Emotion in Motion: An Experimental Study on Walking Speed Under Anger and Sadness in Women
DOI:
https://doi.org/10.54536/ajhp.v4i1.6791Keywords:
Affective States, Anger Induction, Gait, Sadness InductionAbstract
This experimental study aimed to investigate the impact of two negative emotions – anger and sadness – on the walking speed of women. Forty-seven females volunteered to be part of the experiment. Each participant was randomly assigned to either the anger or the sadness condition. Participants also completed a baseline walking speed measure and reported their affective state using the Positive and Negative Affect Schedule (PANAS). The paired samples t-tests showed that the within-group effects were different for each emotion. Results from the Anger group demonstrated lowered walking speed; however, Positive Affect was decreased, and Negative Affect was increased. While Sadness group, participants walked significantly slower after induction and showed a statistically significant increase in Negative Affect, while Positive Affect remained unchanged. Independent samples t-tests of the change in walking speed between groups did not reveal significant differences. Therefore, it seems that both emotions changed motor behavior, but the degree of change was similar. On the other hand, the Anger group showed a significantly greater reduction in Positive Affect than the Sadness group, while the increases in Negative Affect were statistically similar across emotions. These findings indicate that anger and sadness not only have a noticeable impact on women’s mood but also bring about different changes in their manner of walking. This confirms the theory that emotions are embodied and that walking speed can be considered a valuable observable behavioral indicator of emotional change.
References
Alvarez, M., Stout, A., Fisanick, L., Tang, C. F., Wilson, D. G., Gray, L., & Kang, G. E. (2025). Gait variability and spatiotemporal parameters during emotion-induced walking: Assessment with inertial measurement units. Sensors, 25(19), 6222. https://doi.org/10.3390/s25196222
Anish Homagain., & Karen A. Ehgoetz Martens. (2023). Emotional states affect steady state walking performance. PLOS ONE, 18(9), e0284308. https://doi.org/10.1371/journal.pone.0284308
Andy Field. (2018). Discovering statistics using IBM SPSS statistics (5th ed.). SAGE Publications Ltd.
Bisogni, C., Cimmino, L., Nappi, M., Pannese, T., & Pero, C. (2024). Walk as you feel: Privacy preserving emotion recognition from gait patterns. Engineering Applications of Artificial Intelligence, 128, 107565. https://doi.org/10.1016/j.engappai.2023.107565
Chen, K. (2023). Does being angry feel authentic? A test of how affective valence impacts state authenticity.Motivation and Emotion, 47(1), 77–87. https://doi.org/10.1007/s11031-023-10026-1
Creswell, J. W. (2014). Research design: Qualitative, quantitative, and mixed methods approaches (4th ed.). Sage Publications.
D. Fernández-Pérez., B. Navarro-Bravo., A. Toledano-González., J. J. Ricarte., J. M. Latorre-Postigo., & L. Ros. (2025). Emotional impact of using different sensory modalities for autobiographical activation: A systematic review and meta-analysis. Frontiers in Psychology, 16, 1574855.
Dong, Z., Wang, G., Lu, S., Li, J., Yan, W., & Wang, S. J. (2022). Spontaneous facial expressions and micro- expressions coding: From brain to face. Frontiers in Psychology, 12, 784834. https://doi.org/10.3389/fpsyg.2021.784834
Fidel, M. B. C. C., Gonzalez-Suarez, C. B., dela Cruz, A. R., Roxas, E. A., Fernandez, M. R., & Cruz, C. G. (2021). Spatiotemporal parameters of gait in Filipino adults using the 3-D motion capture system. Journal of Medicine, University of Santo Tomas, 5(2), 744–754.
Frederick J. Gravetter., Larry B. Wallnau., Lori-Ann B. Forzano., & James E. Witnauer. (2021). Essentials of statistics for the behavioral sciences (10th ed.). Cengage Learning.
Gharra, A., Cheshin, A., & Krasovsky, T. (2025). Anger affects behavioral and physiological correlates of dual- task walking and texting in young adults. Gait & Posture. https://doi.org/10.1016/j.gaitpost.2025.104123
Givon, E., Berkovich, R., Oz-Cohen, E., Rubinstein, K., Singer-Landau, E., Udelsman-Danieli, G., & Meiran, N. (2023). Are women truly “more emotional” than men? Sex differences in an indirect model-based measure of emotional feelings. Current Psychology, 42(36), 32469–32482. https://doi.org/10.1007/s12144-022-04227-z
Joseph, D. L., Chan, M. Y., Heintzelman, S. J., Tay, L., Diener, E., & Scotney, V. S. (2020). The manipulation of affect: A meta-analysis of affect induction procedures. Psychological Bulletin, 146(4), 355–375. https://doi.org/10.1037/bul0000224
Kadoya, Y., Watanapongvanich, S., & Khan, M. S. R. (2021). How is emotion associated with driving speed? A study on taxi drivers in Japan. Transportation Research Part F: Traffic Psychology and Behaviour, 79, 205–216. https://doi.org/10.1016/j.trf.2021.04.007
Khalil, R., Frühholz, S., & Godde, B. (2025). Emotion induction modulates neural dynamics related to the originality of ideational creativity. Human Brain Mapping, 46(4), e70182. https://doi.org/10.1002/hbm.70182
Léonard, G., Vidal, P. P., & Lelard, T. (2025). Influence of psycho-emotional factors on motor control: Cerebral mechanisms and behavioral responses underlying (motiv) action. Frontiers in Human Neuroscience, 19, 1572614. https://doi.org/10.3389/fnhum.2025.1572614
Lin, Y., Ding, H., & Zhang, Y. (2021). Unisensory and multisensory Stroop effects modulate gender differences in verbal and nonverbal emotion perception. Journal of Speech, Language, and Hearing Research. Advance online publication. https://doi.org/10.1044/2021_JSLHR-20-00338
Manfredi, L., López-Pérez, B., Gregori, F., Lundie, D., Shannon, L., & Zuffianò, A. (2025). The inertia of anger and sadness among adolescents and adults: The role of self-efficacy in regulating negative emotions. European Journal of Personality, 39(3), 292–304. https://doi.org/10.1002/per.2293
Martínez-Morato, S., Feijoo-Cid, M., Galbany-Estragués, P., Fernández-Cano, M. I., & Arreciado Marañón, A. (2021). Emotion management and stereotypes about emotions among male nurses: A qualitative study. BMC Nursing, 20(1), 114. https://doi.org/10.1186/s12912-021-00641-z
Medvedev, O. N., Roemer, A., Krägeloh, C. U., Sandham, M. H., & Siegert, R. J. (2023). Enhancing the precision of the Positive and Negative Affect Schedule (PANAS) using Rasch analysis. Current Psychology, 42(2), 1554–1563. https://doi.org/10.1007/s12144-021-01556-3
Monno, Y., Nawa, N. E., & Yamagishi, N. (2024). Duration of mood effects following a Japanese version of the mood induction task. PLOS ONE, 19(1), e0293871. https://doi.org/10.1371/journal.pone.0293871
Northoff, G. (2024). Beyond mood—Depression as a speed disorder: Biomarkers for abnormal slowness.Journal of Psychiatry and Neuroscience, 49(5), E357–E366. https://doi.org/10.1503/jpn.230102
Pang, C., Li, W., Zhou, Y., Gao, T., & Han, S. (2023). Are women more empathetic than men? Questionnaire and EEG estimations of sex/gender differences in empathic ability. Social Cognitive and Affective Neuroscience, 18(1), nsad008. https://doi.org/10.1093/scan/nsad008
Pasanting, G. J., Barquilla, M. B., Malicuban, E. V., & Aberilla, O. (2023, June). Emotional attributes of MSU- IIT’s science students: Basis for science programs and mental health enhancement. In Proceedings of the 8th ACPES International Conference (p. 178). European Alliance for Innovation. https://doi.org/10.5281/zenodo.1234567
Pop, G. V., Nechita, D.-M., Miu, A. C., & Szentágotai-Tătar, A. (2025). Anger and emotion regulation strategies: A meta-analysis. Scientific Reports, 15, Article 6931. https://doi.org/10.1038/s41598-025- 91646-0
Randhavane, T., Bhattacharya, U., Kabra, P., Kapsaskis, K., Gray, K., Manocha, D., & Bera, A. (2022, November). Learning gait emotions using affective and deep features. In Proceedings of the 15th ACM SIGGRAPH Conference on Motion, Interaction and Games (pp. 1–10). https://doi.org/10.1145/3557758.3560321
Riemer, H., Joseph, J. V., Lee, A. Y., & Riemer, R. (2023). Emotion and motion: Toward emotion recognition based on standing and walking. PLOS ONE, 18(9), e0290564. https://doi.org/10.1371/journal.pone.0290564
Roemer, A., & Medvedev, O. N. (2025). Positive and negative affect schedule (PANAS). In Handbook of assessment in mindfulness research (pp. 1863–1873). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-22196-0_82
Scott, Z., O’Curry, S., & Mastroyannopoulou, K. (2022). The impact and experience of debriefing for clinical staff following traumatic events in clinical settings: A systematic review. Journal of Traumatic Stress, 35(1), 278–287. https://doi.org/10.1002/jts.22736
Shiota, M. N., Sauter, D. A., & Desmet, P. M. (2021). What are ‘positive’ affect and emotion? Current Opinion in Behavioral Sciences, 39, 142–146. https://doi.org/10.1016/j.cobeha.2021.04.004
Shirai, M., & Kato, A. (2025). What does it mean for sadness to heal? A systematic review. American Journal of Hospice and Palliative Medicine, 42,10499091251353203. https://doi.org/10.1177/10499091251353203
Snyder, S. J., Bell, E. M., Oh, S., Ehsani, H., Kambhamettu, A., Kim, B., & Shim, J. K. (2025). Walking while acting sad and happy emotions influences risk factors of knee osteoarthritis. Journal of Applied Biomechanics, 41(3), 233–240. https://doi.org/10.1123/jab.2025-0032
Song, S. Y., Curtis, A. M., & Aragón, O. R. (2021). Anger and sadness expressions situated in both positive and negative contexts: An investigation in South Korea and the United States. Frontiers in Psychology, 11, 579509. https://doi.org/10.3389/fpsyg.2020.579509
Starcke, K., Antons, S., Trotzke, P., & Brand, M. (2021). Cue-reactivity in behavioral addictions: A meta- analysis and methodological considerations. Neuroscience & Biobehavioral Reviews, 124, 18–34. https://doi.org/10.1016/j.neubiorev.2021.01.013
Toews, A. J., Martin, D. E., & Chernomas, W. M. (2021). Clinical debriefing: A concept analysis. Journal of Clinical Nursing, 30(11–12), 1491–1501. https://doi.org/10.1111/jocn.15636
Turan, N. (2021). An investigation of the effects of an anger management psychoeducation programme on psychological resilience and affect of intensive care nurses. Intensive and Critical Care Nursing, 62, 102915. https://doi.org/10.1016/j.iccn.2020.102915
Ursu, A., & Turliuc, N. M. (2025). Effects of the simultaneous use of acceptance and cognitive reappraisal on anger, positive and negative affect after experimental anger elicitation. Psihologija, 56(1), 26–36. https://doi.org/10.2298/PSI240805026U
Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology, 54(6), 1063–1070. https://doi.org/10.1037/0022-3514.54.6.1063
Xu, S., Fang, J., Hu, X., Ngai, E., Wang, W., Guo, Y., & Leung, V. C. (2022). Emotion recognition from gait analyses: Current research and future directions. IEEE Transactions on Computational Social Systems, 11(1), 363–377. https://doi.org/10.1109/TCSS.2022.3147682
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