Embedded Files
Book Chapters (* indicates supervised graduate student)
1. Chen, J., Garcia*, K. R., Zhang*, Y., Dudley*, L. E., & Warren*, A. D. (2026). Human-Centered AI in Cybersecurity. In W. Xu (Ed.), Handbook of human-centered artificial intelligence. Springer.
2. Chen, J., Mishler*, S., Long, S., Yahoodik, S., Garcia*, K., & Yamani, Y. (2023). Human-automation interaction for semi-autonomous driving: Risk communication and trust. In V. G. Duffy, S. J. Landry, J. D. Lee, N. A. Stanton (Eds.), Human-Automation Interaction: Transportation. Springer.
Peer-Reviewed Journal Articles (*supervised graduate or undergraduate student)
1. See, J. E. & Chen, J. (2026). Vigilance Research Beyond the Laboratory: Methodological Considerations and Practical Insights. Human Factors. doi: 10.1177/00187208261435832
2. Cheng*, A. X. & Chen, J. (published online 2025). Trust dynamics in driving automation: The effects of initial expectations and error consistency. Transportation Research Record.
3. Warren*, A. D., Broomell, S. B., & Chen, J. (in press). Tactile stimulus-response compatibility effects: Differentiating methodology and frames of reference. American Journal of Psychology.
4. Garcia*, K., Quesnel*, A., Li, N, & Chen, J. (in press). Investigating user photo privacy settings on Instagram: An interview study. International Journal of Human-Computer Interaction.
5. Garcia*, K., Chen, J., Xiao, Y., Mishler*, S., Wang, C., Hu, B. (2025). Human perception of AI capabilities against cyberattacks. IEEE Transactions on Human-Machine Systems. 55(4), 499-507. doi: 10.1109/THMS.2025.3573173
6. Edwards*, M.E., Chen, J., Still, J.D. (2026). Can a conventional email phishing nudge help fight SMiShing attacks?. Computer Standards & Interfaces, 95, 104031.
7. Garcia*, K., Mishler*, S. & Chen, J. (2025). Influence of time pressure and flood information type on flood warning effectiveness in driving. Transportation Research Record, 2679(4), 81-100.
8. Mishler*, S., Parker*, C. & Chen, J. (2025). Using anthropomorphism, transparency, and feedback to improve phishing detection aids. Theoretical Issues in Ergonomics Science, 26(1), 45-65.
9. Mishler*, S. & Chen, J. (2024). Boring but demanding: Using secondary tasks to counter the driver vigilance decrement for partially automated driving. Human Factors, 66(6), 1798-1811.
10.Chen, J. & Parker*, C. (2023). Framing security under time pressure: Brand familiarity matters for mobile application choices. Journal of Cognitive Engineering and Decision Making, 17(4), 383–404. [Editor’s Pick]
11.Mishler*, S. & Chen, J. (2023). Effect of automation failure type on trust development in driving automation systems. Applied Ergonomics, 106, 103913.
12. Proctor, R.W., Zhong, Q., & Chen, J. (2023). The Simon effect asymmetry for left- and right-dominant persons. Journal of Cognition, 6(1), 17, 1–19.
13. Chen, J., Šabić*, E., Mishler*, S., Parker*, C., & Yamaguchi, M. (2022). Effectiveness of lateral auditory collision warnings: Should warnings be toward danger or toward safety? Human Factors, 64(2), 418-435.
14. Garcia*, K., Mishler*, S., Xiao, Y., Wang, C., Hu, B., Still, J., & Chen, J. (2022). Drivers’ understanding of artificial intelligence in automated driving systems: A study of a malicious stop sign. Journal of Cognitive Engineering and Decision Making, 16(4), 237-251.
15. Ammons*, J., Parker*, C. & Chen, J. (2022). Time pressure and product ratings on consumers’ choices and eye fixations. International Journal of Human-Computer Interaction, 38(11), 993-1003.
16. Unverricht, J., Yamani, Y., Chen, J., & Horrey, W.J. (2022). Minding the gap: Effects of an attention maintenance training program on driver calibration. Human Factors, 64(5), 890-903.
17. Chen, J., Ge, H., Li, N., & Proctor, R.W. (2022). What I say means what I did: Risk concerns and mobile application-selection behaviors. Human Factors. 64(8), 1331-1350.
18. Chen, J., Mishler* S., & Hu, B. (2021). Automation error type and methods of communicating automation reliability affect trust and performance: An empirical study in the cyber domain. IEEE Transactions on Human-Machine Systems, 51, 463-473.
19. Šabić*, E., Chen, J., & MacDonald, J. (2021). Towards a better understanding of in-vehicle auditory warnings and background noise. Human Factors, 63(2), 312–335.
20. Scott-Sharoni, S.T., Yamani, Y., Kneelan, C.M., Long, S.K., Chen, J., Houpt, J.W. (2021). Exploring the effects of perceptual separability on human-automation team efficiency. Computational Brain & Behavior, 4(4), 486–496.
21. Chen, J., Seibold, J.C., Zhong, Q., Müsseler, J., & Proctor, R.W. (2021). Is effector visibility critical for performance asymmetries in the Simon task? Evidence from hand- and foot-press responses. Attention, Perception, & Psychophysics, 83, 463-474.
22. Chen, J. (2020; invited paper). Risk communication in cyberspace: A brief review of the information-processing and mental models approaches. Current Opinion in Psychology, 36, 135-140.
23. Yamaguchi, M., & Chen, J. (2019). Affective influences without approach-avoidance actions: On the congruence between valence and stimulus-response mappings. Psychonomic Bulletin & Review 26, 545-551.
24. Chen, J., Ge, H., Moore, S., Yang, W., Li, N., & Proctor, R. W. (2018). Display of major risk categories for android apps. Journal of Experimental Psychology: Applied, 24, 306-330.
25. Chen, J., Mishler*, S., Hu, B., Li, N., & Proctor, R. W. (2018). The description-experience gap in the effect of warning reliability on user trust and performance in a phishing detection context. International Journal of Human-Computer Studies, 119, 35-47.
26. Yamaguchi#, M., Chen#, J., Mishler*, S., Proctor, R. W. (2018). Flowers and spiders in spatial stimulus-response compatibility: Does affective valence influence selection of task-sets or selection of responses? Cognition and Emotion, 32, 1003-1017. (#equal contribution)
27. Hu, B. & Chen, J. (2017). Optimal task allocation for human-machine collaborative manufacturing systems. IEEE Robotics and Automation Letters, 2, 1933-1940.
28. Chen, J. & Proctor, R. W. (2017). Role of accentuation in the selection/rejection task framing effect. Journal of Experimental Psychology: General, 146, 543-568.
29. Song, X., Chen, J., & Proctor, R. W. (2017). Role of hand dominance in mapping preferences for emotional-valence words to keypress responses. Acta Psychologica, 180, 33-39.
30. Seibold, C. J., Chen, J., & Proctor, R. W. (2016). Exploring handedness asymmetries in the Simon effect. Attention, Perception, & Psychophysics, 78, 437-451.
31. Proctor, R. W. & Chen, J. (2015; invited paper). The role of human factors/ergonomics in the science of security: Decision making and action selection in cyberspace. Human Factors, 57, 721-727.
32. Chen, J., Gates, C., Li, N., & Proctor, R. W. (2015). Influence of risk/safety information framing on android app-selection decisions. Journal of Cognitive Engineering and Decision Making. 9, 149-168.
33. Yamaguchi, M., Chen, J., & Proctor, R. W. (2015). Transfer of learning in choice reactions: The roles of stimulus type, response mode, and set-level compatibility. Memory & Cognition. 43, 825-836.
34. Chen, J., & Proctor, R. W. (2015). Influence of response-effect feedback on learning and performance of a complex key-pressing task: Morin and Grant (1955) revisited. American Journal of Psychology. 128, 197-208.
35. Chen, J. & Proctor, R. W. (2014). Conceptual response distance and intervening keys distinguish action goals in the Stroop color-identification task. Psychonomic Bulletin & Review, 21, 1238-1243.
36. Gates, C., Chen, J., Li, N., & Proctor, R. W. (2014). Effective risk communication for Android Apps. IEEE Transactions on Dependable and Secure Computing, 11, 252-265.
37. Song, X., Chen, J., & Proctor, R.W. (2014). Correspondence effects with torches: Grasping affordance or visual feature asymmetry? Quarterly Journal of Experimental Psychology, 67, 665-675.
38. Chen, J., & Proctor, R. W. (2013). Response-effect compatibility defines the natural scrolling direction. Human Factors, 55, 1112-1129.
39. Baroni, G., Yamaguchi, M., Chen, J., & Proctor, R. W. (2013). Mechanisms underlying transfer of task-defined rules across feature dimensions. Experimental Psychology, 60, 410-424.
40. Chen, J., & Proctor, R. W. (2012). Influence of category identity on letter matching: Conceptual penetration of visual processing or response competition? Attention, Perception, & Psychophysics, 74, 716-729.
41. Proctor, R. W., & Chen, J. (2012). Dissociating influences of key and hand separation on the Stroop color-identification effect. Acta Psychologica, 141, 39-47.
42. Chen, J., Zhou, J., Cui, Y., & Shen, M. (2009). Visual masking effect depends on the perceived locations of objects. Chinese Journal of Applied Psychology, 15, 291-297.
43. Gao, Z., Shui, R., Chen, J., Chen, W., Tian, Y., & Shen, M. (2009). The mechanism of negative numbers’ spatial representation. Acta Psychologica Sinica, 41, 95-102.
44. Shen, M., Shen, Y., Liang, J., Qiao, Y., Chen, J., Chen, W., & Chen, S. (2008). IM usage experience and the model with usage motivation and preference. Chinese Journal of Applied Psychology, 14, 195-202./
Peer-Reviewed Conference Proceedings & Extended Abstracts (* supervised student)
1. Elahi M. E., Lu, Y.-C., Chen, J., & Tian R. (2026) Matching Explanation Detail to Scene Complexity: Studying Situational Awareness-Specific Feedback in Pedestrian Encounter Driving Scenarios. In Proceedings of the 2026 SIGCHI Conference on Human Factors in Computing Systems (CHI 2026). (Acceptance Rate: 25%)
2. Bautista, T., Wang, F., Govindarajan, A., Sun, L., Chen, J., Hu, B., Politowicz, M. S., & Chancey, E. T. (2026). A high-fidelity 3D simulation environment for multi-aircraft operations (AIAA Paper No. 2026-2211). In Proceedings of the AIAA Modeling and Simulation of Air Vehicle Dynamics, Systems, and Environments I. American Institute of Aeronautics and Astronautics.
3. Pérez, M.D., Sun, L, Chen, J., Hu, B, Politowicz, M. S., & Chancey, E. T. (2025). A Sigma-Point Based Uncertainty-Aware Decision Making: Framework for Advanced Air Mobility. In Proceedings of the 2025 AIAA AVIATION Forum, Las Vegas, NV, United States.
4. Cheng*, A.X. & Chen, J. (2025). Trust Dynamics in Driving Automation: The Effects of Initial Expectations and Error Consistency. In Proceedings of the Transportation Research Board 104th Annual Meeting.
5. Zhang*, Y., Chen, J., Bautista, T. Lindsay, N., Sun, L., Ghodrati, P., Hu, B., Politowicz, M. S., & Chancey, E. T. (2024). Operator workload and task allocation in m:N operational architectures of uncrewed aerial systems. In Proceedings of the 2024 AIAA AVIATION Forum, Las Vegas, NV, United States.
6. Mishler*, S. & Chen, J. (2024). Is it Better Now? Using Swift Trust and Priming to Determine how Update Information Impacts Trust in Automation. In Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
7. Garcia*, K. R., & Chen, J. (2024). Detail matters: Drivers’ responses to flood warnings in simulated driving. Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
8. Garcia*, K. R., & Chen, J. (2024). Investigating training and priming to combat phishing on Instagram Shop. Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
9. Mao*, S., Garcia*, K. R., & Chen, J. (2024). Assessing drivers’ trust, compliance, and reliance in an automated flood warning system: Effects of error type and system reliability. Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
10. Cheng*, X. A., & Chen, J. (2024). Failing Consistently and Expectedly: Effects of Error Consistency and Drivers’ Mental Models on Trust in Automated Vehicles. Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
11. Zhang*, Y., Chen, J., Sun, L., Hu, B., Politowicz, M. S., & Chancey, E. T. (2024). Task-allocation decisions of human-UAS collaboration: Effects of workload, trust, and self-confidence. In Proceedings of the Human Factors and Ergonomics Society 68th International Annual Meeting. Washington DC: HFES.
12. Mishler*, S. & Chen, J. (2023). Framing Updates: How Framing Influences Trust for Automated Driving Systems. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
13.Garcia*, K. & Chen, J. (2023). Driver Decisions Based on Flood Warning Information. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
14.Schwartz*, B., Mishler*, S. & Chen, J. (2023). On or Off Topic: Secondary Task Relevance, Visual Input, and the Vigilance Decrement. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
15.Garcia*, K., Quesnel*, A., Li, N. & Chen, J. (2023). Investigating User Photo Privacy Settings on Instagram. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
16.Garcia*, K., Ammons*, A., Xu, X. & Chen, J. (2023). Phishing in Social Media: Investigating Training Techniques on Instagram Shop. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
17.Edwards, M., Morris, T., Chen, J., & Still, J. (2023). SMiShing Attack Vector: Surveying End-User Behavior, Experience, and Knowledge. In Proceedings of the Human Factors and Ergonomics Society 67th International Annual Meeting. Washington, D.C.: HFES.
18. Garcia*, K., Xiao, Y., Mishler*, S., Wang, C., Hu, B., & Chen, J. (2022). Identifying Perturbed Roadway Signs: Perception of AI Capabilities. In Proceedings of the Human Factors and Ergonomics Society 66th International Annual Meeting (p.125). Washington, D.C.: HFES.
19. Mishler*, S. & Chen, J. (2022). Countering Driver Vigilance Decrement for Partially Automated Vehicles. In Proceedings of the Human Factors and Ergonomics Society 66th International Annual Meeting (pp. 1857-1858). Washington, D.C.: HFES.
20. Taylor*, S., Garcia*, K., Chen, J., & Hu, B. (2022). Adaptive Task Allocation Preferences in Different Workload Scenarios when Driving Level 2 and Level 3 Automated Vehicles. In Proceedings of the Human Factors and Ergonomics Society 66th International Annual Meeting (pp. 918-922). Washington, D.C.: HFES.
21. Ammons*, J., Parker*, C., & Chen, J. (2021). Effects of time pressure and user ratings for online shopping. In Proceedings of the Human Factors and Ergonomics Society 65th International Annual Meeting (pp. 1022-1023). Washington, D.C.: HFES.
22. Mishler*, S., Garcia*, K., Fuller-Jakaitis*, E., Wang, C., Hu, B., Still, J., & Chen, J. (2021). Predicting a malicious stop sign: Knowledge, exposure, trust in AI. In Proceedings of the Human Factors and Ergonomics Society 65th International Annual Meeting (pp. 347-348). Washington, D.C.: HFES.
23. Parker*, C. & Chen, J. (2020). The Effects of Security Framing, Time Pressure, and Brand Familiarity on Risky Mobile Application Downloads. In Proceedings of the Human Factors and Ergonomics Society 64th International Annual Meeting (pp. 1872-1873). Washington, D.C.: HFES.
24. Mishler*, S. & Chen, J. (2020). The Rise, Fall, and Repair of Trust for Automated Driving Systems. In Proceedings of the Human Factors and Ergonomics Society 64th International Annual Meeting (p. 2006). Washington, D.C.: HFES.
25. Mishler*, S., Jeffcoat*, C., & Chen, J. (2019). Effects of Anthropomorphic Phishing Detection Aids, Transparency Information, and Feedback on User Trust, Performance, and Aid Retention. In Proceedings of the Human Factors and Ergonomics Society 63rd International Annual Meeting (p. 183). Washington, D.C.: HFES.
26. McManus*, W. & Chen, J. (2019). The Effects of Vehicle Automation Level and Warning Type on Responses to Vehicle Hacking. In Proceedings of the Human Factors and Ergonomics Society 63rd International Annual Meeting (p. 1977). Washington, D.C.: HFES.
27. Chen, J., Mishler*, S., & Hu, B. (2018). Conveying Automation Reliability and Automation Error Type: An Empirical Study in the Cyber Domain. In Proceedings of the Human Factors and Ergonomics Society 62nd International Annual Meeting (pp. 172-173). Washington, D.C.: HFES.
28. Mishler*, S., & Chen, J. (2018). Effect of Response Method on Driver Responses to Auditory Warnings in Simulated Semi-autonomous Driving. In Proceedings of the Human Factors and Ergonomics Society 62nd International Annual Meeting (pp. 1934-1938). Washington, D.C.: HFES.
29. Mishler*, S., Chen, J., Sabic*, E., Hu, B. Li, N., & Proctor, R. W. (2017). Description-Experience Gap: The Role of Feedback and Description in Human Trust in Automation. In Proceedings of the Human Factors and Ergonomics Society 61st International Annual Meeting (p. 313). Washington, D.C.: HFES.
30. Sabic*, E. & Chen, J. (2017). Left or Right: Auditory Collision Warnings for Driving Assistance Systems (p. 1551). In Proceedings of the Human Factors and Ergonomics Society 61st International Annual Meeting. Washington, D.C.: HFES.
31. Sabic*, E., Mishler*, S., Chen, J., & Hu, B. (2017). Recognition of Car Warnings: An Analysis of Various Alert Types. In Proceedings of the 2017 SIGCHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI 2017) (pp. 2010-2016). New York: ACM. (Acceptance Rate: 39%)
32. Yang, W., Xiong, A., Chen, J., Proctor, R. W., & Li, N. (2017). Use of Phishing Training to Improve Security Warning Compliance: Evidence from a Field Experiment. In Proceedings of the Symposium and Bootcamp on the Science of Security (HoTSoS 2017) (pp. 52-61). New York: ACM.
33. Sabic*, E. & Chen, J. (2016). Threshold of Spearcon Recognition for Auditory Menus. In Proceedings of the Human Factors and Ergonomics Society 60th International Annual Meeting (pp. 1539-1543). Washington, D.C.: HFES.
34. Young*, T., Chen, J., & Shentu*, Z. (2016). Effect of Cursor Orientation on Left and Right Hands Performance. In Proceedings of the Human Factors and Ergonomics Society 60th International Annual Meeting (pp. 830-834). Washington, D.C.: HFES.
35. Chen, J., Ge, H., Yang, W., Li, N., & Proctor, R. W. (2016). Display of Major Risk Categories for Mobile Apps. In Proceedings of the Human Factors and Ergonomics Society 60th International Annual Meeting (p. 779). Washington, D.C.: HFES.
36. Jorgenson, Z., Chen, J., Gates, C., Li, N., Proctor, R. W., & Yu, T. (2015). Dimensions of Risk in Mobile Applications: A User Study. In Proceedings of Fifth ACM Conference on Data and Application Security and Privacy (CODASPY; pp. 49-60). New York, NY: ACM. (Acceptance Rate: 21%)
37. Chen, J., Gates, C., Li, N., & Proctor, R. W. (2014). Framing of Summary Risk/Safety Information and App Selection. In Proceedings of the Human Factors and Ergonomics Society 58th International Annual Meeting (pp. 1461-1465). Santa Monica, CA: HFES.
38. Chen, J., & Proctor, R. W. (2012). Up or Down: Directional Stimulus-Response Compatibility and Natural Scrolling. In Proceedings of the Human Factors and Ergonomics Society 56th International Annual Meeting (pp.1381-1385). Santa Monica, CA: HFES.
39. Gates, C., Li, N., Chen, J., & Proctor, R. W. (2012). CodeShield: Towards Personalized Application Whitelisting. In Proceedings of the 28th Annual Computer Security Applications Conference (pp. 279-288). New York, NY: ACM. (Acceptance Rate: 19%)
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