---
title: "Turning OEE Data into Action: How to Use Minitab to Drive Measurable Improvement"
description: Learn how to turn OEE data into real improvements by combining Scytec DataXchange with Minitab Statistical Software to uncover bottlenecks, root causes, and throughput gains.
image: https://blog.minitab.com/hubfs/OEEImage.jpeg
---
English
- [English](https://blog.minitab.com/en/?hsLang=en)
- [Français](https://blog.minitab.com/fr/?hsLang=en)
- [Deutsch](https://blog.minitab.com/de/?hsLang=en)
- [Português](https://blog.minitab.com/pt/?hsLang=en)
- [Español](https://blog.minitab.com/es/?hsLang=en)
- [日本語](https://blog.minitab.com/ja/?hsLang=en)
- [한국어](https://blog.minitab.com/ko/?hsLang=en)
- [中文（简体）](https://blog.minitab.com/zh/?hsLang=en)
- [English](https://blog.minitab.com/en/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [Chinese](https://blog.minitab.com/zh/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [Français](https://blog.minitab.com/fr/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [한국어](https://blog.minitab.com/ko/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [日本語](https://blog.minitab.com/ja/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [ Partners](https://www.minitab.com/en-us/company/partners/)
- [ Contact](https://www.minitab.com/en-us/company/contact-us/)
- [ Talk to Minitab](https://www.minitab.com/en-us/talk-to-minitab/)
- [ My Account](https://licensing.minitab.com/account/manage)
[](https://www.minitab.com/en-us/)
- Products
Back
[Products](https://www.minitab.com/en-us/products/)
[All Products](https://www.minitab.com/en-us/products/)
- [Minitab Solution Center](https://www.minitab.com/en-us/products/minitab-solution-center/)
- [Minitab Statistical Software](https://www.minitab.com/en-us/products/minitab/)
- [Minitab Connect](https://www.minitab.com/en-us/products/connect/)
- [Minitab Model Ops](https://www.minitab.com/en-us/products/model-ops/)
- [Minitab Education Hub](https://www.minitab.com/en-us/products/education-hub/)
- [Minitab Engage](https://www.minitab.com/en-us/products/engage/)
- [Minitab Workspace](https://www.minitab.com/en-us/products/workspace/)
- [Real-Time SPC](https://www.minitab.com/en-us/products/real-time-spc/)
- [Prolink Data Collection & SPC](https://www.minitab.com/en-us/products/prolink)
- [Simul8 Discrete Event Simulation](https://info.minitab.com/en/new-to-simul8?hsLang=en)
- [SPM](https://www.minitab.com/en-us/products/spm/)
- Solutions
Back
[Solutions](https://www.minitab.com/en-us/solutions/)
[All Solutions](https://www.minitab.com/en-us/solutions/)
- [Analytics](https://www.minitab.com/en-us/solutions/analytics/)
- [Statistics & Predictive Analytics](https://www.minitab.com/en-us/solutions/analytics/statistical-analysis-predictive-analytics/)
- [Data Science & Machine Learning](https://www.minitab.com/en-us/solutions/analytics/data-science-machine-learning/)
- [Business Analytics & Intelligence](https://www.minitab.com/en-us/solutions/analytics/business-analytics-intelligence/)
- [Statistical Process Control](https://www.minitab.com/en-us/solutions/analytics/statistical-process-control/)
- [Quality Analytics](https://www.minitab.com/en-us/solutions/analytics/quality-analytics/)
- [Live Analytics](https://www.minitab.com/en-us/solutions/analytics/live-analytics/)
- [Reliability & Life Data Analysis](https://www.minitab.com/en-us/solutions/analytics/reliability/)
- [Discrete Event Simulation](https://info.minitab.com/en/new-to-simul8?hsLang=en)
- [Process Mining](https://info.minitab.com/en/new-to-simul8?hsLang=en)
- [Key Capabilities](https://www.minitab.com/en-us/solutions/key-capabilities/)
- [Continuous Improvement](https://www.minitab.com/en-us/solutions/key-capabilities/continuous-improvement/)
- [Data Integration & Data Prep](https://www.minitab.com/en-us/solutions/key-capabilities/data-integration-data-prep/)
- [Diagramming & Mind Mapping](https://www.minitab.com/en-us/solutions/key-capabilities/diagramming-mind-mapping/)
- [Digital Twins](https://info.minitab.com/en/new-to-simul8?hsLang=en)
- [Model Deployment & ML Ops](https://www.minitab.com/en-us/solutions/key-capabilities/model-deployment-ml-ops/)
- [Innovation & Project Management](https://www.minitab.com/en-us/solutions/key-capabilities/innovation-project-management/)
- [Process Excellence: Detect, Correct & Prevent](https://www.minitab.com/en-us/solutions/key-capabilities/process-excellence/)
- [Featured Industries](https://www.minitab.com/en-us/solutions/industry/)
- [Academic](https://www.minitab.com/en-us/solutions/industry/academic/)
- [Energy & Natural Resources](https://www.minitab.com/en-us/solutions/industry/energy-resources/)
- [Government & Public Sector](https://www.minitab.com/en-us/solutions/industry/government/)
- [Healthcare](https://www.minitab.com/en-us/solutions/industry/healthcare/)
- [Insurance](https://www.minitab.com/en-us/solutions/industry/insurance/)
- [Manufacturing & Industrial](https://www.minitab.com/en-us/solutions/industry/manufacturing-industrial/)
- [Services](https://www.minitab.com/en-us/solutions/industry/service-industries/)
- [Software & Technology](https://www.minitab.com/en-us/solutions/industry/software-technology/)
- [Construction](https://www.minitab.com/en-us/solutions/industry/construction/)
- [Featured Roles](https://www.minitab.com/en-us/solutions/role/)
- [Engineering](https://www.minitab.com/en-us/solutions/role/engineering/)
- [Business Analysis](https://www.minitab.com/en-us/solutions/role/business-analysts/)
- [Information Technology](https://www.minitab.com/en-us/solutions/role/information-technology/)
- [Supply Chain](https://www.minitab.com/en-us/solutions/role/supply-chain/)
- [Customer Service & Contact Center](https://www.minitab.com/en-us/solutions/role/customer-service-contact-center/)
- [Human Resources](https://www.minitab.com/en-us/solutions/role/human-resources/)
- [Marketing](https://www.minitab.com/en-us/solutions/role/marketing/)
- [Research and Development](https://www.minitab.com/en-us/solutions/role/research-and-development/)
- Resources & Services
Back
[Resources & Services](https://www.minitab.com/en-us/resources-services/)
[All Resources & Services](https://www.minitab.com/en-us/resources-services/)
- [Resources](https://www.minitab.com/en-us/resources-services/resources/)
- [Case Studies](https://www.minitab.com/en-us/resources-services/resources/case-studies/)
- [eBooks & White Papers](https://www.minitab.com/en-us/resources-services/resources/ebooks-and-white-papers/)
- [Blog](https://blog.minitab.com/blog/?hsLang=en)
- [Data Sets](https://www.minitab.com/en-us/resources-services/resources/data-set/)
- [Webinars & Events](https://www.minitab.com/en-us/resources-services/resources/events/)
- [Education Hub](https://www.minitab.com/en-us/resources-services/resources/education-hub/)
- [Services](https://www.minitab.com/en-us/resources-services/services/)
- [Training](https://www.minitab.com/en-us/resources-services/services/training/)
- [Deployment](https://www.minitab.com/en-us/resources-services/services/deployment/)
- [Consulting](https://www.minitab.com/en-us/resources-services/services/statistical-consulting/)
- [Self-Paced Learning](https://www.minitab.com/en-us/resources-services/services/self-paced-learning/)
- [Continuing Education](https://www.minitab.com/en-us/resources-services/services/continuing-education/)
- Support
Back
[Support](https://www.minitab.com/en-us/support/)
[Technical Support](https://www.minitab.com/en-us/support/)
- [Subscriptions & Activation](https://www.minitab.com/en-us/support/subscriptions-and-activation/)
- [Minitab Quick Start](https://www.minitab.com/en-us/support/quick-start/)
- [Training](https://www.minitab.com/en-us/resources-services/services/training/)
- [Installation Support](https://www.minitab.com/en-us/support/installation/)
- [Support Videos](https://www.minitab.com/en-us/support/videos/)
- [Support Documentation](https://www.minitab.com/en-us/support/documents/)
- [Software Updates](https://www.minitab.com/en-us/support/software-updates/)
- [Product Downloads](https://www.minitab.com/en-us/support/downloads/)
- [Support Policy](https://www.minitab.com/en-us/support/policy/)
- Company
Back
[Company](https://www.minitab.com/en-us/company/)
[Company](https://www.minitab.com/en-us/company/)
- [About Us](https://www.minitab.com/en-us/company/our-company/)
- [Leadership Team](https://www.minitab.com/en-us/company/leadership-team/)
- [Partners](https://www.minitab.com/en-us/company/partners/)
- [Careers](https://www.minitab.com/en-us/company/careers/)
- [Contact](https://www.minitab.com/en-us/company/contact-us/)
- [News](https://www.minitab.com/en-us/company/press-releases/)
[Try/Buy](https://www.minitab.com/en-us/try-buy/)
- [Statistics](https://blog.minitab.com/en/blog/tag/statistics)
- [Data Analysis](https://blog.minitab.com/en/blog/tag/data-analysis)
-
- [Quality Improvement](https://blog.minitab.com/en/blog/tag/quality-improvement)
- [Subscribe](https://info.minitab.com/blog/subscribe?hsLang=en)
## Notice
You are now leaving minitab.com.
Click Continue to proceed to:
Continue
Go Back
# Turning OEE Data into Action: How to Use Minitab to Drive Measurable Improvement
[Joshua Zable](https://blog.minitab.com/en/blog/author/joshua-zable) | 1/20/2026
Topics: [Manufacturing](https://blog.minitab.com/en/blog/tag/manufacturing), [Minitab Workspace](https://blog.minitab.com/en/blog/tag/minitab-workspace), [Quality](https://blog.minitab.com/en/blog/tag/quality), [Minitab Solution Center](https://blog.minitab.com/en/blog/tag/minitab-solution-center)
- [Share](https://www.linkedin.com/shareArticle?mini=true&url=https://blog.minitab.com/en/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
- [Share](https://www.facebook.com/sharer.php?u=https://blog.minitab.com/en/blog/turning-oee-data-into-action-how-to-use-minitab-to-drive-measurable-improvement)
When it comes to continuous improvement, few metrics tell a clearer story than **Overall Equipment Effectiveness (OEE)**. OEE gives manufacturers an at-a-glance understanding of how effectively their equipment is being utilized — combining **availability, performance, and quality** into one powerful KPI.
But data alone doesn’t drive improvement. It’s what you *do* with the data that counts.
In this post, we’ll show how to use **OEE data collected in Scytec DataXchange** and analyze it in **Minitab Statistical Software** to uncover bottlenecks, identify root causes, and deliver measurable gains on the shop floor.
## **Use DataXchange to Collect Accurate OEE Data**
Using Scytec DataXchange, machine utilization and OEE data are collected automatically and continuously. For example, suppose we pull weekly OEE data from a CNC machining cell:
| **Week** | **Availability (%)** | **Performance (%)** | **Quality (%)** | **OEE (%)** |
| --- | --- | --- | --- | --- |
| 1 | 88.0 | 92.5 | 99.1 | 80.5 |
| 2 | 86.2 | 91.8 | 98.9 | 78.0 |
| 3 | 89.7 | 93.2 | 99.0 | 82.6 |
| 4 | 85.5 | 91.4 | 98.7 | 77.2 |
| 5 | 84.9 | 92.0 | 99.0 | 77.4 |
This data set shows a stable process, but OEE is hovering around 78–82% — below the world-class benchmark of 85%. The question: *What’s limiting throughput?*
## **Analyze the Data Using the Minitab Solution Center**
Seamlessly export your DataXchange data into the [Minitab Solution Center](https://www.minitab.com/en-us/products/minitab-solution-center/).
Start with a **Time Series Plot** in Minitab to see how OEE trends over time.
- Go to: *Graph → Time Series Plot → Simple*
- Select OEE as the variable, and Week as the time scale
The chart reveals that OEE dips significantly in weeks 2, 4, and 5. The variation seems to follow a pattern — perhaps tied to shift schedules or setup cycles.
Next, create an **Individuals Control Chart (I-Chart)** to monitor variation and stability.
- Go to: *Stat → Control Charts → Individuals → I-MR Chart*
- Select OEE as your variable
If the chart shows points below the lower control limit, it signals **special cause variation** — a clue that certain events (like tool changes or operator swaps) are affecting performance.
## **Measure Strength of Relationship**
To see which component of OEE is causing the shortfall, use **correlation** in Minitab.
- Go to: *Stat → Basic Statistics → Correlation*
- Select OEE and the three components: Availability, Performance, and Quality
Minitab will produce a **correlation matrix** showing how strongly each factor relates to OEE. Here’s an example based on our sample DataXchange dataset:
| **Variable** | **Correlation with OEE** | **Interpretation** |
| --- | --- | --- |
| Availability | 0.92 | Very strong relationship — as Availability improves, OEE rises significantly |
| Performance | 0.65 | Moderate relationship — affects OEE, but less strongly |
| Quality | 0.18 | Weak relationship — minimal influence on overall OEE |
This analysis tells us that **availability** is the primary driver of OEE variation.
In practical terms, your machines are producing good parts efficiently — but they’re **not running often enough**. That points to opportunities in **reducing unplanned downtime, improving scheduling, or optimizing setup times** before investing in new equipment.
## **Brainstorm Improvements**
Use Minitab’s **Fishbone Diagram (Cause & Effect Diagram)** or **FMEA** (available in [**Minitab Workspace**](https://www.minitab.com/en-us/products/workspace/)) to brainstorm potential downtime drivers:
- Set-up and changeover delays
- Material shortages
- Operator availability
- Preventive maintenance frequency
By pairing real downtime codes from DataXchange with brainstorming in Minitab Workspace, your team can prioritize the top causes systematically.
## **Test, Validate and Monitor the Fix**
Once you’ve implemented improvements (say, reducing setup time by 15%), use Minitab to verify results statistically.
Run a **2-Sample t-Test** comparing OEE before and after the change:
| **Period** | **Mean OEE (%)** | **Std Dev** |
| --- | --- | --- |
| Before | 78.0 | 2.4 |
| After | 83.5 | 1.8 |
P-value = 0.004 → statistically significant improvement ✅
Your analysis confirms that the process change produced a real, measurable gain.
Utilize DataXchange to continuously monitor current utilization of machines and OEE data, harness the power of [Minitab Connect](https://www.minitab.com/en-us/products/connect/)to get live control charts of OEE to monitor changes and identify potential changes before they occur.
## **The Power of Data + Analysis**
By combining **DataXchange’s real-time visibility** with **Minitab’s analytical precision**, manufacturers can move beyond “what happened?” to “why did it happen?” — and ultimately, “how do we make it better?”
With this approach:
- DataXchange captures *the truth* of what’s happening on your machines.
- Minitab uncovers *why* it’s happening and what to fix first.
- Together, they deliver sustainable throughput gains and a stronger continuous improvement culture.
## **Ready to Turn Your OEE Data into Action?**
Learn how **Minitab Statistical Software** and **Scytec DataXchange** work together to drive data-based manufacturing decisions.
### Visit [Minitab](https://www.minitab.com/en-us/) to see how your OEE data can power your next breakthrough with Scytec.
[](https://blog.minitab.com/hs/cta/wi/redirect?encryptedPayload=AVxigLJwDNeNcJIWXkvGHkAAYctDUc81ICIMlfeHVAG8NbYO1ttk0PTyFN%2FRqgcO%2F0BHLrCN0DqTGn0bExRHQsVI7lXy8dNCtkvXEtGaFnBEAHKjeb7cV0uitKodQOvHUpntxr4juhw8E%2F0cQ%2BpsGR9HxJS8XLtSIkbuDZN%2BsGTdCkw%2B%2F5qTsuUvY9nqzkE8sMH9WW5ARgI%3D&webInteractiveContentId=204445630023&portalId=3447555&hsLang=en)
## You Might Also Like
[Machine Monitoring: What It Is, How It Works, and What It Reveals](https://blog.minitab.com/en/blog/machine-monitoring-what-it-is-how-it-works-and-what-it-reveals?hsLang=en)
[Data Collection](https://blog.minitab.com/en/blog/tag/data-collection) | 7 Minute Read
[Making Sense of the New AIAG/VDA SPC Standard](https://blog.minitab.com/en/blog/making-sense-of-the-new-aiag/vda-spc-standard?hsLang=en)
[Quality Improvement](https://blog.minitab.com/en/blog/tag/quality-improvement) | 3 Minute Read
[Where Does Manufacturing Process Improvement Begin? Insights from IMTS 2026](https://blog.minitab.com/en/blog/where-does-manufacturing-process-improvement-begin?hsLang=en)
[Manufacturing](https://blog.minitab.com/en/blog/tag/manufacturing) | 6 Minute Read
---
- [Careers](https://www.minitab.com/en-us/company/careers/)
- [Trust Center](https://www.minitab.com/en-us/trust-center/)
- [Suppliers](https://www.minitab.com/en-us/suppliers/)
- [Site Map](https://www.minitab.com/en-us/site-map/)
- [](https://www.linkedin.com/company/minitab/)
- [](https://www.facebook.com/Minitab/)
- [](https://www.youtube.com/user/MinitabInc)
- [](https://www.instagram.com/minitab/)
---
© 2025 Minitab, LLC. All Rights Reserved.
- [Terms of Use](https://www.minitab.com/en-us/legal/terms-of-use/)
- [Privacy Policy](https://www.minitab.com/en-us/legal/privacy-policy/)
- [Legal](https://www.minitab.com/en-us/legal/)
- Cookies Settings