Are district wide student attendance intervention tiers more successful when paired with automated robocalls or personalized social worker home visits?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are district wide student attendance intervention tiers more successful when paired with automated robocalls or personalized social worker home visits?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
evidence chronic absenteeism interventions automated attendance robocalls personalized home visits social workers randomized trial attendance Google ↗
district attendance intervention tiers robocalls home visits evidence chronic absenteeism systematic review Google ↗
- Full article: Can Personalized Attendance Information Mitigate Student Absenteeism? Evidence from Six Randomized Field Trials · doi.org
- Full article: Can Personalized Attendance Information Mitigate Student Absenteeism? Evidence from Six Randomized Field Trials · tandfonline.com
- Lifting Up Attendance in Rural Districts: A Multi-Site Trial of a Personalized Messaging Campaign - Elise Swanson, Sativa Thompson, Jennifer Ash, Hayley Didriksen, Thomas J. Kane, Douglas O. Staiger, Lisa Sanbonmatsu, 2026 · doi.org
- Lifting Up Attendance in Rural Districts: A Multi-Site Trial of a Personalized Messaging Campaign · doi.org
- CCERC Report: An Evaluation of the Effectiveness of Home Visits for Re-Engaging Students Who Were Chronically Absent in the Era of Covid-19 · attendanceworks.org
- Impact Evaluation of Parent Messaging Strategies on Student Attendance · ies.ed.gov
- Chronic Absenteeism in Washington’s K–12 Schools: School-Level Factors and What Works to Reduce Absenteeism · wsipp.wa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence chronic absenteeism interventions automated attendance robocalls personalized home visits social workers randomized trial attendance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
district attendance intervention tiers robocalls home visits evidence chronic absenteeism systematic review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |