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. 2022 Mar 7;12:3639. doi: 10.1038/s41598-022-07544-2

Table 3.

Number of apps incorporating a particular PSD principle.

Implemented principles (%) Example
System credibility
Real-world feel 98.3 Providing contact data of developers
Authority 14.2 Citations of clinicians
Third-party endorsements 28.3 Recommendations of diabetes institutions
Verifiability 22.5 Providing source of information and links to it
Dialogue support
Praise 23.3 Feedback/compliments on tracked data
Rewards 2.5 Collecting stars for engaging in lessons
Reminders 16.7 System based daily pop-up messages
Suggestion 85.8 Recipes for healthy nutrition
Similarity 4.2 Stories of other diabetes patients
Social role 7.5 Guidance by an avatar
Primary task support
Reduction 16.7 Dividing tracking in small simple steps
Tunneling 6.7 Implementing sequential lessons
Tailoring 25.0 Adapting information according to type of diabetes
Personalization 10.0 Possibility to customize interface
Self-monitoring 28.3 Feature for glucose tracking
Simulation 0.8 Calculator how glucose level changes during the day
Rehearsal 5.0 Knowledge quiz
Social support
Social learning 2.5 Board showing activity of other app users
Social comparison 0 Comparison of user’s response to others’ responses
Normative influence 13.3 Comparing glucose values to healthy peers
Social facilitation 7.5 Online discussion forum
Cooperation 1.7 Giving advice in small peer groups
Competition 0 Leader boards on daily activity level
Recognition 7.5 Liking and posting achievements

System credibility, dialogue support, primary task support and social support are the four categories of persuasive system design. Each category consists of seven principles.