Scaling API-first â The story of a global engineering organization
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Why We Do What We Do?
1. Why We Do What We Do?
The human behavior and
energy efficiency juxtaposition
Beth Karlin
Director, Transformational Media Lab
University of California, Irvine
bkarlin@uci.edu
2. 1. Technology and new media are significantly changing
how we interact with our natural, built & social worlds.
3. 1. Technology and new media are significantly changing
how we interact with our natural, built & social worlds.
2. There are potential opportunities to leverage these
changes for pro-social / pro-environmental benefit.
4. 1. Technology and new media are significantly changing
how we interact with our natural, built & social worlds.
2. There are potential opportunities to leverage these
changes for pro-social / pro-environmental benefit.
3. A psychological approach provides a theoretical base
and empirical methods to understand this potential.
5. 1. Technology and new media are significantly changing
how we interact with our natural, built & social worlds.
2. There are potential opportunities to leverage these
changes for pro-social / pro-environmental benefit.
3. A psychological approach provides a theoretical base
and empirical methods to understand this potential.
Transformational Media Lab:
We study how technology and new media are (and can be)
used to transform individuals, communities, and systems.
6. Three Thoughts on Behavior
1. The time is now.
2. Look beyond either/or.
3. Seeing can be believing.
7. Three Thoughts on Behavior
1. The time is now.
2. Look beyond either/or.
3. Seeing can be believing.
10. Three Thoughts on Behavior
1. The time is now.
2. Look beyond either/or.
3. Seeing can be believing.
11. What is a dichotomy?
A pair of categories that are both
mutually exclusive & exhaustive.
12. Option A Option B
Supply Side Demand Side
Adaptation Mitigation
Technical solutions Behavioral solutions
Acceptance Denial
â________â works â______â doesnât work
Environmental Apathetic
14. People use technology
Energy use in identical houses has been found to vary
by up to 260% (Parker, Mazzara, & Sherwin, 1996).
15. âHousehold actions can provide a behavioral wedge to rapidly
reduce carbon emissions ⊠without waiting for new
technologies or regulations or changing household lifestyle.â
Dietz et al., (2009)
17. Wash your clothes in cold water.
Turn off lights when you leave the room.
Switch to CFL/LED lightbulbs.
Plug your electronics into a smart strip.
Change your computer default settings.
27. What is Feedback?
âInformation about the result of a process or action
that can be used in modification or control of a
process or systemâ - Oxford English Dictionary
28. What is Feedback?
âInformation about the result of a process or action
that can be used in modification or control of a
process or systemâ - Oxford English Dictionary
33. Feedback is effectiveâŠ
âï 100+ studies conducted since 1976
âï Reviews found average 10% savings
âï Mean r-effect size = .1174 (p < .001)
I had no idea
how much
energy
computers used
We installed power
strips to easily
power off all high
energy items
Darby, 2006; Ehrhardt-Martinez et al., 2010;
Fischer, 2008; Karlin & Zinger, in preparation
34. Feedback is effectiveâŠ
âï 100+ studies conducted since 1976
âï Reviews found average 10% savings
âï Mean r-effect size = .1174 (p < .001)
Significant variability in effects
(from negative effects to over 20% savings)
Darby, 2006; Ehrhardt-Martinez et al., 2010;
Fischer, 2008; Karlin & Zinger, in preparation
35. Feedback is â can be
effectiveâŠ
âï 100+ studies conducted since 1976
âï Reviews found average 10% savings
âï Mean r-effect size = .1174 (p < .001)
Significant variability in effects
(from negative effects to over 20% savings)
Darby, 2006; Ehrhardt-Martinez et al., 2010;
Fischer, 2008; Karlin & Zinger, in preparation
36. Feedback is effectiveâ can be âŠ
IT DEPENDS!
âą Population (WHO?)
âą Duration (HOW LONG?)
âą Frequency (HOW OFTEN?)
âą Medium (WHAT TYPE?)
âą Disaggregation (WHAT LEVEL?)
âą Comparison (WHAT MESSAGE?)
Karlin, Ford, & Zinger, under review
38. How much does a
load of laundry cost?
1079 KwH/year
65.9 Billion
$$$
$.25/load
$85/year
39. Message framing
Impacts of leaving your router on when not in use
1
A router left on all day wastes energy.
2
3
4
A router left on all day uses .07 kWh of electricity.
A router left on all day costs $.06.
A router left on all day uses the equivalent of 37 AA batteries.
40. Message framing
Impacts of leaving your router on when not in use
1
A router left on all day wastes energy.
2
3
4
5
A router left on all day uses .07 kWh of electricity.
A router left on all day costs $.06.
A router left on all day uses the equivalent of 37 AA batteries.
If all Americans switched off their router when not in use,
we could save $2.8 billion a year.