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EastMallBuy: A Step-by-Step Guide to Analyzing QC Trends

2025-12-17

For consistent product quality, tracking your suppliers' performance over time is not just helpful—it's essential. The EastMallBuy Spreadsheet

Setting Up Your Spreadsheet for Success

Start by structuring your EastMallBuy QC spreadsheet with the following core columns for each order batch:

  • Supplier Name/ID:
  • Month/Order Date:
  • Batch Size (Units Inspected):
  • Defects Found:
  • Pass Rate (%):((Batch Size - Defects) / Batch Size) * 100.
  • Major/Minor Defect Classification:
  • Notes:

Key Metrics to Track & Analyze

Focus on these trends over a rolling 3-6 month period to get a clear picture of supplier reliability.

1. Monthly Pass Rate Trend Line

Chart each supplier's monthly pass rate. A steady or upward green linedownward red trend

2. Average Pass Rate & Consistency

Calculate the average pass rateconsistency—a supplier with a 95% average that fluctuates between 85% and 100% is riskier than one steadily holding at 94%.

3. Defect Severity Pattern Analysis

Go beyond the pass rate. Are "major defects" increasing? Tracking the type and severity

Translating Data into Actionable Insights

Your analysis should directly inform your sourcing strategy:

Trend Observed Potential Insight & Action
Consistent High Pass Rate (>98%) This is your Most Dependable Supplier. Consider strengthening the partnership, prioritizing them for new products, and negotiating based on reliable quality.
Gradual Decline in Pass Rate Initiate a corrective conversation. Share the data, ask for their root cause analysis, and set clear improvement targets for the next shipment.
High Volatility (Unstable Rates) Indicates unpredictable risk. For critical items, seek a more stable supplier. For non-critical, you may continue but with stricter batch-by-batch inspection.
Consistently Low Pass Rate Time to qualify a replacement supplier. The cost of defects and delays likely outweighs any lower unit cost this vendor offers.

Pro Tips for Effective Monitoring

  • Color-Code Your Cells:
  • Flag Key Changes:
  • Review Quarterly:
  • Correlate with Other Data:

By systematically using your EastMallBuy Spreadsheet