Table 4.
Android apps subgroup analysis according to number of downloads (N=29).
| Feature | >10,000 downloads (n=14), n (%) |
1000-10,000 downloads (n=15), n (%) |
P valuea | ||||||||
| App store category | .75 | ||||||||||
|
|
Education | 1 (7) | 3 (20) |
|
|||||||
|
|
Health and fitness | 9 (64) | 8 (53) |
|
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|
|
Lifestyle | 0 (0) | 1 (7) |
|
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|
|
Medical | 4 (29) | 3 (20) |
|
|||||||
| App store rating (stars) | .09 | ||||||||||
|
|
3.6 to 5 | 13 (93) | 9 (60) |
|
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|
|
1 to 3.5 | 1 (7) | 2 (13) |
|
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|
|
No ratings | 0 (0) | 4 (27) |
|
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| App cost | .06 | ||||||||||
|
|
Free | 6 (43) | 12 (80) |
|
|||||||
|
|
Free + in-app purchase | 8 (57) | 3 (20) |
|
|||||||
|
|
Paid | 0 (0) | 0 (0) |
|
|||||||
| Type of app | .07 | ||||||||||
|
|
Information and education | 2 (14) | 8 (53) |
|
|||||||
|
|
Disease management with education section | 10 (71) | 6 (40) |
|
|||||||
|
|
Education disease management section | 1 (7) | 0 (0) |
|
|||||||
|
|
Multimedia education | 1 (7) | 1 (7) |
|
|||||||
| Number of education topics | .66 | ||||||||||
|
|
<10 | 3 (21) | 4 (27) |
|
|||||||
|
|
10-20 | 8 (57) | 10 (67) |
|
|||||||
|
|
>20 | 3 (21) | 1 (7) |
|
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| Peer-support communities | 2 (14) | 0 (0) | .22 | ||||||||
| Non–evidence-based information | 3 (21) | 7 (47) | .25 | ||||||||
| Depression education | |||||||||||
|
|
General information on depression | ||||||||||
|
|
|
Personal narratives of depression | 4 (29) | 2 (13) | .39 | ||||||
|
|
|
Depression is different from sadness | 11 (79) | 9 (60) | .43 | ||||||
|
|
|
Demographic and epidemiological facts | 9 (64) | 6 (40) | .35 | ||||||
|
|
|
Natural history of the disease | 6 (43) | 0 (0) | .006 | ||||||
|
|
|
Lists symptoms of depression | 14 (100) | 12 (80) | .22 | ||||||
|
|
|
Explains what recurrence and relapse are | 4 (29) | 5 (33) | .99 | ||||||
|
|
|
Addresses stigma linked to depression | 7 (50) | 4 (27) | .36 | ||||||
|
|
|
Mentions suicide risk linked to depression | 12 (86) | 11 (73) | .65 | ||||||
|
|
Screening of depression | ||||||||||
|
|
|
Describes diagnostic criteria of depression | 4 (29) | 3 (20) | .69 | ||||||
|
|
|
Administers a screening questionnaire | 7 (50) | 4 (27) | .36 | ||||||
|
|
|
Explains need for a confirmatory diagnosis after screening | 4 (29) | 3 (20) | .68 | ||||||
|
|
Treatment of depression | ||||||||||
|
|
|
Importance of seeking help | 12 (86) | 11 (73) | .65 | ||||||
|
|
|
Advises to seek specialist treatment | 9 (64) | 13 (87) | .21 | ||||||
|
|
|
Importance of involving support network | 9 (64) | 7 (47) | .56 | ||||||
|
|
|
Importance of complying with treatment | 4 (29) | 4 (27) | .99 | ||||||
|
|
|
Lists available treatments | 11 (79) | 12 (80) | .99 | ||||||
|
|
|
Importance of lifestyle changes | 10 (71) | 8 (53) | .53 | ||||||
|
|
|
Lists complementary medicine options | 0 (0) | 3 (20) | .22 | ||||||
|
|
|
Offers emergency helpline phone numbers | 10 (71) | 6 (40) | .18 | ||||||
|
|
|
Prognosis in patients receiving treatment | 5 (36) | 0 (0) | .02 | ||||||
|
|
|
Addresses recovery and provides a hopeful outlook | 2 (14) | 2 (13) | .99 | ||||||
| App credibility | |||||||||||
|
|
App content referenced or signed by author | 12 (86) | 5 (33) | .012 | |||||||
|
|
Include disclaimer: information does not replace health care provider’s advice | 7 (50) | 4 (27) | .36 | |||||||
|
|
App development team included the following | .11 | |||||||||
|
|
|
Government agency or academic institution or NGOb | 2 (14) | 2 (13) |
|
||||||
|
|
|
Health care professional | 8 (57) | 3 (20) |
|
||||||
|
|
|
Not declared | 4 (29) | 10 (67) |
|
||||||
| Data privacy | |||||||||||
|
|
Authentication required to access app | 9 (64) | 4 (27) | .10 | |||||||
|
|
App includes a privacy policy | 12 (86) | 11 (73) | .65 | |||||||
|
|
|
Presented before account creation | 9 (64) | 5 (33) | .20 | ||||||
|
|
|
Explains how data are collected | 12 (86) | 11 (73) | .65 | ||||||
|
|
|
Shares information with third party providers | 10 (71) | 10 (67) | .99 | ||||||
|
|
|
Contact details of data protection officer provided | 4 (29) | 0 (0) | .04 | ||||||
| In-app advertisements | 2 (14) | 6 (40) | .21 | ||||||||
aStatistically significant values in italics.
bNGO: nongovernmental organization.