Towards more effective behavioural energy policy: An integrative modelling approach to residential energy consumption in Europe

Energy behaviours represent an important underexploited resource in the context of promoting end-use energy efficiency, namely in the residential sector. However, addressing the multidimensional nature of energy behaviours is a complex task and more effective behaviour change interventions and policies grounded on comprehensive approaches are required. An integrative intervention to explore the influence of usage energy behaviours on energy consumption was developed through an innovative combination of modelling techniques. A real-world case study was utilised to generate contextualised understanding. This intervention supported problem structuring methods as pertinent tools to be utilised in complex human-centred energy research, such as energy behaviours, by enabling the development of tailored methodologies which minimise the human bias. It further confirmed real-world behaviour change interventions should involve the different energy stakeholders and be designed to be flexible and adaptive. Results confirmed variables associated with different dimensions significantly impact energy consumption. In this case study the promotion of residential energy efficiency includes both structural and energy behavioural actions, namely a better insulation of the dwellings and encouraging specific usage energy behaviours. These results support the need to consider an integrative perspective when addressing energy behaviours and designing effective behavioural change interventions and energy efficiency policies.

[1]  J. Widén,et al.  Constructing load profiles for household electricity and hot water from time-use data—Modelling approach and validation , 2009 .

[2]  P. Stern New Environmental Theories: Toward a Coherent Theory of Environmentally Significant Behavior , 2000 .

[3]  M. Luoranen,et al.  Differences in perception: How the experts look at energy efficiency (findings from a Finnish survey) , 2013 .

[4]  Paul C. Stern,et al.  Individual and household interactions with energy systems: Toward integrated understanding , 2014 .

[5]  Kristina Ek,et al.  The devil is in the details: Household electricity saving behavior and the role of information , 2010 .

[6]  John E. Seem,et al.  Pattern recognition algorithm for determining days of the week with similar energy consumption profiles , 2005 .

[7]  T. Sanquist,et al.  Lifestyle factors in U.S. residential electricity consumption , 2012 .

[8]  M. Savitz,et al.  Rethinking energy innovation and social science , 2014 .

[9]  C. Vlek,et al.  A review of intervention studies aimed at household energy conservation , 2005 .

[10]  Luis C. Dias,et al.  Structuring an MCDA model using SSM: A case study in energy efficiency , 2009, Eur. J. Oper. Res..

[11]  V. Ismet Ugursal,et al.  Modeling of end-use energy consumption in the residential sector: A review of modeling techniques , 2009 .

[12]  Paul C. Stern,et al.  Environmental Problems and Human Behavior , 1995 .

[13]  John Mingers,et al.  Multimethodology: Towards a framework for mixing methodologies , 1997 .

[14]  Uygar Özesmi,et al.  Ecological models based on people’s knowledge: a multi-step fuzzy cognitive mapping approach , 2004 .

[15]  John Mingers,et al.  Multimethodology: Mixing and Matching Methods , 2001 .

[16]  David Infield,et al.  Domestic electricity use: A high-resolution energy demand model , 2010 .

[17]  Gerjo Kok,et al.  Changing energy-related behavior: An Intervention Mapping approach , 2011 .

[18]  Loren Lutzenhiser,et al.  What's Missing in Theories of the Residential Energy User , 2010 .

[19]  Marta B. Lopes,et al.  FACILITATING ENERGY BEHAVIOURS TRANSITION TO MORE SUSTAINABLE PATTERNS: FINDINGS FROM A CASE STUDY , 2014 .

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

[21]  John Thøgersen,et al.  Human values and the emergence of a sustainable consumption pattern: A panel study , 2002 .

[22]  I. Ajzen The theory of planned behavior , 1991 .

[23]  A. Bandura Social cognitive theory of self-regulation☆ , 1991 .

[24]  Nadia Maïzi,et al.  The role of income in energy consumption behaviour: Evidence from French households data , 2011 .

[25]  Benjamin K. Sovacool,et al.  Diversity: Energy studies need social science , 2014, Nature.

[26]  Angelina H.M.E. Reinders,et al.  Empowering the end-user in smart grids: Recommendations for the design of products and services , 2013 .

[27]  Hisham Zerriffi,et al.  Three dimensional energy profile , 2011 .

[28]  Arun Abraham Elias,et al.  Energy efficiency in New Zealand's residential sector: A systemic analysis , 2008 .

[29]  B. Sovacool What Are We Doing Here? Analyzing Fifteen Years of Energy Scholarship and Proposing a Social Science Research Agenda , 2014 .

[30]  S. Schwartz Are There Universal Aspects in the Structure and Contents of Human Values , 1994 .

[31]  Soung Hie Kim,et al.  Fuzzy cognitive maps considering time relationships , 1995, Int. J. Hum. Comput. Stud..

[32]  Merve Bedir,et al.  Determinants of electricity consumption in Dutch dwellings , 2013 .

[33]  Colin Eden,et al.  SODA - The principles , 2001 .

[34]  R. Bagozzi,et al.  The social psychology of consumer behaviour , 2002 .

[35]  M. Jefferson Closing the gap between energy research and modelling, the social sciences, and modern realities , 2014 .

[36]  R. Madlener,et al.  ENERGY REBOUND AND ECONOMIC GROWTH: A REVIEW OF THE MAIN ISSUES AND RESEARCH NEEDS , 2009 .

[37]  L. Alberto Franco,et al.  Assessing the impact of problem structuring methods in multi-organizational settings: an empirical investigation , 2007, J. Oper. Res. Soc..

[38]  Nikhilesh Dholakia,et al.  From social psychology to political economy: A model of energy use behavior☆ , 1983 .

[39]  Leif Gustavsson,et al.  Factors influencing energy efficiency investments in existing Swedish residential buildings , 2010 .

[40]  Antonie J. Jetter,et al.  Building scenarios with Fuzzy Cognitive Maps: An exploratory study of solar energy , 2011 .

[41]  John Holmberg,et al.  Quantifying the rebound effects of energy efficiency improvements and energy conserving behaviour in Sweden , 2009 .

[42]  W. F. V. Raaij,et al.  A behavioral model of residential energy use , 1983 .

[43]  de B Bauke Vries,et al.  Intervention strategy to stimulate energy-saving behavior of local residents , 2013 .

[44]  G. Hitchcock,et al.  An integrated framework for energy use and behaviour in the domestic sector , 1993 .

[45]  Carlos Henggeler Antunes,et al.  Energy behaviours as promoters of energy efficiency: A 21st century review , 2012 .

[46]  Erik Pruyt,et al.  Energy Transition in The Dutch Dwelling Stock : Exploring the Extent of Inertia Against Change , 2011 .

[47]  B. Brohmann,et al.  Connecting research to practice to improve energy demand-side management (DSM) , 2011 .

[48]  Tracey Crosbie,et al.  Household Energy Studies: The Gap between Theory and Method , 2006 .

[49]  Richard Wilk,et al.  Consumption, human needs, and global environmental change , 2002 .

[50]  James Keirstead,et al.  Evaluating the applicability of integrated domestic energy consumption frameworks in the UK , 2006 .

[51]  Kevin Maréchal Not irrational but habitual: The importance of "behavioural lock-in" in energy consumption , 2010 .

[52]  Dejan Mumovic,et al.  A review of bottom-up building stock models for energy consumption in the residential sector , 2010 .

[53]  Angela Sanguinetti,et al.  Dimensions of Conservation , 2014 .

[54]  P. Stern,et al.  Personal and contextual influences on househould energy adaptations. , 1985 .

[55]  Linda Steg,et al.  One model to predict them all: Predicting energy behaviours with the norm activation model , 2015 .

[56]  Kayoko Kondo,et al.  The determinants of household energy-saving behavior: Survey and comparison in five major Asian cities , 2013 .

[57]  Karen Ehrhardt-Martinez,et al.  Beyond the Meter: Enabling Better Home Energy Management , 2011 .

[58]  Gregor Dürrenberger,et al.  Combining interviewing and modeling for end-user energy conservation , 2005 .

[59]  M. Hatch,et al.  Living With Multiple Paradigms the Case of Paradigm Interplay in Organizational Culture Studies , 1996 .

[60]  Irmeli Mikkonen,et al.  Evaluation of European energy behavioural change programmes , 2012 .

[61]  Janet Stephenson,et al.  Energy cultures: A framework for understanding energy behaviours , 2010 .

[62]  Luis C. Dias,et al.  Using SSM to rethink the analysis of energy efficiency initiatives , 2004, J. Oper. Res. Soc..

[63]  R. Rajagopal,et al.  Determinants of residential electricity consumption: Using smart meter data to examine the effect of climate, building characteristics, appliance stock, and occupants' behavior , 2013 .

[64]  Johan Martinsson,et al.  Energy saving in Swedish households. The (relative) importance of environmental attitudes , 2011 .

[65]  Paul Upham,et al.  Original research articleEnergy model, boundary object and societal lens: 35 years of the MARKAL model in the UK , 2014 .

[66]  J. Mingers,et al.  Rational analysis for a problematic world revisited : problem structuring methods for complexity, uncertainty and conflict , 1989 .

[67]  S. Barr,et al.  The household energy gap: examining the divide between habitual- and purchase-related conservation behaviours , 2005 .

[68]  Kathryn B. Janda,et al.  From “if only” to “social potential” in schemes to reduce building energy use , 2014 .

[69]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[70]  Reinhard Haas,et al.  Energy efficiency indicators in the residential sector: What do we know and what has to be ensured? , 1997 .

[71]  Fran Ackermann,et al.  Problem structuring methods 'in the Dock': Arguing the case for Soft OR , 2012, Eur. J. Oper. Res..

[72]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[73]  Leroy White,et al.  The Non-Codified Use of Problem Structuring Methods and the Need for a Generic Constitutive Definition , 2014, Eur. J. Oper. Res..

[74]  Linda Steg,et al.  Energy saving and energy efficiency concepts for policy making , 2009 .