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The repeated appearance of the same technical failure signatures across the United States, Europe, China, India, and South Africashared credentials, administrator privilege misuse, absence or non-review of audit trails, deletion or non-retention of electronic raw data, uncontrolled spreadsheets, and inadequate backup/archival designsupports a central inference: data integrity is a quality maturity problem, not a regional trait