Evidence map›Paper›PMID 40526596›Full record

ArticlePloS one2025

Analysis of consumer purchase intentions using functional near-infrared spectroscopy(fNIRS): A neuromarketing study on the aesthetic packaging of Korean red ginseng products.

SuJin Bak, Jaeyoung Shin, Daeun Kim, Sungkean Kim

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Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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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.

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

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study investigates the consumer behavior patterns for Korean red ginseng products using functional near-infrared spectroscopy (fNIRS), a neuroimaging device. By measuring brain activities, we aim to develop neuromarketing techniques and provide insights into consumer purchasing decisions influenced by the aesthetic features of product packaging.

methodsUsing an fNIRS device, we measured the hemodynamic responses of 50 healthy participants within the prefrontal cortex (PFC) during virtual purchase-response paradigm experiments. These experiments consisted of two scenarios depending on the purpose of purchasing red ginseng products; purchasing for self-consumption and purchasing as gifts for others. These two purchase scenarios were designed to elucidate the relationship between two purchasing scenarios and aesthetic product packaging.

resultsWe observed distinct differences in purchasing behavior between the two scenarios influenced by the packaging of red ginseng products. We found significantly higher prefrontal ∆HbO activation during the gift-giving condition (Task 1) compared to self-consumption (Task 2). Survey results also indicated greater purchase intention (M = 4.35) and great packaging satisfaction (M = 4.18) in Task 1 (p < 0.01) compared to Task 2. No significant differences were observed across gender or age groups. These findings suggest that packaging has a differentiated effect depending on the purchasing context.

conclusionsOur findings highlight the need for customized marketing strategies while proposing separate packaging designs for self-consumption and gifts. This study demonstrates the potential of neuromarketing technology based on fNIRS in predicting consumer behavior and improving marketing strategies. SIGNIFICANCE: Understanding the neural mechanisms of purchasing decisions enables Korean health functional food companies to align their marketing strategies with consumer preferences, thereby enhancing both sales performance and customer satisfaction.

Indexed as

Consumer BehaviorPanaxAdultEstheticsFemaleHumansIntentionMalePrefrontal CortexRepublic of KoreaSpectroscopy, Near-InfraredYoung Adult

Identifiers

PMID40526596
PMCPMC12173390

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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.