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Weather factor impacts on commuting to work by bicycle

机译:天气因素对骑自行车上下班的影响

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Objective: Quantify the impact of weather conditions on individual decisions to commute to work by bicycle among a diverse panel of adults who commute ≥ 2 miles each way. Method: Working adults (n = 163) in a northern U.S. state reported transportation mode for four seven-day periods in 2009-2010 that maximized seasonal weather variations. Personal characteristics, trip to work distances, and commuting mode data were linked to location- and time-specific weather data and daylight hours. Analyses focused on effect of weather conditions on reports of commuting by bicycle. Results: Participants were diverse in age, gender and bicycle use, but were relatively well-educated; they traveled to work by bicycle on 34.5% of the logged commuting days. Modeling indicated that the likelihood of bicycle commuting increased in the absence of rain (odds ratio = 1.91; 95% confidence interval 1.42, 2.57) and with higher temperatures (1.03; 1.02, 1.04), and decreased with snow (0.90; 0.84, 0.98) and wind (0.95; 0.92, 0.97). Independent effects also were found for bicycle commuting distance, gender, and age, but not for daylight hours. Conclusion: Precipitation, temperature, wind and snow conditions had significant and substantial independent effects on the odds of travel to work by bicycle among a diverse panel of adult bicycle commuters.
机译:目的:量化天气条件对单程通行≥2英里的成年成年人的影响。方法:美国北部该州的在职成年人(n = 163)报告了2009-2010年的四个七天时段的交通方式,该方式最大限度地提高了季节性天气变化。个人特征,上班路程和通勤模式数据与位置和特定时间的天气数据以及夏令时相关。分析主要集中在天气状况对自行车通勤报告的影响上。结果:参与者的年龄,性别和自行车使用情况各不相同,但受教育程度相对较高;他们在记录的通勤天中骑自行车上班的时间为34.5%。模型表明,在没有雨(奇数比= 1.91; 95%置信区间1.42,2.57)和较高温度(1.03; 1.02,1.04)的情况下,自行车通勤的可能性增加,而在下雪(0.90; 0.84,0.98)的情况下自行车通勤的可能性降低)和风(0.95; 0.92,0.97)。在自行车上下班距离,性别和年龄方面也发现了独立的影响,但在白天则没有。结论:降雨,温度,风雪条件对成年成年自行车通勤者群体的影响很大,并且对骑自行车上班的几率具有重要的独立影响。

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