Evidence map›Paper›PMID 42197905›Full record

ArticleSensors (Basel, Switzerland)2026

Wearable Functional Near-Infrared Spectroscopy (fNIRS) Monitoring of Prefrontal Activation and Connectivity During Purpose-Driven Consumption.

Daeun Kim, SuJin Bak, Sungkean Kim, Jaeyoung Shin

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

4 authors.

Daeun KimDepartment of Applied Artificial Intelligence, Hanyang University, Ansan 15588, Republic of Korea.ORCID 0009-0003-8942-9371
SuJin BakAdvanced Institute of Convergence Technology, Suwon 16229, Republic of Korea.ORCID 0000-0001-6917-5560
Sungkean KimDepartment of Applied Artificial Intelligence, Hanyang University, Ansan 15588, Republic of Korea.
Jaeyoung ShinDepartment of AI Data Engineering, Korea National University of Transportation, Uiwang 16106, Republic of Korea.ORCID 0000-0003-2899-6893

Funding

Korea National University of Transportation n/a
6 · The paper itself

Abstract

This study investigated the cortical activation patterns and functional connectivity underlying human decision-making by comparing two distinct purchasing orientations: other-oriented consumption (OOC) and self-oriented consumption (SOC), using functional near-infrared spectroscopy (fNIRS) as a wearable neuroimaging modality. The results revealed significant temporal concentration differences in ∆HbO under the OOC condition in Ch06 (p < 0.05). The 15 fNIRS channels were mapped to seven anatomically defined regions of interest (ROIs) to better capture regional activation patterns and functional network properties. While global network metrics showed no significant differences, seed-based connectivity analysis revealed that the OOC condition elicited significantly stronger functional connectivity between the medial prefrontal cortex (ROI4) and the left lower PFC (ROI6, p < 0.05, d = 0.45). In summary, while the overall network efficiency remained stable across conditions, our findings highlight a spatially specific enhancement in functional connectivity centered on the PFC, indicating an increased cognitive load from engaging in complex social cognitive processes. These findings advance the understanding of neural correlates underlying human decision-making and demonstrate the utility of wearable monitoring using fNIRS for capturing cognitive state differences in human-centered decision contexts.

Indexed as

Prefrontal CortexWearable Electronic DevicesAdultBrain MappingDecision MakingFemaleHumansMaleSpectroscopy, Near-InfraredYoung AdultconsumptionfNIRSsocial cognitionwearable neuroimaging

Identifiers

PMID42197905
PMCPMC13210450

What OpenQuestion holds

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Registered trials

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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.