{"id":13613,"date":"2022-05-01T10:42:34","date_gmt":"2022-05-01T08:42:34","guid":{"rendered":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/?p=13613"},"modified":"2022-05-01T10:43:19","modified_gmt":"2022-05-01T08:43:19","slug":"big-data-2","status":"publish","type":"post","link":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/2022\/05\/01\/big-data-2\/","title":{"rendered":"Big Data: When and Where Do Distracted Driving Events Occur?"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\"><i>Source: Samsara<\/i><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\"><b>One of the best ways to change a behavior is to flag it as it happens. Real-time feedback on speeding, harsh braking events, and other distracted behaviors make it possible to detect and coach drivers on risky behaviors.<\/b><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">April is Distracted Driving Awareness Month, an annual effort sponsored by the United States\u00a0National Safety Council (NSC)\u00a0to shine a light on the consequences of distracted driving and help make roadways safer. Distracted driving is a\u00a0leading cause\u00a0of vehicle collisions, and\u00a0more than 3,000 people\u00a0in the U.S. were killed in motor vehicle crashes involving distracted drivers in 2020 alone.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">&#8220;Distracted driving accounts for nearly 10% of fatal crashes in the U.S.,&#8221; said Noah Budnick, executive director for Together for Safer Roads. &#8220;Adding to this heartbreak is that these crashes are preventable. Distracted driving is a public health epidemic that we must address.&#8221;<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">For fleet safety leaders, coaching drivers on risky behaviors \u2014 including distracted driving \u2014 is a priority all year round. To help bring awareness to this important safety issue, Samsara looked into data to uncover trends in distracted driving.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Samsara reviewed more than 9.8 million distracted driving alerts from March 1, 2021 to March 31, 2022. It evaluated passenger, light-duty, and heavy-duty vehicles across all industries served, including transportation, utilities, field services, and manufacturing, among others.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span style=\"color: #0000ff;\">The Average Speed When a Distracted Driving Event Occurs is 55 MPH<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Samsara data shows that the average speed when a distracted driving event occurs is 55 MPH. This suggests that most instances of distracted driving events likely occur on highways. Long stretches of road can lead to fatigue or boredom behind the wheel, making it easy for drivers to become distracted. Some drivers may feel they can safely take their eyes off the road for a few moments, but at 55 MPH, you can travel the length of a football field in five seconds.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Distracted Driving Events Occur Less Frequently on the Weekend<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">When comparing distracted driving events per 1,000 miles driven, Samsara data shows that distracted driving is the most prominent on weekdays, with Monday having the highest amount of alerts, closely followed by Friday. Monday saw a 33% jump in distracted driving events per 1,000 miles driven compared to Sundays. This may be because drivers can experience increased communication, like messages from the front office, and feel the need to provide a timely response.<\/span><\/p>\n<figure class=\"article-img\" style=\"text-align: justify;\"><span style=\"color: #0000ff;\"><img class=\"wrapImageCMS aligncenter\" src=\"https:\/\/fleetimages.bobitstudios.com\/upload\/automotive-fleet\/content\/news\/2022-04\/data-story-april-2022-3-__-720x516-s.png\" alt=\"Technology can be a valuable\u00a0tool to engage and reward drivers. - Source: Samsara\" \/><\/span><figcaption class=\"caption-description\">\n<p style=\"text-align: center;\"><span style=\"color: #0000ff;\">Technology can be a valuable tool to engage and reward drivers. Source: Samsara<\/span><\/p>\n<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Distracted Driving Events Occur Most Often in the Afternoon<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">When comparing distracted driving events per 1,000 miles driven, Samsara data shows that distracted driving events occur most frequently in the afternoon between noon\u00a0and 5 p.m. There was a 25% increase in the number of distracted driving events in the afternoon as compared to the morning. This may be because some drivers are looking for lunch break stops or are sitting in afternoon rush hour traffic.<\/span><\/p>\n<figure class=\"article-img\" style=\"text-align: justify;\"><span style=\"color: #0000ff;\"><img class=\"wrapImageCMS aligncenter\" src=\"https:\/\/fleetimages.bobitstudios.com\/upload\/automotive-fleet\/content\/news\/2022-04\/data-story-april-2022-4-__-720x516-s.png\" alt=\"Samsara found that in-cab alerts can help drivers refocus their attention in the moment and change behavior over time. - Source: Samsara\" \/><\/span><figcaption class=\"caption-description\">\n<p style=\"text-align: center;\"><span style=\"color: #0000ff;\">Samsara found that in-cab alerts can help drivers refocus their attention in the moment and change behavior over time. Source: Samsara<\/span><\/p>\n<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Drivers Speed Nearly a Quarter of the Time for Trips Between 2 to\u00a02.5 hours<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Another leading cause of collisions is speeding. For more than two decades, speeding has been involved in\u00a0approximately one-third\u00a0of all motor vehicle fatalities. Speeding is another important safety issue to coach drivers on, especially since distracted driving is particularly dangerous when combined with high speeds. Samsara took a closer look at recent speeding data from January 1, 2022 to March 31, 2022 and found that speeding is a concern across all vehicle types.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Samsara selected the cohort of trips that lasted between two and two and a half hours to determine how often drivers were speeding during this duration of time. It was found that drivers across all vehicle types spent 24% of their trip speeding. Light-duty vehicles spent 30% of their trip duration speeding, the highest in comparison to heavy-duty and passenger vehicle trips. This is likely because light-duty vehicles have the opportunity to easily travel at high speeds and have fewer speeding limit restrictions.<\/span><\/p>\n<figure class=\"article-img\" style=\"text-align: justify;\"><span style=\"color: #0000ff;\"><img class=\"wrapImageCMS aligncenter\" src=\"https:\/\/fleetimages.bobitstudios.com\/upload\/automotive-fleet\/content\/news\/2022-04\/data-story-april-2022-2-__-720x516-s.png\" alt=\"For fleets with hundreds or thousands of drivers, it\u2019s important to focus coaching efforts on the highest-risk drivers. - Source: Samsara\" \/><\/span><figcaption class=\"caption-description\">\n<p style=\"text-align: center;\"><span style=\"color: #0000ff;\">For fleets with hundreds or thousands of drivers, it\u2019s important to focus coaching efforts on the highest-risk drivers. Source: Samsara<\/span><\/p>\n<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Tips for Coaching Drivers on Distracted Driving and Other Risky Behaviors<\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Ongoing education and one-on-one coaching are important, even for experienced drivers. But without visibility into behavior on the road, coaching is often reactive, and only happens after an incident, collision, or injury has occurred.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">\u201cGreat fleets with strong safety cultures understand that spending time on employee development is the best way to grow long-term safety awareness and reduce risky behaviors behind the wheel,\u201d said Budnick. \u201cNo human being is perfect. We all make mistakes. For this reason, we need to catch errors and better support the professional drivers we rely on.\u201d<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Here are a few tips on coaching drivers effectively:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><span style=\"color: #0000ff;\"><strong>Change behavior in the moment with in-cab alerts<\/strong>: One of the best ways to change a behavior is to flag it as it happens. Real-time feedback on speeding, harsh braking events, and other distracted behaviors make it possible to detect and coach drivers on risky behaviors in real time. In-cab alerts can help drivers refocus their attention in the moment and change behavior over time.<\/span><\/li>\n<li><span style=\"color: #0000ff;\"><strong>Provide one-on-one coaching to high-risk drivers<\/strong>: For fleets managing hundreds or thousands of drivers, it\u2019s particularly important to focus coaching efforts on the highest-risk drivers. Data on distracted driving and speeding \u2014 or safety scores that aggregate a wide array of risk data \u2014 can help identify drivers who would benefit from one-on-one coaching or additional training.<\/span><\/li>\n<li><span style=\"color: #0000ff;\"><strong>Reward positive behavior with public recognition<\/strong>: Technology should be used as a tool to engage and reward drivers \u2014 not as a hammer. In fact, the\u00a0NSTSCE\u00a0analyzed video-based driver coaching programs and found that managers \u201cmust provide feedback on safe driving behaviors, rather than only risky behaviors, or the process will be viewed negatively.\u201d Safety-focused companies may offer additional paid time off or bonuses to their best drivers based on the fewest number of harsh braking events or excessive speed warnings. This recognizes good behavior and encourages drivers to do better. Make sure to recognize and reward drivers for following safe practices and improving over time.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"color: #0000ff;\">Together for Safer Roads\u00a0surveyed\u00a0drivers and found more than half view themselves as safer and more careful following in-cab camera adoption.<\/span><\/p>\n<p style=\"text-align: justify;\"><em><strong>About the Author<\/strong>:\u00a0Sowmya Murali is big data-analytics manager for Samsara.\u00a0Samsara\u2019s Connected Operations Cloud collects more than 4.6 trillion sensor data points annually from IoT devices across diverse industries around the world. For more, check out\u00a0<a href=\"https:\/\/www.samsara.com\/blog\/category\/safety\/\" target=\"_blank\" rel=\"noopener noreferrer\">Samsara\u2019s\u00a0blog<\/a>.<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>by <a href=\"https:\/\/www.automotive-fleet.com\/authors\/324937\/staff\">Automotive Fleet Staff<\/a><\/p>\n<p><span class=\"posted-by\">Source: <a href=\"https:\/\/www.automotive-fleet.com\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.automotive-fleet.com<\/a><\/span><\/p>\n<div class=\"g-cols wpb_row type_default valign_top vc_inner vc_custom_1585038969469\">\n<div class=\"vc_col-sm-12 wpb_column vc_column_container\">\n<div class=\"vc_column-inner\">\n<div class=\"wpb_wrapper\">\n<div class=\"w-post-elm post_content\">\n<div class=\"g-cols wpb_row type_default valign_top vc_inner vc_custom_1585038969469\">\n<div class=\"vc_col-sm-12 wpb_column vc_column_container\">\n<div class=\"vc_column-inner\">\n<div class=\"wpb_wrapper\">\n<div class=\"w-post-elm post_content\">\n<div 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it happens. Real-time feedback on speeding, harsh braking events, and other distracted behaviors make it possible to detect and coach drivers on risky behaviors. April is Distracted Driving Awareness Month, an annual effort sponsored by the United States\u00a0National Safety&#8230;<\/p>\n","protected":false},"author":3,"featured_media":13614,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[264,6],"_links":{"self":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/13613"}],"collection":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/comments?post=13613"}],"version-history":[{"count":2,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/13613\/revisions"}],"predecessor-version":[{"id":13616,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/13613\/revisions\/13616"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/media\/13614"}],"wp:attachment":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/media?parent=13613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/categories?post=13613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/tags?post=13613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}