Healing Bot + Diary + Group Chat
To build a prototype, our backend engineer developed a custom API on top of Telegram. We created a Healing Bot to deliver prompts to participants at key times, store their audio files, generate transcripts, and nudge them when they had a reply from a partner.
To keep everything friendly, invitational, and audio-based, our operations lead personally recorded each voice prompt used by the Healing Bot.
In Diary mode, participants receive daily prompts for private reflection, inviting them to record a series of voice notes exploring their relationship to a major loss in their life. (In future iterations, each voice note will automatically generate a transcript, and both voice and text files will be searchable & categorizable.)
In Conversation mode, participants opt in to share their story of loss with a partner (another Social Audio Journal user, whom the participant doesn’t previously know). Pairs can be located anywhere in the world, and be exploring any form of loss and healing. Each participant in the pair is given 4 instructions: To tell a personal story of loss and healing, and to listen deeply to their partner’s story; to ask at least 3 reflective questions, and to answer the questions their partner asks them.
This conversational give-and-take repeats over several days (all via asynchronous voice notes), while pairs explore questions, challenges, breakthroughs, and reflections, together!
Healing Bot + Diary + Group Chat
To build a prototype, our backend engineer developed a custom API on top of Telegram. We created a Healing Bot to deliver prompts to participants at key times, store their audio files, generate transcripts, and nudge them when they had a reply from a partner.
To keep everything friendly, invitational, and audio-based, our operations lead personally recorded each voice prompt used by the Healing Bot.
In Diary mode, participants receive daily prompts for private reflection, inviting them to record a series of voice notes exploring their relationship to a major loss in their life. (In future iterations, each voice note will automatically generate a transcript, and both voice and text files will be searchable & categorizable.)
In Conversation mode, participants opt in to share their story of loss with a partner (another Social Audio Journal user, whom the participant doesn’t previously know). Pairs can be located anywhere in the world, and be exploring any form of loss and healing. Each participant in the pair is given 4 instructions: To tell a personal story of loss and healing, and to listen deeply to their partner’s story; to ask at least 3 reflective questions, and to answer the questions their partner asks them.
This conversational give-and-take repeats over several days (all via asynchronous voice notes), while pairs explore questions, challenges, breakthroughs, and reflections, together!
Efficacy
Did it work? And how do we know?
Did this prototype improve well-being for people using it?
When evaluating the success of a therapeutic intervention, efficacy considerations include things like: changes in a person’s sense of belonging, self-confidence, and agency; correlations between positive changes; and correlations between individual and paired senses of well-being.
To measure the efficacy of our prototype, our scientists created pre-/mid-/post-surveys, established a LIWC framework, and developed a codebook to track changes in participant baselines over time while using our prototype. Our data analysts reviewed changes in participants’ sense of agency, emotional valence, sense of belonging, coherence, and more. What we saw has clues for how we might identify the evidence-based benefits of social healing!
Learnings:
Over the course of using our Social Audio Journal, people demonstrated…
1. Increased reflection, orientation, and narrative coherence
2. Increased ability to reframe and reconsider loss/healing events
3. A mediation effect around communion; with a higher sense of “having people around” in one’s life and story, people demonstrated a higher sense of general meaning.
This adds early but exciting data to support our hypothesis: The presence of others is a key lever for well-being and meaning-making.