COURSE ETHICS · LEARNER RIGHTS
Learning without hidden stakes.
Workforce Wonkery courses are open educational resources. They are designed to improve understanding and judgment, not to judge the learner.
THE CORE COMMITMENT
Your learning record is yours. Workforce Wonkery does not require a course account and does not use course answers, scenario choices, or completion to make decisions about employment, professional qualification, job performance, eligibility for services, funding, discipline, promotion, licensing, or any other consequential outcome.
Learner rights
Open access
No account is required to read the course, work through scenarios, or use course resources.
No individual scoring record
Current knowledge checks and scenarios run as page interactions. Workforce Wonkery does not collect or store an individual learner’s answers or a personal quiz history.
No hidden evaluation
Course activity is not shared with employers, supervisors, agencies, boards, funders, or other third parties as a measure of the learner’s competence or performance.
No credential inflation
Any future completion acknowledgment must be described as a Certificate of Completion, not a professional certification, license, government credential, or proof of competence.
No timed pressure
Course activities are open-book and untimed. Learners may use official sources and other references while working through them.
Right to challenge the content
Learners may report a questionable answer, outdated source, accessibility barrier, unclear distinction between requirement and recommendation, or other material concern through the site’s correction process.
Right to know the source type
The course distinguishes Official Rule, Local Discretion, Operating Practice, and Wonkery Read so an editorial recommendation is not presented as a government requirement.
Right to uncertainty
When controlling sources are unclear, changing, or conflicting, the course should say so rather than manufacture a confident answer.
AI + HUMAN ACCOUNTABILITY
AI assistance is disclosed. Human review is not implied.
Course research, drafting, organization, scenarios, and source checking are AI-assisted. The courses do not receive routine human legal or compliance review. No page should imply agency approval, legal review, certification, or professional validation that did not occur.
For claims involving eligibility, fiscal controls, procurement, contracting, participant payments, monitoring, civil rights, governance authority, performance sanctions, deadlines, or similar consequences, the course standard is: identify the primary source, independently cross-check the interpretation, check for supersession, verify the assessment feedback, and either disclose unresolved uncertainty or keep the material out of the published course until the issue is resolved.
FAIRNESS + PERSPECTIVE
Scenarios should test judgment, not conformity.
A course can encode bias even when every factual statement is correct. Workforce in Practice therefore uses a structured perspective review before new modules or major assessment revisions are published.
Check whether scenarios assume one geography, organization size, delivery model, customer population, or institutional capacity is normal.
Check for stereotypes, deficit framing, or examples that unnecessarily associate risk, failure, or dependency with a demographic group.
Do not turn a preferred operating style into the only morally or professionally acceptable answer when multiple lawful approaches may exist.
Include participant, frontline staff, employer, provider, partner, and community perspectives where they materially change the decision.
A strong answer may identify the next evidence-gathering step rather than claim there is one universally correct final action.
Avoid assuming high literacy, English fluency, conventional office technology, or a single way of interacting with the course.
ACCESSIBILITY
Access is part of instructional quality.
The design target is WCAG 2.2 Level AA where practicable. Course activities use text-first instruction, meaningful headings, descriptive links, native disclosure controls, untimed activities, visible focus, responsive layouts, and alternatives to color-only meaning.
Important limitation: Workforce Wonkery does not claim full WCAG conformance without independent manual testing with assistive technology and users with disabilities. Known or reported barriers should be treated as product defects, not learner problems.
PRIVACY BY MINIMIZATION
Do not collect learning data that the course does not need.
The current course model does not require learner accounts, enrollment records, server-side individual progress tracking, quiz submissions, or certificates. The Core Course may use browser-local storage to remember completed lessons on that device; that progress is not submitted as a learner record to Workforce Wonkery. This reduces privacy risk and keeps the course useful as an open professional reference.
WordPress.com, Jetpack, and enabled site services may still process ordinary technical and aggregate usage information as described in the Privacy Policy. If personal course tracking is introduced later, this ethics standard and the Privacy Policy must be updated before that feature is offered publicly.
REVISION + ACCOUNTABILITY
A living course needs a visible correction culture.
Each operational module should show a source-check date and identify the authority families that govern consequential claims. Material source changes should trigger review of the lesson, related knowledge-check feedback, linked Quickstarts, and affected capstone rounds.
Material corrections should be reflected in the site’s revision record rather than silently erased. Learners can use the Report an Error process when available, or the site’s correction/contact process.
Last ethics review: September 18, 2026. See also the Trust Center, Editorial Standards & Disclaimer, Privacy Policy, and Accessibility.