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Prove It To Me - Real Research, Real Data, No BS

Prove It To Me - Real Research, Real Data, No BS

Written by: Dr. Matt Law
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Do you get tired of big ideas, exorbitant pitches, inactionable concepts, and empty promises? Cool, me too. I’m Dr. Matt Law, and I’m the host of ”Prove It To Me”. This podcast aims to put theories to the test and bring good research to light by showcasing evidence-based solutions. Guests will be challenged to identify things that actually work, provide research and data to back up their claims, and tell us how to measure and manage real solutions. You’ll hear about a lot of environmental health and occupational safety theories and concepts, but you’ll also learn about general business solutions and maybe even some everyday things that you can apply to your life. We’ll also cover general topics about research, whether it be about measurement tools, statistics, or what differentiates good research from, well, the not so good information out there. ”Prove It To Me” is nerdy. It is serious. It is jovial and fun. It is optionally explicit, but your kids will probably be asleep before we get to any bad stuff anyway. If you’re ready to cut through the BS, maybe learn a little bit about research, and get into the nitty gritty of whether big ideas work or not, you’re in the right place. Have some evidence-based research to share? Send an email to contact@proveitpod.com today! Disclaimer: The views and opinions expressed in this podcast are those of the host and its guests and do not necessarily represent the official position, opinion, or strategies of their employers or companies. Examples of research and data analysis discussed within this podcast are only examples. They should not be utilized in the real world as the only solution available as they are based on very limited, often single-use case, and sometimes dated information. Assumptions made within this discussion about research and data analyses are not necessarily representative of the position of the host, the guests, or their employers or companies. No part of this podcast may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, mechanical, electronic, recording, or otherwise without prior written permission of the creator of the podcast. The presentation of content by the guests does not necessarily constitute an active endorsement of the content by the host.Copyright 2024 All rights reserved. Economics Hygiene & Healthy Living
Episodes
  • Ep 214 - Cognitive Submission, Metacognitive Laziness, and the AI Panic
    Jun 5 2026

    We've all sat through the fearmongering presentations about how #AI is going to ruin human intelligence. On this #StudyFinds episode of #ProveItPod, Dr. Matt Law tears apart a new study on how ChatGPT impacts learning and thinking. Does it actually make us lazy? We look at the trace data of how people use AI, why it creates beautiful products with zero actual learning, and how #safety professionals can avoid "rubber-stamp syndrome" when using AI to write safety programs and assess the likelihood of workplace risks.

    References:

    Fan, Y., Tang, L., Le, H., Shen, K., Tan, S., Zhao, Y., Shen, Y., Li, X., & Gašević, D. (2025). Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance. British Journal of Educational Technology, 56, 489–530. https://doi.org/10.1111/bjet.13544

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    19 mins
  • Ep 213 - Boiling Point – When Heat Causes Trauma, Not Just Stroke
    May 29 2026

    We all know heat causes heat exhaustion and heat stroke. But what happens to the likelihood of getting run over by a tractor or falling off a ladder when the temperature spikes? In this #StudyFinds episode of #ProveItPod, we dive into a recent study out of South Korea that shows a staggering 200% increase in severe traumatic injuries when the thermometer crosses 86 degrees. We also discuss why the media summary missed the mark by focusing on pesticides instead of the actual physical trauma highlighted in the data.

    References:

    Cho, S. (2026). Heat and harm: The effect of temperature on severe agricultural trauma in South Korea. Safety and Health at Work, 17, 91-98. https://doi.org/10.1016/j.shaw.2025.12.001

    American Society of Safety Professionals. (2026, April). Study finds increase in traumatic injuries for farmers in extreme heat. Professional Safety Journal.

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    17 mins
  • Ep 212 - Scooters, Skinned Knees, and the Rest of the Story (E-Scooter Injuries & OSH)
    May 22 2026

    Electric scooters have taken over our sidewalks, our bushes, and our commutes. In this #StudyFinds episode of #ProveItPod, we dive into a recent news brief from Safety and Health Magazine highlighted a study on pediatric e-scooter injuries, focusing heavily on boys getting hurt and the need for helmets. But a 300-word news brief can only tell you so much. Dr. Matt Law pulls the original Johns Hopkins study to find the rest of the story: socioeconomic disparities, infrastructure failures, and the massive limitations of national injury databases. We break down the real data and how pediatric scooter injuries tie directly into Occupational Safety and Health (OSH) for last-mile commuting and corporate campus mobility.

    Key Takeaways:

    • The Highlight Reel vs. The Full Game: Trade magazines are fantastic for quick awareness, but safety professionals must read the primary source to catch the nuance—like the fact that the study didn't actually track helmet usage!
    • The Demographics of Danger: The primary focus of the original study was actually on health equity and how poor urban infrastructure disproportionately impacts certain demographics.
    • Campus Mobility Nightmares: If your company provides e-scooters for employees to get across campus, you aren't just providing a perk—you are adopting a massive occupational hazard that requires strict governance and environmental engineering.

    References:

    Howard, M. B., Prichett, L., & Cohen, J. S. (2026). Disparities in incidence and severity of electric scooter injuries in children. Injury, 57, Article 113175. https://doi.org/10.1016/j.injury.2026.113175

    S+H Staff. (2026, May 7). Younger boys are most likely to be injured on e-scooters, study finds. Safety and Health Magazine. https://www.safetyandhealthmagazine.com/younger-boys-are-most-likely-to-be-injured-on-e-scooters-study-finds/

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    17 mins
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