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Influencing shower behaviour using real-time feedback and goal-based messaging

dc.contributor.authorNicklin, Harry
dc.contributor.authorJeffrey, Paul
dc.contributor.authorSmith, Heather M.
dc.date.accessioned2026-07-22T09:19:23Z
dc.date.available2026-07-22T09:19:23Z
dc.date.freetoread2026-07-22
dc.date.issued2026-08
dc.date.pubOnline2026-07-15
dc.description.abstractShowering is among the most resource intensive activities in terms of household water and energy consumption. Reducing both water and associated energy consumption, which continues to be stubbornly high in many jurisdictions, calls for changes in behaviour. Using real-time data feeds via automatic shower timers (n=336) installed in individual showers on a university campus and providing five forms of messaging inspired by the Capability - Opportunity – Motivation – Behaviour (COM-B) behaviour change framework, we analysed the impacts of selected interventions on shower durations over a four-month experimental period. Results of ANOVA and mixed effect regression models comparing treatment groups to a control demonstrate that the group with just an automatic shower timer took shorter showers. Goal-based messaging did not strengthen the impact of the shower timer, except in the case of a message regarding the energy footprint of each minute in the shower which was associated with shower durations 30% shorter than the control at the beginning of the experiment, and 15% when averaged throughout the period of the experiment. Findings challenge assumptions about the effectiveness of new water saving technologies and enrich our understanding of the limits of using smart sensors. We are also able to comment on the relative contributions of the COM-B model elements and augment elements of habit discontinuity theory.
dc.description.journalNameH2Open Journal
dc.description.sponsorshipThe research reported in this paper was funded by the UKRI Engineering and Physical Sciences Research Council (EPSRC grant number EP/S023666/1) through the Centre for Doctoral Training in Water Infrastructure and Resilience.
dc.identifier.citationNicklin H, Jeffrey P, Smith HM. (2026) Influencing shower behaviour using real-time feedback and goal-based messaging. H2Open Journal, Volume 9, Issue 4, August 2026, Article number 100056en_UK
dc.identifier.elementsID871540
dc.identifier.issn2616-6518
dc.identifier.issueNo4
dc.identifier.paperNo100056
dc.identifier.urihttps://doi.org/10.1016/j.htopen.2026.100056
dc.identifier.urihttps://dspace.lib.cranfield.ac.uk/handle/1826/25452
dc.identifier.volumeNo9
dc.languageEnglish
dc.language.isoen
dc.publisherElsevieren_UK
dc.publisher.urihttps://www.sciencedirect.com/science/article/pii/S2616651826002071?via%3Dihub
dc.relation.isreferencedbyhttps://doi.org/10.57996/cran.ceres-2781
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subject41 Environmental Sciencesen_UK
dc.subject4104 Environmental managementen_UK
dc.subjectBehaviour changeen_UK
dc.subjectData feedbacken_UK
dc.subjectGoal-settingen_UK
dc.subjectHousehold water useen_UK
dc.subjectSmart sensorsen_UK
dc.titleInfluencing shower behaviour using real-time feedback and goal-based messagingen_UK
dc.typeArticle
dcterms.dateAccepted2026-06-30

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