(Un)aware of change? Objective and subjective reactivity to the sensor‐based measurement of physical activity and sedentary behaviour

OBJECTIVES: Despite being the gold standard for assessing physical activity (PA) under free-living conditions, accelerometer-based assessments are prone to measurement reactivity, that is, changes in people's cognitions, emotions or behaviour due to being measured. Little is known about whether participants are aware of these changes. This preregistered secondary analysis assesses objective and subjective reactivity to the sensor-based measurement of PA (steps, light PA [LPA], moderate-to-vigorous PA [MVPA]) and sedentary behaviour (SB) in adults with and without attention-deficit/hyperactivity disorder (ADHD), depression and insulin resistance. DESIGN: Intensive longitudinal design. METHODS: = 5.85) who wore an accelerometer for 7 days and self-reported whether they changed their PA due to the activity tracker (i.e. subjective measurement reactivity). Objective measurement reactivity was defined as decreases in PA and increases in SB. RESULTS: Multilevel models found small, but significant decreases of PA over the study period and from the first study day(s) to the remaining study days. Yet, over 90% of participants indicated to have (rather) not changed their PA. SB did not systematically change. Subjective measurement reactivity and clinical diagnoses were not related to measurement reactivity. CONCLUSIONS: Steps, LPA and MVPA, but not SB, systematically changed in line with common definitions of measurement reactivity. Yet, most participants were unaware of these changes, potentially because changes were small. Measurement reactivity may be predominantly driven by unconscious mechanisms and appears universal, with no differences found by diagnoses.

Authors

Institutions

Publication Details

Journal
British Journal of Health Psychology
Published
2026-10-16
DOI
https://doi.org/10.1111/bjhp.70115
Primary Topic
Physical Activity and Health
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

(Un)aware of change? Objective and subjective reactivity to the sensor‐based measurement of physical activity and sedentary behaviour

Alea Ruf, Andreas Reif, Ulrich Ebner‐Priemer, Silke Matura et al.
British Journal of Health Psychology
Physical Activity and Health
article

(Un)aware of change? Objective and subjective reactivity to the sensor‐based measurement of physical activity and sedentary behaviour

Alea Ruf, Andreas Reif, Ulrich Ebner‐Priemer, Silke Matura, Laura Maria König, Judith Gruber
article en

Abstract

OBJECTIVES: Despite being the gold standard for assessing physical activity (PA) under free-living conditions, accelerometer-based assessments are prone to measurement reactivity, that is, changes in people's cognitions, emotions or behaviour due to being measured. Little is known about whether participants are aware of these changes. This preregistered secondary analysis assesses objective and subjective reactivity to the sensor-based measurement of PA (steps, light PA [LPA], moderate-to-vigorous PA [MVPA]) and sedentary behaviour (SB) in adults with and without attention-deficit/hyperactivity disorder (ADHD), depression and insulin resistance. DESIGN: Intensive longitudinal design. METHODS: = 5.85) who wore an accelerometer for 7 days and self-reported whether they changed their PA due to the activity tracker (i.e. subjective measurement reactivity). Objective measurement reactivity was defined as decreases in PA and increases in SB. RESULTS: Multilevel models found small, but significant decreases of PA over the study period and from the first study day(s) to the remaining study days. Yet, over 90% of participants indicated to have (rather) not changed their PA. SB did not systematically change. Subjective measurement reactivity and clinical diagnoses were not related to measurement reactivity. CONCLUSIONS: Steps, LPA and MVPA, but not SB, systematically changed in line with common definitions of measurement reactivity. Yet, most participants were unaware of these changes, potentially because changes were small. Measurement reactivity may be predominantly driven by unconscious mechanisms and appears universal, with no differences found by diagnoses.

British Journal of Health PsychologyVol. 31(4)
Karlsruhe Institute of Technology (DE), Goethe University Frankfurt (DE), University of Vienna (AT), Heidelberg University (DE), Central Institute of Mental Health (DE), Fraunhofer Institute for Translational Medicine and Pharmacology (DE), University Hospital Frankfurt (DE), Medizinische Fakultät Mannheim
European Commission
Good health and well-being
Openalex Percentile: Top 14%
Physical Activity and Health
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.