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Combining method validation data with additional information for measurement uncertainty evaluation - determination
Lucía Gutiérrez-Fernández1, Cristina M Oliveira2, Ana M Díez-Pascual1,3
1Universidad de Alcalá, Facultad de Ciencias, Departamento de Química Analítica, Química Física e Ingeniería Química, Ctra. Madrid-Barcelona, Km. 33.6, 28805 Alcalá de Henares, Madrid, Spain.
This study quantifies measurement uncertainty in melatonin analysis, addressing high temperatures and calibration data. Understanding the measurement process overcomes experimental limitations, ensuring reliable results for melatonin content in tea.
Area of Science:
- Analytical Chemistry
- Metrology
Background:
- Measurement uncertainty evaluation combines experimental data with knowledge of uncertainty sources.
- Objective interpretation of quantification requires accounting for random and systematic effects.
Purpose of the Study:
- To assess and account for the impact of uncontrolled high temperature during sample preparation and validation data on measurement uncertainty.
- To quantify the uncertainty components in melatonin content determination in tea.
Main Methods:
- Detailed inspection of the measurand and measurement process.
- Quantification of uncertainty components using experimental data and additional information.
- Application of High-Performance Liquid Chromatography with Fluorescence Detection (HPLC-FD).
Main Results:
- Melatonin content in tea was quantified between 3.7 and 196 g kg⁻¹, with relative expanded uncertainty between 28% and 40%.
- The uncertainty was below the maximum admissible relative expanded uncertainty of 40%.
- HPLC-FD calibration instability was identified as the major uncertainty component, contributing up to 82.7%.
Conclusions:
- Experimental limitations in measurement uncertainty evaluation can be overcome through a detailed, quantitative understanding of the process.
- The study demonstrates a robust method for assessing and managing uncertainty in complex analytical measurements.
- Accurate quantification of melatonin in tea is achievable within acceptable uncertainty bounds.
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