Data Driven with Lou Peck

Lou Peck
  • 5.0 (10)
  • TECHNOLOGY

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

  1. Swaroop Dinakar: Exploring Human Factors, ADAS, Fatality Trends, and SHRP2 Data

    11/07/2025

    Swaroop Dinakar: Exploring Human Factors, ADAS, Fatality Trends, and SHRP2 Data

    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. 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&M University, where he focused on human factors. 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. We covered a wide variety of human factors topics, including: The science of evaluating a driver’s responsePedestrian detection and safetyFatality trends and insightsThe SHRP2 data gold mine (Strategic Highway Research Program)Naturalistic braking dataDocumenting nighttime scenesAnd more... Two clarifications from the show: Biomotion is referred to as “biometric” on a few occasions.Fatal pedestrian crashes with intoxicated crash stats: Drivers >0.08 is ~18% and Peds >0.08 is ~30%. Overall ~43% where either one was >0.08. You can watch the podcast and find links from the show here. -- Connect with Swaroop Driver Research Institute Response / IDRR -- Timeline of Topics 00:00:00 - Team Growth and Research Methodology Challenges 00:04:01 - Unbiased Human Factors Analysis and Study Compilation 00:13:22 - Perception-Response Time Variables, Adjustments, and IDRR Development 00:20:38 - Journey into Human Factors Engineering 00:23:33 - Rising Fatality Trends and Emergency Vehicle Distractions 00:31:57 - Haptic Feedback, ADAS Warnings, and System Limitations 00:37:02 - Roles at Driver Research Institute and Response Software Overview 00:48:23 - Detailed Fatality Trends and ADAS Effectiveness 00:50:26 - Pedestrian Safety: Nighttime Visibility and Contributing Factors 00:58:20 - Overestimation of Visibility and Retroreflective Clothing Studies 01:10:53 - Tennis Ball Visibility Study and Bicyclist/Pedestrian Enhancements 01:28:13 - Pedestrian Walking Speeds, Adjustments, and Response Integration 01:33:43 - Case Handling: Site Inspections, Tools, and Analysis Process 01:45:01 - SHRP2 Naturalistic Data Introduction and Braking Insights 02:19:26 - Key Takeaways from SHRP2 Research on Crash Types and Responses 02:35:57 - ADAS Challenges: Distractions, Takeover, and Human-Machine Interaction 02:46:06 - Looming Effects, Lead Vehicle Detection, and Specific Influences 03:05:52 - Expert Testimony Advice and Demonstratives 03:09:29 - Turning Crash Analysis into Broader Safety Improvements

    3h 16m
  2. Ed Fatzinger: Deconstructing Kawasaki events, exploring Ducati DDM, and all things motorcycle data

    10/15/2025

    Ed Fatzinger: Deconstructing Kawasaki events, exploring Ducati DDM, and all things motorcycle data

    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. He’s published several papers on the topic of motorcycle crash data. In this episode, you’ll learn about: • Kawasaki data and how Ed started down that path • Ducati’s Data Monitoring system • Bombardier’s BUDS data • Airbags vests • Apps • Diagnostic tools • And more… You can watch the podcast and find links from the show here. -- Connect with Ed EdFatzinger.com YA Engineering -- Timeline of Topics 00:00:00 – Bikes in the shop and Ducati’s modern tech 00:04:03 – Discovering Kawasaki’s hidden EDR system 00:07:18 – Breaking barriers: early roadblocks and first contact with Kawasaki 00:12:03 – Data mysteries and how manufacturers respond 00:15:43 – How motorcycle EDRs actually trigger (and how Ed tested it) 00:20:43 – Cracking the code: reverse-engineering and publishing the first papers 00:25:03 – Education, persistence, and field testing across the country 00:32:48 – Tip-over sensors, power loss, and missing crash data 00:37:38 – Inside the data: speed, traction, throttle, clutch, and gears 00:47:17 – Validating accuracy and correcting speed data 00:52:16 – Power loss anomalies and how to preserve motorcycle EDR evidence 01:04:17 – Off-road vehicles, BRP systems, and what “last instant data” really means 01:12:21 – Diagnostic tools, Ducati EDRs, and the future of rider data 01:34:49 – Airbag vest systems and data availability 01:41:23 – Ducati Data Analyzer and practical applications 01:56:54 – Smartphone-based data 01:59:24 – Lessons learned and how to connect with Ed

    2 hr
  3. Matt DiSogra and Jeff Hirsch: Bendix data and developing a translation protocol

    09/18/2025

    Matt DiSogra and Jeff Hirsch: Bendix data and developing a translation protocol

    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. The podcast is available to watch here. -- Connect with Matt Connect with Jeff 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) -- Timeline of Topics 00:00 - Introduction and BDR Basics 03:59 - BDR Modules, Data, and Triggers 09:27 - Data Retrieval and SAE Paper Overview 12:50 - Translation Process and Validation 23:15 - Practitioner Implications and Options 29:20 - Future Plans and Insights 34:55 - Industry Trends -- Links from the show can be found here.

    42 min
  4. Jarrod Carter: Presenting at trial, mentoring young recons, managing a firm, and finding balance.

    09/08/2025

    Jarrod Carter: Presenting at trial, mentoring young recons, managing a firm, and finding balance.

    Lou sits down with Jarrod Carter of Origin Forensics to discuss presenting at trial, mentoring young recons, managing a firm, and finding balance. The podcast is available to watch here. -- Connect with Jarrod Origin Forensics -- Timeline of Topics 00:00:00 - Introduction and the "Rub Some Dirt on It" philosophy 07:28:00 - Managing caseload and scope of work 12:18:00 - Building and running a recon team 27:16:00 – Presenting to the court 36:42:00 - Education and mentors 41:47:00 - Energy methods and restitution 46:53:00 - Teaching juries 01:02:49 - Public speaking and testimony skills 01:09:24 - Continuous learning and new tools 01:13:29 - Demonstratives and exhibits 01:25:07 - Hiring and nurturing a team, prioritizing family, and avoiding burnout 02:17:17 - AI in recon 02:49:44 - Future of AI (AGI, Reasoning) -- Links from the show can be found here.

    3h 6m
  5. Randy Bauder + Taylor Walker: Tools and Tactics for Acing the ACTAR Examination

    05/30/2025

    Randy Bauder + Taylor Walker: Tools and Tactics for Acing the ACTAR Examination

    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. -- Connect with Randy Learn more about ACTAR Read about the accreditation process -- Timeline of Topics Randy Bauder 00:00:00 – Introduction to the show and Randy’s background 00:04:33 – Randy’s decision to pursue accreditation 00:08:13 – The application process and requirements to sit for the exam 00:10:46 – Distinction between ACTAR and PE 00:12:30 – Preparation for the exam 00:20:30 – Reference materials used during the exam 00:25:50 – The morning session 00:31:37 – The afternoon session 00:34:35 – Finding out the results 00:36:41 – Advice for others seeking accreditation Taylor Walker 00:39:40 – Introduction to Taylor’s background 00:45:03 – Taylor’s decision to pursue accreditation 00:52:20 – Training prior to the exam 00:55:09 – Preparation for the exam 01:02:44 – Advice for others seeking accreditation 01:04:48 – Tools used during the afternoon session 01:12:12 – The morning session 01:17:01 – The afternoon session 01:25:58 – Finding out the results 01:26:42 – Would you do anything differently a second time around? -- Resources Discussed Andy Rich’s Prep Course CA Association of Accident Reconstruction Specialists (CA2RS) California Peace Officer Standards and Training IPTM Courses – Crash Investigation and ACTAR Prep Northwestern University Center for Public Safety Rusty Haight | Collision Safety InstituteYouTube Test Prep

    1h 32m
  6. Jeff Suway: quantifying luminance with a camera, video analysis, & his love of retroreflective tape

    10/04/2024

    Jeff Suway: quantifying luminance with a camera, video analysis, & his love of retroreflective tape

    Lou sits down with Jeff Suway of JS Forensics to discuss how he got into recon, the current state of his firm, Jeff's real love: retroreflective tape, quantifying luminance with a camera, video analysis, and much more. The podcast is available to watch here. -- Connect with Jeff JS Forensics Nitere -- Timeline of Topics 00:00:00 – Jeff’s background and introduction to forensics 00:20:16 – JS Forensics: Jeff’s vision for the company and his current team 00:31:45 - Jeff’s fascination with retroreflective tape 00:44:35 – Quantifying luminance with a consumer grade camera 00:59:00 – Presenting in the courtroom 01:02:26 – How to take contrast measurements 01:19:53 – Nitere applications 01:28:11 – Necessities for a recon trying to do nighttime analysis 01:39:57 – Methods and tools Jeff’s experimenting with 01:43:06 – How Jeff stays in touch with the latest tech in the industry 01:47:11 – Rapid fire: What Jeff uses point clouds for, best investment under 5k, and most used papers -- Papers Discussed (in order of appearance)Suway, J., Suway, S., “A Method for digital Video Camera Calibration for Luminance Estimation” Society of Automotive Engineers (SAE) World Congress and Exhibition, 2017, SAE Paper No. 2017-01-1368Suway, J., Suway, S., "A More Robust Method for Digital Video Camera Calibration for Luminance Estimation" SAE Technical Paper 2022-01-0802, 2022Muttart, J., "Factors that Influence Drivers' Response Choice Decisions in Video Recorded Crashes," SAE Technical Paper 2005-01-0426, 2005, https://doi.org/10.4271/2005-01-0426.Cipriani, A., Bayan, F., Woodhouse, M., Cornetto, A. et al., "Low Speed Collinear Impact Severity: A Comparison Between Full Scale Testing and Analytical Prediction Tools with Restitution Analysis," SAE Technical Paper 2002-01-0540, 2002, https://doi.org/10.4271/2002-01-0540.Suway, J., Welcher, J., “A Quantitative Method for Accurately Depicting still photographs or video of a night-time scene Utilizing Equivalent Contrast” Society of Automotive Engineers (SAE) World Congress and Exhibition, 2016, SAE Paper No. 2016-01-1463.

    1h 57m
  7. Jeff Muttart: driver response, autonomous vehicles, training novices, and the evolution of recon.

    02/09/2024

    Jeff Muttart: driver response, autonomous vehicles, training novices, and the evolution of recon.

    Lou sits down with Jeff Muttart to discuss driver response, autonomous vehicles, training novices, and the evolution of recon. The podcast is available to watch with video here. -- Connect with Jeff Driver Research Institute Response Education Drivers’ Response in Emergency Situations Book Published Papers Swaroop Dinakar -- Timeline of Topics 00:01:22 The origin of a data junkie 00:13:02 The 16-year-old driver 00:23:52 Moving from the police department to academia 00:31:36 Jeff’s first success 00:40:07 The PRT of automated vehicles 00:52:14 Why are ped fatalities on the rise even with the increase in ADAS-equipped vehicles? 01:04:42 Analyzing the SHRP-2 data 01:17:53 Where are humans most vulnerable? 01:29:27 Access to video 01:39:39 Age as a factor 01:54:30 Jeff’s current toolkit 02:12:55 Autonomous vehicles 02:28:33 Predictions for the future 02:36:27 Motorcyclist PRT research 02:44:58 Applying the literature 02:53:22 What tool will be gone in 5-10 years? 02:57:02 Driver Research Institute and the future -- Studies, Literature, and Tools Discussed 100 Motorcyclists Study Development and Evaluation of Driver Response Time Predictors Based upon Meta Analysis Human Performance Lab at UMass Amherst (HPL) Konica Minolta Luminance Meter Part 563 Risk and Perception Training (RAPT) Strategic Highway Research Program (SHRP) SHRP-2 Sony Alpha 7S II SWOV

    3h 12m
  8. Tim Cheek and Matt DiSogra: heavy vehicle data and its proliferation, the modern HVEDR toolkit, and the future of the field.

    11/29/2023

    Tim Cheek and Matt DiSogra: heavy vehicle data and its proliferation, the modern HVEDR toolkit, and the future of the field.

    Lou sits down with Tim Cheek and Matt DiSogra to discuss heavy vehicle data and its proliferation, the modern HVEDR toolkit, and the future of the field. The podcast is available to watch with video here. -- DELTA |v| Forensic Engineering Tim Cheek Matt DiSogra SAE Course - Accessing and Interpreting Heavy Vehicle Event Data Recorders HVEDR.com -- Timeline of Topics 00:01:23 Tim and Matt’s backgrounds 00:05:45 Definition of HVEDR 00:12:42 What sources of data are available on a heavy vehicle and how do you access them? 00:30:21 Preparing for a heavy vehicle inspection and triaging once you’re there 00:39:55 How do you keep up with it all? 00:43:44 Last stop data 00:49:45 Fault code setting event and the associated data 00:57:43 Autonomy in heavy trucking 01:06:59 What tools are needed to access Bendix data? 01:13:05 Sharing knowledge in a changing environment 01:16:58 WABCO Systems 01:19:57 Increase in data sources 01:24:53 Accessing trailer data 01:27:25 Modern toolkit for a heavy truck inspection 01:40:08 Will event data recorders ever replace recons? 01:48:31 How to drink out of the fire hose without getting your face blown off -- Systems, Tools, and Companies Discussed Bendix Bosch CDR Cummins Dearborn Group Detroit Assurance Mack Volvo Mecanica Scientific NEXIQ Omnitracs Part 563 Safety Direct WABCO Waymo Wingman Fusion System

    1h 59m
See All (13)

Ratings & Reviews

5
out of 5
10 Ratings

About

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

Information

  • Creator
    Lou Peck
  • Years Active
    2023 - 2025
  • Episodes
    13
  • Rating
    Clean
  • Copyright
    © Lightpoint Scientific 2023
  • Show Website
    Data Driven with Lou Peck