Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Introduction: Facial expression scoring has proven to be useful for pain evaluation in humans. In the last decade, equivalent scales have been developed for various animal species, including large domestic animals. The research question of this systematic review was as follows: is facial expression scoring (intervention) a valid method to evaluate pain (the outcome) in large domestic animals (population)?

Method: We searched two databases for relevant articles using the search string: "grimace scale" OR "facial expression" AND animal OR "farm animal" NOT "mouse" NOT "rat" NOT "laboratory animal." The risk of bias was estimated by adapting the Quality Assessment of Diagnostic Accuracy Studies (QUADAS) checklist.

Results: The search strategy extracted 30 articles, with the major share on equids and a considerable number on cows, pigs, and sheep. Most studies evaluated facial action units (FAUs), including the eye region, the orbital region, the cheek or the chewing muscles, the lips, the mouth, and the position of the ears. Interobserver reliability was tested in 21 studies. Overall FAU reliability was substantial, but there were differences for individual FAUs. The position of the ear had almost perfect interobserver reliability (interclass coefficient (ICC): 0.73-0.97). Validity was tested in five studies with the reported accuracy values ranging from 68.2 to 80.0%.

Discussion: This systematic review revealed that facial expression scores provide an easy method for learning and reliable test results to identify whether an animal is in pain or distress. Many studies lack a reference standard and a true control group. Further research is warranted to evaluate the test accuracy of facial expression scoring as a live pen side test.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763617PMC
http://dx.doi.org/10.3389/fvets.2022.1002681DOI Listing

Publication Analysis

Top Keywords

facial expression
20
large domestic
12
systematic review
12
expression scoring
12
evaluate pain
8
domestic animals
8
interobserver reliability
8
tested studies
8
facial
6
expression
5

Similar Publications

Purpose: The monotonous lighting environment in extra-long tunnels often induces mind-wandering in drivers. To address this issue, this study explores effective strategies to optimize tunnel lighting environments by configuring various background colors and special lighting zones to enhance the alertness of young drivers and ensure driving safety.

Methods: A virtual driving simulator was utilized to carry out the experiment.

View Article and Find Full Text PDF

The effect of face masks on confusion of emotional expressions.

PLoS One

September 2025

Department of Psychology & Sociology, Texas A&M University - Corpus Christi, Corpus Christi, Texas, United States of America.

While the use of personal protective equipment protects healthcare workers against transmissible disease, it also obscures the lower facial regions that are vital for transmitting emotion signals. Previous studies have found that face coverings can impair recognition of emotional expressions, particularly those that rely on signals from the lower regions of the face, such as disgust. Recent research on the individual differences that may influence expression recognition, such as emotional intelligence, has shown mixed results.

View Article and Find Full Text PDF

Unilateral facial palsy, a common type of facial paralysis, profoundly impacts individuals' daily functionality and quality of life. The current clinical diagnosis of facial paralysis primarily relies on the subjective judgment of doctors, and the development of automated detection methods is challenged by the lack of publicly available facial paralysis datasets and the inability to analyze different facial nerve branches. To address these problems, we propose a new benchmark named UPFG-SG for Unilateral Peripheral Facial Paralysis Severity Grading.

View Article and Find Full Text PDF

Facial nerve pathology: emerging strategies for regeneration and functional restoration.

J Mater Chem B

September 2025

Nebraska Translational Research Center (NTRC), Department of Growth and Development, College of Dentistry, University of Nebraska Medical Center, Joseph D. & Millie E. Williams Science Hall, 525 S 42nd St, Room No 3.0.010, Omaha, NE 68105-6040, USA.

Facial nerve injuries cause significant functional impairments, affect facial expressions, speech, and overall quality of life. This article explores advances in facial nerve regeneration, encompassing both conventional and emerging therapeutic strategies. The regenerative process involves Wallerian degeneration, axonal regrowth, and target muscle reinnervation, where the distal axon degrades and the proximal axon initiates sprouting to restore connectivity.

View Article and Find Full Text PDF

Communicative Social Intentions Modulate Emotional Mimicry Responses.

Psychophysiology

September 2025

Department of Psychology, Clinical Psychology and Psychotherapy, University of Regensburg, Regensburg, Germany.

Facial emotional expressions are interactive signals that communicate intentions. Previous research has shown that sending a facial emotional expression influences the evaluation of response expressions, but the mechanisms behind this effect remain unclear. In a preregistered experiment, 68 participants were asked to send an emoji (happy, neutral, and angry) to a virtual agent in front of them, whereupon the agent reacted with either a smiling or frowning facial expression.

View Article and Find Full Text PDF