Trustworthiness as Central Design Principle for Introducing Uncertainties of Measurements to Students

Abstract Two curricula for the introduction of measurement uncertainties for high school students have been developed. The central design principle was “trustworthiness of experiments and data” following the GUM (Guide to the Expression of Uncertainties in Measurement) recommendations of Type-A and Type-B methods. A time-delayed test demonstrated the long-term acceptance of the key ideas. In lower secondary level, the curriculum starts with an experiment that leads to measurement uncertainties. Sources for uncertainties and the trustworthiness are discussed and data are analysed by simple statistical means. In upper secondary level, students first build a measuring instrument by themselves for introducing Type-B uncertainties. Both curricula together provide a complete introduction in ISO standardized methods how to deal with uncertainties of measurement. It turned out that trustworthiness as a central design principle for curricula to introduce measurement uncertainties in lower and upper secondary high school, is an effective approach to ensuring a thorough comprehension of the concept of uncertainties.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2025-02-01
DOI
https://doi.org/10.1088/1742-6596/2950/1/012016
Citations
1
Primary Topic
Innovative Teaching and Learning Methods
Type
article
Field-Weighted Citation Impact
3.44
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article

Trustworthiness as Central Design Principle for Introducing Uncertainties of Measurements to Students

Clemens Nagel
1 citations
Journal of Physics Conference Series
Innovative Teaching and Learning Methods
3.44
article

Trustworthiness as Central Design Principle for Introducing Uncertainties of Measurements to Students

Clemens Nagel
article en
1 citations

Abstract

Abstract Two curricula for the introduction of measurement uncertainties for high school students have been developed. The central design principle was “trustworthiness of experiments and data” following the GUM (Guide to the Expression of Uncertainties in Measurement) recommendations of Type-A and Type-B methods. A time-delayed test demonstrated the long-term acceptance of the key ideas. In lower secondary level, the curriculum starts with an experiment that leads to measurement uncertainties. Sources for uncertainties and the trustworthiness are discussed and data are analysed by simple statistical means. In upper secondary level, students first build a measuring instrument by themselves for introducing Type-B uncertainties. Both curricula together provide a complete introduction in ISO standardized methods how to deal with uncertainties of measurement. It turned out that trustworthiness as a central design principle for curricula to introduce measurement uncertainties in lower and upper secondary high school, is an effective approach to ensuring a thorough comprehension of the concept of uncertainties.

Journal of Physics Conference SeriesVol. 2950(1)
University of Applied Sciences Technikum Wien (AT)
Openalex Percentile: Top 12%
Innovative Teaching and Learning Methods
3.44
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Trustworthiness as Central Design Principle for Introducing Uncertainties of Measurements to Students — Clemens Nagel · Journal of Physics Conference Series (2025) | TGRS Research Map | TGRS