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Stuff You Should Know

Things We Believed Before the Scientific Method

60 min episode · 3 min read

Episode

60 min

Read time

3 min

Topics

Career Growth, Fundraising & VC, Design & UX

AI-Generated Summary

Key Takeaways

  • Hypothesis vs. Theory distinction: In scientific language, a theory is not a guess — it is an explanation supported by extensive, independently verified evidence. A hypothesis is the initial testable proposition. Conflating the two, as in "it's just a theory," misrepresents how science works. Evolution and the Big Bang are theories precisely because they have survived repeated testing across decades by independent researchers worldwide.
  • Falsifiability requirement (Karl Popper, 1930s): A hypothesis only qualifies as scientific if it can, in principle, be disproven by observation or measurement. If no conceivable evidence could contradict a claim, it falls outside science's scope. This standard, formalized by philosopher Karl Popper, means supernatural claims like ghosts or God are neither confirmed nor denied by science — they are simply outside its testable domain.
  • Independent and dependent variables in experiments: Controlled experiments require isolating one independent variable — the factor the researcher deliberately changes — while holding all other conditions identical across groups. The dependent variable is what gets measured in response. Pasteur's swan-neck flask experiment exemplifies this: flask shape was the sole variable, allowing him to attribute results specifically to airborne contamination, not random chance.
  • Replication crisis in modern science: Roughly 50% of published research cannot be independently replicated, according to biotech venture capital benchmarks. Amgen reproduced only 6 of 53 landmark cancer studies. The share of published negative results has dropped from over 30% to just 14%, driven by career incentives favoring positive, journal-worthy findings. This "careerism" systematically distorts the scientific record and wastes research funding.
  • Edwin Hubble's inductive reasoning model (1919–1925): Hubble observed nebulae through the Hooker Telescope at Mount Wilson and proposed — against prevailing consensus — that they existed beyond the Milky Way and were moving away from it. This inductive leap, from specific telescope observations to the broad generalization of an expanding multi-galaxy universe, later became foundational to Big Bang cosmology after decades of independent verification by other scientists.

What It Covers

Josh Clark and Chuck Bryant trace the origins and mechanics of the scientific method, from pre-Renaissance mysticism through Francis Bacon's framework, covering hypothesis versus theory distinctions, Louis Pasteur's spontaneous generation experiments, Edwin Hubble's galaxy observations, cell theory development, and a modern crisis where only 50% of published biomedical research can be independently replicated.

Key Questions Answered

  • Hypothesis vs. Theory distinction: In scientific language, a theory is not a guess — it is an explanation supported by extensive, independently verified evidence. A hypothesis is the initial testable proposition. Conflating the two, as in "it's just a theory," misrepresents how science works. Evolution and the Big Bang are theories precisely because they have survived repeated testing across decades by independent researchers worldwide.
  • Falsifiability requirement (Karl Popper, 1930s): A hypothesis only qualifies as scientific if it can, in principle, be disproven by observation or measurement. If no conceivable evidence could contradict a claim, it falls outside science's scope. This standard, formalized by philosopher Karl Popper, means supernatural claims like ghosts or God are neither confirmed nor denied by science — they are simply outside its testable domain.
  • Independent and dependent variables in experiments: Controlled experiments require isolating one independent variable — the factor the researcher deliberately changes — while holding all other conditions identical across groups. The dependent variable is what gets measured in response. Pasteur's swan-neck flask experiment exemplifies this: flask shape was the sole variable, allowing him to attribute results specifically to airborne contamination, not random chance.
  • Replication crisis in modern science: Roughly 50% of published research cannot be independently replicated, according to biotech venture capital benchmarks. Amgen reproduced only 6 of 53 landmark cancer studies. The share of published negative results has dropped from over 30% to just 14%, driven by career incentives favoring positive, journal-worthy findings. This "careerism" systematically distorts the scientific record and wastes research funding.
  • Edwin Hubble's inductive reasoning model (1919–1925): Hubble observed nebulae through the Hooker Telescope at Mount Wilson and proposed — against prevailing consensus — that they existed beyond the Milky Way and were moving away from it. This inductive leap, from specific telescope observations to the broad generalization of an expanding multi-galaxy universe, later became foundational to Big Bang cosmology after decades of independent verification by other scientists.
  • Science cannot make value judgments: Researchers can measure, document, and report empirical data — ocean acidification rates, global temperature changes, atmospheric CO2 levels — but the scientific method cannot determine whether those findings are morally good or bad. Asserting that data makes someone a bad person crosses from science into ethics. Conflating the two corrupts scientific credibility and misrepresents what the method is designed to produce.

Notable Moment

The hosts reveal that a 17th-century dinner conversation between botanist Matthias Schleiden and zoologist Theodor Schwann produced one of biology's foundational conclusions: all living things are made of cells. Two scientists from different fields, comparing microscope observations over a meal, unified plant and animal biology into a single organizing principle.

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Episode Transcript

This is an iHeart podcast. Guaranteed human. Work can be a little weird. Cringy training seminars, coworkers who won't stop talking about their plant, forgetting the mute button at an inopportune moment. We have to deal with a lot on any given workday. Sometimes it can feel hard to thrive and move forward in your career. Well, that's where LinkedIn comes in. LinkedIn helps you get ideas and insights from experts in your field, connect with people professionally, grow your network, and access tools designed to help you find the right fit for your next role. Whether you're just getting started, figuring out your next move, or looking to accelerate your career, LinkedIn is built to support you at every stage because LinkedIn is the network that works for you. Visit linkedin.com slash no stuff to learn more. Stuff at Sea is a five night adults only sailing trip that brings the stuff podcast universe to life on board. This voyage is a culture soaked escape where pink sand paradise meets curious minds. Sailing round trip from New York City to Bermuda on October 2026, this voyage drops you straight into the iHeart podcast stuff universe. On top of the adults only experience you already love, you'll get live podcast episode recordings, behind the scenes sessions, themed activations, and more unmissable onboard moments. Learn more at virginvoyages.com/stuff. Running a business is hard enough. Still make it harder with a dozen apps that don't talk to each other. One for sales, another for inventory, a separate one for accounting. That's software overload. Odoo is the all in one platform that replaces them all. CRM, accounting, inventory, ecommerce, HR, fully integrated, easy to use, and built to grow with your business. Thousands have already made the switch. Why not you? Try Odoo for free at odoo.com. That's odoo.com. Hey, everybody. Chuck here. Continuing our journey down the science trail. Here we are with, I believe, episode seven on the list, how the scientific method works. Welcome to Stuff You Should Know from howstuffworks.com. Hey, and welcome to the podcast. I'm Josh Clark. There's Charles w Chuck Bryant. There's Jerry. Stuff you should know. Mike Grinnin'. It's been a while, man. I know. It's funny, like, those words come pouring out of my mouth and it's cool. You wake up in the middle of the night saying that and Yumi like slugs you in the face. Right. She's like, go back to sleep. She has to dry my brow. Yes. We prerecorded some for December, as we like to do to take a little time off at the end of the year and not explain things for a few weeks in our real lives. It's nice. Like, people ask me things like, What happened to that stick of butter? Yeah. I don't know. Don't ask. Don't even ask me. I could tell you Yeah. But I'm not gonna. Exactly. That's how it goes in my house. Find your own butter. Right. December was …

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