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Time to FOF Quality Control

Quality assessment of feeding timeline variables and identification of potential data issues.

Variable Definitions

  • time_to_first: Days from birth to first oral feeding
  • time_to_fof: Days from birth to full oral feeding
  • feed_delta: Days from first oral feeding to full oral feeding (for QC purposes)

Data Quality Issues Identified

  • 4 cases (1.8%) where feed_delta < 0 (full feeding achieved before first oral feeding)
  • 8 cases (3.5%) where feed_delta < 1 day (achieved full feeding within 24 hours)

Summary Statistics

Variable N Missing Mean SD Min Median Max
0 time_to_first 228 0 40.9 20.5 1.3 38.2 108.3
1 time_to_fof 228 0 15.9 13.1 0 13 74.6
2 feed_delta 228 0 15.9 13.1 -0.9 13 74.6

Distribution of Time to FOF

Time to FOF Distribution

Distribution of Feed Delta

Feed Delta Distribution

Relationship Analysis

Time to First vs FOF

Flagged Cases (Negative Feed Delta)

Showing 4 of 4 cases with negative feed delta:

time_to_first time_to_fof feed_delta
17.6 0 -0.2
30.3 0 -0.1
30.3 0 -0.1
33.6 0 -0.9

Questions for Principal Investigator

1. Data Cleaning: Should cases with negative feed_delta (full feeding before first feeding) be excluded as data errors?

2. Same-Day Achievement: How should cases achieving full feeding within 24 hours be handled in analyses?

3. Missing Values: What is the appropriate handling for missing time_to_FOF values?

4. Outliers: Should extreme values (e.g., time_to_FOF > 100 days) be investigated or excluded?