Designing for adult-workplace¶
Population · adults outside formal education · All situations
28 rows from 28 pages say what to change when the brief's population is adult-workplace; 11 of them cite a claim. Pages whose rows cite claims come first. Read the basis before relying on a row: many carry a claim to learners or settings it did not test, and say so.
Blended Learning¶
Pattern
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult working professionals (adult-workplace) |
Put content and repeated practice online where they can fit it around work; use in-person time for practice with equipment, cases or colleagues and for feedback on performance. | Blended learning improves outcomes [~M], pooled mostly across higher education and professional training, with extra time and resources confounded |
Cognitive Activation¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adults or professionals (adult, adult-workplace) |
Draw the two cases for comparison from the learners' own work, differing on the one feature that matters, and ask what they share before naming the principle. | Comparing contrasting cases improves learning [+M] (the transfer experiment was with undergraduates learning negotiation; untested in workplace training) |
Discussing Race¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
adult-workplace or professional training (teachers, social workers, counsellors, clinicians, managers) |
Use cases from the learners' own practice (a referral decision, a discipline record, an assessment); include practice at raising race with a client, student or patient through role-play with a debrief; build trust in the team before asking about the team's own data | Trust: Continuous improvement for equity requires trust and courageous conversations; without trusting relationships, the improvement process will not help [+W] (one qualitative report of education leaders). Case choice: carried from Some SSWs hold deficit-based racial attitudes, conflating structural constraints with immigrant cultural values and misreading trauma responses [~W] (school social workers' open responses; shows what practitioners' cases can surface, does not test a training) |
Elaborative Reasoning¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult-workplace |
Have them connect each statement to a case from their own work ("where have you seen this, and why did it happen?") rather than to textbook examples | Readers given a perspective or schema recall more text information than readers instructed to carefully read the story [+W] (one story-recall experiment reported second-hand in an essay; not tested with workplace learners); the work-case prompt is an untested proposal |
Epistemic Games¶
Pattern
| If the brief says… | Then change… | Basis |
|---|---|---|
adult-workplace learners in workplace-clinical training |
Use cases drawn from the learners' own workplace, a practitioner as mentor, and an outside-game task that matches a real work task; record transfer to work separately from in-game performance. | Simulation training in the health professions [+M] (against no training); practice-near content [+W] (nurses' perceptions) |
Experience with Languaging Activities (ELAs) guided by a sequence of experience-based questions¶
Pattern
| If the brief says… | Then change… | Basis |
|---|---|---|
Adults in work settings (adult-workplace, workplace-clinical) |
Use a recent work incident or case as the experience; make step 4 a statement of what they would do differently and why; make step 5 a question to take to a colleague or the next shift. | Specific reflection prompts [+S] and guided reflection [+M], carried from undergraduates and graduate students to workplace learners |
Goal Setting & Monitoring¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
adult or adult-workplace learners |
Elicit the learner's own goal first and tie the task goal to it; add an if-then plan for the named obstacle (work, family time) | Implementation intentions [+M]; mostly university students and online-course adults |
Guide change efforts with systemic understanding, focusing interventions on one framework component at a time as needed¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Adopters are adult professionals in adult-workplace settings (staff, clinicians, trainers) |
Map roles, workload, incentives and supervision as the subsystems. Use the adopters' own work tasks as the trial material. Put follow-up contact into the working week | Follow-up contact related most strongly to adoption success [+M] (school dissemination; carried to workplaces untested) |
Link program elements to workforce entry points and employer-recognized credentials so learners see an immediate economic payoff¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adults already in work (adult-workplace), seeking promotion |
Use tasks from their own job as the practice; choose credentials that count for promotion with their employer; schedule around shifts | Most rural learner participants reported micro-credentials yielded increased opportunity for skill development, job promotion, salary increase [+W] (learner self-reports, four rural initiatives); the design moves are untested |
Shared power: previously excluded students, families, and communities co-create and shape educational systems, policies, and practices¶
Pattern
| If the brief says… | Then change… | Basis |
|---|---|---|
The excluded group is staff or instructors (adult-workplace), e.g. in a technology or evaluation design |
Frame them as part of the solution: design so the tool or policy supports their judgment, and give them a co-design role from the first session. | Framing instructors as part of the solution shifted a design toward supporting instructor judgment [+W] (one project's dialogue) |
Social Interdependence¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult-workplace teams |
Build belonging and shared goals (harmony, a sense of one team) rather than formal role dependence alone; measure what each member can do | Social interdependence, not role interdependence, correlated with performance [~W] (40 brokerage offices, correlational; "social interdependence" there means team belonging, not goal structure) |
Cognitive Styles¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult in a work setting (adult-workplace) |
Ask how they already tackle this kind of task at work; build the structure or check into their own job aid or form rather than a classroom frame, and let them keep it | untested proposal |
Compensate for age-related sensory impairments by combining audio input with visual presentation¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
adult-workplace training in a noisy setting (a shop floor, a ward) |
Explain away from the noise, then demonstrate on the floor; give a laminated written job aid with the key steps in the learner's own terms; agree visual signals for the noisy part | untested proposal |
Culturally Responsive Classroom Norms¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult, in adult-workplace or professional training |
Ask directly about expectations of hierarchy, questioning a trainer, and group versus individual credit; never treat silence as lack of knowledge; give written or private ways to raise a question | untested proposal |
Design tools so productive usage is guaranteed by affordances and constraints rather than instructions¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult in a work setting (adult-workplace), using a tool on the job |
Bound the assistant to checking and hinting during training tasks, and judge readiness on an unaided task from their own work; tell them why the tool is bounded | untested proposal; the AI evidence is from students, not workers |
Employ flexible error treatment strategies matched to objectives, competence, affect, and correction effectiveness¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult professionals using the language at work (adult-workplace) |
Ask which errors matter in their work (a misunderstanding with a client, a written report); treat those first, privately or in writing; leave the rest unless asked | untested proposal; adults were the least represented group in the classroom meta-analysis (durable effect [~S]) |
Explicit Instruction: Math Strategies¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult in work settings (apprentices, trainees, adult-workplace), or in adult basic education |
Keep the brief's own sequence, setting and materials (the kitchen, the recipe card, the shift); teach the strategy on the work's own quantities at the point the work needs it; ask which methods they already use and compare one of theirs with the taught method; check with a work task (scale tomorrow's batch), never a classroom test | untested proposal; the earlier page's source is an adult-education practice guide, not a claim |
Feedback Loops¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Adults in work settings (adult-workplace, workplace-clinical) |
Loop on real work outputs (a case note, a call, a procedure); a supervisor or peer reads one output per cycle against a stated criterion, and the next output is the re-observation | untested; in one teacher-education case, probing feedback with required resubmission helped one candidate and not another (probing feedback [+W]) |
Holistic Learning¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adults in a work setting (adult-workplace) |
Take the whole from their own work: the complete workflow or a real case they handle; elicit what they already do and start at the part where their account breaks down | untested proposal; whole-task practice and transfer [+W] is an argument, not a study |
Learning-for-Use (LfU) Model¶
Pattern
| If the brief says… | Then change… | Basis |
|---|---|---|
adult-workplace learners, the task is their own work problem |
Use a real case from their work as the motivating task and a real decision as the refine task; run the construct phase as short guided analyses with a facilitator synthesis. | Untested in workplaces; problem-first effects rose with grade level [~M], g = 1.03 for postgraduates and professionals (education settings, not workplace training) |
Match the form and content of staff development interventions to clients' assessed Stages of Concern¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Adults in a non-school workplace adopting a new procedure or system (adult-workplace, e.g. clinical or office staff) |
Use the same diagnosis and stage-matched support, with the questions worded for their work; record whether the stages read the same way | untested; every claim here is from teachers, carried by analogy |
Mindfulness Activities¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Adults in a work setting (adult-workplace), or adult learners arriving tired or fragmented |
One minute, framed as a focus reset rather than wellness or meditation; no inward-feeling language; open with the agenda straight after | untested proposal; from the earlier page (adult learners balancing competing demands) |
Observation/Shadowing¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
adult learners in a work setting (workplace-clinical, adult-workplace): new staff shadowing a colleague |
Shadow on a real shift in blocks of 1–3 hours, with a pocket focus card of two to four items; a 5-minute check-in before and a 10–15-minute conversation after; follow within the week with the learner doing the same task under supervision | untested proposal; the debrief is carried from Contingent scaffolding improves learning more than fixed or absent support. [+M] (one-to-one tutoring of children) |
Professional development should guide teachers on integrating digital content and tools, not just offer technical know-how¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are faculty in postsecondary teaching or trainers in adult-workplace settings |
Keep the order (goal, one function, examples in their discipline, plan one class session); replace school release time with a scheduled course-design hour; use a colleague in the same discipline as the follow-up | untested proposal; the claims here are about school teachers |
Strengthen ties between teachers and parents rather than pressing for remote sanctions behind teaching¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Adult learners (adult, adult-workplace), with no parents in the picture |
Read "parents" as the community the learner answers to (an employer, a sponsoring agency, family who shape study time); the move is the same: explain the course to them before relying on attendance rules or sanctions | untested; carried by analogy from the school setting |
Summative Assessment¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult professionals, or in adult-workplace training |
Make the end-point a task from their work, observed or produced on the job, judged against a stated competency threshold; ask what they already do and test only what is new | untested proposal; threshold decisions are held by Competency-Based Assessment |
Understanding must be cultivated through exploration, not described or told¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult in a work setting (adult-workplace) |
Start from a case from their own work as the problem; use their experience as material the analysis is built on, not a warm-up; name the principle with their cases | Untested for adults at work; carried from a high-school English unit (Positioning personal experience as an epistemic resource supports expansion from inward to outward critical orientations [+W]) |
User-Centered Design for Learning¶
Principle
| If the brief says… | Then change… | Basis |
|---|---|---|
Learners are adult or adult-workplace users with little time |
Test in their workflow, on their work device, in 20–30 minute sessions; put the tasks they do most on the first screen | untested proposal |