What is the public perception of edX verified certificates versus traditional college extension courses for older adults
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the public perception of edX verified certificates versus traditional college extension courses for older adults
3 real searches · 1 real-search pass
public perception edX verified certificates compared university extension courses credibility older adults lifelong learning employer recognitionGoogle ↗
OBSERVEDYes / no
older adults noncredit university extension courses perceptions prestige credibility online certificates MOOCs edX studyGoogle ↗
OBSERVEDOther / navigational
MOOC certificates employer recognition public perception value survey verified certificates university extension continuing educationGoogle ↗
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). 3 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
public perception edX verified certificates compared university extension courses credibility older adults lifelong learning employer recognition Google ↗
older adults noncredit university extension courses perceptions prestige credibility online certificates MOOCs edX study Google ↗
MOOC certificates employer recognition public perception value survey verified certificates university extension continuing education Google ↗
- Full article: Ambiguous Credentials: How Learners Use and Make Sense of Massively Open Online Courses · tandfonline.com
- ERIC - EJ1280170 - Do MOOCs Make You More Marketable? An Experimental Analysis of the Value of MOOCs Relative to Traditional Credentials and Experience, AERA Open, 2020 · eric.ed.gov
- Do MOOCs Make You More Marketable? An Experimental Analysis of the Value of MOOCs Relative to Traditional Credentials and Experience - Mariela J. Rivas, Rachel B. Baker, Brent J. Evans, 2020 · journals.sagepub.com
- Certified Value · strada.org
- The Impact of Short-term Credentials · insidetrack.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
public perception edX verified certificates compared university extension courses credibility older adults lifelong learning employer recognition OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
older adults noncredit university extension courses perceptions prestige credibility online certificates MOOCs edX study OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
MOOC certificates employer recognition public perception value survey verified certificates university extension continuing education OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |