Evidence map›Paper›PMID 41998538›Full record

ArticleBMC public health2026

TwinAIR health study: protocol for a European multi-centred, longitudinal study on indoor environmental quality (IEQ) related health and well-being.

Jet Opbroek, Sarah Koch, Sara M Soto, Sílvia Borràs, Sofya Pozdniakova, Óscar Gonzalez, Anwar H Khan, Karin Eliasson, Antonis Papamanolis, Stylianos Karatzas and 4 more

Abstract readMulticenter Study
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Jet OpbroekBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain. jetje.opbroek@isglobal.org.
Sarah KochBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.
Sara M SotoBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.
Sílvia BorràsBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.
Sofya PozdniakovaBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.
Óscar GonzalezInstitute for Advanced Architecture of Catalonia (IAAC), Pujades 102, 08005, Barcelona, Spain.
Anwar H KhanSchool of Chemistry, University of Bristol, Bristol, BS8 1TS, UK.
Karin EliassonDepartment of Thematic Studies - Environmental Change, Linköping University, 581 83, Linköping, Sweden.
Antonis PapamanolisDepartment of Civil Engineering, University of Patras, Patras, Greece.
Stylianos KaratzasDepartment of Civil Engineering, University of Patras, Patras, Greece.
Despoina FytiliDepartment of Public Health, Occupational and Environmental Medicine Unit, Thriassio General Hospital, Genimata Avenue, 19600, Magoula, Greece.
Apostolos VantarakisDepartment of Public Health, Medical School, University of Patras, Patras, Greece.
Judith Garcia-AymerichBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.
Natalie MuellerBarcelona Institute for Global Health (ISGlobal), Doctor Aiguader 88, 08003, Barcelona, Spain.

Funding

TwinAIR project funded by EU Horizon Europe Program 101057779
6 · The paper itself

Abstract

backgroundThe term indoor environmental quality (IEQ) encompasses indoor air quality (IAQ), temperature, humidity, noise, and light. As people spend approximately 90% of their time indoors, at work, school, home, or during travel, understanding the relationship between IEQ and health is essential for health promotion, disease prevention, and sustainable building design and management. As part of the EU-funded TwinAIR project, the TwinAIR health study is a multi-centered, longitudinal investigation of how IEQ factors influence health and well-being across diverse European indoor spaces. This protocol describes a holistic study design integrating subjective and objective IEQ and health assessments and evaluating potential IEQ intervention effects.

methodsThe TwinAIR health study will recruit and longitudinally follow 900 participants across 45 indoor spaces in five European countries (Germany, Greece, Spain, Sweden, and the United Kingdom), spanning work, study, leisure, and transport settings. Continuously measured IEQ parameters, including light, noise, temperature, humidity, nitrogen dioxide (NO2), ozone (O3), carbon dioxide (CO2), particulate matter (PM), particle number (PN), typical particle size (TPS), total volatile organic compounds (TVOC), and formaldehyde (HCHO), are assessed using advanced sensors with one-minute resolution. Sensor data are integrated with software-based digital twins and a data management platform. Health and well-being data include questionnaires assessing IEQ perceptions, respiratory and allergic symptoms, general health, mental health, somatization, well-being, and productivity, alongside objective measures including spirometry and skin and nasal samples for microbiome and resistome analyses. Air purification interventions are implemented in selected indoor spaces. The longitudinal design enables evaluation of intervention effects on IEQ and occupant health and well-being. DISCUSSION: The TwinAIR health study addresses the growing impact of indoor environments on health and well-being and aims to elucidate the interactions between IEQ parameters, occupant behaviours, building management practices, and health outcomes, an area that remains comparatively understudied relative to outdoor environmental research. The study will generate actionable insights for creating and managing healthier indoor spaces using innovative sensing technologies and comprehensive health assessments. Findings will inform evidence-based strategies to guide healthier indoor space design and management in Europe and beyond.

Indexed as

Air Pollution, IndoorHealth StatusEnvironmental MonitoringEuropeHumansLongitudinal StudiesResearch DesignEpidemiologyIndoor Air QualityIndoor Environmental QualityLongitudinal StudyPublic HealthStudy Protocol

Identifiers

PMID41998538
PMCPMC13220406

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.