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Stimulus-Response Compatibility: An Integrated Perspective. https:\/\/www.semanticscholar.org\/paper\/Stimulus-Response-Compatibility%3A-An-Integrated-Proctor-Reeve\/e54a48a2ce69a55018cbd4650509499e396f1902."},{"key":"10.1016\/j.aap.2025.108093_b0435","unstructured":"Qin, C. (2016). INTERACTION BETWEEN SIGNAL COMPLEXITY AND PHYSICAL ACTIVITY IN VIBRO-TACTILE COMMUNICATION [Thesis]. https:\/\/scholarbank.nus.edu.sg\/handle\/10635\/135203."},{"key":"10.1016\/j.aap.2025.108093_b0440","doi-asserted-by":"crossref","unstructured":"Qin, T., Chang, L., Wang, H. (2023). Perception of the Vibration Intensity of Smartwatches in the Notification Scene. In A. Marcus, E. Rosenzweig, & M. M. Soares (Eds.), Design, User Experience, and Usability (pp. 270\u2013283). Springer Nature Switzerland. https:\/\/doi.org\/10.1007\/978-3-031-35702-2_20.","DOI":"10.1007\/978-3-031-35702-2_20"},{"key":"10.1016\/j.aap.2025.108093_b0445","first-page":"1","article-title":"Effects of dual-message tactile sliding takeover requests on takeover performance in an automated driving system","author":"Qiu","year":"2024","journal-title":"Traffic Inj. Prev."},{"issue":"5","key":"10.1016\/j.aap.2025.108093_b0450","doi-asserted-by":"crossref","first-page":"839","DOI":"10.1177\/0018720818814963","article-title":"Behavioral changes to repeated takeovers in highly automated driving: effects of the takeover-request design and the nondriving-related task modality","volume":"61","author":"Roche","year":"2019","journal-title":"Hum. Factors"},{"key":"10.1016\/j.aap.2025.108093_b0455","doi-asserted-by":"crossref","unstructured":"Salazar, J., Okabe, K., Hirata, Y. (2018). Path-Following Guidance Using Phantom Sensation Based Vibrotactile Cues Around the Wrist. 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