Use of the CUSUM and Shewhart control chart methods to identify changes of public health significance using childhood blood lead surveillance data

Details

• Alternative Title:
  Environ Epidemiol
• Personal Author:
  Dignam, Timothy ; Hodge, James ; Chuke, Stella ; Mercado, Carlos ; Ettinger, Adrienne S. ; Flanders, W. Dana
• Description:
  Background:
  
  Local, state, and national childhood blood lead surveillance is based on healthcare providers and clinical laboratories reporting test results to public health departments. Increased interest in detecting blood lead level (BLL) patterns and changes of potential public health significance in a timely manner has highlighted the need for surveillance systems to rapidly detect and investigate these events.
  
  Objective:
  
  Decrease the time to detect changes in surveillance patterns by using an alerting algorithm developed and assessed through historical child blood lead surveillance data analysis.
  
  Methods:
  
  We applied geographic and temporal data-aggregation strategies on childhood blood lead surveillance data and developed a novel alerting algorithm. The alerting algorithm employed a modified cumulative summary/Shewhart algorithm, initially applied on 113 months of data from two jurisdictions with a known increase in the proportion of children <6 years of age with BLLs =>5 µg/dl.
  
  Results:
  
  Alert signals retrospectively identified time periods in two jurisdictions where a known change in the proportion of children <6 years of age with BLLs >=5 µg/dl occurred. Additionally, we identified alert signals among six of the 18 (33%) randomly selected counties assessed where no previously known or suspected pattern changes existed.
  
  Conclusion:
  
  The modified cumulative summary/Shewhart algorithm provides a framework for enhanced blood lead surveillance by identifying changes in the proportion of children with BLLs >=5 µg/dl. The algorithm has the potential to alert public health officials to changes requiring further important public health investigation.
  
  
• Keywords:
  Alerting Algorithm Blood Lead Level Child Cumulative Summary (CUSUM)/Shewhart Control Charts Surveillance
• Source:
  Environ Epidemiol. 4(2)
• Pubmed ID:
  32607462
• Pubmed Central ID:
  PMC7319227
• Document Type:
  Journal Article
• Funding:
  CC999999/ImCDC/Intramural CDC HHSUnited States/
• Volume:
  4
• Issue:
  2
• Collection(s):
  CDC Public Access
• Main Document Checksum:
  urn:sha-512:dd72544686aa40641b56c556d05ebfd78c37d8755cd2356b1e491866a42d5d9bd21e70baa8014c8bda3cb81efb4e1197d5ba225d3ced08e8d2c0ba1e248b38e6
• Download URL:
  https://stacks.cdc.gov/view/cdc/147755/cdc_147755_DS1.pdf
• File Type:
  [PDF - 687.92 KB ]