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NCT Number: NCT06850025

Heat Waves, Urban Heat Islands, and Wellbeing and Health: a Mobile Sensing Approach

The first objective of H3Sensing is to investigate outdoor environmental, building, dwelling, situational, and behavioral determinants of objectively assessed personal heat stress over daily movements during warm periods.

The second aim is to investigate how these heat stress determinants and momentary and cumulated heat stress itself are related to physiological indicators of heat stress, sleep, thermal discomfort, and well-being.

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Key information

Age range

30 year–64 year

Sex eligibility

All sexes

Study type

Observational

Primary location

Pierre Louis Institute of Epidemiology and Public Health

Paris, 75012, France

Location status: Recruiting

About this study

While the number of heat wave days in France will likely continue to increase over the century, extreme heat is associated with excess mortality and morbidity in urban heat islands. The first objective of H3Sensing is to investigate outdoor environmental, building, dwelling, situational, and behavioral determinants of objectively assessed personal heat stress over daily movements during warm periods. We will explore environmental determinants associated with micro-urban heat islands at an unprecedented level of accuracy; we will assess building and dwelling characteristics associated with in-home heat stress; and we will examine how daily activities (trips, etc.) and practices (how people dress, manage heat at home) contribute to heat stress. The second aim is to investigate how these heat stress determinants and momentary and cumulated heat stress itself are related to physiological indicators of heat stress, sleep, thermal discomfort, and well-being. One hundred eighty (180) participants recruited through internet advertisements will be followed over 4 day periods in March-May and then a second time in June-September 2025. Research assistants will use a detailed assessment sheet (defined from the a priori visit to 10 dwellings) to collect information on building and dwelling characteristics. Participants will carry a smartphone with a GPS receiver and the Eco Emo tracker application permitting to identify their trips and visited places and to collect additional information on these trips (including their access to air conditioned). GPS data will permit to dynamically assess exposures in participants' everyday mobility. To move beyond simplistic assessments of personal heat stress, we will assess it in an ambulatory way considering personal ambient temperature, humidity, wind speed, and radiant temperature combined into the universal thermal climate index. Additionally, a meteorological station will be placed in the bedroom, while sensors measuring solar flux will be installed outdoor on the windows and balcony. Participants will also carry two bracelets for the measurement of physiological parameters (blood pressure, skin temperature, galvanic skin response as a marker of sweating, and heart rate). As part of the VF++ project, core temperature data will be additionally collected in a subsample of participants (e.g., 20 participants). Personal thermal discomfort, well-being, and sleep quality will be self-reported on the smartphone using the Eco Emo tracker application. An a posteriori phone questionnaire will collect detailed information on heat-related practices and health impacts over the observation period. Analyses of short-term effects will use repeated measure models. Investigations of momentary objective heat stress as the outcome will use statistical techniques for complex mixtures to handle the wide set of exposures. Analyses of sleep quality, well-being, and physiological measures as the outcomes will use two complementary designs: fixed-effect analyses of matched observations in the warm and in the cooler periods for the same participants; and participant-level fixed-effect analyses of pooled observations in the warm period. H3Sensing brings together epidemiologists, urbanists, and climate scientists. As research-to-policy translation, experts in urbanism involved in the project will formulate concrete technical recommendations and will identify practical solutions (in a pedagogical document of synthesis) to help urban actors willing to integrate considerations related to urban heat islands in their urbanistic regulations, public policies, and urban planning projects.

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Person aged between 30-64 years
  • Person living in the Ile-de-France

Exclusion criteria

  • Person subject to a legal protection measure (safeguarding of justice, curatorship, guardianship)
  • Person deprived of liberty by a judicial or administrative decision,
  • Person with a major functional limitation affecting their spatial mobility
  • Person unable to complete a questionnaire
  • Known cardiovascular (other than hypertension) or cerebrovascular disease: personal history of myocardial infarction, rhythm disorders or stroke
  • People wearing a pacemaker or other implanted device, due to the risk of interference
  • Pregnant or breastfeeding woman
  • Person working night or shift
  • Person with a definite plan to move in the coming months (before the second collection during summer)
  • Person who initially refuses to participate in this second wave of the study
  • Person working outside the Ile de France

Treatment and study plan

Primary outcomes

  1. Ambulatory blood pressure

    Time frame: Measurement over 4 days, in two separate waves of 4 days

    Ambulatory blood pressure measured with a bracelet

  2. Skin temperature

    Time frame: Measurement over 4 days, in two separate waves of 4 days

    It is measured with a bracelet, in degrees. It provides important information on the interaction of the body with the heat environment.

  3. Accelerometry outcomes: total sleep time, sleep efficiency, and wake after sleep onset

    Time frame: These outcomes are collected for 5 successive nights in each of the two periods.

    These three accelerometry outcomes will be derived from a bracelet. Total sleep time is in hours and minutes. Sleep efficiency is a percentage. Wake after sleep onset is in minutes.

Secondary outcomes

  1. Personal heat stress measured with the Universal Thermal Climate Index

    Time frame: Measured continuously over 2 waves of 4 days

    This secondary outcome will be measured with a unique indicator called the Universal Thermal Climate Index. Although it is based on 4 parameters measured with wearable sensors (air temperature, humidity, radiant temperature, and air flow), it is measured in degree Celsius (so with a unique unit).

Study contacts

Contact information is provided by the study sponsor or research team.

Basile Chaix, PhD

CONTACT

[email protected]

00 33 6 68 30 00 55

Sponsors and collaborators

Lead sponsor

Institut National de la Santé Et de la Recherche Médicale, France

Other Gov

Registry information

Official study title

Heat Waves, Urban Heat Islands, and Wellbeing and Health: a Mobile Sensing Approach (H3Sensing)

Acronym: H3Sensing

Important dates

Study start
2025
Primary completion
2027
Study completion
2035
First posted
Feb 27, 2025
Registry last updated
Jul 31, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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