Combine defect counts across unequal inspection batches Two inspection batches have different sample sizes. Produce the overall defect rate and identify which batches cross a stated internal review trigger. SOURCE DATA "batch","inspected_units","defective_units" "A","100","5" "B","900","9" RULES Each inspected unit is counted once, and defective_units counts units rather than the number of defects. Overall rate = total defective units ÷ total inspected units. Do not average batch percentages equally. Flag a batch only when its own defect rate is greater than 2%. This is a fictional review trigger, not an acceptance sampling standard. MY FIGURES Total inspected units: __________ Pooled defect rate (%): __________ Inspected units without a defect: __________ Batches above the review trigger: __________ MY REVIEW NOTE ________________________ METHOD A has a 5% defect rate and B has a 1% rate. Their sample sizes are 100 and 900 respectively. Pool counts: 14 defective units out of 1000 inspected gives 1.4%. The unweighted average of 5% and 1% would be 3%. Flag A for review. The overall rate is below 2%, but it does not erase the higher observed rate in that batch. REFERENCE ANSWERS — try first Total inspected units: 1000. 100 + 900 = 1000. Pooled defect rate (%): 1.4. 14 / 1000 × 100 = 1.4%. Inspected units without a defect: 986. 1000 − 14 = 986. Batches above the review trigger: 1. A is above 2%; B is below it. Counting defect occurrences instead of defective units can produce a rate above 100% and a different measure entirely. Keep the numerator definition explicit. A small observed sample is not a production guarantee. Keep inspection scope, batch sizes and the review rule attached to the report. Occupational context: O*NET 31.0 Database, USDOL/ETA, Task 39, occupation 11-3051.00. https://www.onetcenter.org/dl_files/database/db_31_0_csv/task_statements.csv CC BY 4.0: https://creativecommons.org/licenses/by/4.0/ Original practice material and adaptations by Skill Workbench. USDOL/ETA has not approved, endorsed or tested these additions. O*NET is a trademark of USDOL/ETA.