Observational studyJournal of exposure science & environmental epidemiology2026
Physiologically-relevant light exposure and light behaviour in Switzerland and Malaysia.
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.
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
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Ocular light and optical radiation exposure as a modifiable environmental determinant of health: expert consensus on research gaps and priorities.BMC medicine · 2026Guideline
- Analysis of real-world eye level light exposure through spectacle lens.Npj biological timing and sleep · 2026Article
- Associations between habitual light exposure-related behaviors and sleep timing and sleep complaints in an international community sample.Scientific reports · 2026Article
- Article
- Light Exposure as a Modifiable Determinant of Mental Health.Current psychiatry reports · 2026Review
- Auxiliary data, quality assurance and quality control for wearable light loggers and optical radiation dosimeters.Npj biological timing and sleep · 2026Article
- Physiologically-relevant light exposure and light behaviour in Switzerland and Malaysia.Journal of exposure science & environmental epidemiology · 2026Observational
- Article
- Collecting, detecting, and handling non-wear intervals in longitudinal light exposure data.Behavior research methods · 2026Article
- LightLogR: Reproducible analysis of personal light exposure data.Journal of open source software · 2025Article
- Physiologically relevant real-world light exposure and its behavioural and environmental determinants in Kumasi, Ghana.Open research Europe · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What Socratic 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 Socratic graph.