Evidence map›Paper›PMID 41339708›Full record

Observational studyJournal of exposure science & environmental epidemiology2026

Physiologically-relevant light exposure and light behaviour in Switzerland and Malaysia.

Anna M Biller, Johannes Zauner, Christian Cajochen, Marisa A Gerle, Vineetha Kalavally, Anas Mohamed, Lukas Rottländer, Ming-Yi Seah, Oliver Stefani, Manuel Spitschan

Abstract readObservational Study
In one paragraph

Observational study in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Guideline
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  7. Physiologically-relevant light exposure and light behaviour in Switzerland and Malaysia.Journal of exposure science & environmental epidemiology · 2026
    Observational
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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

10 authors.

Anna M Biller *Department of Health and Sport Sciences, Technical University of Munich, TUM School of Medicine and Health, Chronobiology & Health, Munich, Germany. anna.biller@tum.de.ORCID http://orcid.org/0000-0002-3673-8838
Johannes Zauner *Department of Health and Sport Sciences, Technical University of Munich, TUM School of Medicine and Health, Chronobiology & Health, Munich, Germany.ORCID http://orcid.org/0000-0003-2171-4566
Christian CajochenCentre for Chronobiology, University Psychiatric Clinics Basel (UPK), Basel, Switzerland.ORCID http://orcid.org/0000-0003-2699-7171
Marisa A GerleCentre for Chronobiology, University Psychiatric Clinics Basel (UPK), Basel, Switzerland.ORCID http://orcid.org/0009-0000-9159-1093
Vineetha KalavallyDepartment of Electrical and Computer Systems Engineering, Intelligent Lighting Laboratory, School of Engineering, Monash University Malaysia, Jalan Lagoon Selatan, 47500, Bandar Sunway, Selangor, Malaysia.ORCID http://orcid.org/0000-0002-3531-9076
Anas MohamedDepartment of Electrical and Computer Systems Engineering, Intelligent Lighting Laboratory, School of Engineering, Monash University Malaysia, Jalan Lagoon Selatan, 47500, Bandar Sunway, Selangor, Malaysia.ORCID http://orcid.org/0000-0001-5418-4501
Lukas RottländerCentre for Chronobiology, University Psychiatric Clinics Basel (UPK), Basel, Switzerland.ORCID http://orcid.org/0009-0007-9062-0113
Ming-Yi SeahDepartment of Electrical and Computer Systems Engineering, Intelligent Lighting Laboratory, School of Engineering, Monash University Malaysia, Jalan Lagoon Selatan, 47500, Bandar Sunway, Selangor, Malaysia.ORCID http://orcid.org/0009-0005-5409-5839
Oliver StefaniLucerne School of Engineering and Architecture, Lucerne University of Applied Sciences and Arts, Horw, Switzerland.ORCID http://orcid.org/0000-0003-3854-3222
Manuel SpitschanDepartment of Health and Sport Sciences, Technical University of Munich, TUM School of Medicine and Health, Chronobiology & Health, Munich, Germany.ORCID http://orcid.org/0000-0002-8572-9268

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLight synchronises the internal clock with the external light-dark cycle. Keeping this alignment benefits health and prevents diseases. Quantifying light exposure is, therefore, vital for effective prevention.

objectiveSince light exposure depends on photoperiod, culture, and behaviour, we investigated objective light exposure and individual light-related behaviour in Switzerland and Malaysia.

methodsIn this observational field study, participants (N = 39) wore a calibrated melanopic light logger at chest level for 30 consecutive days. At baseline and study end, the Pittsburgh Sleep Quality Index was assessed, and every 3 to 4 days, the Light Exposure Behaviour Assessment (LEBA) was filled.

resultsOur pre-registered analyses reveal that participants in Switzerland experienced brighter days (+3.16 times the average mel EDI) and spent more time (x1.9 times the duration) in daylight levels per hour of daylight, had ~1.5 h later bright light exposure in the afternoon, and stayed over 1 h longer in dim light conditions before bedtime. LEBA scores did not differ between Malaysia and Switzerland, and LEBA items were stable over time. LEBA items also correlated with objective light exposure variables in Switzerland but not Malaysia, with a medium effect size (range of absolute r = 0.32-0.48). SIGNIFICANCE: Our results highlight cultural and geographical differences in light exposure. We showed that subjective assessment of light-exposure behaviour can be related to actual light exposure and is ecologically informative, but this varies by culture. IMPACT: Light is a key environmental factor shaping human health, yet real-world exposure varies widely across geography and culture. In this study, we compared physiologically-relevant light exposure and self-reported light-related behaviour between Switzerland and Malaysia over a 30 day period using wearable sensors and questionnaires. We found that participants in Switzerland experienced brighter days and darker evenings than those in Malaysia, even after accounting for differences in photoperiod length. These differences reflect how climate, culture, and behaviour influence light exposure patterns. Our findings highlight the need to consider cultural and environmental context when developing recommendations and interventions to promote healthy light exposure in everyday life.

Indexed as

LightAdultCircadian RhythmFemaleHumansMalaysiaMaleMiddle AgedPhotoperiodSleepSleep QualitySwitzerlandYoung AdultCultural characteristicsIndividual differencesLightLightingPhotobiologyWearable technology

Identifiers

PMID41339708
PMCPMC12960204

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.