NIS2 and Industrial Time Tracking: Audit Logs
How time-record traceability may relate to cybersecurity and why it does not by itself establish NIS2 compliance.
WORKSAMP · LEARNING RESOURCES
Work Sampling guides
Practical guides to design observations, interpret results and apply work sampling with clear assumptions.
What do you need to work on?
Statistical foundations
Sample size, precision, confidence intervals and the limits of inference.
Explore guidesStudy design
Observation plans, categories, routes and reliable data capture.
Explore guidesResults and decisions
Proportions, time, capacity and improvement decisions grounded in data.
Explore guidesIndustry applications
Examples and limits in manufacturing, maintenance and services.
Explore guidesIndustrial management
Tools, organization and context for putting a study into practice.
Explore guidesArticles and practical examples
Showing 13–24 of 92
Railway Time Tracking: Driving, Shifts and Traceability
Considerations for railway records of working time, driving, breaks and handovers, distinguishing presence from actual work.
Six Sigma DMAIC and Work Sampling: When to Use Each
When to use DMAIC, work sampling or both, according to the improvement question and the data needed for analysis.
Work Sampling in Machinery Fleets and Quarries
Study construction machinery utilisation using clearly defined categories, production data and costs.
Work Sampling in Precast Concrete Plants
Design sampling in precast concrete production with attention to phases, batches, safety and process variability.
Work Sampling in Wind Turbine Maintenance
Design observations for wind maintenance with attention to access, safety, tasks and study coverage.
Work Sampling in Shipyards and the Naval Sector
Plan an activity study in shipyards with attention to phases, safety, coverage and limits of comparison.
Work Sampling KPIs for Industrial Dashboards
Present proportions, coverage and uncertainty in a dashboard without treating them as direct productivity measures.
Work Sampling and Continuous Improvement with PDCA
Integrate observations into PDCA and assess changes without confusing association with intervention effects.
Work Sampling ROI: Costs and Benefits
Calculate study costs, benefits and returns while separating released capacity, realised savings and financial assumptions.
Work Sampling for SMEs: A Practical Guide
Prepare a work sampling study in a small business: scope, categories, observations, interpretation and follow-up decisions.
Work Sampling and Six Sigma: DMAIC Integration
Integrate work sampling into DMAIC without confusing observed proportions with process capability or causality.
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