SynthesisJournal of clinical epidemiology2014
Systematic review of the Hawthorne effect: new concepts are needed to study research participation effects.
Synthesis in Journal of clinical epidemiology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 7 registered trials, which are not on this map. Cited by 1,048 papers, 7 of them syntheses 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.
A Psychometric Analysis of the Arabic Version of Oxford Knee Score Before and After Total Knee Arthroplasty in a Middle East Population and an Exploration of Outcomes Post-total Knee Arthroplasty in the Middle East
Impact of the Safe Childbirth Checklist on Health Worker Childbirth Practices in Luapula Province of Zambia
Giving Information Systematically and Transparently in Lung and GI Cancer
Giving Information Systematically and Transparently in Lung and GI Cancer Phase 2
Increasing Equity in Live Donor Kidney Transplantation Through Effective Patient-Provider Communication
Predict + Protect: A Randomized Controlled Trial Exploring the Effectiveness of a Predictive Health Education Intervention on the Adoption of Protective Behaviors Related to Influenza-like Illness (ILI)
Moxie: A Self-management Education and Support Program Using Advertising Principles to Reduce Rehospitalization for Cardiovascular-related Illnesses
Who cites it
1,048 citing papers in PubMed, 7 syntheses or guidelines pooled it, 2,567 citations in OpenAlex.
- Safety and Efficacy of Mesenchymal Stem Cell Therapy in Aging Frailty: A Systematic Review.International journal of molecular sciences · 2026Pooled it
- AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework.JMIR mental health · 2026Pooled it
- Evaluating the impact of video cameras on participant behaviour in research: a systematic review and meta-analysis.Systematic reviews · 2026Pooled it
- Impact of 4 Weeks or More Immersive Virtual Reality on Quality of Life and Physical Activity in Older Adults: Systematic Review and Meta-Analysis.JMIR aging · 2026Pooled it
- Effect of Educational and Behavioral Interventions on Medication-Overuse Headache: A Systematic Review and Meta-Analysis.Pain research & management · 2026Pooled it
- Enhancing Surgical Safety and Efficiency: Systematic Review and Single-Arm Meta-Analysis of Surgical Data Recorders.Journal of medical Internet research · 2025Pooled it
- Efficacy of bioactive glass-based desensitizer compared to other desensitizing agents or techniques in dentin hypersensitivity: a systematic review.BMC oral health · 2025Pooled it
- Satiety responsiveness following dietary exposure to ultra-processed foods differing in texture-derived eating rate: a secondary analysis of a randomized controlled crossover diet intervention.European journal of nutrition · 2026Trial
- Medication Adherence Behavior Assessed Using a Digital Bottle Cap: Retrospective Cohort Study.Journal of medical Internet research · 2026Trial
- User Engagement and Feature Preferences in an AI-Powered mHealth Intervention for Diabetes Prevention: Secondary Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- The pharmacogGENEtics in Youth Depression (GENE-YD) study for personalizing antidepressant pharmacotherapy for young Western Australians - A feasibility study.Translational psychiatry · 2026Trial
- Sustainability of implementation of health-promotion practice in primary healthcare: a non-randomized parallel group study.BMC health services research · 2026Trial
- Promoting Problem-Solving Among Low-Income Adults With Type 2 Diabetes: Cluster-Randomized Controlled Trial of a Mobile Health Intervention With SMS Text Messaging (Mobile Diabetes Detective).Journal of medical Internet research · 2026Trial
- Association of handgrip strength with the plasma metabolomic profile: secondary analysis of a protein intervention study.Metabolomics : Official journal of the Metabolomic Society · 2026Trial
- Evaluation of a Remote Therapeutic Monitoring Device and Integrated Care Platform in Outpatient Parenteral Antimicrobial Therapy.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026Trial
- Household determinants of observed handwashing among primary schoolchildren in Hebron, Palestine: a cross-sectional study.BMJ open · 2026Trial
- Procalcitonin testing combined with NEWS2 evaluation compared with usual care based on NEWS2 for identification of sepsis and antibiotic initiation in the emergency department in England and Wales (PRONTO): a multicentre, randomised, controlled, open-label, phase 3 trial.The Lancet. Respiratory medicine · 2026Trial
- Trial
- Assessing the Impact of a Training Intervention on Venous Compression Bandaging Application: A Factorial Design Randomised Trial.International wound journal · 2026Trial
- Effects of a Text Message-Based Lifestyle Intervention on HbA1c and Health Behaviors in Older Adults with Prediabetes.Nutrients · 2026Trial
988 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 1 country.
Funding
Abstract
objectivesThis study aims to (1) elucidate whether the Hawthorne effect exists, (2) explore under what conditions, and (3) estimate the size of any such effect. STUDY DESIGN AND
settingThis systematic review summarizes and evaluates the strength of available evidence on the Hawthorne effect. An inclusive definition of any form of research artifact on behavior using this label, and without cointerventions, was adopted.
resultsNineteen purposively designed studies were included, providing quantitative data on the size of the effect in eight randomized controlled trials, five quasiexperimental studies, and six observational evaluations of reporting on one's behavior by answering questions or being directly observed and being aware of being studied. Although all but one study was undertaken within health sciences, study methods, contexts, and findings were highly heterogeneous. Most studies reported some evidence of an effect, although significant biases are judged likely because of the complexity of the evaluation object.
conclusionConsequences of research participation for behaviors being investigated do exist, although little can be securely known about the conditions under which they operate, their mechanisms of effects, or their magnitudes. New concepts are needed to guide empirical studies.
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.