Abstract: Measurement of heart rate variability (HRV) is a non-invasive technique that can be used to investigate the functioning of the autonomic nervous system, especially the balance between sympathetic and vagal activity. It has been proven to be very useful in humans for both research and clinical studies concerned with cardiovascular diseases, diabetic autonomic dysfunction, hypertension and psychiatric and psychological disorders. Over the past decade, HRV has been used increasingly in animal research to analyse changes in sympathovagal balance related to diseases, psychological and environmental stressors or individual characteristics such as temperament and coping strategies. This paper discusses current and past HRV research in farm animals. First, it describes how cardiac activity is regulated and the relationships between HRV, sympathovagal balance and stress and animal welfare. Then it proceeds to outline the types of equipment and methodological approaches that have been adapted and developed to measure inter-beats intervals (IBI) and estimate HRV in farm animals. Finally, it discusses experiments and conclusions derived from the measurement of HRV in pigs, cattle, horses, sheep, goats and poultry. Emphasis has been placed on deriving recommendations for future research investigating HRV, including approaches for measuring and analysing IBI data. Data from earlier research demonstrate that HRV is a promising approach for evaluating stress and emotional states in animals. It has the potential to contribute much to our understanding and assessment of the underlying neurophysiological processes of stress responses and different welfare states in farm animals.
The Equine Research Bank provides access to a large database of publicly available scientific literature. Inclusion in the Research Bank does not imply endorsement of study methods or findings by Mad Barn.
This research summary has been generated with artificial intelligence and may contain errors and omissions. Refer to the original study to confirm details provided. Submit correction.
The research article explores the effectiveness of using heart rate variability (HRV) as a measure of stress and welfare in farm animals.
Regulation of Cardiac Activity
The study kicks off by elaborating the regulation of cardiac activity. The autonomic nervous system, consisting of sympathetic and vagal activity, is responsible for controlling the heart rate. The sympathetic nervous system accelerates heart rate while the vagal (part of the parasympathetic nervous system) slows it down.
HRV and Sympathovagal Balance
The paper further elaborates on the link between HRV, sympathovagal balance, and stress. The balance between the two nervous systems fluctuates in response to different physiological and psychological states, thus changing the heart rate variability.
The changes in HRV can signify stress and hence the overall welfare of the farm animals.
Measurement Techniques
The research explores the diverse range of equipment and methodologies used tomeasure inter-beat intervals (IBI) and calculate HRV in farm animals.
HRV Measurement in Various Animals
The paper provides a detailed discussion of various experiments and conclusions derived from measuring HRV in pigs, cattle, horses, sheep, goats, and poultry.
Recommendations and Findings
Researchers underline the need for a standardized approach in measuring and analyzing IBI data.
The research concludes that HRV is a promising way to measure and analyze stress and emotional states in animals.
It suggests that HRV can greatly improve understanding and assessment of neurophysiological processes related to stress responses and welfare states in farm animals.
Cite This Article
APA
von Borell E, Langbein J, Després G, Hansen S, Leterrier C, Marchant J, Marchant-Forde R, Minero M, Mohr E, Prunier A, Valance D, Veissier I.
(2007).
Heart rate variability as a measure of autonomic regulation of cardiac activity for assessing stress and welfare in farm animals — a review.
Physiol Behav, 92(3), 293-316.
https://doi.org/10.1016/j.physbeh.2007.01.007
Institute of Agricultural and Nutritional Sciences, Martin-Luther-University Halle-Wittenberg, 06108 Halle, Germany. eberhard.vonborell@landw.uni-halle.de
Langbein, Jan
Després, Gérard
Hansen, Sven
Leterrier, Christine
Marchant, Jeremy
Marchant-Forde, Ruth
Minero, Michela
Mohr, Elmar
Prunier, Armelle
Valance, Dorothée
Veissier, Isabelle
MeSH Terms
Animal Welfare
Animals
Animals, Domestic / physiology
Autonomic Nervous System / physiopathology
Heart Rate / physiology
Stress, Psychological / diagnosis
Stress, Psychological / physiopathology
Citations
This article has been cited 249 times.
Cohen S, Ho C. Review of Rat (Rattus norvegicus), Mouse (Mus musculus), Guinea pig (Cavia porcellus), and Rabbit (Oryctolagus cuniculus) Indicators for Welfare Assessment. Animals (Basel) 2023 Jun 30;13(13).
Koenneker K, Schulze M, Pieper L, Jung M, Schmicke M, Beyer F. Comparative Assessment of the Stress Response of Cattle to Common Dairy Management Practices. Animals (Basel) 2023 Jun 26;13(13).
Seganfreddo S, Fornasiero D, De Santis M, Mutinelli F, Normando S, Contalbrigo L. A Pilot Study on Behavioural and Physiological Indicators of Emotions in Donkeys. Animals (Basel) 2023 Apr 25;13(9).
Sommer DM, Young JM, Sun X, López-Martínez G, Byrd CJ. Are infrared thermography, feeding behavior, and heart rate variability measures capable of characterizing group-housed sow social hierarchies?. J Anim Sci 2023 Jan 3;101.
Silva FG, Conceição C, Pereira AMF, Cerqueira JL, Silva SR. Literature Review on Technological Applications to Monitor and Evaluate Calves' Health and Welfare. Animals (Basel) 2023 Mar 24;13(7).
De Santis M, Seganfreddo S, Greco A, Normando S, Benedetti D, Mutinelli F, Contalbrigo L. Donkey Heart Rate and Heart Rate Variability: A Scoping Review. Animals (Basel) 2023 Jan 25;13(3).
Sanmiguel RA, Dedousi A, López JD, Sierra DA, Sossidou EN. Effects of feeds, supplemented with humic substances and calcium carbonate, on performance, egg quality and heart rate variability in laying hens. Vet Res Forum 2022;13(4):461-467.
Tiemann I, Fijn LB, Bagaria M, Langen EMA, van der Staay FJ, Arndt SS, Leenaars C, Goerlich VC. Glucocorticoids in relation to behavior, morphology, and physiology as proxy indicators for the assessment of animal welfare. A systematic mapping review. Front Vet Sci 2022;9:954607.
Turini L, Bonelli F, Lanatà A, Vitale V, Nocera I, Sgorbini M, Mele M. Validation of a new smart textiles biotechnology for heart rate variability monitoring in sheep. Front Vet Sci 2022;9:1018213.
Lv Y, Wu J, Xu Y, Pu S, Li C, Du D. Musical therapy attenuates neuroma pain by modifying leptin expression. BMC Complement Med Ther 2022 Dec 1;22(1):316.
Söbbeler FJ, Wendt S, Briese A, Tünsmeier J, Waldmann KH, Kästner SBR, von Altrock A. Comparative Study of Pain-Related Responses of Male Piglets up to Seven Days of Age to the Application of Different Local Anaesthetics and Subsequent Castration. Animals (Basel) 2022 Oct 19;12(20).
Hamlaoui A, Keeling L, Burman O, Verbeek E. Investigating attentional scope as a novel indicator of emotional state in animals. Sci Rep 2022 Oct 19;12(1):17452.
Onanga M, Joanny S, Rivals I, Perger E, Arnulf I, Redolfi S, Sevoz-Couche C. Screening of obstructive sleep apnea syndrome by the deep breathing technique. J Clin Sleep Med 2023 Feb 1;19(2):293-302.
Nielsen SS, Alvarez J, Bicout DJ, Calistri P, Canali E, Drewe JA, Garin-Bastuji B, Gonzales Rojas JL, Schmidt CG, Michel V, Miranda Chueca MÁ, Padalino B, Pasquali P, Roberts HC, Spoolder H, Stahl K, Velarde A, Viltrop A, Winckler C, Earley B, Edwards S, Faucitano L, Marti S, de La Lama GCM, Costa LN, Thomsen PT, Ashe S, Mur L, Van der Stede Y, Herskin M. Welfare of pigs during transport. EFSA J 2022 Sep;20(9):e07445.
Nielsen SS, Alvarez J, Bicout DJ, Calistri P, Canali E, Drewe JA, Garin-Bastuji B, Gonzales Rojas JL, Gortázar Schmidt C, Michel V, Miranda Chueca MÁ, Padalino B, Pasquali P, Roberts HC, Spoolder H, Stahl K, Velarde A, Viltrop A, Winckler C, Earley B, Edwards S, Faucitano L, Marti S, Miranda de La Lama GC, Costa LN, Thomsen PT, Ashe S, Mur L, Van der Stede Y, Herskin M. Welfare of equidae during transport. EFSA J 2022 Sep;20(9):e07444.
Wascher CAF, Arnold W, Kotrschal K. Effects of severe anthropogenic disturbance on the heart rate and body temperature in free-living greylag geese (Anser anser). Conserv Physiol 2022;10(1):coac050.
Zigmantaitė V, Jonušaitė E, Grigalevičiūtė R, Kučinskas A, Treinys R, Navalinskas A, Žvikas V, Jakštas V, Pudžiuvelytė L, Bernatonienė J, Mačianskienė R, Jurevičius J. Evaluation of the Cardiac Electrophysiological and Haemodynamic Effects of Elsholtzia ciliata Essential Oil on Swine. Pharmaceuticals (Basel) 2022 Aug 10;15(8).
Grigg EK, Liu S, Dempsey DG, Wong K, Bain M, Sollers JJ, Haddock R, Kogan LR, Barnhard JA, Tringali AA, Thigpen AP, Hart LA. Assessing the Relationship Between Emotional States of Dogs and Their Human Handlers, Using Simultaneous Behavioral and Cardiac Measures. Front Vet Sci 2022;9:897287.
Castillo G, Gaitero L, Fonfara S, Czura CJ, Monteith G, James F. Transcutaneous Cervical Vagus Nerve Stimulation Induces Changes in the Electroencephalogram and Heart Rate Variability of Healthy Dogs, a Pilot Study. Front Vet Sci 2022;9:878962.
Diel F, Rauch E, Palme R, Sauter-Louis C, Zeiler E. Exploring the Evacuation of Dairy Cattle at Night in Collaboration with the Fire Brigade: How to Prepare Openings for Swift Rescue in Case of Barn Fire. Animals (Basel) 2022 May 25;12(11).
Somppi S, Törnqvist H, Koskela A, Vehkaoja A, Tiira K, Väätäjä H, Surakka V, Vainio O, Kujala MV. Dog-Owner Relationship, Owner Interpretations and Dog Personality Are Connected with the Emotional Reactivity of Dogs. Animals (Basel) 2022 May 24;12(11).
Johnston CH, Whittaker AL, Franklin SH, Hutchinson MR. The Neuroimmune Interface and Chronic Pain Through the Lens of Production Animals. Front Neurosci 2022;16:887042.
Parois SP, Van Der Zande LE, Knol EF, Kemp B, Rodenburg TB, Bolhuis JE. Effects of a Multi-Suckling System Combined With Enriched Housing Post-Weaning on Response and Cognitive Resilience to Isolation. Front Vet Sci 2022;9:868149.
Menchetti L, Iaboni M, Santoro MM, Guelfi G, Diverio S. How Do Avalanche Dogs (and Their Handlers) Cope with Physical Exercise? Heart Rate Changes during Endurance in a Snowy Environment. Animals (Basel) 2022 Jan 11;12(2).
Grigg EK, Ueda Y, Walker AL, Hart LA, Simas S, Stern JA. Comparative Assessment of Heart Rate Variability Obtained via Ambulatory ECG and Polar Heart Rate Monitors in Healthy Cats: A Pilot Study. Front Vet Sci 2021;8:741583.
Wang YC, Wang CC, Yao YH, Wu WT. Identification of a High-Risk Group of New-Onset Cardiovascular Disease in Occupational Drivers by Analyzing Heart Rate Variability. Int J Environ Res Public Health 2021 Oct 31;18(21).
Fuentes S, Gonzalez Viejo C, Tongson E, Lipovetzky N, Dunshea FR. Biometric Physiological Responses from Dairy Cows Measured by Visible Remote Sensing Are Good Predictors of Milk Productivity and Quality through Artificial Intelligence. Sensors (Basel) 2021 Oct 14;21(20).
Luna D, González C, Byrd CJ, Palomo R, Huenul E, Figueroa J. The Effect of Demonstrator Social Rank on the Attentiveness and Motivation of Pigs to Positively Interact with Their Human Caretakers. Animals (Basel) 2021 Jul 20;11(7).
Kitajima K, Oishi K, Miwa M, Anzai H, Setoguchi A, Yasunaka Y, Himeno Y, Kumagai H, Hirooka H. Effects of Heat Stress on Heart Rate Variability in Free-Moving Sheep and Goats Assessed With Correction for Physical Activity. Front Vet Sci 2021;8:658763.
Twiss SD, Brannan N, Shuert CR, Bishop AM, Pomeroy PP, Moss S. An external telemetry system for recording resting heart rate variability and heart rate in free-ranging large wild mammals. PLoS One 2021;16(6):e0252013.
Tschoner T. Methods for Pain Assessment in Calves and Their Use for the Evaluation of Pain during Different Procedures-A Review. Animals (Basel) 2021 Apr 25;11(5).
Wang M, Youssef A, Larsen M, Rault JL, Berckmans D, Marchant-Forde JN, Hartung J, Bleich A, Lu M, Norton T. Contactless Video-Based Heart Rate Monitoring of a Resting and an Anesthetized Pig. Animals (Basel) 2021 Feb 8;11(2).
Tuozzi A, Arhant C, Anderle K, Backes J, Cords C, Magierski V, Rault JL, Windschnurer I. Effects of Human Presence and Voice on the Behaviour of Shelter Dogs and Cats: A Preliminary Study. Animals (Basel) 2021 Feb 5;11(2).
Luna D, González C, Byrd CJ, Palomo R, Huenul E, Figueroa J. Do Domestic Pigs Acquire a Positive Perception of Humans through Observational Social Learning?. Animals (Basel) 2021 Jan 8;11(1).
Jean-Joseph H, Kortekaas K, Range F, Kotrschal K. Context-Specific Arousal During Resting in Wolves and Dogs: Effects of Domestication?. Front Psychol 2020;11:568199.
Leliveld LMC, Düpjan S, Tuchscherer A, Puppe B. Hemispheric Specialization for Processing the Communicative and Emotional Content of Vocal Communication in a Social Mammal, the Domestic Pig. Front Behav Neurosci 2020;14:596758.
Aoki T, Itoh M, Chiba A, Kuwahara M, Nogami H, Ishizaki H, Yayou KI. Heart rate variability in dairy cows with postpartum fever during night phase. PLoS One 2020;15(11):e0242856.
Herbel J, Aurich J, Gautier C, Melchert M, Aurich C. Stress Response of Beagle Dogs to Repeated Short-Distance Road Transport. Animals (Basel) 2020 Nov 14;10(11).
Cruz-Aleixo AS, Castro Ferreira Lima M, Holanda DE Albuquerque AL, Tortorelli Teixeira R, Alves DE Paula R, Grandi MC, Laurenti Ferreira DO, Harumi Tsunemi M, Biagio Chiacchio S, Gomes LourenÇo ML. Heart rate variability in Dorper sheep in the fetal and neonatal periods until 120 days of age: Use of the technique in the field. J Vet Med Sci 2021 Jan 14;83(1):17-27.
Lange A, Bauer L, Futschik A, Waiblinger S, Lürzel S. Talking to Cows: Reactions to Different Auditory Stimuli During Gentle Human-Animal Interactions. Front Psychol 2020;11:579346.
Panzera M, Alberghina D, Statelli A. Ethological and Physiological Parameters Assessment in Donkeys Used in Animal Assisted Interventions. Animals (Basel) 2020 Oct 13;10(10).
Alfonso A, Le Sueur ANV, Geraldes SS, Guimarães-Okamoto PTC, Tsunemi MH, Santana DF, Ribeiro VRF, Melchert A, Chiacchio SB, Lourenço MLG. Heart Rate Variability and Electrocardiographic Parameters Predictive of Arrhythmias in Dogs with Stage IV Chronic Kidney Disease Undergoing Intermittent Haemodialysis. Animals (Basel) 2020 Oct 8;10(10).
Csoltova E, Mehinagic E. Where Do We Stand in the Domestic Dog ( Canis familiaris ) Positive-Emotion Assessment: A State-of-the-Art Review and Future Directions. Front Psychol 2020;11:2131.
Brito LF, Oliveira HR, McConn BR, Schinckel AP, Arrazola A, Marchant-Forde JN, Johnson JS. Large-Scale Phenotyping of Livestock Welfare in Commercial Production Systems: A New Frontier in Animal Breeding. Front Genet 2020;11:793.
Pellegrino PR, Zucker IH, Chatzizisis YS, Wang HJ, Schiller AM. Quantification of Renal Sympathetic Vasomotion as a Novel End Point for Renal Denervation. Hypertension 2020 Oct;76(4):1247-1255.
Pongkan W, Jitnapakarn W, Phetnoi W, Punyapornwithaya V, Boonyapakorn C. Obesity-Induced Heart Rate Variability Impairment and Decreased Systolic Function in Obese Male Dogs. Animals (Basel) 2020 Aug 10;10(8).
Youssef A, Peña Fernández A, Wassermann L, Biernot S, Wittauer EM, Bleich A, Hartung J, Berckmans D, Norton T. An Approach towards Motion-Tolerant PPG-Based Algorithm for Real-Time Heart Rate Monitoring of Moving Pigs. Sensors (Basel) 2020 Jul 30;20(15).
Fleming PA, Wickham SL, Dunston-Clarke EJ, Willis RS, Barnes AL, Miller DW, Collins T. Review of Livestock Welfare Indicators Relevant for the Australian Live Export Industry. Animals (Basel) 2020 Jul 21;10(7).
Lay DC Jr, Sapkota A, Enneking SA. Testing the feasibility of using a conveyor belt to load weanling and nursery pigs for transportation. Transl Anim Sci 2017 Sep;1(3):287-295.
More S, Bicout D, Bøtner A, Butterworth A, Calistri P, Depner K, Edwards S, Garin-Bastuji B, Good M, Gortázar Schmidt C, Miranda MA, Saxmose Nielsen S, Velarde A, Thulke HH, Sihvonen L, Spoolder H, Stegeman JA, Raj M, Willeberg P, Winckler C, Marano R, Verdonck F, Candiani D, Michel V. Guidance on the assessment criteria for applications for new or modified stunning methods regarding animal protection at the time of killing. EFSA J 2018 Jul;16(7):e05343.
More S, Bicout D, Bøtner A, Butterworth A, Calistri P, Depner K, Edwards S, Garin-Bastuji B, Good M, Gortazar Schmidt C, Miranda MA, Nielsen SS, Sihvonen L, Spoolder H, Willeberg P, Raj M, Thulke HH, Velarde A, Vyssotski A, Winckler C, Cortiñas Abrahantes J, Garcia A, Muñoz Guajardo I, Zancanaro G, Michel V. Low atmospheric pressure system for stunning broiler chickens. EFSA J 2017 Dec;15(12):e05056.
Sutherland MA, Worth GM, Dowling SK, Lowe GL, Cave VM, Stewart M. Evaluation of infrared thermography as a non-invasive method of measuring the autonomic nervous response in sheep. PLoS One 2020;15(5):e0233558.
Nie L, Berckmans D, Wang C, Li B. Is Continuous Heart Rate Monitoring of Livestock a Dream or Is It Realistic? A Review. Sensors (Basel) 2020 Apr 17;20(8).
Uceda DE, Zhu XY, Woollard JR, Ferguson CM, Patras I, Carlson DF, Asirvatham SJ, Lerman A, Lerman LO. Accumulation of Pericardial Fat Is Associated With Alterations in Heart Rate Variability Patterns in Hypercholesterolemic Pigs. Circ Arrhythm Electrophysiol 2020 Apr;13(4):e007614.
Navarro G, Col R, Phillips CJC. Effects of Doubling the Standard Space Allowance on Behavioural and Physiological Responses of Sheep Experiencing Regular and Irregular Floor Motion during Simulated Sea Transport. Animals (Basel) 2020 Mar 12;10(3).
Lange A, Franzmayr S, Wisenöcker V, Futschik A, Waiblinger S, Lürzel S. Effects of Different Stroking Styles on Behaviour and Cardiac Parameters in Heifers. Animals (Basel) 2020 Mar 4;10(3).
Palagi E, Cordoni G. Intraspecific Motor and Emotional Alignment in Dogs and Wolves: The Basic Building Blocks of Dog-Human Affective Connectedness. Animals (Basel) 2020 Feb 3;10(2).
Wang P, Ma Y, Liang F, Zhang Y, Yu X, Li Z, An Q, Lv H, Wang J. Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar. Animals (Basel) 2020 Jan 25;10(2).
Mohino-Herranz I, Gil-Pita R, Rosa-Zurera M, Seoane F. Activity Recognition Using Wearable Physiological Measurements: Selection of Features from a Comprehensive Literature Study. Sensors (Basel) 2019 Dec 13;19(24).
Scoley G, Gordon A, Morrison S. Performance and Behavioural Responses of Group Housed Dairy Calves to Two Different Weaning Methods. Animals (Basel) 2019 Nov 1;9(11).
Bálint A, Eleőd H, Körmendi J, Bódizs R, Reicher V, Gácsi M. Potential Physiological Parameters to Indicate Inner States in Dogs: The Analysis of ECG, and Respiratory Signal During Different Sleep Phases. Front Behav Neurosci 2019;13:207.
Scoley G, Gordon A, Morrison S. Using Non-Invasive Monitoring Technologies to Capture Behavioural, Physiological and Health Responses of Dairy Calves to Different Nutritional Regimes during the First Ten Weeks of Life. Animals (Basel) 2019 Oct 2;9(10).
Wang S, Giller K, Hillmann E, Marquardt S, Schwarm A. Effect of supplementation of pelleted hazel (Corylus avellana) leaves on blood antioxidant activity, cellular immune response, and heart beat parameters in sheep1. J Anim Sci 2019 Nov 4;97(11):4496-4502.
Katayama M, Kubo T, Yamakawa T, Fujiwara K, Nomoto K, Ikeda K, Mogi K, Nagasawa M, Kikusui T. Emotional Contagion From Humans to Dogs Is Facilitated by Duration of Ownership. Front Psychol 2019;10:1678.
Rodrigues LD, Oliveira LF, Shinoda L, Scorza CA, Faber J, Ferraz HB, Britto LRG, Scorza FA. Cardiovascular alterations in rats with Parkinsonism induced by 6-OHDA and treated with Domperidone. Sci Rep 2019 Jun 20;9(1):8965.
Zhang H, Gutruf P, Meacham K, Montana MC, Zhao X, Chiarelli AM, Vázquez-Guardado A, Norris A, Lu L, Guo Q, Xu C, Wu Y, Zhao H, Ning X, Bai W, Kandela I, Haney CR, Chanda D, Gereau RW 4th, Rogers JA. Wireless, battery-free optoelectronic systems as subdermal implants for local tissue oximetry. Sci Adv 2019 Mar;5(3):eaaw0873.
Benn AL, McLelland DJ, Whittaker AL. A Review of Welfare Assessment Methods in Reptiles, and Preliminary Application of the Welfare Quality(®) Protocol to the Pygmy Blue-Tongue Skink, Tiliqua adelaidensis, Using Animal-Based Measures. Animals (Basel) 2019 Jan 17;9(1).
Ashtiyani M, Navaei Lavasani S, Asgharzadeh Alvar A, Deevband MR. Heart Rate Variability Classification using Support Vector Machine and Genetic Algorithm. J Biomed Phys Eng 2018 Dec;8(4):423-434.
Meléndez DM, Marti S, Pajor EA, Sidhu PK, Gellatly D, Moya D, Janzen ED, Coetzee JF, Schwartzkopf-Genswein KS. Effect of meloxicam and lidocaine administered alone or in combination on indicators of pain and distress during and after knife castration in weaned beef calves. PLoS One 2018;13(11):e0207289.
Parois SP, Cabezón FA, Schinckel AP, Johnson JS, Stwalley RM, Marchant-Forde JN. Effect of Floor Cooling on Behavior and Heart Rate of Late Lactation Sows Under Acute Heat Stress. Front Vet Sci 2018;5:223.
Oishi K, Himeno Y, Miwa M, Anzai H, Kitajima K, Yasunaka Y, Kumagai H, Ieiri S, Hirooka H. Correcting the Activity-Specific Component of Heart Rate Variability Using Dynamic Body Acceleration Under Free-Moving Conditions. Front Physiol 2018;9:1063.
Henzen A, Gygax L. Weak General but No Specific Habituation in Anticipating Stimuli of Presumed Negative and Positive Valence by Weaned Piglets. Animals (Basel) 2018 Aug 22;8(9).
Wierig M, Mandtler LP, Rottmann P, Stroh V, Müller U, Büscher W, Plümer L. Recording Heart Rate Variability of Dairy Cows to the Cloud-Why Smartphones Provide Smart Solutions. Sensors (Basel) 2018 Aug 3;18(8).
Franzini de Souza CC, Dias DPM, de Souza RN, de Medeiros MA. Use of behavioural and physiological responses for scoring sound sensitivity in dogs. PLoS One 2018;13(8):e0200618.
Kovács L, Kézér FL, Ruff F, Jurkovich V, Szenci O. Heart rate, cardiac vagal tone, respiratory rate, and rectal temperature in dairy calves exposed to heat stress in a continental region. Int J Biometeorol 2018 Oct;62(10):1791-1797.
Varga B, Gergely A, Galambos Á, Kis A. Heart Rate and Heart Rate Variability during Sleep in Family Dogs (Canis familiaris). Moderate Effect of Pre-Sleep Emotions. Animals (Basel) 2018 Jul 2;8(7).
Herskin MS, Nielsen BH. Welfare Effects of the Use of a Combination of Local Anesthesia and NSAID for Disbudding Analgesia in Dairy Calves-Reviewed Across Different Welfare Concerns. Front Vet Sci 2018;5:117.
Biobaku KT, Omobowale TO, Akeem AO, Aremu A, Okwelum N, Adah AS. Use of goat interleukin-6, cortisol, and some biomarkers to evaluate clinical suitability of two routes of ascorbic acid administration in transportation stress. Vet World 2018 May;11(5):674-680.
Virtanen J, Somppi S, Törnqvist H, Jeyhani V, Fiedler P, Gizatdinova Y, Majaranta P, Väätäjä H, Valldeoriola Cardó A, Lekkala J, Tuukkanen S, Surakka V, Vainio O, Vehkaoja A. Evaluation of Dry Electrodes in Canine Heart Rate Monitoring. Sensors (Basel) 2018 May 30;18(6).
Al-Omar S, Le Rolle V, Beuchée A, Samson N, Praud JP, Carrault G. Assessment of tobacco smoke effects on neonatal cardiorespiratory control using a semi-automated processing approach. Med Biol Eng Comput 2018 Nov;56(11):2025-2037.
Jain-Schlaepfer S, Fakan E, Rummer JL, Simpson SD, McCormick MI. Impact of motorboats on fish embryos depends on engine type. Conserv Physiol 2018;6(1):coy014.
Bun C, Watanabe Y, Uenoyama Y, Inoue N, Ieda N, Matsuda F, Tsukamura H, Kuwahara M, Maeda KI, Ohkura S, Pheng V. Evaluation of heat stress response in crossbred dairy cows under tropical climate by analysis of heart rate variability. J Vet Med Sci 2018 Feb 2;80(1):181-185.
Siegrist J, Li J. Work Stress and Altered Biomarkers: A Synthesis of Findings Based on the Effort-Reward Imbalance Model. Int J Environ Res Public Health 2017 Nov 10;14(11).
Cho D, Ham J, Oh J, Park J, Kim S, Lee NK, Lee B. Detection of Stress Levels from Biosignals Measured in Virtual Reality Environments Using a Kernel-Based Extreme Learning Machine. Sensors (Basel) 2017 Oct 24;17(10).
Johns J, Masneuf S, Patt A, Hillmann E. Regular Exposure to Cowbells Affects the Behavioral Reactivity to a Noise Stimulus in Dairy Cows. Front Vet Sci 2017;4:153.
Krause A, Puppe B, Langbein J. Coping Style Modifies General and Affective Autonomic Reactions of Domestic Pigs in Different Behavioral Contexts. Front Behav Neurosci 2017;11:103.
Doerfler RL, Lehermeier C, Kliem H, Möstl E, Bernhardt H. Physiological and Behavioral Responses of Dairy Cattle to the Introduction of Robot Scrapers. Front Vet Sci 2016;3:106.
Sun G, Shinba T, Kirimoto T, Matsui T. An Objective Screening Method for Major Depressive Disorder Using Logistic Regression Analysis of Heart Rate Variability Data Obtained in a Mental Task Paradigm. Front Psychiatry 2016;7:180.
Mayengbam P, Tolenkhomba TC, Upadhyay RC. Expression of heat-shock protein 72 mRNA in relation to heart rate variability of Sahiwal and Karan-Fries in different temperature-humidity indices. Vet World 2016 Oct;9(10):1051-1055.
Fischer CP, Romero LM. The use of α- or β-blockers to ameliorate the chronic stress of captivity in the house sparrow (Passer domesticus). Conserv Physiol 2016;4(1):cow049.
Patt A, Gygax L, Wechsler B, Hillmann E, Langbein J, Keil NM. Context Specificity of the ANS Stress Response during Two Regrouping Experiments in Goats. Front Vet Sci 2016;3:58.
Pieritz K, Süssenbach P, Rief W, Euteneuer F. Subjective Social Status and Cardiovascular Reactivity: An Experimental Examination. Front Psychol 2016;7:1091.
Sun Y, Lian X, Bo Y, Guo Y, Yan P. Effects of 20-day litter weight on weaned piglets' fighting behavior after group mixing and on heart rate variability in an isolation test. Asian-Australas J Anim Sci 2017 Feb;30(2):267-274.
Vézina-Audette R, Herry C, Burns P, Frasch M, Chave E, Theoret C. Heart rate variability in relation to stress in the Asian elephant (Elephas maximus). Can Vet J 2016 Mar;57(3):289-92.
Kovács L, Kézér FL, Bakony M, Hufnágel L, Tőzsér J, Jurkovich V. Associations between Heart Rate Variability Parameters and Housing- and Individual-Related Variables in Dairy Cows Using Canonical Correspondence Analysis. PLoS One 2015;10(12):e0145313.
Krause A, Tuchscherer A, Puppe B, Langbein J. Interchangeability of Electrocardiography and Blood Pressure Measurement for Determining Heart Rate and Heart Rate Variability in Free-Moving Domestic Pigs in Various Behavioral Contexts. Front Vet Sci 2015;2:52.
Grandi LC, Ishida H. The Physiological Effect of Human Grooming on the Heart Rate and the Heart Rate Variability of Laboratory Non-Human Primates: A Pilot Study in Male Rhesus Monkeys. Front Vet Sci 2015;2:50.
Garcia A, McGlone JJ. Loading and Unloading Finishing Pigs: Effects of Bedding Types, Ramp Angle, and Bedding Moisture. Animals (Basel) 2014 Dec 31;5(1):13-26.
Kovács L, Kézér FL, Tőzsér J, Szenci O, Póti P, Pajor F. Heart Rate and Heart Rate Variability in Dairy Cows with Different Temperament and Behavioural Reactivity to Humans. PLoS One 2015;10(8):e0136294.
Kovács L, Kézér FL, Jurkovich V, Kulcsár-Huszenicza M, Tőzsér J. Heart Rate Variability as an Indicator of Chronic Stress Caused by Lameness in Dairy Cows. PLoS One 2015;10(8):e0134792.
Miwa M, Oishi K, Nakagawa Y, Maeno H, Anzai H, Kumagai H, Okano K, Tobioka H, Hirooka H. Application of overall dynamic body acceleration as a proxy for estimating the energy expenditure of grazing farm animals: relationship with heart rate. PLoS One 2015;10(6):e0128042.
Coulon M, Nowak R, Peyrat J, Chandèze H, Boissy A, Boivin X. Do lambs perceive regular human stroking as pleasant? Behavior and heart rate variability analyses. PLoS One 2015;10(2):e0118617.
Yoshida M, Onda K, Wada Y, Kuwahara M. Influence of sickness condition on diurnal rhythms of heart rate and heart rate variability in cows. J Vet Med Sci 2015 Mar;77(3):375-9.
Davies AC, Nicol CJ, Persson ME, Radford AN. Behavioural and physiological effects of finely balanced decision-making in chickens. PLoS One 2014;9(9):e108809.
Dhar P, Sharma VK, Hota KB, Das SK, Hota SK, Srivastava RB, Singh SB. Autonomic cardiovascular responses in acclimatized lowlanders on prolonged stay at high altitude: a longitudinal follow up study. PLoS One 2014;9(1):e84274.
Berry M, Jaquiery A, Oliver M, Harding J, Bloomfield F. Preterm birth has sex-specific effects on autonomic modulation of heart rate variability in adult sheep. PLoS One 2013;8(12):e85468.
Le Rolle V, Ojeda D, Beuchée A, Praud JP, Pladys P, Hernández AI. A model-based approach for the evaluation of vagal and sympathetic activities in a newborn lamb. Annu Int Conf IEEE Eng Med Biol Soc 2013;2013:3881-4.
Graunke KL, Nürnberg G, Repsilber D, Puppe B, Langbein J. Describing temperament in an ungulate: a multidimensional approach. PLoS One 2013;8(9):e74579.
Johnson TL, Tulis DA, Keeler BE, Virag JA, Lust RM, Clemens S. The dopamine D3 receptor knockout mouse mimics aging-related changes in autonomic function and cardiac fibrosis. PLoS One 2013;8(8):e74116.
Romero T, Konno A, Hasegawa T. Familiarity bias and physiological responses in contagious yawning by dogs support link to empathy. PLoS One 2013;8(8):e71365.
Gácsi M, Maros K, Sernkvist S, Faragó T, Miklósi A. Human analogue safe haven effect of the owner: behavioural and heart rate response to stressful social stimuli in dogs. PLoS One 2013;8(3):e58475.
Konold T, Bone GE, Simmons MM. Time and frequency domain analysis of heart rate variability in cattle affected by bovine spongiform encephalopathy. BMC Res Notes 2011 Jul 25;4:259.
Yamamoto M, Kato A, Ropert-Coudert Y, Kuwahara M, Hayama S, Naito Y. Evidence of dominant parasympathetic nervous activity of great cormorants (Phalacrocorax carbo). J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2009 Apr;195(4):365-73.
Layton R, Beggs D, Mansell P, Fisher A, Layton D, Gardner B, Williams D, Stanger K. A non-AI preliminary algorithm for the prediction and detection of highly pathogenic African swine fever in pigs using health monitoring collars. Anim Welf 2026;35:e8.
Kremer L, van Reenen K, Kok A, Bokkers EAM, Gort G, Engel J, van der Werf JTN, Webb LE. Non-invasive physiological indicators of welfare in dairy cows. Anim Welf 2026;35:e10.
Betancourth-Chaves P, Montoya-Zuluaga J, Rodríguez B, Timarán-Rivera A, Ríos-Peña L, Hernández-Oviedo F, Vallejo-Timarán D. Validation and design of a wearable harness for monitoring remote heart rate variability in dairy cows under grazing conditions. Trop Anim Health Prod 2026 Feb 2;58(2):80.
Panzera M, Statelli A. Heart Rate Variability Spectral Analysis for Monitoring Autonomic Activation in a Donkey Involved in Animal-Assisted Therapy: A Single Subject Design During Animal-Assisted Therapy Sessions. Vet Sci 2025 Nov 28;12(12).
Rivera SL, Rivera L, Benavides H, Fernández Y. Artificial Intelligence and Circadian Thresholds for Stress Detection in Dairy Cattle. Sensors (Basel) 2025 Oct 24;25(21).
Prokop L, Hoffmann G, Kaske M, Wiedemann S. Effect of an Ad Libitum Milk Supply During the First Three Weeks of Life of Dairy Calves on Heart Rate and Heart Rate Variability During Feeding and Rehousing. Vet Sci 2025 Oct 17;12(10).
Turini L, Pesenti Rossi G, Sala G, Foggi G, Gislon G, Mondini S, Barbieri S, Calonaci S, Canali E, Bonelli F, Mele M. Validation of a new textile sensor band for on-farm heart rate variability assessment in calves. Vet Q 2025 Dec;45(1):2569550.
Narazaki T, Mori M, Matsuzawa Y, Saito A, Kinoshita C, Kurita M, Matsumiya K, Okada H, Sakamoto KQ. Apparent reduction in heart rate during oviposition revealed by non-invasive heart rate monitoring of gravid loggerhead turtles. Front Physiol 2025;16:1540252.
Kilgour DAV, Romero LM. Activation of the sympathetic-adrenal-medullary system increases DNA damage during the transition to captivity. Integr Org Biol 2025;7(1):obaf019.
Shoji G, Tochinai R, Sekizawa SI, Kuwahara M. Evaluation of physiological functions and production performance in laying hens in three different housing systems. Poult Sci 2025 Aug;104(8):105256.
Shuert CR, Pomeroy PP, Twiss SD. Stress-coping styles are associated with energy budgets and variability in energy management strategies in a capital breeder. Proc Biol Sci 2025 May;292(2046):20241787.
Park C, Han C, Jang SK, Kim H, Kim S, Kang BH, Jung K, Yoon D. Development and Validation of a Machine Learning Model for Early Prediction of Delirium in Intensive Care Units Using Continuous Physiological Data: Retrospective Study. J Med Internet Res 2025 Apr 2;27:e59520.
Khan NM, Scott V, Ghasemzadeh-Hasankolaei M, Padmanabhan V, Vyas A, Evans NP, Bellingham M. Sexually dimorphic cardiovascular impacts of prenatal exposure to a real-life environmental chemical mixture in adult offspring. Environ Toxicol Pharmacol 2025 Apr;115:104669.
Bacon ME, Endres MI, Heins BJ. Effects of Willow Bark (Salix Extract) on Pain and Stress Following Disbudding of Organic Dairy Calves. Animals (Basel) 2025 Feb 17;15(4).
Schiøler K, Jensen ML, Sørensen DB. Blood Sampling in Göttingen Minipigs-A Case Study of Two Standard Methods and Clicker Training as a Restraint-Free Alternative. Animals (Basel) 2025 Feb 1;15(3).
Steinerová K, Krause A, Parker SE, Seddon YM. Exploring the effect of play on heart rate variability as a measure of positive emotional states in pigs. Front Vet Sci 2025;12:1518153.
Jean-Joseph H, Kortekaas K, Range F, Kotrschal K. Decreased risk-proneness with increasing age in equally raised and kept wolves and dogs. PLoS One 2025;20(1):e0313916.
Borghesi F, Simoncini G, Chirico A, Cipresso P. In Medio Stat Virtus: Moderate Cognitive Flexibility as a Key to Affective Flexibility Responses in Long-Term HRV. Sensors (Basel) 2024 Dec 17;24(24).
Niccolai LJ, Devineau O, Thiel A, Zimmermann B, Evans LA. Connecting the dots: relationship between heart rate and overall dynamic body acceleration in free-ranging cattle. Conserv Physiol 2024;12(1):coae085.
Morris CJ, Rolf MG, Starnes L, Villar IC, Pointon A, Kimko H, Di Veroli GY. Modelling hemodynamics regulation in rats and dogs to facilitate drugs safety risk assessment. Front Pharmacol 2024;15:1402462.
Suba-Bokodi É, Nagy I, Molnár M. Unconventional Animal Species Participation in Animal-Assisted Interventions and Methods for Measuring Their Experienced Stress. Animals (Basel) 2024 Oct 11;14(20).
Fiderer D, Thoene-Reineke C, Wiegard M. Clicker Training in Minipigs to Reduce Stress during Blood Collection-An Example of Applied Refinement. Animals (Basel) 2024 Sep 30;14(19).
Cassidy L, Treue S, Gail A, Pfefferle D. Choice-based severity scale (CSS): assessing the relative severity of procedures from a laboratory animal's perspective. PeerJ 2024;12:e17300.
Ghezzi MD, Ceriani MC, Domínguez-Oliva A, Lendez PA, Olmos-Hernández A, Casas-Alvarado A, Hernández-Avalos I. Use of Infrared Thermography and Heart Rate Variability to Evaluate Autonomic Activity in Domestic Animals. Animals (Basel) 2024 May 1;14(9).
Hasegawa M, Sasaki M, Umemoto Y, Hayashi R, Hatanaka A, Hosoki M, Farag A, Matsuura K, Yoshida T, Shimada K, Hamabe L, Takahashi K, Tanaka R. Exploring sleep heart rate variability: linear, nonlinear, and circadian rhythm perspectives. Front Vet Sci 2024;11:1386425.
Spitzer HB, Meagher RK, Lynne O'Sullivan M, Montelpare W, Gordon MB, McKenna SL, Proudfoot KL. The effect of a hiding space on the behaviour and heart rate variability of dairy calves during temporary separation from the dam. Anim Welf 2024;33:e2.
Kojima T, Huang CY, Yayou KI. Heart rate variability and behavioral alterations during prepartum period in dairy cows as predictors of calving: a preliminary study. Anim Biosci 2024 May;37(5):944-951.
Lenner Á, Papp ZL, Szabó C, Komlósi I. Calming Hungarian Grey Cattle in Headlocks Using Processed Nasal Vocalization of a Mother Cow. Animals (Basel) 2023 Dec 30;14(1).
Pinto-Pinho P, Pinto ML, Monteiro J, Fardilha M, Pinto-Leite R, Colaço B. Pregnancy Complications and Feto-Maternal Monitoring in Rabbits. Vet Sci 2023 Oct 17;10(10).
Jerem P, Romero LM. It's cool to be stressed: body surface temperatures track sympathetic nervous system activation during acute stress. J Exp Biol 2023 Oct 15;226(20).
Balıkçı İ, Tok S, Binboğa E. The effect of background audio and audiovisual stimuli on students' autonomic responses during and after an experimental academic examination. Brain Behav 2023 Sep;13(9):e3153.
Yoshida M, Momita K, Kuwahara M, Kasuya E, Sutoh M, Yayou KI. Behavior and heart rate variability after intranasal administration of oxytocin in Holstein steers. J Vet Med Sci 2023 Sep 7;85(9):956-963.
Nagasawa M, Saito M, Hirasawa H, Mogi K, Kikusui T. Dogs showed lower parasympathetic activity during mutual gazing while owners did not. J Physiol Sci 2023 May 15;73(1):9.