How Phenotypical Characteristics of Woebot Users Are Related to Clinical Outcomes

An Open-label Pilot Study to Learn How the Phenotypical Characteristics of Woebot Users Are Related to Clinical Outcomes

The goal of this observational study is to understand the characteristics of Woebot users as they relate to clinical outcomes.

The objectives it aims to address are:

1. To assess Woebot usage patterns, satisfaction ratings, self-efficacy, stress, resilience, work productivity and activity impairment, alexthymia, and bond over time based on demographic, clinical baseline levels, and attitudinal characteristics
2. Among users who present with clinical levels of anxiety or depression, to assess the contribution of demographic characteristics, attitudinal characteristics, and patterns of engagement on clinical outcomes of interest over time
3. To collect and explore attitudinal characteristics of Woebot users regarding their experiences with mental health care and perceived value of digital tools for emotional support
4. Explore meaningful subgroups of Woebot users based on demographic and attitudinal characteristics, clinical outcomes, and patterns of engagement

Participants who meet study eligibility requirements will be:

• invited to engage with the Woebot Life program for 8 weeks
• complete survey assessments at day 3, week 4 (mid-intervention), and week 8 (end of intervention)

Inclusion Criteria:

• 18+ years old
• US resident
• English literacy
• Availability to complete survey assessments
• Ownership or regular access to a smartphone with WiFi and sufficient data access for the duration of the study.

Exclusion Criteria:

• Current suicidal ideation with a plan or intent or a suicide attempt within the past 12 months
• A reported lifetime diagnosis of a psychotic disorder (including schizophrenia or schizoaffective disorder) or bipolar disorder
• Previous use of the Woebot application