Environmental lab scientists conduct proficiency testing on water, soil, and air samples using advanced analytical equipment and meticulous techniques for data excellence and regulatory compliance.

Proficiency Testing for Environmental Labs: Achieving Data Excellence in Water, Soil, and Air Analysis

Understanding and mastering proficiency testing is essential for environmental labs to maintain accreditation and ensure the highest standards of data integrity for water, soil, and air analysis.

Written byCraig Bradley
| 6 min read
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The cornerstone of reliable environmental monitoring is demonstrably accurate analytical data. For environmental labs, participation in regular proficiency testing is not merely a compliance task but a critical, ongoing requirement for validating the integrity of results across diverse matrices, including water, soil, and air. Establishing a robust, systematic approach to proficiency testing validates analytical methods and strengthens institutional QA/QC frameworks, providing essential confidence to regulatory bodies, clients, and the public relying on environmental data for critical health and safety decisions.

Defining the critical role of proficiency testing in analytical validation

Demonstrating analytical competence is foundational for any accredited laboratory, and proficiency testing (PT) provides the independent verification necessary to achieve this. PT is a cyclical evaluation process where test samples are analyzed by multiple laboratories, and the results are compared to a designated reference value or the consensus result from the group. This external quality assessment tool helps labs identify systematic errors, improve staff competency, and confirm that all methods and equipment operate within acceptable performance specifications. This activity is non-negotiable for organizations seeking or maintaining compliance with established quality management system standards, such as ISO/IEC 17025. ISO/IEC 17025 governs laboratory competence, while ISO/IEC 17043 outlines requirements for PT providers. Failure in PT can result in temporary suspension or revocation of a laboratory’s accreditation for specific tests, directly impacting its ability to conduct regulated analysis.

Key functions of proficiency testing:

A four-panel infographic titled "Key Functions of Proficiency Testing." The panels are arranged in a two-by-two grid on a light gray background, each featuring a dark blue icon and a label. The four functions shown are: External Validation (shield icon with a checkmark), Identifying Errors (magnifying glass, gear, and wrench icon), Regulatory Compliance (scroll with a seal and gavel icon), and Method Comparison (two connected laboratory flasks icon). The Lab Manager logo is in the bottom-left corner.

Proficiency testing (PT) is a cornerstone of lab quality and confidence.

GEMINI (2025)


  • External Validation: Provides an objective assessment of laboratory performance against established benchmarks and peer groups.
  • Error Identification: Highlights potential systematic bias, method deficiencies, or training gaps not evident during routine internal quality control checks.
  • Regulatory Compliance: Serves as tangible evidence for accrediting bodies (such as NELAP or specific national agencies) that the laboratory meets minimum performance criteria for specific analytes and matrices.
  • Method Comparison: Allows laboratories to gauge the effectiveness of their chosen analytical methodologies relative to others performing the same tests.

The rigorous application of PT ensures that an environmental lab can consistently produce high-quality, defensible data, which is essential when reporting results that may lead to multi-million dollar remediation projects or public health interventions.

Designing proficiency testing programs for complex environmental matrices

Environmental matrices—water, soil, and air—present distinct analytical challenges, requiring PT samples to accurately simulate real-world conditions. A successful PT program must account for the unique characteristics and potential interferences of each sample type.

Water (Aqueous Samples): Water is the most common matrix but requires careful consideration of trace contaminants. PT samples typically include spiked solutions of varying complexity, from potable water (low-level organics and inorganics) to wastewater (high matrix effects).

  • Target Analytes: Volatile organic compounds (VOCs), semi-volatile organic compounds (SVOCs), heavy metals (e.g., lead, arsenic), and emerging contaminants (e.g., PFAS, 1,4-Dioxane).
  • Challenge: Ensuring homogeneity and stability of volatile and reactive analytes within the aqueous sample over the entire shipping and testing period.
  • Key Consideration: The chosen analytical methodology (e.g., ICP-MS versus Flame AA) must be validated against the PT sample.

Soil and Sediment (Solid Samples): The heterogeneity of soil matrices poses the greatest challenge, as the extraction efficiency of contaminants is highly dependent on particle size, organic content, and moisture.

  • Challenge: Achieving representative sampling and complete extraction of target contaminants from the solid phase. The PT sample must be stabilized to prevent analyte degradation.
  • Matrix Effects: High concentrations of organic matter or clay can suppress instrument signals or interfere with cleanup procedures.
  • PT Focus: Evaluation primarily focuses on sample preparation techniques (e.g., microwave digestion, Soxhlet extraction) and subsequent instrumental analysis.

Air (Gas and Media Samples): Air analysis, often conducted by specialized occupational health and safety departments within environmental labs, involves collecting samples on specific media (e.g., activated charcoal tubes, impinger solutions, filters) or directly into canisters.

  • Challenge: The stability of collected samples (especially highly volatile compounds) and the efficiency of the collection media.
  • PT Format: Typically involves providing labs with a media (like a sorbent tube) spiked with the target compound (e.g., benzene, formaldehyde) which the lab must then extract and analyze.
  • Regulatory Alignment: Results are frequently compared against occupational exposure limits set by bodies like OSHA (Occupational Safety and Health Administration) or the WHO (World Health Organization).

Statistical evaluation: interpreting proficiency testing results and z-scores

The true value of PT lies in the objective statistical analysis of performance, which provides a numerical score indicating how closely a laboratory's results align with the expected or consensus value. The most common metric for performance assessment is the Z-score.

The Z-Score Explained: The Z-score measures a laboratory's deviation from the assigned value relative to the standard deviation for the entire PT group. It is calculated as the difference between the Laboratory Result and the Assigned Value, divided by the Standard Deviation used for the proficiency assessment.

The Z-score categorization provides clear performance benchmarks:

Z-Score Range

Performance Status

Action Required

Absolute Z-score less than or equal to 2.0

Satisfactory

Continual monitoring; no immediate corrective action required.

Absolute Z-score between 2.0 and 3.0 (exclusive)

Questionable/Warning

Investigate potential non-systematic errors; document review.

Absolute Z-score greater than or equal to 3.0

Unsatisfactory/Failure

Mandatory investigation, corrective and preventative action (CAPA) must be implemented, followed by retesting.

When a Z-score falls into the questionable or unsatisfactory range, the environmental lab must immediately initiate a comprehensive root cause analysis. This investigation may involve reviewing calibration standards, instrument maintenance logs, reagent quality, analyst training records, and the entire analytical method, ensuring that the necessary corrective actions are both effective and documented. This diligent approach to addressing outliers is a cornerstone of effective QA/QC.

Integrating proficiency testing into a robust laboratory QA/QC framework

PT must be seamlessly integrated into the laboratory's overarching QA/QC structure, transforming external assessment results into actionable internal improvements. This integration ensures that the lessons learned from PT failures or near-misses drive systematic, preventative change rather than simply addressing isolated incidents.

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Actionable Integration Steps: Leading environmental labs use PT results as critical data points for continuous quality improvement (CQI).

CAPA Procedure Activation: Any unsatisfactory PT result triggers the Corrective and Preventative Action (CAPA) process. The CAPA must detail the specific failure, the root cause identified (e.g., volumetric pipette error, incorrect instrument tune), the immediate correction, and the long-term preventative measure (e.g., mandatory training refresh, updated SOP).

Training and Competency: PT results serve as a direct measure of analyst proficiency. Poor performance in a specific test may necessitate targeted retraining or temporary suspension of an analyst’s authority to perform that test until competency is re-established.

Method Validation Review: Consistent satisfactory performance across multiple PT rounds for a specific method (e.g., EPA Method 8260 for VOCs) further validates that method's suitability and robust application within the laboratory. Conversely, recurring marginal results suggest the method’s internal detection limits or precision may require adjustment.

Documentation and Record Keeping: PT reports, along with all associated corrective action documentation, are essential components of the accreditation body’s audit trail. This documentation demonstrates a commitment to quality and is critical for maintaining lab certification.

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Reference to formal guidance, such as those published by the U.S. Environmental Protection Agency (EPA) or various state regulatory bodies, often mandates the specific frequency and types of proficiency testing required for different permit types and analytical scopes (e.g., the U.S. EPA requires adherence to specific methods in 40 CFR Part 136 for wastewater analysis). Consistent, satisfactory participation in proficiency testing is the ultimate verification of an environmental lab's commitment to data quality.

Sustaining excellence through rigorous external quality assessment

Sustained satisfactory performance in proficiency testing is the definitive evidence of an environmental lab’s commitment to analytical excellence and robust QA/QC practices. This continuous, external assessment process drives corrective action, improves internal processes, and reinforces the credibility of environmental data used globally for regulatory and health protection purposes.


Frequently asked questions about proficiency testing

What is the primary objective of proficiency testing for an environmental lab?

The primary objective of proficiency testing is to independently assess and validate a laboratory's analytical capability and the integrity of its data by comparing results to external, consensus-derived values, thereby supporting accreditation and regulatory compliance.

How often are environmental labs required to participate in proficiency testing?

The required frequency of proficiency testing varies by regulatory program, jurisdiction, and the specific analyte being tested, but typically occurs at least semi-annually or annually for all accredited test methods and matrices an environmental lab performs.

What is a passing score in proficiency testing?

Performance in proficiency testing is typically determined by the Z-score. A laboratory is generally deemed to have a satisfactory or passing score if the absolute value of its Z-score is less than or equal to 2.0 ($|Z| \leq 2.0$), indicating the result is statistically within acceptable limits of the assigned value.

Can proficiency testing be used to improve a laboratory’s QA/QC?

Yes. Unsatisfactory results from proficiency testing are instrumental in improving QA/QC by triggering mandatory root cause analysis and a Corrective and Preventative Action (CAPA) process, leading to specific, documented improvements in method execution, training, or instrumentation.

This article was created with the assistance of Generative AI and has undergone editorial review before publishing.

About the Author

  • Person with beard in sweater against blank background.

    Craig Bradley BSc (Hons), MSc, has a strong academic background in human biology, cardiovascular sciences, and biomedical engineering. Since 2025, he has been working with LabX Media Group as a SEO Editor. Craig can be reached at cbradley@labx.com.

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