Emotion elicitation during music listening: Subjective self-reports, facial expression, and autonomic reactivity.
autonomic reactivity
emotion elicitation
facial expression
music
subjective ratings
Journal
Psychophysiology
ISSN: 1540-5958
Titre abrégé: Psychophysiology
Pays: United States
ID NLM: 0142657
Informations de publication
Date de publication:
09 2021
09 2021
Historique:
revised:
30
05
2021
received:
30
11
2020
accepted:
01
06
2021
pubmed:
20
6
2021
medline:
4
2
2022
entrez:
19
6
2021
Statut:
ppublish
Résumé
The use of music as emotional stimuli in experimental studies has grown in recent years. However, prior studies have mainly focused on self-reports and central measures, with a few works exploring the time course of psychophysiological correlates. Moreover, most of the previous research has been carried out either from the dimensional or categorical model but not combining both approaches to emotions. This study aimed to investigate subjective and physiological correlates of emotion elicitation through music, following the three-dimensional and the discrete emotion model. A sample of 50 healthy volunteers (25 women) took part in this experiment by listening to 42 film music excerpts (14 pleasant, 14 unpleasant, 14 neutral) presented during 8 s, while peripheral measures were continuously recorded. After music offset, affective dimensions (valence, energy arousal, and tension arousal) as well as discrete emotions (happiness, sadness, tenderness, fear, and anger) were collected using a 9-point scale. Results showed an effect of the music category on subjective and psychophysiological measures. In peripheral physiology, greater electrodermal activity, heart rate acceleration, and zygomatic responses, besides lower corrugator amplitude, were observed for pleasant excerpts in comparison to neutral and unpleasant music, from 2 s after stimulus onset until the end of its duration. Overall, our results add evidence for the efficacy of standardized film music excerpts to evoke powerful emotions in laboratory settings; thus, opening a path to explore interventions based on music in pathologies with underlying emotion deregulatory processes.
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e13884Informations de copyright
© 2021 The Authors. Psychophysiology published by Wiley Periodicals LLC on behalf of Society for Psychophysiological Research.
Références
Altenmüller, E., Schürmann, K., Lim, V. K., & Parlitz, D. (2002). Hits to the left, flops to the right: Different emotions during listening to music are reflected in cortical lateralisation patterns. Neuropsychologia, 40(13), 2242-2256. https://doi.org/10.1016/s0028-3932(02)00107-0
Baumgartner, T., Esslen, M., & Jäncke, L. (2006). From emotion perception to emotion experience: Emotions evoked by pictures and classical music. International Journal of Psychophysiology, 60(1), 34-43. https://doi.org/10.1016/j.ijpsycho.2005.04.007
Beedie, C., Terry, P., & Lane, A. (2005). Distinctions between emotion and mood. Cognition and Emotion, 19(6), 847-878. https://doi.org/10.1080/02699930541000057
Bernat, E. M., Cadwallader, M., Seo, D., Vizueta, N., & Patrick, C. J. (2011). Effects of instructed emotion regulation on valence, arousal, and attentional measures of affective processing. Developmental Neuropsychology, 36, 493-518. https://doi.org/10.1080/87565641.2010.549881
Bhushan, B., & Asai, A. (2018). Psychophysiological and oculomotoric changes during emotion elicitation. International Journal of Psychology and Psychological Therapy, 18(1), 15-26. ISSN 1577-7057
Bigand, E., Vieillard, S., Madurell, F., Marozeau, J., & Dacquet, A. (2005). Multidimensional scaling of emotional responses to music: The effect of musical expertise and of the duration of the excerpts. Cognition and Emotion, 19(8), 1113-1139. https://doi.org/10.1080/02699930500204250
Blood, A. J., & Zatorre, R. J. (2001). Intensely pleasurable responses to music correlate with activity in brain regions implicated in reward and emotion. Proceedings of the National Academy of Sciences of the United States of America, 98(20), 11818-11823. https://doi.org/10.1073/pnas.191355898
Bradley, M. M., Codispoti, M., Cuthbert, B. N., & Lang, P. (2001). Emotion and motivation I: Defensive and appetitive reactions in picture processing. Emotion, 1(3), 276-298. https://doi.org/10.1037/1528-3542.1.3.276
Bradley, M. M., Keil, A., & Lang, P. J. (2012). Orienting and emotional perception: Facilitation, attenuation, and interference. Frontiers in Psychology, 3, 1-6. https://doi.org/10.3389/fpsyg.2012.00493
Bradley, M. M., & Lang, P. J. (1994). Measuring emotion: The self-assessment manikin and the semantic differential. Journal of Behavior Therapy and Experimental Psychiatry, 25(1), 49-59. https://doi.org/10.1016/0005-7916(94)90063-9
Bradley, M. M., & Lang, P. J. (2000). Affective reactions to acoustic stimuli. Psychophysiology, 37(2), 204-215. https://doi.org/10.1111/1469-8986.3720204
Bradley, M. M., & Lang, P. J. (2007). Emotion and motivation. In J. T. Cacioppo, L. G. Tassinary, & G. G. Bernston (Eds.), Handbook of psychophysiology (pp. 581-607). Cambridge University Press. https://doi.org/10.1017/CBO9780511546396.025
Bullack, A., Büdenbender, N., Roden, I., & Kreutz, G. (2018). Psychophysiological responses to “happy” and “sad” music: A replication study. Music Perception, 35(4), 502-517. https://doi.org/10.1525/mp.2018.35.4.502
Bynion, T. M., & Feldner, M. T. (2017). Self-assessment manikin. In V. Zeigler-Hill & T. Shackelford (Eds.), Encyclopedia of personality and individual differences (pp. 1-3). Springer. https://doi.org/10.1007/978-3-319-28099-8_77-1
Carretié, L., Tapia, M., López-Martín, S., & Albert, J. (2019). EmoMadrid: An emotional pictures database for affect research. Motivation and Emotion, 43(6), 929-939. https://doi.org/10.1007/s11031-019-09780-y
Conzelmann, A., Mcgregor, V., & Pauli, P. (2015). Emotion regulation of the affect-modulated startle reflex during different picture categories. Psychophysiology, 52(9), 1257-1262. https://doi.org/10.1111/psyp.12450
Cuthbert, B. N., Bradley, M. M., York, D. J., & Lang, P. J. (1990). Affective imagery and startle modulation. Psychophysiology, 27, S24. https://doi.org/10.1111/j.1469-8986.1990.tb02374.x
DeJong, M., van Mourik, K., & Schellekiens, H. (1973). A physiological approach to aesthetic preference-music. Psychotherapy and Psychosomatics, 22, 46-51. https://doi.org/10.1159/000286468
Dellacherie, D., Roy, M., Hugueville, L., Peretz, I., & Samson, S. (2011). The effect of musical experience on emotional self-reports and psychophysiological responses to dissonance. Psychophysiology, 48(3), 337-349. https://doi.org/10.1111/j.1469-8986.2010.01075.x
Ebner, N. C., & Fischer, H. (2014). Studying the various facets of emotional aging. Frontiers in Psychology, 5, 1007. https://doi.org/10.3389/fpsyg.2014.01007
Eerola, T., & Vuoskoski, J. K. (2011). A comparison of the discrete and dimensional models of emotion in music. Psychology of Music, 39(1), 18-49. https://doi.org/10.1177/0305735610362821
Eerola, T., & Vuoskoski, J. K. (2013). A review of music and emotion studies: Approaches, emotion models and stimuli. Music Perception, 30(3), 307-340. https://doi.org/10.1525/mp.2012.30.3.307
Ekman, P. (1992). An argument for basic emotions. Cognition and Emotion, 6(3/4), 169-200. https://doi.org/10.1080/02699939208411068
Ellis, R. J., Koening, J., & Thayer, J. F. (2012). Getting to the heart: Autonomic nervous system function in the context of evidence-based music therapy. Music and Medicine, 4(2), 90-99. https://doi.org/10.1177/1943862112437766
Ellis, R. J., & Simons, R. F. (2005). The impact of music on subjective and physiological indices of emotion while viewing films. Psychomusicology: A Journal of Research in Music Cognition, 19(1), 15-40. https://doi.org/10.1037/h0094042
Etzel, J. A., Johnsen, E. L., Dickerson, J., Tranel, D., & Adolphs, R. (2006). Cardiovascular and respiratory responses during musical mood induction. International Journal of Psychophysiology, 61(1), 57-69. https://doi.org/10.1016/j.ijpsycho.2005.10.025
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39, 175-191. https://doi.org/10.3758/BF03193146
Fernández-Abascal, E. G., Guerra, P., Martínez, F., Domínguez, F. J., Muñoz, M. A., Egea, D. A., Martín, M. D., Mata, J. L., Rodríguez, S., & Vila, J. (2008). El sistema internacional de sonidos afectivos (IADS): Adaptación española. Psicothema, 20(1), 104-113.
Fernández-Aguilar, L., Latorre, J. M., Martínez-Rodrigo, A., Moncho-Bogani, J. V., Ros, L., Latorre, P., Ricarte, J. J., & Fernández-Caballero, A. (2020). Differences between young and older adults in physiological and subjective responses to emotion induction using films. Scientific Reports, 10, 14548. https://doi.org/10.1038/s41598-020-71430-y
Fuentes-Sánchez, N., Jaén, I., Escrig, M. A., Lucas, I., & Pastor, M. C. (2019). Cognitive reappraisal during unpleasant picture processing: Subjective self-report and peripheral physiology. Psychophysiology, 56(8), e13372. https://doi.org/10.1111/psyp.13372
Fuentes-Sánchez, N., Pastor, R., Eerola, T., & Pastor, M. C. (2020). Spanish adaptation of a film music stimulus set (FMSS): Cultural and gender differences in the perception of emotions prompted by music excerpts. Psychology of Music. Prepublished October, 8, 2020. https://doi.org/10.1177/0305735620958464
Gomez, P., & Danuser, B. (2004). Affective and physiological responses to environmental noises and music. International Journal of Psychophysiology, 53(2), 91-103. https://doi.org/10.1016/j.ijpsycho.2004.02.002
Gomez, P., & Danuser, B. (2007). Relationship between musical structure and psychophysiological measures of emotion. Emotion, 7(2), 377-387. https://doi.org/10.1037/1528-3542.7.2.377
Goydke, K. N., Altenmüller, E., Möller, J., & Münte, T. F. (2004). Changes in emotional tone and instrumental timbre are reflected by the mismatch negativity. Cognitive Brain Research, 21(3), 351-359. https://doi.org/10.1016/j.cogbrainres.2004.06.009
Greenwald, M. K., Cook, E. W., & Lang, P. J. (1989). Affective judgment and psychophysiological response: Dimensional covariation in the evaluation of pictorial stimuli. Journal of Psychophysiology, 3(1), 51-64.
Gringas, B., Marin, M. M., Puig-Waldmüller, E., & Fitch, W. T. (2015). The eye is listening: Music-induced arousal and individual differences predict pupillary responses. Frontiers in Human Neuroscience, 9, 619. https://doi.org/10.3389/fnhum.2015.00619
Guhn, M., Hamm, A., & Zentner, M. (2007). Physiological and musico-acoustic correlates of the chill response. Music Perception, 24(5), 473-484. https://doi.org/10.1525/mp.2007.24.5.473
Hamm, A. O., Cuthbert, B. N., Globisch, J., & Vaitl, D. (1997). Fear and the startle reflex: Blink modulation and autonomic response patterns in animal and mutilation fearful subjects. Psychophysiology, 34(1), 97-107. https://doi.org/10.1111/j.1469-8986.1997.tb02420.x
Hamm, A. O., Schupp, H. T., & Weike, A. I. (2003). Motivational organization of emotions: Autonomic changes, cortical responses, and reflex modulation. In R. J. Davidson, K. R. Scherer, & H. H. Goldsmith (Eds.), Handbook of affective sciences (pp. 187-211). Oxford University Press.
Harmon-Jones, E., Harmon-Jones, C., & Summerell, E. (2017). On the importance of both dimensional and discrete models of emotion. Behavioral Sciences, 7(4), 66. https://doi.org/10.3390/bs7040066
Haspert, V., Wieser, M. J., Pauli, P., & Reicherts, P. (2020). Acceptance-based emotion regulation reduces subjective and physiological pain responses. Frontiers in Psychology, 11, 1514. https://doi.org/10.3389/fpsyg.2020.01514
Iwanaga, M., Ikeda, M., & Iwaki, T. (1996). The effects of repetitive exposure to music on subjective and physiological responses. Journal of Music Therapy, 33(3), 219-230. https://doi.org/10.1093/jmt/33.3.219
Ji, J. L., Heyes, S. B., MacLeod, C., & Holmes, E. A. (2016). Emotional mental imagery as stimulation of reality: Fear and beyond - A tribute to Peter Lang. Behavior Therapy, 47(5), 702-719. https://doi.org/10.1016/j.beth.2015.11.004
Johnsen, E. L., Tranel, D., Lutgendorf, S., & Adolphs, R. (2009). A neuroanatomical dissociation for emotion induced by music. International Journal of Psychophysiology, 72(1), 24-33. https://doi.org/10.1016/j.ijpsycho.2008.03.011
Juslin, P. N. (2013). From everyday emotions to aesthetic emotions: Towards a unified theory of musical emotions. Physics of Life Reviews, 10(3), 235-266. https://doi.org/10.1016/j.plrev.2013.05.008
Juslin, P. N., Liljeström, S., Västjäll, D., & Lundqvist, L.-O. (2010). How does music evoke emotions?: Exploring the underlying mechanisms. In P. N. Juslin & J. A. Sloboda (Eds.), Series in affective science. Handbook of music and emotion: Theory, research and applications (pp. 605-642). Oxford University Press.
Juslin, P. N., & Västfjäll, D. (2008). Emotional responses to music: The need to consider underlying mechanisms. The Behavioral and Brain Sciences, 31(5), 559-575. https://doi.org/10.1017/S0140525X08005293
Khalfa, S., Isabelle, P., Jean-Pierre, B., & Manon, R. (2002). Event-related skin conductance responses to musical emotions in humans. Neuroscience Letters, 328(2), 145-149. https://doi.org/10.1016/S0304-3940(02)00462-7
Klepzig, K., Horn, U., König, J., Holtz, K., Wendt, J., Hamm, A. O., & Lotze, M. (2020). Brain imaging of chill reactions to pleasant and unpleasant sounds. Behavioural Brain Research, 380, 112417. https://doi.org/10.1016/j.bbr.2019.112417
Koelsch, S. (2020). A coordinate-based meta-analysis of music-evoked emotions. NeuroImage, 223, 117350. https://doi.org/10.1016/j.neuroimage.2020.117350
Koelsch, S., Frtiz, T., Cramon, D. Y., Müller, K., & Friederici, A. D. (2006). Investigating emotion with music: An fMRI study. Human Brain Mapp, 27(3), 239-250. https://doi.org/10.1002/hbm.20180
Koelsch, S., & Jäncke, L. (2015). Music and the heart. European Heart Journal, 36(44), 3043-3049. https://doi.org/10.1093/eurheartj/ehv430
Koelsch, S., & Skouras, S. (2014). Functional centrality of amygdala, striatum and hypothalamus in a “small-world” network underlying joy: An fMRI study with music. Human Brain Mapping, 35(7), 3485-3498. https://doi.org/10.1002/hbm.22416
Krabs, R. U., Enk, R., Teich, N., & Koelsch, S. (2015). Autonomic effects of music in health and Crohn's disease: The impact of isochronicity, emotional valence, and tempo. PLOS ONE, 10(5), e0126224. https://doi.org/10.1371/journal.pone.0126224
Krumhansl, C. L. (1997). An exploratory study of musical emotions and psychophysiology. Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale, 51(4), 336-353. https://doi.org/10.1037/1196-1961.51.4.336
Lang, P. J. (1980). Behavioral treatment and bio-behavioral assessment: Computer applications. In J. B. Sidowski, J. H. Johnson, & T. A. Williams (Eds.), Technology in mental health care delivery systems (pp. 119-137). Ablex.
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1990). Emotion, attention, and the startle reflex. Psychological Review, 97(3), 377-395. https://doi.org/10.1037/0033-295X.97.3.377
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1992). A motivational analysis of emotion: Reflex-cortex connections. Psychological Science, 3(1), 44-49. https://doi.org/10.1111/j.14679280.1992.tb00255.x
Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (1997). Motivated attention: Affect, activation, and action. In P. J. Lang, R. F. Simons, & M. T. Balaban (Eds.), Attention and orienting: Sensory and motivational processes (pp. 97-135). Lawrence Erlbaum Associates Publishers.
Lang, P. J., & Davis, M. (2006). Emotion, motivation, and the brain: Reflex foundations in animal and human research. Progress in Brain Research, 156, 3-29. https://doi.org/10.1016/S0079-6123(06)56001-7
Lang, P. J., Greenwald, M. K., Bradley, M. M., & Hamm, A. O. (1993). Looking at pictures: Affective, facial, visceral and behavioral reactions. Psychophysiology, 30(3), 261-273. https://doi.org/10.1111/j.1469-8986.1993.tb03352.x
Larsen, J. T., Norris, C. J., & Cacioppo, J. T. (2003). Effects of positive and negative affect on electromyographic activity over zygomaticus major and corrugator supercilii. Psychophysiology, 40(5), 776-785. https://doi.org/10.1111/1469-8986.00078
López, R., Poy, R., Pastor, M. C., Segarra, P., & Moltó, J. (2009). Cardiac defense response as a predictor of fear learning. International Journal of Psychophysiology, 74(3), 229-235. https://doi.org/10.1016/j.ijpsycho.2009.09.006
Lundqvist, L.-O., Carlsson, F., Hilmersson, P., & Juslin, P. N. (2009). Emotional responses to music: Experience, expression, and physiology. Psychology of Music, 37(1), 61-90. https://doi.org/10.1177/0305735607086048
Lynar, E., Cvejic, E., Schubert, E., & Vollmer-Conna, U. (2017). The joy of heartfelt music: An examination of emotional and physiological responses. International Journal of Psychophysiology, 120, 118-125. https://doi.org/10.1016/j.ijpsycho.2017.07.012
McTeague, L. M., Lang, P. J., Laplante, M.-C., Cuthbert, B. N., Shumen, J. R., & Bradley, M. M. (2010). Aversive imagery in posttraumatic stress disorder: Trauma recurrence, comorbidity, and physiological reactivity. Biological Psychiatry, 67(4), 346-356. https://doi.org/10.1016/j.biopsych.2009.08.023
Merrill, J., Omigie, D., & Wald-Fuhrmann, M. (2020). Locus of emotion influences psychophysiological reactions to music. PLOS ONE, 15(8), e0237641. https://doi.org/10.1371/journal.pone.0237641
Moltó, J., Montañés, S., Poy, R., Segarra, P., Pastor, M. C., Tormo, M. P., Ramírez, I., Hernández, M. A., Sánchez, M., Fernández Santaella, M. C., & Vila, J. (1999). Un nuevo método para el estudio experimental de las emociones: El international affective picture system (IAPS). Adaptación española. Revista de Psicología General y Aplicada: Revista de la Federación Española de Asociaciones de Psicología, 52(1), 55-87.
Moltó, J., Segarra, P., López, R., Esteller, À., Fonfría, A., Pastor, M. C., & Poy, R. (2013). Adaptación española del “International Affective Picture System” (IAPS): Tercera parte. Anales de Psicología, 29(3), 965-984. https://doi.org/10.6018/analesps.29.3.153591
Nater, U. M., Abbruzzese, E., Krebs, M., & Ehlert, U. (2006). Sex differences in emotional and psychophysiological responses to musical stimuli. International Journal of Psychophysiology, 62(2), 300-308. https://doi.org/10.1016/j.ijpsycho.2006.05.011
Ogg, M., Sears, D. R. W., Marin, M. M., & Mcadams, S. (2017). Psychophysiological indices of music-evoked emotions in musicians. Music Perception, 35(1), 38-59. https://doi.org/10.1525/mp.2017.35.1.38
Padmala, S., Sambuco, N., & Pessoa, L. (2019). Interactions between reward motivation and emotional processing. Progress in Brain Research, 247, 1-21. https://doi.org/10.1016/bs.pbr.2019.03.023
Palomba, D., Sarto, M., Angrilli, A., Mini, A., & Stegagno, L. (2000). Cardiac responses associated with affective processing of unpleasant film stimuli. International Journal of Psychophysiology, 36, 45-57. https://doi.org/10.1016/s0167-8760(99)00099-9
Peretz, I., Gagnon, L., & Bouchard, B. (1998). Music and emotion: Perceptual determinants, immediacy, and isolation after brain damage. Cognition, 68, 111-141. https://doi.org/10.1016/S0010-0277(98)00043-2
Ribeiro, F. S., Santos, F. H., Albuquerque, P. B., & Oliveira-Silva, P. (2019). Emotional induction through music: Measuring cardiac and electrodermal responses of emotional states and their persistence. Frontiers in Psychology, 10, 451. https://doi.org/10.3389/fpsyg.2019.00451
Rickard, N. S. (2004). Intense emotional responses to music: A test of the physiological arousal hypothesis. Psychology of Music, 32(4), 371-388. https://doi.org/10.1177/0305735604046096
Roy, M., Mailhot, J.-P., Gosselin, N., Paquette, S., & Peretz, I. (2009). Modulation of the startle reflex by pleasant and unpleasant music. International Journal of Psychophysiology, 71(1), 37-42. https://doi.org/10.1016/j.ijpsycho.2008.07.010
Ruiz-Padial, E., Pastor, M. C., Mercado, F., Mata-Martín, J. L., & García-León, A. (2021). MATTER in emotion research: Spanish standardization of an affective image set. Behavior Research Methods. https://doi.org/10.3758/s13428-021-01567-9
Salimpoor, V. N., Benovoy, M., Larcher, K., Dagher, A., & Zatorre, R. J. (2011). Anatomically distinct dopamine release during anticipation and experience of peak emotion to music. Nature Neuroscience, 14(2), 257-262. https://doi.org/10.1038/nn.2726
Salimpoor, V. N., Benovoy, M., Longo, G., Cooperstock, J. R., & Zatorre, R. J. (2009). The rewarding aspects of music listening are related to degree of emotional arousal. PLOS ONE, 4(10), e7487. https://doi.org/10.1371/journal.pone.0007487
Sammler, D., Grigutsch, M., Fritz, T., & Koelsch, S. (2007). Music and emotion: Electrophysiological correlates of the processing of pleasant and unpleasant music. Psychophysiology, 44(2), 293-304. https://doi.org/10.1111/j.1469-8986.2007.00497.x
Sato, W., Kochiyama, T., & Yoshikawa, S. (2020). Physiological correlates of subjective emotional valence and arousal dynamics while viewing films. Biological Psychology, 157, 107974. https://doi.org/10.1016/j.biopsycho.2020.107974
Scherer, K. R. (2004). Which emotions can be induced by music? What are the underlying mechanisms? And how can we measure them? Journal of New Music Research, 33(3), 239-251. https://doi.org/10.1080/0929821042000317822
Schimmack, U., & Grob, A. (2000). Dimensional models of core affect: A quantitative comparison by means of structural equation modeling. European Journal of Personality, 14(4), 325-345. https://doi.org/10.1002/1099-0984(200007/08)14:4<325:AID-PER380>3.0.CO;2-I
Schimmack, U., & Reisenzein, R. (2002). Experiencing activation: Energetic arousal and tense arousal are not mixtures of valence and activation. Emotion, 2(4), 412-417. https://doi.org/10.1037/1528-3542.2.4.412
Stevenson, R. A., & James, T. W. (2008). Affective auditory stimuli: Characterization of the international affective digitized sounds (IADS) by discrete emotional categories. Behavioral Research Methods, 40(1), 315-321. https://doi.org/10.3758/brm.40.1.315
Vieillard, S., Harm, J., & Bigand, E. (2015). Expressive suppression and enhancement during music-elicited emotions in younger and older adults. Frontiers in Aging Neuroscience, 7, 11. https://doi.org/10.3389/fnagi.2015.00011
Vieillard, S., Peretz, I., Gosselin, N., Khalfa, S., Gagnon, L., & Bouchard, B. (2008). Happy, sad, scary and peaceful musical excerpts for research on emotions. Cognition and Emotion, 22(4), 720-752. https://doi.org/10.1080/02699930701503567
Vieillard, S., Roy, M., & Peretz, I. (2012). Expressiveness in musical emotions. Psychological Research Psychologische Forschung, 76(5), 641-653. https://doi.org/10.1007/s00426-011-0361-4
Vrana, S. R., Cuthbert, B. N., & Lang, P. J. (1986). Fear imagery and text processing. Psychophysiology, 23(3), 247-253. https://doi.org/10.1111/j.1469-8986.1986.tb00626.x
White, E. L., & Rickard, N. S. (2016). Emotion response and regulation to “happy” and “sad” music stimuli: Partial synchronization of subjective and physiological responses. Musicae Scientiae, 20(1), 11-25. https://doi.org/10.1177/1029864915608911
Witvliet, C. V. O., & Vrana, S. R. (2007). Play it again Sam: Repeated exposure to emotionally evocative music polarises liking and smiling responses, and influences other affective reports, facial EMG, and heart rate. Cognition and Emotion, 21(1), 3-25. https://doi.org/10.1080/02699930601000672
Witvliet, C. V., Vrana, S. R., & Webb-Talmadge, N. (1998). In the mood: Emotion and facial expressions during and after instrumental music, and during an emotional inhibition task. Psychophysiology Supplement, S88.