Reframing the Daily Commute
  • 46. Lab Study Framing experiment conditions: Control Reverse
  • 47. Lab Study Framing experiment conditions: Cost Emissions Calories Productivity
  • 48. Lab Study ● All treatment conditions significantly increased likelihood of stating a preference for alternative mode of transport to solo driving, vs Control. ● CO2 emissions + Reverse Ordering also significantly increased this likelihood vs Reverse Ordering alone.
  • 49. Study 2: Reframing the Daily Commute
  • 50. Field Study 1: Email Message Framing Recipients were sent a standard email, welcoming them back to campus for the fall, explaining parking options with the annual permit structure explained first followed by the option to enroll in daily parking pricing. Control Recipients were sent the standard email, but the daily parking pricing program was presented first in the body of the email. Daily first Recipients were sent the standard email, but the subject line and the introduction to the email focused on the personal financial benefits of opting in to the daily parking program. Financial Recipients were sent the standard email, but the subject line and the introduction to the email focused on the potential environmental benefits of opting in to the daily parking program. Environmental MoveVU sent email to ~12,000 graduate students, faculty, and staff inviting them to participate in the daily parking program. Recipients were randomized to receive an email using one of four frames:
  • 51. Field Study 1: Email Message Framing Relative to the control group, the Financial framing condition had a statistically significant higher percentage of daily parking program sign-ups (p = 0.02). The Daily First (p = 0.07) and Environmental (p = 0.09) framing conditions also trended toward higher percentages of sign-ups compared to the control group..
  • 52. Study 3: Pain of Payment & Parking Pricing Reminders
  • 53. Study 3 Research Summary 1. Does increasing the salience of daily parking payments (making it more visible and tangible) increase the pain of payment and decrease parking demand? 2. What framing of daily parking payments decreases parking demand the most? Research Questions 1. Sending prompts daily will further increase the salience and effectiveness of the prompts, relative to weekly (resulting in the strongest decrease in parking demand). 2. Sending prompts increasing people’s awareness of their financial loss which will decrease the amount that they drive and park. Hypotheses
  • 54. Field Study 3: Daily Parking Payments
  • 55. Study 3 Conditions For those who were admitted to the daily parking program, we randomized participants into treatment and control groups. n = 135 No notifications about parking activity. Control Daily Weekly Daily + Loss Aversion Weekly + Loss Aversion n = 141 Notifications about parking costs every day they drive to increase the pain of payment. n = 146 Notifications about parking activity once a week emphasizing cost. n = 134 Notifications to increase pain of payment and adds loss aversion w/ other commute options. n = 126 Weekly summary notifications about parking and adds loss aversion w/ other commute options.
  • 56. Trip Change (vs Baseline) Model ● The average change (weekly parking compared to the pre-experiment average) similarly decreased for all experimental conditions. ● Weekly-LA messages reduced parking the most, by -3.16% (statistically significant at 10% level) indicating that these reminders had the strongest impact on parking behavior. ● Other conditions weren’t statistically sig. ● Meanwhile, daily reminders with loss aversion-based framing resulted in the lowest decrease in parking, at -0.30%. This was slightly greater than the decrease for the control group (at 0.46%). I.e. Daily-LA messages ~ no messages.
  • 57. Weekly Trips ● Trips during the experiment remained highest for those in the daily condition. ● After week 5, trips began to decrease Trimmed Sample
  • 58. Study 4: Daily vs Annual Payment
  • 59. Field Study 2: Daily Pricing and Parking Behavior From the pool of faculty, staff, and students who expressed interest in the daily parking program, we randomized participants into treatment and control groups. n=711 Were admitted to receive entry into the daily parking pricing program; were directed to park at one of three designated daily parking lots on campus. n=476 Were not admitted to the daily parking pricing program (were placed on a waitlist for potential admittance if additional parking spaces became available). Control Treatment

Hinweis der Redaktion

  1. Here’s our oldest member Mr. Syltevik. Last year, at the age of 99, he chose to buy a new BEV, an MG ZS. He uses it to visit his 103 year old sister and to do grocery shopping.
  2. This picture is from our winter test
  3. So, age is not a barrier. What about the countryside? Battery eklectric market shares hit new record levels for almost every county in two months in a row in august and september. On average 77,5 for the whole of Norway
  4. Companies have tax rebates for fossil fuels that weakens the EV incentives. The market share for privately owned cars was around 90 per cent for all counties in Norway, 91,3 per cent on average
  5. 25 percent of Norwegians live in apartment buildings – charging here more complicated than in detached houses Accomplished: residents in apartment buildings cannot be denied charging without a valid reason Rules ensuring all new buildings are charging ready soon ready. Victory in progress: a national support scheme towards making existing apartment buildings charging ready
  6. For passenger cars
  7. But we also see innovation! This is Circle K Kongsbergporten. You arrive to the chargers in fromt. De har også solceller, og et batteri som brukes til buffer (les mer på elbil.no!)
  8. For spring 2021 we wanted to know if frequency + type of message - Thought the more people saw, the more we’d dissuade them from parking
  9. Eg of daily vs weekly messages
  10. New model with weekly comparisons = more statistical power. Used new model looking at weekly obs to get more power Continue to see that Weekly-LA has strongest impact & Daily-LA has the weakest impact when trying to reduce driving behavior Questionable significance in some models*
  11. Trips during the experiment remained highest for those in the daily condition. After week 5, trips for those in the Daily condition began to decrease (unsure why) Strong trends since the beginning of fall 2021. Weekly LA however still has continued to decrease, which could indicate some stickiness from the interventions