ArticleJournal of clinical epidemiology2021
Reducing bias in trials due to reactions to measurement: experts produced recommendations informed by evidence.
Article in Journal of clinical epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 49 citations in OpenAlex.
- Self-Care Interventions for Preventing Cardiovascular Diseases After Hypertensive Pregnancy Disorders: A Systematic Review and Meta-Analysis.BJOG : an international journal of obstetrics and gynaecology · 2025Pooled it
- Self-control strategies to reduce meat consumption: An ecological momentary intervention.Applied psychology. Health and well-being · 2026Trial
- Visual Biofeedback (VB) through Trans-Perineal Ultrasound (TPU) during the active second stage of labor to improve maternal childbirth satisfaction: protocol of a randomized controlled trial.BMC pregnancy and childbirth · 2026Trial
- Isolating the role of researcher observation on reactivity to the measurement of physical activity.Applied psychology. Health and well-being · 2025Trial
- Randomised pilot and feasibility trial of a group intervention for men who perpetrate intimate partner violence against women.BMC public health · 2024Trial
- Digital Medication Management in Polypharmacy—Findings of a Cluster-Randomized, Controlled Trial With a Stepped-Wedge Design in Primary Care Practices (AdAM).Deutsches Arzteblatt international · 2024Trial
- Effectiveness of an Online Programme to Tackle Individual's Meat Intake through SElf-regulation (OPTIMISE): A randomised controlled trial.European journal of nutrition · 2022Trial
- Effectiveness of a digital intervention versus alcohol information for online help-seekers in Sweden: a randomised controlled trial.BMC medicine · 2022Trial
- Promoting an active choice among physically inactive adults: a randomised web-based four-arm experiment.The international journal of behavioral nutrition and physical activity · 2022Trial
- Do adults with cardiovascular disease risk show meaningful reactivity to physical activity measurement? Coordinated analysis across six studies.British journal of health psychology · 2026Article
- Experiences of Using a Digital Text Messaging Intervention to Support Oral Medication Adherence for People Living With Type 2 Diabetes: Qualitative Process Evaluation.Journal of medical Internet research · 2025Article
- Physical Activity Measurement Reactivity Among Midlife Adults With Elevated Risk for Cardiovascular Disease: Protocol for Coordinated Analyses Across Six Studies.JMIR research protocols · 2025Article
- Feasibility and potential effect of a pilot blended digital behavior change intervention promoting sustainable diets over a year.Scientific reports · 2025Article
- Instructional design complexity and pop-up notification interference: effects on attention allocation and information retention in virtual classrooms.Frontiers in psychology · 2025Article
- Effect of very low-carbohydrate high-fat diet and high-intensity interval training on mental health-related indicators in individuals with excessive weight or obesity.Scientific reports · 2024Article
- Measurement Reactivity in Ecological Momentary Assessment Studies of Movement-Related Behaviors.Journal for the measurement of physical behaviour · 2024Article
- Effectiveness of internet-delivered dialectical behavior therapy skills training on executive functions among college students with borderline personality traits: a non-randomized controlled trial.Research in psychotherapy (Milano) · 2023Article
- Device-based physical activity measures for population surveillance-issues of selection bias and reactivity.Frontiers in sports and active living · 2023Article
- Article
- Supporting People With Type 2 Diabetes in the Effective Use of Their Medicine Through Mobile Health Technology Integrated With Clinical Care to Reduce Cardiovascular Risk: Protocol for an Effectiveness and Cost-effectiveness Randomized Controlled Trial.JMIR research protocols · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 7 institutions in 1 country.
Funding
Abstract
objectiveThis study (MEasurement Reactions In Trials) aimed to produce recommendations on how best to minimize bias from measurement reactivity (MR) in randomized controlled trials of interventions to improve health. STUDY DESIGN AND
settingThe MERIT study consisted of: (1) an updated systematic review that examined whether measuring participants had effects on participants' health-related behaviors, relative to no-measurement controls, and three rapid reviews to identify: (i) existing guidance on MR; (ii) existing systematic reviews of studies that have quantified the effects of measurement on behavioral or affective outcomes; and (iii) studies that have investigated the effects of objective measurements of behavior on health-related behavior; (2) a Delphi study to identify the scope of the recommendations; and (3) an expert workshop in October 2018 to discuss potential recommendations in groups.
resultsFourteen recommendations were produced by the expert group to: (1) identify whether bias is likely to be a problem for a trial; (2) decide whether to collect data about whether bias is likely to be a problem; (3) design trials to minimize the likelihood of this bias.
conclusionThese recommendations raise awareness of how and where taking measurements can produce bias in trials, and are thus helpful for trial design.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.