Research purpose
A versioned, filterable curriculum dataset without a prestige score.
Questions
- What evidence is available for learning job and level?
- What evidence is available for curriculum depth and recency?
- What evidence is available for faculty and expert access?
- What evidence is available for format and time architecture?
- What evidence is available for applied work and feedback?
Maintained population
The current publication seed contains 12 market records, 8 role-specific decision records, 5 authority records, 10 source records, and 6 source-backed briefings. Counts describe the population, not market share, quality, adoption, or outcome.
Role-specific coding frame
Learning job and level
Does the learner need literacy, strategy, implementation, governance, function-specific practice, or technical depth? Required evidence: Published outcomes, prerequisites, modules, assessment, and intended seniority.
Evidence fields: Published outcomes, prerequisites, modules, assessment, and intended seniority..
Curriculum depth and recency
Which concepts, systems, limitations, risks, and operating choices are taught, and when was the material refreshed? Required evidence: Dated syllabus, module sequence, cases, tools, and refresh statement.
Evidence fields: Dated syllabus, module sequence, cases, tools, and refresh statement..
Faculty and expert access
Who created and teaches the work, and what interaction is actually included? Required evidence: Named roles, live versus recorded delivery, office hours, coaching, and guest-speaker boundaries.
Evidence fields: Named roles, live versus recorded delivery, office hours, coaching, and guest-speaker boundaries..
Format and time architecture
Can the learner complete the work with the available calendar and attention? Required evidence: Dates, synchronous requirements, weekly hours, location, time zone, access window, and attendance policy.
Evidence fields: Dates, synchronous requirements, weekly hours, location, time zone, access window, and attendance policy..
Applied work and feedback
What must the learner produce, practice, or defend? Required evidence: Assignments, simulation, capstone, feedback source, rubric, and confidentiality rules.
Evidence fields: Assignments, simulation, capstone, feedback source, rubric, and confidentiality rules..
Cohort and peer design
Who will learn alongside the participant and how does peer exchange influence the experience? Required evidence: Admissions criteria, cohort size, function mix, interaction design, and group-work expectations.
Evidence fields: Admissions criteria, cohort size, function mix, interaction design, and group-work expectations..
Credential and institutional status
What exactly is awarded, by whom, and what does it not represent? Required evidence: Award language, issuing entity, accreditation context, credit status, and completion requirements.
Evidence fields: Award language, issuing entity, accreditation context, credit status, and completion requirements..
Transfer to organizational work
What happens after completion so knowledge changes a real decision or workflow? Required evidence: Sponsor brief, implementation artifact, manager involvement, follow-up, alumni resources, and measurement plan.
Evidence fields: Sponsor brief, implementation artifact, manager involvement, follow-up, alumni resources, and measurement plan..
Method and unit of analysis
Record the exact offering, program, person, platform, authority, workflow, or executive decision described by a source. Preserve the publisher, date, scope, evidence class, relevant factual basis, interpretation, confidence, and explicit limits. Do not assign a parent-company statement to every product or infer an absent capability from silence.
Interpretation limits
Coverage shows where an official record maps to this publication's taxonomy. It does not measure depth, configured availability, implementation, data quality, adoption, control effectiveness, comparative performance, or value. Quantitative findings state the denominator, observation period, inclusion and exclusion criteria, and missing-data treatment.
Release gate
- The population and exclusions are explicit.
- Sources are current, attributable, and appropriately classified.
- Methods are reproducible from the published description.
- Unknowns and conflicts remain visible.
- Role-specific interpretation does not become professional advice.
The publication supports research and executive decision preparation. It does not provide legal, financial, accounting, employment, clinical, cybersecurity, investment, procurement, or implementation advice.