The PBC model: promoting positive behaviours through change-based interventions

被引:0
作者
Adewoyin, Oluwande [1 ]
Wesson, Janet [1 ]
Vogts, Dieter [1 ]
机构
[1] Nelson Mandela Univ, Dept Comp Sci, ZA-6001 Gqeberha, South Africa
关键词
Smart environment; User modelling; Behaviour modelling; Behaviour change classification; Machine learning; Intervention systems; DESIGN SCIENCE RESEARCH; PHYSICAL-ACTIVITY; FRAMEWORK; KNOWLEDGE; TAXONOMY; TIME;
D O I
10.1007/s10111-024-00776-4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Any behaviour that deviates from the social norms of a wider society and is viewed negatively by society as a whole is considered to be a behavioural problem. In office environments, there is a significant prevalence of behaviour problems, and they have a long-lasting impact on work productivity. Intervention provision is a current component of behavioural problem-solving strategies from which people may benefit through smart environments. While many interventions are presently employed in both smart and non-smart environments, it is unknown how well they work in relation to user preferences. Additionally, change levels are not the foundation of the present intervention methods. The study looked into how providing interventions can help smart environment users to promote good behaviour. The study used the Design Science Research (DSR) Methodology's rigour cycle to deploy the Generic User Model and the Positive Behaviour Change (PBC) model. The PBC Model was examined through an artificial-summative evaluation. The results of the artificial-summative evaluation showed that change-based interventions can be effective for reducing inappropriate behaviour and increasing positive behaviour, and that input from user models can give intervention users personalised effects. The implication of the results from this study is that intervention providers do not only need to focus on modifying negative behaviours, but also strengthening and sustaining good behaviours to motivate continuous future occurrence.
引用
收藏
页码:673 / 708
页数:36
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