Evidence map›Paper›PMID 40791016›Full record

SynthesisDevelopmental psychobiology2025

Infrared Thermal Imaging (ITI), a Non-invasive Window Into Early Emotion Regulation: A Systematic Review.

Sarah Nazzari, Miriam Paola Pili, Ekin Çelik, Samuele Lucchin, Livio Provenzi

Abstract readSystematic Review
In one paragraph

Synthesis in Developmental psychobiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 2 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

5 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Review
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

5 authors.

Sarah NazzariDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.
Miriam Paola PiliDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.
Ekin ÇelikDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.
Samuele LucchinDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.
Livio ProvenziDepartment of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Investigating early emotion regulation abilities is crucial as they are key predictors of future socio-emotional development. Infrared thermal imaging (ITI) is a promising non-invasive technique for studying physiological regulation of socio-emotional states in children in both ecological and controlled settings. Despite its potential, no review has summarized the current evidence in the field. We performed a systematic review following the PRISMA guidelines to analyze temperature changes in response to socio-emotional stimuli in children aged 0-12 years. The search yielded 15 records, published between 1959 and 2023, including typically developing children (n = 13) and children with neurodevelopmental conditions (n = 2). The reviewed studies showed mixed results, with methodological quality ranging from weak to moderate. Temperature increases and decreases were reported across regions of interest, particularly in the face and hands, in response to negative and positive emotions elicited by face-to-face interactions and audio-visual stimuli. The limited evidence and methodological variability across studies prevent the identification of clear patterns in children's thermal responses to socio-emotional stimuli. Further rigorous research is needed to validate ITI as a reliable tool for exploring socio-emotional regulation in children with typical and atypical development.

Indexed as

Child DevelopmentEmotional RegulationEmotionsNeurodevelopmental DisordersThermographyChildChild, PreschoolHumansInfantInfant, Newbornautonomic nervous systemchilddevelopmentemotion regulationinfrared thermal imagingskin temperaturestress

Identifiers

PMID40791016
PMCPMC12340575

What OpenQuestion 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 OpenQuestion graph.