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OPS 401 · Unit 1 of 6

Process Data and Performance Measurement

Advanced Operations Analytics

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Learning objectives

After completing this unit, you will be able to:

  • Frame operations decisions with owners, dates, and guardrails
  • Apply the frameworks in "Process Data and Performance Measurement" to a real management decision
  • Make progress on your One-page Atlas decision memo per unit applied project

Why this matters

Process Data and Performance Measurement connects analytics, network, service, program, quality, and procurement decisions at Atlas Outdoor Gear.

Lesson

Unit overview

Complete all 4 lessons in order. Each lesson uses Atlas Outdoor Gear worked examples, practice problems, and managerial judgment prompts consistent with the program gold standard.

Connection to applied work

This unit feeds directly into One-page Atlas decision memo per unit. As you read, capture notes, examples, and data you can reuse in that deliverable. Strong students finish each unit with a draft section of their project, not just highlights.

Practice

  1. Write a one-page summary of this unit in your own words without looking at the lesson.
  2. Find a real company example (public filing, news article, or personal experience) that illustrates the main concept.
  3. Draft one paragraph recommending an action a manager should take based on this unit.
  4. Add at least three terms from this unit to your course glossary.

Knowledge check

Answer these without notes before marking the unit complete:

  1. What is the central idea of "Process Data and Performance Measurement"?
  2. What mistake do beginners most often make when applying this material?
  3. How does this unit help you complete One-page Atlas decision memo per unit?
  4. What is one decision you face this month where this unit applies?

Key takeaways

  • Frame operations decisions with owners, dates, and guardrails
  • Business concepts only matter when they change a decision.
  • Your OPS 401 assessment (Process Data and Performance Measurement applied at Atlas Outdoor Gear with reconciled metrics and decision frames.) rewards applied understanding, not memorization.

Unit assessment

Complete each section below. Score 80%+ on the quiz to finish this unit's assessment.

50% applied project30% case work20% knowledge checks

Exercises

Apply what you learned in this unit with structured practice.

ExerciseApplied practice: Process Data and Performance Measurement45 min
Complete a focused practice exercise on **Process Data and Performance Measurement**. 1. Choose a real company, product, or situation you know. 2. Apply one core framework from this unit to analyze it. 3. Write your analysis in 300–500 words with a clear recommendation. 4. Cite at least one credible source.

Deliverable

300–500 word analysis document saved to your portfolio under OPS 401.

Rubric

  • • Framework applied correctly (not just named)
  • • Specific evidence from a real example
  • • Clear recommendation with tradeoffs acknowledged
  • • Professional writing with source citation
ExerciseDrill: Process Data and Performance Measurement30 min
Work through the practice problems in the unit lesson without looking at notes. Then check your work against the lesson and write a short reflection: - What you got right - One mistake you caught - One concept to review before the next unit

Deliverable

Problem solutions + 150-word reflection in your OPS 401 workbook.

Rubric

  • • Attempted all practice items before checking answers
  • • Honest reflection on errors
  • • Identifies a specific review action

Reflection

Reflect on how the unit concepts apply to your work.

ReflectionReflection: Process Data and Performance Measurement40 min
Write a structured reflection (400–600 words) on **Process Data and Performance Measurement**. Address: 1. What surprised you in this unit? 2. Where have you seen this dynamic in a team or organization? 3. What will you do differently in the next 30 days? Use specific examples. Avoid generic statements.

Deliverable

Reflection document in your portfolio.

Rubric

  • • Specific personal or observed example
  • • Connects unit concepts to behavior
  • • Identifies a concrete behavior change
  • • Honest and analytical tone

Knowledge quiz

Check your understanding before marking the unit complete.

1. Atlas OTIF is 89% while DC pick rate improved 8%. For Process Data and Performance Measurement, what should Mei Lin prioritize first?

2. Which evidence label fits a before/after OTIF chart with no control group for key concepts and vocabulary in process data and performance measurement?

3. Carlos proposes a change in Process Data and Performance Measurement that helps landed cost but risks two-point OTIF drop. Best next step?

4. A common failure mode when applying process data and performance measurement: applied business decisions at Atlas is:

5. Which workbook element is mandatory for OPS 401 applied work on Process Data and Performance Measurement?

6. Greg Santos sees a sewing defect drop from 2.1% to 1.4% after a crackdown. What statistical question comes first?

7. Atlas has four dashboards showing different fill rates. Root issue?

8. Best pairing for process data and performance measurement: applied business decisions recommendation quality?

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