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Understanding End-Users’ Approaches to
Ensuring the Quality of Environmental Data
By Christina Hiegel, P.E.
Civil/Environmental Engineer
Introduction
Christina has over 11 years’ experience
in the environmental industry. She is a
registered civil/environmental engineer
and manages the chemistry group at
Trihydro. Her primary responsibilities
include providing technical support for
projects in data defensibility, data quality,
and leading data quality efforts.

Christina Hiegel
Importance of Data Quality
Laboratory
• Certification
• Methodology
• Standard
Operating
Procedures
• Legal
Defensibility

Consultant/
Responsible Party

Regulatory Agency
Importance of Data Quality
Laboratory
• Certification
• Methodology
• Standard
Operating
Procedures
• Legal
Defensibility

Consultant/
Responsible Party
• Regulatory
Requirements
• Legal
Defensibility
• Project
Objectives

Regulatory Agency
Importance of Data Quality
Laboratory
• Certification
• Methodology
• Standard
Operating
Procedures
• Legal
Defensibility

Consultant/
Responsible Party
• Regulatory
Requirements
• Legal
Defensibility
• Project
Objectives

Regulatory Agency
• Public Scrutiny
• Public Protection
• Legal
Defensibility
Differing Quality Standards
Reporting Limits
Holding Times
Preservations
Choosing Analytical Methods
Data Validation Standards
Data Validation Standards

USEPA.  2010. USEPA Contract Laboratory Program National Functional Guidelines for Inorganic Superfund Data Review (USEPA 540‐
R‐10‐011). Available from: http://www.epa.gov/superfund/programs/clp/download/ism/ism1nfg.pdf.
Data Validation Standards
Data Validation Standards

USEPA.  2008. USEPA Contract Laboratory Program National Functional Guidelines for 
Superfund Organic Methods Data Review (USEPA‐540‐R‐08‐01). Available from: 
http://www.epa.gov/superfund/programs/clp/download/somnfg.pdf.
Calibration Standards
Calibration Standards

USEPA.  2008. USEPA Contract Laboratory Program National Functional Guidelines for Superfund Organic 
Methods Data Review (USEPA‐540‐R‐08‐01). Available from: 
http://www.epa.gov/superfund/programs/clp/download/somnfg.pdf
Precision
Data Reporting
TIER IV

TIER III

TIER II
TIER I
Final Data Management
Electronic 
Data 
Deliverable

Laboratory 
Report

Data 
Validation

Final Reports
Figures
Tables
Meeting Quality Objectives
Communicate:
• General project information
• Regulatory requirements
• Reporting limits and analyses requirements
• Analyses, constituents of concern, target analytes
• Subcontracting requirements
• How to communicate with each other
• Validation objectives
• Audit changes to the data
• Other information (e.g., sampling requirements, blanks, turn, and
special reporting packages)
Understanding End-Users' Approaches to Ensuring the Quality of Environmental Data

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