Energy behaviour change model validation
This dataset includes psychological data (environmental values, success expectancy, perceived barriers for pro-environmental behaviour, general energy literacy) and electricity consumption data for 20 households in Exeter, UK. This dataset was created within the ENLITEN project funded by EPSRC (grant number EP/K002724/1)
Cite this dataset as:
Mogles, N.,
Gabe-Thomas, E.,
2017.
Energy behaviour change model validation.
Bath: University of Bath Research Data Archive.
Available from: https://doi.org/10.15125/BATH-00193.
Export
Data
energy_model_validation.xlsx
application/vnd.openxmlformats-officedocument.spreadsheetml.sheet (59kB)
Creative Commons: Attribution 4.0
Survey results data
Code
energy_beh_change_model.m
text/plain (7kB)
Creative Commons: Attribution 4.0
Code of the model developed in MATLAB
Coverage
Collection date(s):
From 1 February 2014 to 20 December 2015
Geographical coverage:
Exeter, UK
Documentation
Technical details and requirements:
The conceptual model described in the paper, “A Cognitive Agent-Based Model for Energy Behaviour Change Interventions” (Mogles, N., Padget, J., Gabe-Thomas, E., Walker, I., Lee, J.) was implemented in the MATLAB environment. The file containing the code for running model simulations is called energy_beh_change_model.m and it was run using MATLAB version MATLAB_R2014b.
Documentation Files
Values_survey_description.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (27kB)
Creative Commons: Attribution 4.0
Methodology behind the values measurements
README_files.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (25kB)
Creative Commons: Attribution 4.0
Documentation of survey data structure and other file contents
Templates
EnergyLiteracy_survey.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (79kB)
Creative Commons: Attribution 4.0
Energy literacy survey template
expectancy_barriers_survey.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (77kB)
Creative Commons: Attribution 4.0
Expectancy and barriers survey template
value_messagesv4a.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (22kB)
Creative Commons: Attribution 4.0
Value-framed messages survey template, version A
value_messagesv4b.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (22kB)
Creative Commons: Attribution 4.0
Value-framed messages survey template, version B
values_survey.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (33kB)
Creative Commons: Attribution 4.0
Internal values measurement survey template
Legal and Ethical Documents
Main_study_consent_form.pdf
application/pdf (229kB)
Creative Commons: Attribution 4.0
Consent form used for the participants of a field experiment in Exeter
ConsentForm_community.docx
application/vnd.openxmlformats-officedocument.wordprocessingml.document (26kB)
Creative Commons: Attribution 4.0
Consent form used for the participants in a community centre, university and a local café
Funders
Engineering and Physical Sciences Research Council (EPSRC)
http://dx.doi.org/10.13039/501100000266
Energy Literacy through an Intelligent Home Energy Advisor ENLITEN
EP/K002724/1
Publication details
Publication date: 18 December 2017
by: University of Bath
Version: 1
DOI: https://doi.org/10.15125/BATH-00193
URL for this record: https://researchdata.bath.ac.uk/id/eprint/193
Related papers and books
Mogles, N., Padget, J., Gabe-Thomas, E., Walker, I., and Lee, J., 2017. A computational model for designing energy behaviour change interventions. User Modeling and User-Adapted Interaction, 28(1), 1-34. Available from: https://doi.org/10.1007/s11257-017-9199-9.
Contact information
Please contact the Research Data Service in the first instance for all matters concerning this item.
Contact person: Nataliya Mogles
Faculty of Engineering & Design
Architecture & Civil Engineering
Faculty of Humanities & Social Sciences
Psychology
Faculty of Science
Computer Science
