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. 2024 Aug 27;8:e51690. doi: 10.2196/51690

Table 4.

Perceived importance of technical features and functionality according to persuasive system design dimensions.

Domains and items Level of importance and number of participants (n=100), n

1a 2a 3a 4a 5a
Primary task supportb

Information is tailored to specific mental health conditionc 71 (71) 20 (20) 7 (7) 2 (2) 0 (0)

Options to explore more about the topic by clicking on links 63 (63) 24 (24) 10 (10) 3 (3) 0 (0)

Personalized texts that reference you by name 63 (63) 15 (15) 13 (13) 1 (1) 8 (8)

Information is tailored to the age of the end user 63 (63) 16 (16) 14 (14) 3 (3) 4 (4)

Quizzes and checklists you complete to see how you are doing 60 (60) 26 (26) 9 (9) 1 (1) 4 (4)

Receiving the texts at the same time of day each time 54 (54) 24 (24) 10 (10) 4 (4) 8 (8)

SMS text messages written at a basic level (eg, grade 8 reading level) 51 (51) 16 (16) 18 (18) 4 (4) 11 (11)

Receiving less than 10 texts in total 47 (47) 17 (17) 25 (25) 4 (4) 7 (7)

"Single messages no longer than 160 characters each" 45 (45) 21 (21) 23 (23) 5 (5) 6 (6)

Receiving SMS text messages between 3 and 6 months 34 (34) 27 (27) 27 (27) 2 (2) 10 (10)

Receiving SMS text messages for 3 months or less in total 22 (22) 20 (20) 35 (35) 12 (12) 11 (11)

Receiving more than 10 texts in total 13 (13) 16 (16) 46 (46) 9 (9) 16 (16)
Dialogue supportb

Reminders to complete specific transition plan activities 66 (66) 26 (26) 6 (6) 0 (0) 2 (2)

Hopeful or encouraging language in the texts (eg, “You are not alone”) 64 (64) 19 (19) 8 (8) 7 (7) 2 (2)

Embedded links to videos, websites, or documents 49 (49) 24 (24) 19 (19) 4 (4) 4 (4)

Automated bounce-back messages of encouragement (eg, “Great job!”) 49 (49) 26 (26) 12 (12) 4 (4) 9 (9)
System credibility supportb

Ability to stop or start texts at any pointc 81 (81) 16 (16) 2 (2) 0 (0) 1 (1)

Information sounding truthful, fair, and unbiasedc 78 (78) 18 (18) 2 (2) 2 (2) 0 (0)

Evidence that texts are coming from a trusted health care centerc 71 (71) 21 (21) 5 (5) 2 (2) 1 (1)
Social supportb

Ability to share a link to the program with others 46 (46) 30 (30) 12 (12) 4 (4) 8 (8)

"Seeing how many youths have signed up for the SMS text messages" 24 (24) 16 (16) 22 (22) 16 (16) 22 (22)

a1=extremely important or important; 2=slightly important; 3=neutral; 4=slightly not important; 5=not important at all or not important.

bItems are ordered from highest to lowest levels of agreement on importance with the first and last 2 categories of the Likert scale collapsed.

cMet the consensus threshold.