Patient & Demographics Analysis

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• Description: Analyze patient behavior and demographics
• Activities:
  • Patient arrival patterns:
    • Analyze patient arrival time distribution
    • Identify recurring patient patterns
    • Analyze new vs returning patient patterns
  • Patient demographics impact:
    • Analyze wait time by patient type (new vs returning)
    • Analyze insurance type impact (BPJS vs private)
    • Analyze age/gender impact (if applicable)
  • Patient booking patterns:
    • Analyze appointment booking distribution
    • Identify peak booking times
    • Analyze booking lead time
  • Patient wait tolerance:
    • Estimate acceptable wait times
    • Analyze no-show patterns (if applicable)
  • Queue distribution analysis:
    • Analyze how patients distribute across departments
    • Identify over/under-served departments
  • Create visualizations:
    • Pie charts of patient distributions
    • Histograms of arrival patterns
    • Scatter plots of patient characteristics
  • Document patient analysis findings
• Deliverables: Patient analysis visualizations, behavior insights report