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OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Historical consumption
data to drive energy
efficiency
Giulia Gioffreda
Head of EU Affairs
giulia.gioffreda@opower.com
O P O W E R C O N F I D E N T I A L : D O N O T
D I S T R I B U T E
Opower at a glance
»  Working with over 95 utilities around the world
»  Over 380 billion meter reads under analysis
»  37% of US household data under
management
»  580 people in London, Tokyo, Singapore, San
Francisco, and Arlington, VA (HQ)
»  Behavioral science
»  Big data analytics
»  User-centric design
»  1.5-3% reduction in per household
consumption
»  8 TWh saved to date
»  5% reduction in peak demand
»  5% average increase in customer sentiment
»  50-100% increase in sales of new services and
adoption of new tariffs (e.g., TOU)
Company
DNA Impact
2
O P O W E R C O N F I D E N T I A L : D O N O T
D I S T R I B U T E
Our experience
Average energy consumer
doesn’t care	
  
Showing data is not enough	
  
O P O W E R C O N F I D E N T I A L : D O N O T
D I S T R I B U T E
How to design for energy customers
1.  Design for how people actually behave
2.  Assume people don’t care
3.  Always lead to action
4.  Aim for lasting relationships
5.  Build for everyone… who receives a utility bill
Opower’s 5 principles
O P O W E R C O N F I D E N T I A L : D O N O T
D I S T R I B U T E
5
Schultz & Cialdini (OPOWER Scientists)
Hewlett Foundation San Marcos Study
Zero Impact on Consumption 6% Drop in
Consumption
An Introduction to applied behavioral science
 	
  
We don’t like to be abnormal.
	
  
	
  
	
  
	
  
	
  
	
  
	
  
Design for how people actually behave
Use social norms
 	
  
Design for how people actually behave
Ask people to commit
If we commit to a goal, we are more likely to honor it
because it’s now part of our self-image.
 	
  
Design for how people actually behave
Technique: Loss Aversion
The pain of giving up an object is greater than the joy
associated with acquiring it.
 	
  
Design for how people actually behave
Technique: Extrinsic Motivation
For one-time actions, rewards can be powerful.
 Design for how people actually behave
Reciprocity	
  -­‐	
  High	
  Bill	
  Alerts	
  
For your benefit, so there are no
surprises, we wanted to let you know
that you’ve been using more natural
gas this period.
Design for how people actually behave
Points	
  and	
  Rewards	
  Signup	
  
Earn	
  points	
  for	
  every	
  kWh	
  you	
  
save	
  and	
  get	
  rewarded	
  
Congratula7ons!	
  You’ve	
  been	
  
specifically	
  selected	
  to	
  be	
  a	
  part	
  
of	
  the	
  rewards	
  program	
  
Earn	
  points	
  for	
  every	
  
kWh	
  you	
  save	
  and	
  get	
  
rewarded	
  
You	
  have	
  150	
  rewards	
  points	
  
already.	
  Don’t	
  lose	
  them!	
  
Results:	
  1.0x	
  
Results:	
  0.5x	
  
Results:	
  3.0x	
  
Results:	
  5.4x	
  
Gain	
  Frame	
  
(Control)	
  
Affect	
  
Exclusivity	
  
Reciprocity	
  +	
  
Loss	
  Framing	
  
 	
  
Tactics
➔  Always pair data with insight
➔  Expose personalization
➔  Don’t make people work to understand
➔  Use familiar mental models
	
  
	
  
Assume people don’t care
Design for limited	
  aTenUon	
  spans	
  
Assume people don’t care
Leverage moments that are already engaging
 	
  
Assume people don’t care
Example: new movers experience
 	
  
Always lead to action
Provide Ups	
  that	
  are	
  acUonable	
  	
  
high street vouchers.
Sign up today at eonenergy.com/rewardtrack
Quick Fix
Something you can do right now
Reduce the temperature of your
water
Water heating accounts for a
quarter of your home's total
energy use. Lowering the
temperature on your water
cylinder to 60°C could reduce
your water heating costs by
18%.
Turn down the thermostat on
your water cylinder and then
wait a day to let the
temperature of the water adjust.
Run the hot water at a
frequently used tap and
measure with a thermometer.
35£
SAVE UP TO
PER YEAR
Smart Purchase
An affordable way to save more
Fit your power shower with an
efficient showerhead
A power shower with an
ordinary showerhead running
for 10 minutes can use twice as
much hot water as one with a
low-flow showerhead. An
efficient showerhead takes 15
minutes to install and pays for
itself in energy and water
savings in a few months.
Look for the Water Efficient
Product Recommended logo to
help you identify the most
efficient models.
Don't fit a low-flow showerhead
to an electric shower, as it
could damage the shower unit.
20£
SAVE UP TO
PER YEAR
Great Investment
A big idea for long-term savings
Look for energy efficiency
labels when buying appliances
Look for the Energy Saving
Trust Recommended logo the
next time you buy a new
appliance.
This label helps you identify
some of the most
energy-efficient appliances
available. The EU energy rating
label also lets you compare the
energy efficiency of products.
You can find the Energy Saving
Trust Recommended logo on
white goods, computers, some
home entertainment equipment,
and small appliances like kettles
and irons.
The charts show your energy use and energy costs based on unit rates and standing charges only. Costs are exclusive of VAT. The charts may be based on estimated meter reads. When we get
meter readings we will update these estimates. Your energy costs will vary depending on how much you use or if your price/tariff changes.
For more information about the savings figures you see in this report, visit www.eonenergy.com/savings.
Helping our customers.
We’re on it.
Action Steps Personalised tips chosen for your home
 	
  
Always lead to action
Market	
  to	
  different	
  segments	
  to	
  achieve	
  the	
  same	
  result	
  
 	
  
Aim for a long-term relationship
Enable a	
  two-­‐way	
  conversaUon	
  
 	
  
Aim for a long-term relationship
Customer	
  experience	
  that	
  evolves	
  	
  
 	
  
Build for everyone
Understand users	
  &	
  channels	
  
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Example: Home Energy Report
20
Neighbor Comparison
Behavioral science helps motivate
consumers to save energy
Analytics
Insights that consumer care about, such
as how their heating use compares
Mailed reports
Reach all consumers
regardless of
demographics
PERSONALISED TIPS
To help consumers take action
Behavioural	
  Demand	
  Response	
  	
  
3:00 PM:
Event
Called
3:20 PM:
Event
confirmed
22
Peak
Event
(July 22)
5:00 PM:
Kicked off
IVR and
Email
generation
5:10 PM:
First
comms
delivered
7:00PM:
All comms
delivered
12:50 PM:
AMI data
imported
2:00 PM:
Calculation
jobs kicked
off
3:00 PM:
Comms
generated and 1st
batch delivered
5:00 PM:
All emails
and IVR
delivered
Pre-Event (July 21) Post-Event (July 23)
Snapshot	
  of	
  a	
  BDR	
  event	
  
NormaUve	
  comparison	
  with	
  Behavioral	
  Demand	
  Response	
  
This is an alert from
UtilityCo: Tomorrow,
Wednesday, August 18 is a
peak day. From 2pm to 7pm
join your neighbors by
reducing your electricity
use…
•  Mul7ple	
  7ming	
  touchpoints:	
  pre/post	
  event	
  
•  Mul7ple	
  channels	
  
O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E
Behavioral science drives BDR
24
Normative call to action
Peak event normative comparison
Participation rationale
Actionable tips
Simple opt out
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Do behavioural energy efficiency
programmes
deliver?
25
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Paper reports have outstanding reach and
impact
28%
59%
73%
77%
Save reports for
reference
Share or post
reports
Read reports
Remember
reports
74
64
45
68
54
40
0%
100%
Trustworthy
source of
information on
energy efficiency
Wants to help
me reduce my
home energy
use
Wants to help
me save money
The vast majority of customers
engage with Opower reports
Engagement translates into
improved opinion of utility in key
areas
With Opower
Control
26
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
0.0%
0.5%
1.0%
1.5%
2.0%
2.5%
3.0%
3.5%
Results: Opower customers save 1.5-2.5% in
energy
27
Months since programme start
Energy savings across utilities with Opower Behavioural EE programmes
kWh savings relative to average program savings
Opower clients have
sustained 1.5 – 2.5%
in energy savings
6 12 18 24 30 4836 42
Energy Savings by Age
Energy Savings by Household EfficiencyEnergy Savings by # of Residents
Energy Savings by Income
Impact Across All Segments
28
2.44%2.31%
1.90%
2.50%2.52%
0%
1%
2%
3%
>100k75-100k50-75k25-50k0-25k
2.46%
2.26%
1.97%
2.37%2.25%
0%
1%
2%
3%
60+50-5940-4930-3918-29
2.50%
2.71%
2.23%2.15%
0%
1%
2%
3%
3 Residents2 Residents1 Resident
1.25%
2.20%
2.43%
0%
1%
2%
3%
“Efficient”“Average”“More than Average”
Impact Variance Very Low Across Demographic Groups and Energy Profiles
>4 Residents
BEE programmes can support the rollout of
Smart Meters
29
1 2 3
Educate customers
on the value of Smart Meters
Provide customers with new
energy management tools
Deploy a large-scale demand
response resource
»  Prepare customers and show
them how they can benefit from
the installation of Smart Meters
»  Detailed usage analysis on the
web, and mailed and emailed
energy reports
»  Real-time high usage alerts
»  Weekly energy usage emails
»  Uses behavioural science rather
than direct load control to reduce
peak demand
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Measurement	
  and	
  VerificaUon	
  
The	
  BEE	
  Poten7al	
  in	
  Europe	
  
O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E
Experimental design for claimable results
31
Targeted
customers
Control
Group
Treatment
Group
Statistically
equivalent
groups
Control Opower
Measured
outcomes
Pairwise
Random
Allocation
EE SavingsResults
+
+ No
Reports
Reports
•  Follows experimental design blueprint
•  Clearly isolates impact of reports
•  Follows NAPEE guidelines
•  Endorsed by ACEEE, DOE
OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE
Thank you
giulia.gioffreda@opower.com

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6-2016.01_jrc_opower_0

  • 1. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Historical consumption data to drive energy efficiency Giulia Gioffreda Head of EU Affairs giulia.gioffreda@opower.com
  • 2. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E Opower at a glance »  Working with over 95 utilities around the world »  Over 380 billion meter reads under analysis »  37% of US household data under management »  580 people in London, Tokyo, Singapore, San Francisco, and Arlington, VA (HQ) »  Behavioral science »  Big data analytics »  User-centric design »  1.5-3% reduction in per household consumption »  8 TWh saved to date »  5% reduction in peak demand »  5% average increase in customer sentiment »  50-100% increase in sales of new services and adoption of new tariffs (e.g., TOU) Company DNA Impact 2
  • 3. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E Our experience Average energy consumer doesn’t care   Showing data is not enough  
  • 4. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E How to design for energy customers 1.  Design for how people actually behave 2.  Assume people don’t care 3.  Always lead to action 4.  Aim for lasting relationships 5.  Build for everyone… who receives a utility bill Opower’s 5 principles
  • 5. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E 5 Schultz & Cialdini (OPOWER Scientists) Hewlett Foundation San Marcos Study Zero Impact on Consumption 6% Drop in Consumption An Introduction to applied behavioral science
  • 6.     We don’t like to be abnormal.               Design for how people actually behave Use social norms
  • 7.     Design for how people actually behave Ask people to commit If we commit to a goal, we are more likely to honor it because it’s now part of our self-image.
  • 8.     Design for how people actually behave Technique: Loss Aversion The pain of giving up an object is greater than the joy associated with acquiring it.
  • 9.     Design for how people actually behave Technique: Extrinsic Motivation For one-time actions, rewards can be powerful.
  • 10.  Design for how people actually behave Reciprocity  -­‐  High  Bill  Alerts   For your benefit, so there are no surprises, we wanted to let you know that you’ve been using more natural gas this period.
  • 11. Design for how people actually behave Points  and  Rewards  Signup   Earn  points  for  every  kWh  you   save  and  get  rewarded   Congratula7ons!  You’ve  been   specifically  selected  to  be  a  part   of  the  rewards  program   Earn  points  for  every   kWh  you  save  and  get   rewarded   You  have  150  rewards  points   already.  Don’t  lose  them!   Results:  1.0x   Results:  0.5x   Results:  3.0x   Results:  5.4x   Gain  Frame   (Control)   Affect   Exclusivity   Reciprocity  +   Loss  Framing  
  • 12.     Tactics ➔  Always pair data with insight ➔  Expose personalization ➔  Don’t make people work to understand ➔  Use familiar mental models     Assume people don’t care Design for limited  aTenUon  spans  
  • 13. Assume people don’t care Leverage moments that are already engaging
  • 14.     Assume people don’t care Example: new movers experience
  • 15.     Always lead to action Provide Ups  that  are  acUonable     high street vouchers. Sign up today at eonenergy.com/rewardtrack Quick Fix Something you can do right now Reduce the temperature of your water Water heating accounts for a quarter of your home's total energy use. Lowering the temperature on your water cylinder to 60°C could reduce your water heating costs by 18%. Turn down the thermostat on your water cylinder and then wait a day to let the temperature of the water adjust. Run the hot water at a frequently used tap and measure with a thermometer. 35£ SAVE UP TO PER YEAR Smart Purchase An affordable way to save more Fit your power shower with an efficient showerhead A power shower with an ordinary showerhead running for 10 minutes can use twice as much hot water as one with a low-flow showerhead. An efficient showerhead takes 15 minutes to install and pays for itself in energy and water savings in a few months. Look for the Water Efficient Product Recommended logo to help you identify the most efficient models. Don't fit a low-flow showerhead to an electric shower, as it could damage the shower unit. 20£ SAVE UP TO PER YEAR Great Investment A big idea for long-term savings Look for energy efficiency labels when buying appliances Look for the Energy Saving Trust Recommended logo the next time you buy a new appliance. This label helps you identify some of the most energy-efficient appliances available. The EU energy rating label also lets you compare the energy efficiency of products. You can find the Energy Saving Trust Recommended logo on white goods, computers, some home entertainment equipment, and small appliances like kettles and irons. The charts show your energy use and energy costs based on unit rates and standing charges only. Costs are exclusive of VAT. The charts may be based on estimated meter reads. When we get meter readings we will update these estimates. Your energy costs will vary depending on how much you use or if your price/tariff changes. For more information about the savings figures you see in this report, visit www.eonenergy.com/savings. Helping our customers. We’re on it. Action Steps Personalised tips chosen for your home
  • 16.     Always lead to action Market  to  different  segments  to  achieve  the  same  result  
  • 17.     Aim for a long-term relationship Enable a  two-­‐way  conversaUon  
  • 18.     Aim for a long-term relationship Customer  experience  that  evolves    
  • 19.     Build for everyone Understand users  &  channels  
  • 20. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Example: Home Energy Report 20 Neighbor Comparison Behavioral science helps motivate consumers to save energy Analytics Insights that consumer care about, such as how their heating use compares Mailed reports Reach all consumers regardless of demographics PERSONALISED TIPS To help consumers take action
  • 22. 3:00 PM: Event Called 3:20 PM: Event confirmed 22 Peak Event (July 22) 5:00 PM: Kicked off IVR and Email generation 5:10 PM: First comms delivered 7:00PM: All comms delivered 12:50 PM: AMI data imported 2:00 PM: Calculation jobs kicked off 3:00 PM: Comms generated and 1st batch delivered 5:00 PM: All emails and IVR delivered Pre-Event (July 21) Post-Event (July 23) Snapshot  of  a  BDR  event  
  • 23. NormaUve  comparison  with  Behavioral  Demand  Response   This is an alert from UtilityCo: Tomorrow, Wednesday, August 18 is a peak day. From 2pm to 7pm join your neighbors by reducing your electricity use… •  Mul7ple  7ming  touchpoints:  pre/post  event   •  Mul7ple  channels  
  • 24. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E Behavioral science drives BDR 24 Normative call to action Peak event normative comparison Participation rationale Actionable tips Simple opt out
  • 25. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Do behavioural energy efficiency programmes deliver? 25
  • 26. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Paper reports have outstanding reach and impact 28% 59% 73% 77% Save reports for reference Share or post reports Read reports Remember reports 74 64 45 68 54 40 0% 100% Trustworthy source of information on energy efficiency Wants to help me reduce my home energy use Wants to help me save money The vast majority of customers engage with Opower reports Engagement translates into improved opinion of utility in key areas With Opower Control 26
  • 27. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE 0.0% 0.5% 1.0% 1.5% 2.0% 2.5% 3.0% 3.5% Results: Opower customers save 1.5-2.5% in energy 27 Months since programme start Energy savings across utilities with Opower Behavioural EE programmes kWh savings relative to average program savings Opower clients have sustained 1.5 – 2.5% in energy savings 6 12 18 24 30 4836 42
  • 28. Energy Savings by Age Energy Savings by Household EfficiencyEnergy Savings by # of Residents Energy Savings by Income Impact Across All Segments 28 2.44%2.31% 1.90% 2.50%2.52% 0% 1% 2% 3% >100k75-100k50-75k25-50k0-25k 2.46% 2.26% 1.97% 2.37%2.25% 0% 1% 2% 3% 60+50-5940-4930-3918-29 2.50% 2.71% 2.23%2.15% 0% 1% 2% 3% 3 Residents2 Residents1 Resident 1.25% 2.20% 2.43% 0% 1% 2% 3% “Efficient”“Average”“More than Average” Impact Variance Very Low Across Demographic Groups and Energy Profiles >4 Residents
  • 29. BEE programmes can support the rollout of Smart Meters 29 1 2 3 Educate customers on the value of Smart Meters Provide customers with new energy management tools Deploy a large-scale demand response resource »  Prepare customers and show them how they can benefit from the installation of Smart Meters »  Detailed usage analysis on the web, and mailed and emailed energy reports »  Real-time high usage alerts »  Weekly energy usage emails »  Uses behavioural science rather than direct load control to reduce peak demand
  • 30. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Measurement  and  VerificaUon   The  BEE  Poten7al  in  Europe  
  • 31. O P O W E R C O N F I D E N T I A L : D O N O T D I S T R I B U T E Experimental design for claimable results 31 Targeted customers Control Group Treatment Group Statistically equivalent groups Control Opower Measured outcomes Pairwise Random Allocation EE SavingsResults + + No Reports Reports •  Follows experimental design blueprint •  Clearly isolates impact of reports •  Follows NAPEE guidelines •  Endorsed by ACEEE, DOE
  • 32. OPOWER CONFIDENTIAL: DO NOT DISTRIBUTE Thank you giulia.gioffreda@opower.com