At the core of measurement — What do you want to measure? And how do you want to measure it? A COSMIN perspective

Any measurement starts with determining what to measure (ie, which outcome) and how to measure it (ie, which outcome measurement instrument). This article is the first from a series of the COnsensus-based Standards for the selection of health Measurement INstruments perspective in which we will explain measurements and how to evaluate measurement quality. In this first perspective, we explain the rationale for defining an outcome and operationalizing it into an outcome measurement instrument. An outcome should first be defined based on theory, and next be operationalized into one or more observable items, questions, tasks or parameters. But a measurement instrument is more than its items or machine. Any type of measurement instrument consist of 5 components: (1) equipment, (2) preparatory actions, (3) unprocessed data collection or collection of the biological sample(s), (4) processing and storage, and (5) assignment of the score or determination of the value of the biological sample. Thinking in terms of the components of measurement instruments can enhance the design and understanding of studies on measurement properties.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Epidemiology
Published
2025-05-20
DOI
https://doi.org/10.1016/j.jclinepi.2025.111836
Citations
4
Primary Topic
Delphi Technique in Research
Type
article
Field-Weighted Citation Impact
16.81
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

At the core of measurement — What do you want to measure? And how do you want to measure it? A COSMIN perspective

Sandrine Herbelet, Maarten Boers, Lidwine B. Mokkink, Caroline B. Terwee
4 citations
Journal of Clinical Epidemiology
Delphi Technique in Research
16.81
article

At the core of measurement — What do you want to measure? And how do you want to measure it? A COSMIN perspective

Sandrine Herbelet, Maarten Boers, Lidwine B. Mokkink, Caroline B. Terwee
article en
4 citations

Abstract

Any measurement starts with determining what to measure (ie, which outcome) and how to measure it (ie, which outcome measurement instrument). This article is the first from a series of the COnsensus-based Standards for the selection of health Measurement INstruments perspective in which we will explain measurements and how to evaluate measurement quality. In this first perspective, we explain the rationale for defining an outcome and operationalizing it into an outcome measurement instrument. An outcome should first be defined based on theory, and next be operationalized into one or more observable items, questions, tasks or parameters. But a measurement instrument is more than its items or machine. Any type of measurement instrument consist of 5 components: (1) equipment, (2) preparatory actions, (3) unprocessed data collection or collection of the biological sample(s), (4) processing and storage, and (5) assignment of the score or determination of the value of the biological sample. Thinking in terms of the components of measurement instruments can enhance the design and understanding of studies on measurement properties.

Journal of Clinical EpidemiologyVol. 184
Amsterdam Neuroscience (NL), Vrije Universiteit Amsterdam (NL)
Openalex Percentile: Top 1%
Delphi Technique in Research
16.81
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.