PMID- 36429906 OWN - NLM STAT- MEDLINE DCOM- 20221129 LR - 20230123 IS - 1660-4601 (Electronic) IS - 1661-7827 (Print) IS - 1660-4601 (Linking) VI - 19 IP - 22 DP - 2022 Nov 17 TI - Effects of Distracting Behaviors on Driving Workload and Driving Performance in a City Scenario. LID - 10.3390/ijerph192215191 [doi] LID - 15191 AB - Distractors faced by drivers grow continuously, and concentration on driving becomes increasingly difficult, which has detrimental influences on road traffic safety. The present study aims to investigate changes in driving workload and driving performance caused by distracting tasks. The recruited subjects were requested to drive along a city route in a real vehicle and perform three secondary tasks sequentially. Electrocardiography and driving performance were measured. Heart rate variability (HRV) was adopted to quantitatively analyze the driving workload. Findings show that: (i) increments are noticed in the root mean square differences of successive heartbeat intervals (RMSSD), the standard deviation of normal-to-normal peak (SDNN), the heart rate growth rate (HRGR), and the ratio of low-frequency to high-frequency powers (LF/HF) compared to undistracted driving; (ii) the hands-free phone conversation task has the most negative impacts on driving workload; (iii) vehicle speed reduces due to secondary tasks while changes in longitudinal acceleration exhibit inconsistency; (iv) the experienced drivers markedly decelerate during hands-free phone conversation, and HRGR shows significant differences in both driving experience and gender under distracted driving conditions; (v) correlations exist between HRV and driving performance, and LF/HF correlates positively with SDNN/RMSSD in the hands-free phone conversation and chatting conditions while driving. FAU - Luo, Shuang AU - Luo S AD - College of Traffic and Transportation, Chongqing Jiaotong University, Chongqing 400074, China. FAU - Yi, Xinxin AU - Yi X AD - Chongqing Chang'an Automobile Co., Ltd., Chongqing 400023, China. FAU - Shao, Yiming AU - Shao Y AD - College of Traffic and Transportation, Chongqing Jiaotong University, Chongqing 400074, China. FAU - Xu, Jin AU - Xu J AD - College of Traffic and Transportation, Chongqing Jiaotong University, Chongqing 400074, China. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20221117 PL - Switzerland TA - Int J Environ Res Public Health JT - International journal of environmental research and public health JID - 101238455 SB - IM MH - Humans MH - *Workload MH - *Cell Phone MH - Attention MH - Acceleration MH - Communication PMC - PMC9690507 OTO - NOTNLM OT - city route OT - distracted driving OT - driving performance OT - heart rate variability OT - real driving condition COIS- The authors declare no conflict of interest. The company had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. EDAT- 2022/11/27 06:00 MHDA- 2022/11/30 06:00 PMCR- 2022/11/17 CRDT- 2022/11/26 01:12 PHST- 2022/10/29 00:00 [received] PHST- 2022/11/11 00:00 [revised] PHST- 2022/11/15 00:00 [accepted] PHST- 2022/11/26 01:12 [entrez] PHST- 2022/11/27 06:00 [pubmed] PHST- 2022/11/30 06:00 [medline] PHST- 2022/11/17 00:00 [pmc-release] AID - ijerph192215191 [pii] AID - ijerph-19-15191 [pii] AID - 10.3390/ijerph192215191 [doi] PST - epublish SO - Int J Environ Res Public Health. 2022 Nov 17;19(22):15191. doi: 10.3390/ijerph192215191.