Table 1.
Type of health workers eligible.
Fig 1.
Study participant flow.
Fig 2.
2021 Study timeline.
Fig 3.
Viki, Vitalk’s virtual mental healthcare assistant.
Table 2.
Number and percent of participants completing any mental health and resilience assessment by study period.
Fig 4.
Study participant characteristics.
Only the most frequent categories are shown (n = 836 [481 control group, 355 treatment group] for all variables except Age with n = 828).
Table 3.
Effective sample size and missing data by type of mental health and resilience assessment with completed baseline and endline.
Fig 5.
Mean smartphone experience and COVID-19 impact scores (n = 836).
Table 4.
Participant adherence to treatment and control interventions.
Table 5.
Mental health and resilience scores from completed assessments by study period and group.
Table 6.
Study participants with moderate to high risk levels for mental health or low levels of resilience.
Fig 6.
Difference-in-differences estimators with 95% confidence intervals from mixed effects linear models.
Fig 7.
Effect size post-intervention by assessment type and study group.
Fig 8.
Reliable change in mental wellbeing and resilience outcomes.
[A] Reliable change index (RCI). [B] Reliable improvements or deterioration in outcomes between baseline and endline.
Fig 9.
Percent of participants with improved, worsened, or same mental wellbeing and resilience risk levels.
White color text percent: percent without risk level change or with one or more risk levels difference between baseline and endline. Black color text percent: percent of risk level change that is reliable based on the RCI.
Table 7.
Determinants of mental health and resilience outcomes for the control and treatment groups combined.
Table 8.
Additional determinants of mental health and resilience outcomes for the treatment group.