Sensory professionals' perspective on the possibilities of using facial expression analysis in sensory and consumer research.

data emotions facial expression analysis skills

Journal

Food science & nutrition
ISSN: 2048-7177
Titre abrégé: Food Sci Nutr
Pays: United States
ID NLM: 101605473

Informations de publication

Date de publication:
Aug 2021
Historique:
received: 15 01 2021
revised: 17 05 2021
accepted: 18 05 2021
entrez: 17 8 2021
pubmed: 18 8 2021
medline: 18 8 2021
Statut: epublish

Résumé

The increase in digitalization, software applications, and computing power has widened the variety of tools with which to collect and analyze sensory data. As these changes continue to take place, examining new skills required among sensory professionals is needed. The aim with this study was to answer the following questions: (a) How did sensory professionals perceive the opportunities to utilize facial expression analysis in sensory evaluation work? (b) What skills did the sensory professionals describe they needed when utilizing facial expression analysis? Twenty-two sensory professionals from various food companies and universities were interviewed by using semistructural thematic interviews to map development intentions from facial expression recognition data as well as to describe the established skills that were needed. Participants' facial expressions were first elicited by an odor sample during a sensory evaluation task. The evaluation was video recorded to characterize a facial expression software response (FaceReader™). The participants were interviewed regarding their opinions of the data analysis the software produced. The study findings demonstrate how using facial expression analysis contains personal and field-specific perspectives. Recognizability, associativity, reflectivity, reliability, and suitability were perceived as a personal perspective. From the field-specific perspective, professionals considered the received data valuable only if they had skills to interpret and utilize it. There is a need for an increase in training not only in IT, mathematics, statistics, and problem-solving, but also in skills related to self-management and ethical responsibility.

Identifiants

pubmed: 34401076
doi: 10.1002/fsn3.2393
pii: FSN32393
pmc: PMC8358381
doi:

Types de publication

Journal Article

Langues

eng

Pagination

4254-4265

Informations de copyright

© 2021 The Authors. Food Science & Nutrition published by Wiley Periodicals LLC.

Déclaration de conflit d'intérêts

The authors declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the study reported.

Références

Annu Rev Psychol. 2007;58:373-403
pubmed: 17002554
Appetite. 2008 Mar-May;50(2-3):290-301
pubmed: 17945385
Food Res Int. 2018 Jun;108:237-245
pubmed: 29735053
Br J Educ Psychol. 2000 Mar;70 ( Pt 1):113-36
pubmed: 10765570
J Pers Soc Psychol. 1999 May;76(5):805-19
pubmed: 10353204

Auteurs

Ulriikka Savela-Huovinen (U)

Department of Economics and Management Faculty of Agriculture and Forestry University of Helsinki Helsinki Finland.

Auli Toom (A)

Centre for University Teaching and Learning Faculty of Educational Sciences University of Helsinki Helsinki Finland.

Antti Knaapila (A)

Department of Food and Nutrition Faculty of Agriculture and Forestry University of Helsinki Helsinki Finland.

Hanni Muukkonen (H)

Faculty of Education University of Oulu Oulu Finland.

Classifications MeSH