how do free attendance recovery programs compare to paid software for reducing chronic absenteeism in cash-strapped districts
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do free attendance recovery programs compare to paid software for reducing chronic absenteeism in cash-strapped districts
3 real searches · 1 real-search pass
evidence chronic absenteeism attendance interventions text messaging randomized trial school districts software attendance platform evaluation free resources Attendance Works 2024 2025Google ↗
OBSERVEDReason
chronic absenteeism data software vendor evaluation impact study EveryDay Labs attendance intervention evidence randomizedGoogle ↗
OBSERVEDConsequence
Attendance Works free resources attendance recovery toolkit districts chronic absenteeism evidenceGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
evidence chronic absenteeism attendance interventions text messaging randomized trial school districts software attendance platform evaluation free resources Attendance Works 2024 2025 Google ↗
chronic absenteeism data software vendor evaluation impact study EveryDay Labs attendance intervention evidence randomized Google ↗
Attendance Works free resources attendance recovery toolkit districts chronic absenteeism evidence Google ↗
- Can Texting Parents Improve Attendance in Elementary School? A Test of an Adaptive Messaging Strategy Evaluation Report · ies.ed.gov
- | Evaluation Report · ies.ed.gov
- ERIC - ED673996 - Lifting up Attendance in Rural Districts: A Multi-Site Trial of a Personalized Messaging Campaign. EdWorkingPaper No. 25-1189, Annenberg Institute for School Reform at Brown University, 2025-May · eric.ed.gov
- 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 - Elise Swanson, Sativa Thompson, Jennifer Ash, Hayley Didriksen, Thomas J. Kane, Douglas O. Staiger, Lisa Sanbonmatsu, 2026 · journals.sagepub.com
- 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
- 3 Tiers of Intervention · attendanceworks.org
- Guide to Using the Attendance Playbook: Evidence-Based Strategies for Reducing Student Absenteeism · attendanceworks.org
- Teacher & School Teams AttendNC Guide · dpi.nc.gov
- District & State Leaders AttendNC Guide · dpi.nc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence chronic absenteeism attendance interventions text messaging randomized trial school districts software attendance platform evaluation free resources Attendance Works 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
chronic absenteeism data software vendor evaluation impact study EveryDay Labs attendance intervention evidence randomized OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Attendance Works free resources attendance recovery toolkit districts chronic absenteeism evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |