More program contexts
Five additional training contexts, 30 more questions
The workforce worked example above covers case-management certification. The same question architecture transfers to other training contexts with different scenarios and different operational metrics at Level 4. Below: six questions each for clinical training, pharma sales enablement, leadership and management development, compliance training, and technical or software training. Persistent participant identity, paired pre/post on Level 2, anchored Level 3 counts, and tied Level 4 metrics carry across every context.
CONTEXT 01 · 6 questions
Clinical & healthcare training
Hospital-based protocol training; nurses, residents, allied staff; 60-day cohort
C1·01
L1 REACTION
"On a 1 to 5 scale, how relevant was today's bedside-rounding protocol training to a case you saw this week?"Format: Likert · Decision: cohort-mid relevance review
C1·02
L1 OPEN
"What one moment from today's simulation lab on the SEPSIS protocol was clearest?"Format: Open-ended · Decision: facilitator content adjustment
C1·03
L2 LEARNING
"A patient on a busy ward shows early signs of sepsis. Walk through the first three actions in the SEPSIS protocol, in order."Format: Scenario, rubric-scored · Asked Pre and Post · Decision: protocol-fidelity reinforcement
C1·04
L3 BEHAVIOR
"In the past 60 days, how many times have you used the new sterile-technique protocol on procedures where it was indicated?"Format: Anchored count · 60-day post · Manager observation paired · Decision: skills-lab refresher scheduling
C1·05
L3 BARRIERS
"What barriers, if any, prevented you from applying the new bedside-rounding protocol during the past 30 days?"Format: Open-ended · 30-day post · Decision: workflow-barrier review
C1·06
L4 RESULTS
Hospital-acquired-infection rate by unit, quarterly, vs trailing 4-quarter average.Format: Tied operational metric · Quarterly · Decision: protocol continuation and unit-by-unit coverage
CONTEXT 02 · 6 questions
Pharma sales enablement
Product launch training; field medical reps; 4-week intensive plus 90-day follow-up
C2·01
L1 REACTION
"On a 1 to 5 scale, how relevant was today's launch-product training to a customer conversation you had this week?"Format: Likert · Decision: relevance-by-region adjustment
C2·02
L1 OPEN
"What one moment from today's role-play was clearest about the new compliance boundary?"Format: Open-ended · Decision: compliance-language coaching priorities
C2·03
L2 LEARNING
"A KOL raises a question about off-label use of [product]. Walk through your compliant response, step by step."Format: Scenario, rubric-scored against compliance criteria · Asked Pre and Post · Decision: compliance module depth
C2·04
L3 BEHAVIOR
"In the past 30 days, how many customer conversations included the launch product's mechanism-of-action discussion?"Format: Anchored count · 30-day post · Paired with CRM call notes · Decision: talking-point reinforcement
C2·05
L4 RESULTS
Prescription lift for [product] in trained-rep territories vs control territories, quarterly.Format: Tied operational metric · Quarterly · Decision: training continuation and rep coaching
C2·06
L4 COMPLIANCE
Compliance-review flags per 100 detail calls, monthly, post-training vs pre-training baseline.Format: Tied operational metric · Monthly · Decision: refresher cadence and compliance-coaching depth
CONTEXT 03 · 6 questions
Leadership & management development
New-manager cohort; 12-week program; 60 first-time managers with 3-7 direct reports each
C3·01
L1 REACTION
"On a 1 to 5 scale, how relevant was today's feedback-conversation framework to a recent management situation?"Format: Likert · Decision: framework reinforcement priority
C3·02
L2 LEARNING
"A direct report misses two consecutive 1-on-1s without notice. Describe how you would open the next conversation, step by step."Format: Scenario, rubric-scored · Asked Pre and Post · Decision: difficult-conversation module depth
C3·03
L3 BEHAVIOR
"In the past 60 days, how many 1-on-1s have you held with each direct report? List by report."Format: Anchored count · 60-day post · Decision: cadence coaching
C3·04
L3 APPLICATION
"Walk through a recent feedback conversation where you applied the SBI model. What worked, what surprised you?"Format: Open-ended · 60-day post · Decision: case-study material for next cohort
C3·05
L4 RESULTS
Engagement-survey eNPS score for direct reports of trained managers vs untrained managers, 6 months post.Format: Tied operational metric · 6 months · Decision: program continuation
C3·06
L4 RESULTS
Voluntary attrition rate within direct reports of trained managers vs untrained, 12 months post.Format: Tied operational metric · 12 months · Decision: program continuation and partner-team coverage
CONTEXT 04 · 6 questions
Compliance & regulatory training
GDPR data-handling refresher; 240 customer-service staff; 2-week cohort + 90-day follow-up
C4·01
L1 REACTION
"On a 1 to 5 scale, how relevant was today's training on the new GDPR data-handling protocol to your daily workflow?"Format: Likert · Decision: relevance-by-role adjustment
C4·02
L2 LEARNING
"A customer requests deletion of their personal data. Walk through the steps you would take, in order, including timeframes."Format: Scenario, rubric-scored against regulatory criteria · Asked Pre and Post · Decision: process-step reinforcement
C4·03
L3 BEHAVIOR
"In the past 90 days, how many data-deletion requests have you processed? On how many did you meet the 30-day timeline?"Format: Anchored count + count · 90-day post · Decision: process-bottleneck review
C4·04
L3 BARRIERS
"In the past 90 days, have you received any data-handling request you were unsure how to process? If yes, how many?"Format: Anchored count + open-ended · 90-day post · Decision: gap-coverage refresher
C4·05
L4 RESULTS
Compliance-audit findings per 100 transactions, quarterly.Format: Tied operational metric · Quarterly · Decision: refresher cadence
C4·06
L4 RESULTS
Time-to-acknowledge for data-subject requests, monthly, post-training vs baseline.Format: Tied operational metric · Monthly · Decision: process automation priorities
CONTEXT 05 · 6 questions
Technical & software training
Engineering org rolling out a new CI/CD pipeline; 120 engineers across 12 teams; 6-week training
C5·01
L1 REACTION
"On a 1 to 5 scale, how relevant was today's introduction to the new CI/CD pipeline to your current sprint?"Format: Likert · Decision: relevance-by-team adjustment
C5·02
L2 LEARNING
"A failing build blocks deployment 30 minutes before a release window. Walk through your diagnostic steps using the new pipeline tools."Format: Scenario, rubric-scored · Asked Pre and Post · Decision: troubleshooting-module depth
C5·03
L3 BEHAVIOR
"In the past 30 days, how many pull requests have you merged using the new branch-protection workflow?"Format: Anchored count · 30-day post · Paired with Git logs · Decision: adoption coaching
C5·04
L3 APPLICATION
"Describe a moment in the past 30 days where the new pipeline tooling saved you time. What did you try, what worked?"Format: Open-ended · 30-day post · Decision: case-study evidence for skeptical teams
C5·05
L4 RESULTS
Mean time to recovery (MTTR) by team, monthly, post-training vs pre-training baseline.Format: Tied operational metric · Monthly · Decision: training continuation and reinforcement priorities
C5·06
L4 RESULTS
Deployment frequency by trained team vs control team, weekly.Format: Tied operational metric · Weekly · Decision: rollout pace across remaining teams