2025– · Lead researcher · Research
Embed, don't isolate → Bodhika Labs
How do you tell a parent their child may need help, without the report turning into a label? A dashboard study that became independent research with a partner school in Hyderabad.

Outcome
A published study (ACM Interactive Health 2026), a first partner school, and a live field site for the next studies.
Path
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2025 · Question
Wellbeing screening in Indian schools produces reports parents ignore or fear. What would a report look like that a parent could act on?
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2025 · Study
Design study of parent-facing dashboards with teachers and parents in Hyderabad; wellbeing shown embedded in the whole child rather than flagged.
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2026 · Paper
Embed, don't isolate: designing holistic dashboards for stigma-sensitive parent communication. ACM IH 2026.
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2026 · Lab
Bodhika Labs: independent research with a partner school in Hyderabad. IRT-calibrated assessment with Indian norms, with a psychometrician and a school-relations lead.
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Next · Field site
The partner school becomes the setting for the next studies on wellbeing communication and teacher decision-making.
Visit Embed, don't isolate → Bodhika Labs
- Indian schools assess constantly and measure very little. Wellbeing is what they measure worst, because a flag on a report card carries stigma in most families.
- The study asked a simple question: what would a parent-facing report look like if the wellbeing signal sat inside a whole picture of the child (strengths, interests, academics, and then wellbeing)?
- Bodhika Labs is what it took to keep asking that question. Independent research that calibrates items properly (IRT, Indian norms), with a partner school where the teachers and parents bring me the research questions.
Papers from this work
- Embed, don't isolate: designing holistic dashboards for stigma-sensitive parent communication. ACM Interactive Health 2026.