One size does not fit all: applying the transtheoretical model to energy feedback technology design

Global warming, and the climate change it induces, is an urgent global issue. One remedy to this problem, and the focus of this paper, is to motivate sustainable energy usage behaviors by people. One approach is the development of technologies that provide real-time, continuous feedback of energy usage. However, there is one problem - most tech-nologies use a "one-size-fits-all" solution, providing the same feedback to differently motivated individuals at different stages of readiness, willingness and ableness to change. In this paper, we synthesize a wide range of motivational psychology literature to develop a motivational framework based on the Transtheoretical (aka Stages of Behavior Change) Model. For each stage, we state the mo-tivational goal(s), and recommendation(s) for how technol-ogies can reach these goals. Each goal and recommendation is supported by a rationale based on motivational literature. Each recommendation is supported by a simple textual example illustrating one way to apply the recommendation.

[1]  A. Kollmuss,et al.  Mind the Gap: Why do people act environmentally and what are the barriers to pro-environmental behavior? , 2002 .

[2]  Judith G. Chapman,et al.  Social Value Orientations and Decisions to Take Proenvironmental Action1 , 1998 .

[3]  Hal R. Arkes,et al.  Competence and the maintenance of behavior , 1978 .

[4]  Jon Froehlich,et al.  Promoting Energy Efficient Behaviors in the Home through Feedback : The Role of Human-Computer Interaction , 2009 .

[5]  E.,et al.  To Think or Not to Think: Exploring Two Routes to Persuasion. , 1994 .

[6]  J. Reeve,et al.  The interest-enjoyment distinction in intrinsic motivation , 1989 .

[7]  S. M. Arnsten Intrinsic motivation. , 1990, The American journal of occupational therapy : official publication of the American Occupational Therapy Association.

[8]  D. Bem Self-perception: An alternative interpretation of cognitive dissonance phenomena. , 1967, Psychological review.

[9]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[10]  M. Lepper,et al.  Rethinking the value of choice: a cultural perspective on intrinsic motivation. , 1999, Journal of personality and social psychology.

[11]  Julia H. Littell,et al.  Stages of Change , 2002 .

[12]  David H. Folz Recycling Program Design, Management, and Participation: A National Survey of Municipal Experience , 1991 .

[13]  L. J. Becker Joint effect of feedback and goal setting on performance: a field study of residential energy conservation , 1978 .

[14]  Eli Blevis,et al.  Energy aware dwelling: a critical survey of interaction design for eco-visualizations , 2008, OZCHI.

[15]  K. M. Kacmar,et al.  Goal Specificity as a Determinant of Goal Commitment and Goal Change , 1994 .

[16]  Carla H. Lagorio,et al.  Psychology , 1929, Nature.

[17]  M. Shipworth Motivating Home Energy Action: A handbook of what works , 2000 .

[18]  R. D. Young,et al.  Changing Behavior and Making it Stick The Conceptualization and Management of Conservation Behavior , 1993 .

[19]  Wayne F. Velicer,et al.  Stages of change in psychotherapy: Measurement and sample profiles. , 1983 .

[20]  D E BERLYNE Conflict and the orientation reaction. , 1961, Journal of experimental psychology.

[21]  Edward L. Deci,et al.  Intrinsic Motivation and Self-Determination in Human Behavior , 1975, Perspectives in Social Psychology.

[22]  H. Aarts,et al.  Habits as knowledge structures: automaticity in goal-directed behavior. , 2000, Journal of personality and social psychology.

[23]  R. Cialdini CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE Crafting Normative Messages to Protect the Environment , 2022 .

[24]  Lt Lorna McCalley,et al.  Energy conservation through product-integrated feedback: The roles of goal-setting and social orientation , 2002 .

[25]  Allison Woodruff,et al.  A bright green perspective on sustainable choices , 2008, CHI.

[26]  Lynn Langmeyer A social psychological perspective on energy conservation in residential buildings. , 1984 .

[27]  James A. Landay,et al.  UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits , 2009, CHI.

[28]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[29]  Edwin A. Locke,et al.  The Determinants of Goal Commitment , 1988 .

[30]  J. T. Austin,et al.  Goal constructs in psychology: Structure, process, and content. , 1996 .

[31]  Berlyne De,et al.  Conflict and the orientation reaction. , 1961 .

[32]  D. Boud Using Journal Writing to Enhance Reflective Practice , 2001 .

[33]  M. Csíkszentmihályi,et al.  Beyond Boredom and Anxiety: The Experience of Play in Work and Games. , 1977 .

[34]  Stephen Rollnick,et al.  Motivational Interviewing: Preparing People for Change, 2nd Edition , 2002 .

[35]  R. Ryan,et al.  Psychological needs and the facilitation of integrative processes. , 1995, Journal of personality.

[36]  W. Miller,et al.  Motivational interviewing: preparing people for change. , 2002 .

[37]  Tiffany Holmes,et al.  Eco-visualization: combining art and technology to reduce energy consumption , 2007, C&C '07.

[38]  Raymond De Young,et al.  On averting the tragedy of the commons , 1988 .

[39]  W. Velicer,et al.  The Transtheoretical Model of Health Behavior Change , 1997, American journal of health promotion : AJHP.

[40]  E. Deci,et al.  Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. , 2000, Contemporary educational psychology.

[41]  J. Rotter Generalized expectancies for internal versus external control of reinforcement. , 1966, Psychological monographs.

[42]  SlEphen Kaplan,et al.  BEING NEEDED, ADAPTIVE MUDDLING AND HUMAN-ENVIRONMENT RELATIONSHIPS , 1990 .

[43]  Eli Blevis,et al.  Sustainable interaction design: invention & disposal, renewal & reuse , 2007, CHI.

[44]  P. Gollwitzer,et al.  Implementation intentions and effective goal pursuit , 1997 .

[45]  Anton Gustafsson,et al.  The power-aware cord: energy awareness through ambient information display , 2005, CHI Extended Abstracts.

[46]  Mark V. Redmond,et al.  Interpersonal Communication: Relating to Others , 1995 .

[47]  Elliot Aronson,et al.  Taking a Closer Look: Reasserting the Role of the Self-Concept in Dissonance Theory , 1992 .

[48]  R. D. Robertson Preserving the Environment: New Strategies for Behavior Change. By E. Scott Geller, Richard A. Winett, Peter B. Everett , 1982 .

[49]  M. Rokeach The Nature Of Human Values , 1974 .

[50]  P. Gollwitzer Implementation intentions: Strong effects of simple plans. , 1999 .

[51]  E. Deci Effects of Externally Mediated Rewards on Intrinsic Motivation. , 1971 .

[52]  D. J. Fritzsche,et al.  Personal values: Potential keys to ethical decision making , 1995 .