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Research Report

Understanding the Structural Components Behind the Psychological Effects of Autonomous Sensory Meridian Response (ASMR) With Machine Learning and Experimental Methods

Published Online:November 23, 2022https://doi.org/10.1027/1864-1105/a000359

Abstract

Abstract: Autonomous sensory meridian response (ASMR) is a tingling sensation occurring in response to specific sensory stimuli. Scholarship has yet to investigate what attributes these stimuli possess that allows them to facilitate desirable emotional effects through such atypical psycho-sensorial experiences. In this exploratory investigation, Study 1 utilized machine learning methods to categorize ASMR content based on their sound structures. Four categories emerged that were then used in a second study that utilized an online experiment (N = 230) to investigate relationships between the categories of sound structures and participants’ psychological experiences of ASMR. These findings help us understand how ASMR content generates arousal and affect that audiences seek.

References

  • Ballas, J. A. (1993). Interpreting the language of informational sound. Journal of the Washington Academy of Sciences, 83(3), 143–160. First citation in articleGoogle Scholar

  • Barratt, E. L., & Davis, N. J. (2015). Autonomous sensory meridian response (ASMR): A flow-like mental state. PeerJ, 3, Article e851. https://doi.org/10.7717/peerj.851 First citation in articleCrossref, Google Scholar

  • Barratt, E. L., Spence, C., & Davis, N. J. (2017). Sensory determinants of the autonomous sensory meridian response (ASMR): Understanding the triggers. PeerJ, 5, Article e3846. https://doi.org/10.7717/peerj.3846 First citation in articleCrossref, Google Scholar

  • 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, 98(20), 11818–11823. https://doi.org/10.1073/pnas.191355898 First citation in articleCrossref, Google Scholar

  • Bradley, M. M., & Lang, P. J. (2000). Affective reactions to acoustic stimuli. Psychophysiology, 37(2), 204–215. https://doi.org/10.1017/s0048577200990012 First citation in articleCrossref, Google Scholar

  • Gallagher, R. (2016). Eliciting euphoria online: The aesthetics of “ASMR” video culture. Film Criticism, 40(2). https://doi.org/10.3998/fc.13761232.0040.202 First citation in articleCrossref, Google Scholar

  • Grewe, O., Katzur, B., Kopiez, R., & Altenmüller, E. (2011). Chills in different sensory domains: Frisson elicited by acoustical, visual, tactile and gustatory stimuli. Psychology of Music, 39(2), 220–239. https://doi.org/10.1177/0305735610362950 First citation in articleCrossref, Google Scholar

  • Havrylets, Y., Rizun, V., Tukaiev, S., & Khylko, M. (2016). Objectification of subjectivity: International experience in selection of TV stimuli in mass media effect research. Current Issues of Mass Communication, 19, 8–20. https://doi.org/10.17721/2312-5160.2016.19.8-20 First citation in articleCrossref, Google Scholar

  • Huron, D. (2006). Sweet anticipation: Music and the psychology of expectation. MIT Press. https://doi.org/10.7551/mitpress/6575.001.0001 First citation in articleCrossref, Google Scholar

  • Kovacevich, A., & Huron, D. (2019). Two studies of autonomous sensory meridian response (ASMR): The relationship between ASMR and music-induced frisson. Empirical Musicology Review, 13(1–2), 39–63. First citation in articleCrossref, Google Scholar

  • Lang, A., Bradley, S. D., & Sparks, J. V. (2004). Processing arousing information: Psychophysiological predictors of motivated attention, sensation seeking, and substance use. Information Systems Division of the International Communication Association, New Orleans, LA. First citation in articleGoogle Scholar

  • McFee, B., Raffel, C., Liang, D., Ellis, D. P., McVicar, M., Battenberg, E., & Nieto, O. (2015). librosa: Audio and music signal analysis in python. Proceedings of the 14th Python in Science Conference (Vol. 8, pp. 18–24). https://conference.scipy.org/proceedings/scipy2015/pdfs/brian_mcfee.pdf First citation in articleCrossref, Google Scholar

  • Miedema, H. M. (2007). Annoyance caused by environmental noise: Elements for evidence‐based noise policies. Journal of Social Issues, 63(1), 41–57. https://doi.org/10.1111/j.1540-4560.2007.00495.x First citation in articleCrossref, Google Scholar

  • Poerio, G. L., Blakey, E., Hostler, T. J., & Veltri, T. (2018). More than a feeling: Autonomous sensory meridian response (ASMR) is characterized by reliable changes in affect and physiology. PLoS One, 13(6), Article e0196645. https://doi.org/10.1371/journal.pone.019664 First citation in articleCrossref, Google Scholar

  • Reeves, B., Yeykelis, L., & Cummings, J. J. (2016). The use of media in media psychology. Media Psychology, 19(1), 49–71. https://doi.org/10.1080/15213269.2015.1030083 First citation in articleCrossref, Google Scholar

  • Smith, S. D., Fredborg, K. B., & Kornelsen, J. (2017). An examination of the default mode network in individuals with autonomous sensory meridian response (ASMR). Social Neuroscience, 12(4), 361–365. https://doi.org/10.1080/17470919.2016.1188851 First citation in articleCrossref, Google Scholar

  • Sundar, S. S., & Limperos, A. M. (2013). Uses and grats 2.0: New gratifications for new media. Journal of Broadcasting & Electronic Media, 57(4), 504–525. https://doi.org/10.1080/08838151.2013.845827 First citation in articleCrossref, Google Scholar

  • Tihanyi, B., Ferentzi, E., Beissner, F., & Koteles, F. (2018). The neuropsychophysiology of tingling. Consciousness and Cognition, 58, 97–110. https://doi.org/10.1016/j.concog.2017.10.015 First citation in articleCrossref, Google Scholar

  • Warr, P., Bindl, U. K., Parker, S. K., & Inceoglu, I. (2014). Four-quadrant investigation of job-related affects and behaviours. European Journal of Work and Organizational Psychology, 23(3), 342–363. https://doi.org/10.1080/1359432x.2012.744449 First citation in articleCrossref, Google Scholar