What the outside research adds

Learners can want similar information for different reasons. These findings help us form review scenarios; they do not establish the size or priority of SUNY's user groups.

F-013: An appealing course also has to be possible to attend

Learning: Cost, timing, location and commitments can shape whether someone proceeds. R01, E-019, printed pp. 22–24; R04, E-022, Figure 3.7.

Meaning: The later review should check whether a person can judge practical fit before committing. A website can clarify the conditions; changing course supply or affordability requires service decisions.

Confidence: Moderate for a SUNY review question. These studies do not identify the cause of abandonment on this prototype.

F-014: Further study is one possible goal

Learning: Immediate work and longer education plans both appear in the research. R01. The adjacent SUNY DSP program combines professional development with degree credit. R03, E-021.

Meaning: Explain an offering's direct outcome and any documented next pathway separately. A learner's decision to stop after a useful short course can be a successful outcome.

Confidence: Moderate for supporting different goals. These populations and program models differ, so their results do not set a universal order of priorities.

F-015: A learner may arrive after someone else helped choose

Learning: Employers, agencies and personal contacts can influence entry. R01; R03, Tables 17–18.

Meaning: Include a known-offering or referred visitor in the review. Check whether they can confirm details and act without repeating an exploratory search.

Confidence: Moderate as a scenario. We have not measured SUNY entry routes, invitation behavior or the division of payment responsibilities.

F-016: Learning can matter beyond employment

Learning: Foundational learners report personal, family and community goals. R06, E-024. OLLI members report broad subject interests. R05, E-023.

Meaning: Retain a personal-interest scenario. A useful learning outcome need not include an employer, salary or credential. Foundational-learning goals also deserve consideration if the product's approved scope includes them.

Confidence: Moderate for broadening questions; tentative for their reach within NCSIM. Neither study defines this platform's audience.

F-017: “Online” does not settle whether learning fits

Learning: Format preferences vary. R01; R05. The DSP evaluation also records both benefits and difficulties with online study. R03.

Meaning: Check actual attendance times, pace, travel and any practical sessions where the data supports them. Do not infer that an online course is self-paced or easier to complete.

Confidence: Moderate for this content check. No study here tests a specific filter or layout.

F-018: The credential's meaning needs a check

Learning: Some survey respondents were unsure which credential their program led to. R02, E-020, Table 3.

Meaning: Test whether an unfamiliar visitor can explain what completion provides, who issues it and what further steps apply. “No credential” may be a valid course outcome.

Confidence: Tentative for SUNY. The survey has low response rates and does not demonstrate that specific terminology or an interface caused uncertainty.

F-019: A child's participation involves another decision-maker

Learning: Parents report considering cost, practical arrangements and their child's interests. R08, E-026.

Meaning: Keep youth/guardian questions visible. Child, chooser and payer may be different people. Their exact enrollment and consent steps require SUNY policy.

Confidence: Indirect. This national summer-program study does not validate a SUNY guardian workflow or give young people's own accounts.

F-020: Profiles should remain open to change

Learning: OECD's profile research warns against rigid labels and outdated assumptions. R07, E-025, sections 3.2–3.3.

Meaning: Describe the decision, knowledge, responsibilities and constraints in each scenario. Keep access needs across scenarios. Revisit groups when evidence changes.

Confidence: Useful method guidance. Its European population groups are not SUNY personas, and their names or proportions should not be imported.

What remains unknown

The studies cannot tell us which SUNY visitors are most common, how they use this prototype, which content they misunderstand, or which proposed design will work. People who never enroll, language and access needs, and employer-controlled decisions remain unevenly covered. The source notes preserve each sample and reading limit.