What are the most common reasons college students drop out and what retention programs do universities offer to prevent it?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common reasons college students drop out and what retention programs do universities offer to prevent it?
3 real searches · 1 real-search pass
why students leave college reasons financial academic mental health work family responsibilities survey 2024 2025Google ↗
OBSERVED
college student retention programs evidence advising emergency grants mentoring summer bridge tutoring first year experience official university examplesGoogle ↗
OBSERVED
National Student Clearinghouse college completion persistence stop out reasons financial 2024 reportGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
why students leave college reasons financial academic mental health work family responsibilities survey 2024 2025 Google ↗
college student retention programs evidence advising emergency grants mentoring summer bridge tutoring first year experience official university examples Google ↗
National Student Clearinghouse college completion persistence stop out reasons financial 2024 report Google ↗
- Evaluating Academic and Economic Effects of CUNY’s Accelerated Study in Associate Programs (ASAP) and Its Replications · mdrc.org
- Supporting Community College Students from Start to Degree Completion: Long-Term Evidence from a Randomized Trial of CUNY's ASAP · pubs.aeaweb.org
- ERIC - EJ1431612 - Academic Case Management and College Student Retention, NACADA Review: Academic Advising Praxis and Perspectives, 2024 · eric.ed.gov
- The State of Higher Education 2025 · gallup.com
- GALLUP A Third of U.S. Adults Who Stopped Out of · gallup.com
- Evaluation · cuny.edu
- Evaluating Academic and Economic Effects of CUNY’s Accelerated Study in Associate Programs (ASAP) and Its Replications · nocache.mdrc.org
- Why college students drop out of school and what can help · insidehighered.com
- How America Completes College 2024 · files.eric.ed.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
why students leave college reasons financial academic mental health work family responsibilities survey 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
college student retention programs evidence advising emergency grants mentoring summer bridge tutoring first year experience official university examples OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
National Student Clearinghouse college completion persistence stop out reasons financial 2024 report OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |