What are the financial and mental health impacts on young adults who end up dropping out of university after their sophomore year?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the financial and mental health impacts on young adults who end up dropping out of university after their sophomore year?
6 real searches · 1 real-search pass
financial outcomes earnings debt college students who leave without degree some college no degree United States researchGoogle ↗
OBSERVED
mental health psychological effects college dropout students depression anxiety longitudinal study university attritionGoogle ↗
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National Student Clearinghouse some college no credential stop out re-enrollment outcomes 2024 reportGoogle ↗
OBSERVED
financial outcomes and earnings college students who leave university without degree some college no degree Federal Reserve researchGoogle ↗
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mental health psychological effects college dropout young adults depression anxiety shame identity research studyGoogle ↗
OBSERVED
NCES undergraduate persistence stopout student debt no degree financial outcomesGoogle ↗
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 6 queries…
Searches and sources
ChatGPT6 real searches · gpt-6
financial outcomes earnings debt college students who leave without degree some college no degree United States research Google ↗
mental health psychological effects college dropout students depression anxiety longitudinal study university attrition Google ↗
National Student Clearinghouse some college no credential stop out re-enrollment outcomes 2024 report Google ↗
financial outcomes and earnings college students who leave university without degree some college no degree Federal Reserve research Google ↗
mental health psychological effects college dropout young adults depression anxiety shame identity research study Google ↗
NCES undergraduate persistence stopout student debt no degree financial outcomes Google ↗
- The Fed - Non-Completion, Student Debt, and Financial Well-Being: Evidence from the Survey of Household Economics and Decisionmaking · federalreserve.gov
- The Fed - Non-Completion, Student Debt, and Financial Well-Being: Evidence from the Survey of Household Economics and Decisionmaking · federalreserve.gov
- The Value of an Incomplete Degree: Heterogeneity in the Labor Market Benefits of College Non-Completion · pubmed.ncbi.nlm.nih.gov
- The Value of an Incomplete Degree: Heterogeneity in the Labor Market Benefits of College Non-Completion · pmc.ncbi.nlm.nih.gov
- Prevalence of university non-continuation and mental health conditions, and effect of mental health conditions on non-continuation: a systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Full article: Prevalence of university non-continuation and mental health conditions, and effect of mental health conditions on non-continuation: a systematic review and meta-analysis · doi.org
- Well-being scarring effects of college non-completion · doi.org
- Vast Majority of U.S. States See More Students Who Had Stopped Out of College Now Re-Enrolling · studentclearinghouse.org
- Some College, No Credential · nscresearchcenter.org
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
financial outcomes earnings debt college students who leave without degree some college no degree United States research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
mental health psychological effects college dropout students depression anxiety longitudinal study university attrition OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
National Student Clearinghouse some college no credential stop out re-enrollment outcomes 2024 report OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
financial outcomes and earnings college students who leave university without degree some college no degree Federal Reserve research OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
mental health psychological effects college dropout young adults depression anxiety shame identity research study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NCES undergraduate persistence stopout student debt no degree financial outcomes OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |