Data Driven with Lou Peck
Data Driven with Lou Peck

Data Driven with Lou Peck

Lou Peck

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Episodes

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Hosted by Lou Peck, Data Driven interviews industry experts about the current and future states of collision reconstruction.

Recent Episodes

Swaroop Dinakar: Exploring Human Factors, ADAS, Fatality Trends, and SHRP2 Data
NOV 7, 2025
Swaroop Dinakar: Exploring Human Factors, ADAS, Fatality Trends, and SHRP2 Data
<p>Swaroop is a Managing Scientist at the famous Driver Research Institute, where he wears many hats including research, education, software development, and analysis of motor vehicle collisions.</p><p></p><p>He holds a bachelor’s in industrial engineering from Die Anon Saggar College of Engineering in India and a Master’s degree in industrial engineering from Texas A&amp;M University, where he focused on human factors.</p><p></p><p>Swaroop has published over 20 papers in the field of human factors and is a member of several driver safety related committees and technical groups.</p><p></p><p><strong>We covered a wide variety of human factors topics, including:</strong></p><ul><li>The science of evaluating a driver’s response</li><li>Pedestrian detection and safety</li><li>Fatality trends and insights</li><li>The SHRP2 data gold mine (Strategic Highway Research Program)</li><li>Naturalistic braking data</li><li>Documenting nighttime scenes</li><li>And more...</li></ul><p></p><p>Two clarifications from the show:</p><ul><li>Biomotion is referred to as “biometric” on a few occasions.</li><li>Fatal pedestrian crashes with intoxicated crash stats: Drivers &gt;0.08 is ~18% and Peds &gt;0.08 is ~30%. Overall ~43% where either one was &gt;0.08.</li></ul><p></p><p>You can watch the podcast and find links from the show <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-dinakar">here</a>.</p><p></p><p>--</p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/swaroopdinakar/">Connect with Swaroop</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://driverresearchinstitute.com/">Driver Research Institute</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://driverresearchinstitute.com/subscription/">Response / IDRR</a></p><p></p><p>--</p><p></p><p><strong>Timeline of Topics</strong></p><p></p><p>00:00:00 - Team Growth and Research Methodology Challenges</p><p>00:04:01 - Unbiased Human Factors Analysis and Study Compilation</p><p>00:13:22 - Perception-Response Time Variables, Adjustments, and IDRR Development</p><p>00:20:38 - Journey into Human Factors Engineering</p><p>00:23:33 - Rising Fatality Trends and Emergency Vehicle Distractions</p><p>00:31:57 - Haptic Feedback, ADAS Warnings, and System Limitations</p><p>00:37:02 - Roles at Driver Research Institute and Response Software Overview</p><p>00:48:23 - Detailed Fatality Trends and ADAS Effectiveness</p><p>00:50:26 - Pedestrian Safety: Nighttime Visibility and Contributing Factors</p><p>00:58:20 - Overestimation of Visibility and Retroreflective Clothing Studies</p><p>01:10:53 - Tennis Ball Visibility Study and Bicyclist/Pedestrian Enhancements</p><p>01:28:13 - Pedestrian Walking Speeds, Adjustments, and Response Integration</p><p>01:33:43 - Case Handling: Site Inspections, Tools, and Analysis Process</p><p>01:45:01 - SHRP2 Naturalistic Data Introduction and Braking Insights</p><p>02:19:26 - Key Takeaways from SHRP2 Research on Crash Types and Responses</p><p>02:35:57 - ADAS Challenges: Distractions, Takeover, and Human-Machine Interaction</p><p>02:46:06 - Looming Effects, Lead Vehicle Detection, and Specific Influences</p><p>03:05:52 - Expert Testimony Advice and Demonstratives</p><p>03:09:29 - Turning Crash Analysis into Broader Safety Improvements</p>
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195 MIN
Ed Fatzinger: Deconstructing Kawasaki events, exploring Ducati DDM, and all things motorcycle data
OCT 15, 2025
Ed Fatzinger: Deconstructing Kawasaki events, exploring Ducati DDM, and all things motorcycle data
<p>Lou sits down with motorcycle data guru, Ed Fatzinger. Ed is the director of accident reconstruction at YA Engineering. He holds a bachelor’s in mechanical engineering from West Virginia University and a master’s in aerospace engineering from Embry Riddle University. He’s also a professional engineer, ACTAR-accredited reconstructionist, and a member of the SAE accident reconstruction committee. </p><p></p><p>He’s published several papers on the topic of motorcycle crash data. In this episode, you’ll learn about:</p><p>• Kawasaki data and how Ed started down that path</p><p>• Ducati’s Data Monitoring system</p><p>• Bombardier’s BUDS data</p><p>• Airbags vests</p><p>• Apps</p><p>• Diagnostic tools</p><p>• And more…</p><p></p><p>You can watch the podcast and find links from the show <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-fatzinger">here</a>.</p><p></p><p>--</p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/ed-fatzinger-p-e-36268761/">Connect with Ed</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="http://EdFatzinger.com">EdFatzinger.com</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.yagroup.com/associates/edward-fatzinger/">YA Engineering</a></p><p></p><p>--</p><p></p><p><strong>Timeline of Topics</strong></p><p>00:00:00 – Bikes in the shop and Ducati’s modern tech</p><p>00:04:03 – Discovering Kawasaki’s hidden EDR system</p><p>00:07:18 – Breaking barriers: early roadblocks and first contact with Kawasaki</p><p>00:12:03 – Data mysteries and how manufacturers respond</p><p>00:15:43 – How motorcycle EDRs actually trigger (and how Ed tested it)</p><p>00:20:43 – Cracking the code: reverse-engineering and publishing the first papers</p><p>00:25:03 – Education, persistence, and field testing across the country</p><p>00:32:48 – Tip-over sensors, power loss, and missing crash data</p><p>00:37:38 – Inside the data: speed, traction, throttle, clutch, and gears</p><p>00:47:17 – Validating accuracy and correcting speed data</p><p>00:52:16 – Power loss anomalies and how to preserve motorcycle EDR evidence</p><p>01:04:17 – Off-road vehicles, BRP systems, and what “last instant data” really means</p><p>01:12:21 – Diagnostic tools, Ducati EDRs, and the future of rider data</p><p>01:34:49 – Airbag vest systems and data availability</p><p>01:41:23 – Ducati Data Analyzer and practical applications</p><p>01:56:54 – Smartphone-based data</p><p>01:59:24 – Lessons learned and how to connect with Ed</p><p></p><p></p>
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120 MIN
Matt DiSogra and Jeff Hirsch: Bendix data and developing a translation protocol
SEP 18, 2025
Matt DiSogra and Jeff Hirsch: Bendix data and developing a translation protocol
<p>Lou sits down with Matt DiSogra of Delta |v| and Jeff Hirsch of Drive Forensics to discuss their recent SAE paper, Examination of the Data Structures of the Bendix® Data Recorder.</p><p></p><p>The podcast is available to watch <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-disogra-and-hirsch">here</a>.</p><p></p><p>--</p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.deltavinc.com/the-delta-v-experience/delta-v-our-team/">Connect with Matt</a></p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/jeffrey-hirsch-m-e-p-e-87956625b/">Connect with Jeff</a></p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://new.sae.org/papers/examination-data-structures-bendix-data-recorder-2025-01-8712">Read their paper (DiSogra, M., Hirsch, J., and Yeakley, A., "Examination of the Data Structures of the Bendix® Data Recorder," SAE Technical Paper 2025-01-8712, 2025)</a></p><p></p><p>--</p><p></p><p>Timeline of Topics</p><p>00:00 - Introduction and BDR Basics</p><p>03:59 - BDR Modules, Data, and Triggers</p><p>09:27 - Data Retrieval and SAE Paper Overview</p><p>12:50 - Translation Process and Validation</p><p>23:15 - Practitioner Implications and Options</p><p>29:20 - Future Plans and Insights</p><p>34:55 - Industry Trends</p><p></p><p>--</p><p></p><p>Links from the show can be found <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-disogra-and-hirsch">here</a>.</p>
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42 MIN
Jarrod Carter: Presenting at trial, mentoring young recons, managing a firm, and finding balance.
SEP 8, 2025
Jarrod Carter: Presenting at trial, mentoring young recons, managing a firm, and finding balance.
<p>Lou sits down with Jarrod Carter of Origin Forensics to discuss presenting at trial, mentoring young recons, managing a firm, and finding balance.</p><p></p><p>The podcast is available to watch <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-carter">here</a>.</p><p></p><p>--</p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/jarrodcarterphd/">Connect with Jarrod</a></p><p> </p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://origin4n6.com/">Origin Forensics</a></p><p></p><p>--</p><p></p><p>Timeline of Topics</p><p>00:00:00 - Introduction and the "Rub Some Dirt on It" philosophy</p><p>07:28:00 - Managing caseload and scope of work</p><p>12:18:00 - Building and running a recon team</p><p>27:16:00 – Presenting to the court</p><p>36:42:00 - Education and mentors</p><p>41:47:00 - Energy methods and restitution</p><p>46:53:00 - Teaching juries</p><p>01:02:49 - Public speaking and testimony skills</p><p>01:09:24 - Continuous learning and new tools</p><p>01:13:29 - Demonstratives and exhibits</p><p>01:25:07 - Hiring and nurturing a team, prioritizing family, and avoiding burnout</p><p>02:17:17 - AI in recon</p><p>02:49:44 - Future of AI (AGI, Reasoning)</p><p></p><p>--</p><p></p><p>Links from the show can be found <a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/data-driven-carter">here</a>. </p><p></p>
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185 MIN
Randy Bauder + Taylor Walker: Tools and Tactics for Acing the ACTAR Examination
MAY 30, 2025
Randy Bauder + Taylor Walker: Tools and Tactics for Acing the ACTAR Examination
<p>Lou sits down with Randy Bauder and Taylor Walker to discus the ACTAR exam – why they sought accreditation, how they prepared, and their advice for others taking the test. </p><p></p><p>--</p><p></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/randolphbauder/">Connect with Randy</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://actar.org/">Learn more about ACTAR</a></p><p><a target="_blank" rel="noopener noreferrer nofollow" href="https://lightpointdata.com/articles/2023/10/16/navigating-actar-the-ultimate-guide-to-becoming-an-accredited-reconstructionist">Read about the accreditation process</a></p><p></p><p>--</p><p></p><p><strong>Timeline of Topics</strong></p><p></p><p><strong>Randy Bauder</strong></p><p>00:00:00 – Introduction to the show and Randy’s background</p><p>00:04:33 – Randy’s decision to pursue accreditation</p><p>00:08:13 – The application process and requirements to sit for the exam</p><p>00:10:46 – Distinction between ACTAR and PE</p><p>00:12:30 – Preparation for the exam</p><p>00:20:30 – Reference materials used during the exam</p><p>00:25:50 – The morning session</p><p>00:31:37 – The afternoon session</p><p>00:34:35 – Finding out the results</p><p>00:36:41 – Advice for others seeking accreditation</p><p> </p><p><strong>Taylor Walker</strong></p><p>00:39:40 – Introduction to Taylor’s background</p><p>00:45:03 – Taylor’s decision to pursue accreditation</p><p>00:52:20 – Training prior to the exam</p><p>00:55:09 – Preparation for the exam</p><p>01:02:44 – Advice for others seeking accreditation</p><p>01:04:48 – Tools used during the afternoon session</p><p>01:12:12 – The morning session</p><p>01:17:01 – The afternoon session</p><p>01:25:58 – Finding out the results</p><p>01:26:42 – Would you do anything differently a second time around?</p><p></p><p>--</p><p></p><p><strong>Resources Discussed</strong></p><ul><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.rich-llc.com/Training/ACTAR%2520Prep%2520Classes.html">Andy Rich’s Prep Course</a> </li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://ca2rs.org/">CA Association of Accident Reconstruction Specialists (CA2RS) </a></li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://post.ca.gov/">California Peace Officer Standards and Training</a> </li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://iptm.unf.edu/online-training.html">IPTM Courses – Crash Investigation and ACTAR Prep</a> </li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://sps.northwestern.edu/center-for-public-safety/crash/">Northwestern University Center for Public Safety</a> </li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://collisionsafety.net/courses/">Rusty Haight | Collision Safety Institute</a></li><li><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.youtube.com/channel/UCwtS_m8ia5dbYORl66H8XQw">YouTube Test Prep</a></li></ul>
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91 MIN