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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
1. Technology and new media are significantly changing 
how we interact with our natural, built & social worlds.
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.
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.
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.
Three Thoughts on Behavior 
1. The time is now. 
2. Look beyond either/or. 
3. Seeing can be believing.
Three Thoughts on Behavior 
1. The time is now. 
2. Look beyond either/or. 
3. Seeing can be believing.
Times of transition

College is a key time of transition!
Three Thoughts on Behavior 
1. The time is now. 
2. Look beyond either/or. 
3. Seeing can be believing.
What is a dichotomy? 
A pair of categories that are both 
mutually exclusive & exhaustive.
Option A Option B 
Supply Side Demand Side 
Adaptation Mitigation 
Technical solutions Behavioral solutions 
Acceptance Denial 
“________” works “______” doesn’t work 
Environmental Apathetic
Technology People
People use technology 
Energy use in identical houses has been found to vary 
by up to 260% (Parker, Mazzara, & Sherwin, 1996).
“Household actions can provide a behavioral wedge to rapidly 
reduce carbon emissions 
 without waiting for new 
technologies or regulations or changing household lifestyle.” 
Dietz et al., (2009)
“Go Green” Single Behavior
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.
Example:
Curtailment Efficiency
Attribute Curtailment Efficiency 
COST No/Low Cost (11) Require financial outlay (12) 
FREQUENCY Repetitive / Frequent (12) Infrequent /one-time (15) 
LIFESTYLE Loss of amenities (6) No lifestyle changes (2) 
ACTIONS Behavior / usage (6) Structural / purchases (12) 
PERMANENCE Reversible (4) Durable (7) 
MOTIVATION Saving energy / moral (2) Saving money / rational (3) 
OUTCOME Less impact/savings (2) Greater savings (5) 
Abrahamse et al., 2005; Attari et al., 2010; Ayres et al., 2009; Barr et al., 2005; Black et al., 1985; Butler & 
Hope, 1995; Cialdini & Schultz, 2003; Curtis et al., 1984; Dietz et al., 2009; Dillman et al., 1983; Geller et al., 
1982; Gardner & Stern, 1996; Kempton et al., 1984; Kempton et al., 1992; Macey & Brown, 1983; Nair et al., 
2010; McKenzie Mohr, 1994; Oikonomou et al., 2009; Poortinga et al., 2003; Samuelson, 1990; Stern, 1992; 
Stern & Gardner, 1981; Van Raaij & Verhallen, 1983
Attribute Curtailment Efficiency 
COST No/Low Cost (11) Require financial outlay (12) 
FREQUENCY Repetitive / Frequent (12) Infrequent /one-time (15) 
Features of a dichotomy: 
1. Exclusive 
2. Exhaustive
Low Cost 
High Cost 
Infrequent 
Frequent 
Maintenance Efficiency 
Curtailment ?? ? 
Van Raaij & Verhallen, 1983; Kempton et. al., 1984; 
Kempton et al., 1992; McKenzie Mohr 1994; Stern, 1992
Curtailment Efficiency 
Suffer Spend
Curtailment Efficiency Maintenance
Three Thoughts on Behavior 
1. The time is now. 
2. Look beyond either/or. 
3. Seeing can be believing.
Kempton and Layne, 1994
What is Feedback? 
“Information about the result of a process or action 
that can be used in modification or control of a 
process or system” - Oxford English Dictionary
What is Feedback? 
“Information about the result of a process or action 
that can be used in modification or control of a 
process or system” - Oxford English Dictionary
How much does a 
load of laundry cost?
How about your whole home (dorm)?
Our window of opportunity
 
1888
Feedback is effective
 
— 100+ studies conducted since 1976 
— Reviews found average 10% savings 
— 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
Feedback is effective
 
— 100+ studies conducted since 1976 
— Reviews found average 10% savings 
— 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
Feedback is ✗ can be 
effective
 
— 100+ studies conducted since 1976 
— Reviews found average 10% savings 
— 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
Feedback is effective✗ can be 
 
IT DEPENDS! 
‱ Population (WHO?) 
‱ Duration (HOW LONG?) 
‱ Frequency (HOW OFTEN?) 
‱ Medium (WHAT TYPE?) 
‱ Disaggregation (WHAT LEVEL?) 
‱ Comparison (WHAT MESSAGE?) 
Karlin, Ford, & Zinger, under review
Is HOW feedback effective? 
WHAT 
WHO 
WHEN 
WHERE WHY
How much does a 
load of laundry cost? 
1079 KwH/year 
65.9 Billion 
$$$ 
$.25/load 
$85/year
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.
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.
While there are benefits to simplicity,
it’s not always that easy

but we can work together to find answers!
Resources:
Beth Karlin 
bkarlin@uci.edu

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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.
  • 9. College is a key time of transition!
  • 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 “________” works “______” doesn’t 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. “Household actions can provide a behavioral wedge to rapidly reduce carbon emissions 
 without waiting for new technologies or regulations or changing household lifestyle.” 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.
  • 20. Attribute Curtailment Efficiency COST No/Low Cost (11) Require financial outlay (12) FREQUENCY Repetitive / Frequent (12) Infrequent /one-time (15) LIFESTYLE Loss of amenities (6) No lifestyle changes (2) ACTIONS Behavior / usage (6) Structural / purchases (12) PERMANENCE Reversible (4) Durable (7) MOTIVATION Saving energy / moral (2) Saving money / rational (3) OUTCOME Less impact/savings (2) Greater savings (5) Abrahamse et al., 2005; Attari et al., 2010; Ayres et al., 2009; Barr et al., 2005; Black et al., 1985; Butler & Hope, 1995; Cialdini & Schultz, 2003; Curtis et al., 1984; Dietz et al., 2009; Dillman et al., 1983; Geller et al., 1982; Gardner & Stern, 1996; Kempton et al., 1984; Kempton et al., 1992; Macey & Brown, 1983; Nair et al., 2010; McKenzie Mohr, 1994; Oikonomou et al., 2009; Poortinga et al., 2003; Samuelson, 1990; Stern, 1992; Stern & Gardner, 1981; Van Raaij & Verhallen, 1983
  • 21. Attribute Curtailment Efficiency COST No/Low Cost (11) Require financial outlay (12) FREQUENCY Repetitive / Frequent (12) Infrequent /one-time (15) Features of a dichotomy: 1. Exclusive 2. Exhaustive
  • 22. Low Cost High Cost Infrequent Frequent Maintenance Efficiency Curtailment ?? ? Van Raaij & Verhallen, 1983; Kempton et. al., 1984; Kempton et al., 1992; McKenzie Mohr 1994; Stern, 1992
  • 25. Three Thoughts on Behavior 1. The time is now. 2. Look beyond either/or. 3. Seeing can be believing.
  • 27. What is Feedback? “Information about the result of a process or action that can be used in modification or control of a process or system” - Oxford English Dictionary
  • 28. What is Feedback? “Information about the result of a process or action that can be used in modification or control of a process or system” - Oxford English Dictionary
  • 29. How much does a load of laundry cost?
  • 30. How about your whole home (dorm)?
  • 31. Our window of opportunity
 1888
  • 32.
  • 33. Feedback is effective
 — 100+ studies conducted since 1976 — Reviews found average 10% savings — 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 effective
 — 100+ studies conducted since 1976 — Reviews found average 10% savings — 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 ✗ can be effective
 — 100+ studies conducted since 1976 — Reviews found average 10% savings — 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 effective✗ can be 
 IT DEPENDS! ‱ Population (WHO?) ‱ Duration (HOW LONG?) ‱ Frequency (HOW OFTEN?) ‱ Medium (WHAT TYPE?) ‱ Disaggregation (WHAT LEVEL?) ‱ Comparison (WHAT MESSAGE?) Karlin, Ford, & Zinger, under review
  • 37. Is HOW feedback effective? WHAT WHO WHEN WHERE WHY
  • 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.
  • 41. While there are benefits to simplicity,
  • 42. it’s not always that easy

  • 43. but we can work together to find answers!