Evidence map›Paper›PMID 37627981›Full record

ReviewFoods (Basel, Switzerland)2023

The Application of Biometric Approaches in Agri-Food Marketing: A Systematic Literature Review.

Lei Cong, Siqiao Luan, Erin Young, Miranda Mirosa, Phil Bremer, Damir D Torrico

Abstract readReview
In one paragraph

Review in Foods (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

6 authors.

Lei CongDepartment of Agribusiness and Markets, Lincoln University, Lincoln 7647, New Zealand.ORCID 0000-0002-5430-7345
Siqiao LuanNew Zealand Food Safety and Science Research Centre, Palmerston North 4474, New Zealand.
Erin YoungNew Zealand Food Safety and Science Research Centre, Palmerston North 4474, New Zealand.ORCID 0000-0002-6875-9596
Miranda MirosaNew Zealand Food Safety and Science Research Centre, Palmerston North 4474, New Zealand.ORCID 0000-0002-4476-3793
Phil BremerNew Zealand Food Safety and Science Research Centre, Palmerston North 4474, New Zealand.ORCID 0000-0002-7890-8970
Damir D TorricoDepartment of Wine, Food and Molecular Biosciences, Lincoln University, Lincoln 7647, New Zealand.ORCID 0000-0003-1482-2438

Funding

Faculty of Agribusiness and Commerce, Lincoln University N.A.New Zealand - China Food Protection Network N.A.
6 · The paper itself

Abstract

A challenge in social marketing studies is the cognitive biases in consumers' conscious and self-reported responses. To help address this concern, biometric techniques have been developed to obtain data from consumers' implicit and non-verbal responses. A systematic literature review was conducted to explore biometric applications' role in agri-food marketing to provide an integrated overview of this topic. A total of 55 original research articles and four review articles were identified, classified, and reviewed. It was found that there is a steady growth in the number of studies applying biometric approaches, with eye-tracking being the dominant method used to investigate consumers' perceptions in the last decade. Most of the studies reviewed were conducted in Europe or the USA. Other biometric techniques used included facial expressions, heart rate, body temperature, and skin conductance. A wide range of scenarios concerning consumers' purchase and consumption behaviour for agri-food products have been investigated using biometric-based techniques, indicating their broad applicability. Our findings suggest that biometric techniques are expanding for researchers in agri-food marketing, benefiting both academia and industry.

Indexed as

agri-foodbiometricconsumer behavioureye-trackingmarketing

Identifiers

PMID37627981
PMCPMC10453770

What OpenQuestion holds

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LicenceCC BY
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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.