The danger of mixing up causality and correlation: Ionica Smeets at TEDxDelft

Ionica Smeets (@ionicasmeets) is joining TEDxDelft Never Grow Up: A mathematician and science journalist with plenty of media experience. Using her vast knowledge and enthusiasm, she can explain everything about her favorite topics in science and statistics. She does it well on paper and face-to-face: She writes blogs, columns and books and is also asked to appear as a speaker, live, on television and on radio shows.
Since 2006, Ionica has taken on the Internet with interesting and fun mathematics together with PhD Partner in Crime Jeanine Daems on the website wiskundemeisjes.nl. She and Jeanine now write a bi-weekly column in the Volkskrant about mathematics and the website also resulted in a book titled 'I Was Never Good At Math' (Ik was altijd heel slecht in wiskunde) in 2011.
Ionica appears on De Wereld Draait Door to talk about mathematics; trying to explain the most complicated things and developments in the field of mathematics to the host Matthijs van Nieuwkerk and the audience. Even for the most mathematically challenged, it's educative and entertaining to listen to. In 2012 she became a reporter for KRO in a series called 'De Rekenkamer' investigating the financial aspects of giving blood and illegal minor immigrants.
Together with Bas Haring she wrote 'Vallende Kwartjes' which are essays in which scientific processes and concepts are explained with straight-forward, easy-to-get examples and stories. The science journalist has an eye for this sort of thing; defying and destroying the idea that science is boring and/or cannot be explained well.
In collaboration with Govert Schilling (amongst others) she also makes KZread videos for the channel Science 101 (Wetenschap 101) where scientific and mathematic concepts are explained clearly in under 101 seconds!
She's charming, adds good natured comments and jokes to her writing and her live appearances (when Matthijs van Nieuwkerk asked her how she celebrated Pi Day, she answered 'by drinking Pina Colada's). What more could be asked for in a TEDxDelft performer?
In the spirit of ideas worth spreading, TEDx is a program of local, self-organized events that bring people together to share a TED-like experience. At a TEDx event, TEDTalks video and live speakers combine to spark deep discussion and connection in a small group. These local, self-organized events are branded TEDx, where x = independently organized TED event. The TED Conference provides general guidance for the TEDx program, but individual TEDx events are self-organized.* (*Subject to certain rules and regulations)

Пікірлер: 134

  • @joylokhande5471
    @joylokhande54713 жыл бұрын

    The way she is presenting this stuff is so adorable and amazing.

  • @jakevancecastaneda3748

    @jakevancecastaneda3748

    3 жыл бұрын

    Simp lol

  • @bryandenis2549

    @bryandenis2549

    2 жыл бұрын

    @@jakevancecastaneda3748 How in any way shape or form is this simping, wow, someone commented positively on the actions of a female, automatic simp, honestly, this generation's common sense is broken, and I know bc I used to think like that, but a classmate of mine made a similar reaction, and the rest of the class was spent talking about what defines a simp bc as it happens, my teacher was female, so we all learned.

  • @manbiteslife3110

    @manbiteslife3110

    2 жыл бұрын

    @@bryandenis2549 relax warrior

  • @sf99939
    @sf999394 жыл бұрын

    This was great, full of humor but well explained.

  • @budgerigar42
    @budgerigar429 жыл бұрын

    Her shirt is so adorable, aw.

  • @dbmail545
    @dbmail5453 жыл бұрын

    Such a concise presentation of a very subtle concept. "Correlation is not causation" but that is not how our brains, which evolved as pattern recognition machines work.

  • @jsmariani4180

    @jsmariani4180

    2 жыл бұрын

    A 4 year old heard a very loud scary bang at the exact moment a rabbit appeared. He had an irrational fear of rabbits the rest of his life.

  • @FunDreya
    @FunDreya4 жыл бұрын

    Such a lovely presenter and delivery of an otherwise (when stripped down to its bones) boring and dry topic =))

  • @jacksocks6946
    @jacksocks69463 жыл бұрын

    Clearly people need to stop eating ice cream while they're swimming.

  • @gjhardy

    @gjhardy

    3 жыл бұрын

    Some people still don’t get the message, don’t they. Clue, it’s the Sun, not the ice cream and not the swimming.

  • @user-yl6or4cm9p

    @user-yl6or4cm9p

    Жыл бұрын

    @@gjhardy Well, I think you're the one who misunderstood, bro.

  • @crystalhayward7058

    @crystalhayward7058

    Жыл бұрын

    Luckily I’m lactose intolerant 😅

  • @mshigatiramadhani9046
    @mshigatiramadhani90462 жыл бұрын

    Very amazing the way she presents but also highlights the importance of the relationship of causality and correlation. Not every time to conclude on that

  • @MsVamsikrishna
    @MsVamsikrishna3 жыл бұрын

    it's because of you i understood the difference corelation and casual .thank u very much

  • @ThomasBlekman
    @ThomasBlekman11 жыл бұрын

    Great talk. Thanks to correlation we have been teaching entrepreneurship all wrong for years. We seem to think it is a linear planning process were in fact it is an organic process of discovery. Now thanks to Saras Sarasvathy and Nobel price winner Herbert Simon we know better... Effectuation describes how expert entrepreneurs think decide and act.

  • @loregomez1379
    @loregomez1379 Жыл бұрын

    very easy to understand this better and grab my attention completely with the way she presented this :)

  • @SeaMonkey137
    @SeaMonkey137 Жыл бұрын

    This is true with an asterisk. While dangerous to short circuit from correlation to causation (as journalists often do), in Six Sigma analyses we use the set of correlations from which to begin our search for causative relationships. So correlations should not be summarily dismissed.

  • @oliverwan1520

    @oliverwan1520

    Жыл бұрын

    Good point 🙂

  • @SafeTrucking

    @SafeTrucking

    4 ай бұрын

    Correlation does NOT NECESSARILY imply causation... but it's a good place to start!

  • @zachzwags4428
    @zachzwags44283 жыл бұрын

    We need to ban the weather to stop drowning

  • @PaolaSanchez-hc5my
    @PaolaSanchez-hc5my3 жыл бұрын

    Loved! Thank you!

  • @joseberengueres8835
    @joseberengueres88354 жыл бұрын

    Excellent!

  • @laxmanbisht2638
    @laxmanbisht26385 жыл бұрын

    BAM!!! Thank you!

  • @LA-jo3yy
    @LA-jo3yy Жыл бұрын

    excellent explanation

  • @abhijithrambo
    @abhijithrambo4 жыл бұрын

    Very interesting talk!

  • @JoaquinArguelles
    @JoaquinArguelles7 жыл бұрын

    Good stuff!

  • @surajahire744
    @surajahire7444 жыл бұрын

    Elaboration 💯

  • @RealtorAustin
    @RealtorAustin11 жыл бұрын

    It's funny as I see the causality vs. correlation mistake in some TEDTalks - there's one I recall about food sensitivities by Robyn O'Brien which shows a few parallel plots and jumps to conclusions.

  • @daleputnam8300
    @daleputnam83002 жыл бұрын

    Thank you

  • @kewitothemax
    @kewitothemax4 ай бұрын

    very insightful talk

  • @danielroy1966
    @danielroy19669 жыл бұрын

    I love eating tomatoes, but I have read that people who were born in 1860 and ate tomatoes during their lifetimes have a mortality rate of 100 per cent. :-O Are you sure there's no causality? ;-)

  • @Brammor

    @Brammor

    9 жыл бұрын

    Thanks, I never knew that! Glad i wasn't born in that period of time :)

  • @lambd01d

    @lambd01d

    9 жыл бұрын

    Tomatoes were clearly far more toxic then.

  • @kt4580

    @kt4580

    9 жыл бұрын

    Daniel Roy If this is the claim, I believe the main point is missed here. She is saying that even if you see there is direct correlation, you still have to prove "why it is happening?" and "how it is happening?" to show causality (basically cause and effect relationship) which is the essence of understanding the underlying principles of a mechanism (can be a sociological, biological, dynamic, socioeconomic, .....etc.). In other words you have to prove it.

  • @danielroy1966

    @danielroy1966

    9 жыл бұрын

    Yeah, I know. I just meant to underline what she said.

  • @oneofakind8134

    @oneofakind8134

    5 жыл бұрын

    Of course we can always research causality but that is not the purpose of correlational research. It is two variables that rise together, fall together, or have no relationship at all. There is a positive correlation between baby boomers and hepatitis but that does not mean that being a baby boomer will cause you to have hepatitis or the having hepatitis means you are a baby boomer. It is only a relationship. Sure there is a cause of each, but that is a different type of research. Mortality rate of those that were born in 1860's and ate tomatoes, is only a relationship. You can not say, confidently, that because any one born in 1860 and ate tomatoes, will have a high mortality rate. Again relationship, not cause.

  • @tsfreh
    @tsfreh11 жыл бұрын

    wetenschap is dat voor te weten x

  • @00Gonzales00
    @00Gonzales0010 жыл бұрын

    I'll never eat ice cream again

  • @zurichsee706

    @zurichsee706

    6 жыл бұрын

    have mine too, you fatty :-D

  • @wouttengrootenhuysen5137

    @wouttengrootenhuysen5137

    6 жыл бұрын

    Haha, just to be on the safe side !

  • @mikitz

    @mikitz

    5 жыл бұрын

    The correct conclusion is this: warm weather decreases one's ability to swim.

  • @vigneshsivashankar156
    @vigneshsivashankar1563 жыл бұрын

    There is actually proof of bright or even dim light interfering with the circadian rhythm or sleep cycle.

  • @manbiteslife3110

    @manbiteslife3110

    2 жыл бұрын

    not them becoming short sighted tho

  • @iamtenderhearted5192
    @iamtenderhearted51927 ай бұрын

    Can anyone tell me what this song is at the beginning of this video?

  • @larabbitatouille2173
    @larabbitatouille21732 жыл бұрын

    Thank you very much, I didn't know I needed this for my thesis. Thank you once again.

  • @yasyasmarangoz3577

    @yasyasmarangoz3577

    Жыл бұрын

    What thesis?

  • @causalyte8816
    @causalyte88166 жыл бұрын

    Amazing

  • @josephguzicki7635
    @josephguzicki76352 жыл бұрын

    awesome!

  • @aww_yeah
    @aww_yeah4 жыл бұрын

    This topic is very important 👍🏻

  • @conner1872
    @conner18723 жыл бұрын

    she is great

  • @wiskundemeisje
    @wiskundemeisje11 жыл бұрын

    I read a study where they tested self-esteem in third and sixth grade. High self-esteem in third grade was not a predictor for good grades in sixth grade. But good grades in third grade predicted higher self-esteem in sixth grade. So from this it seemed fair to conclude that good grades cause self-esteem and not the other way around.

  • @lambd01d
    @lambd01d9 жыл бұрын

    I was hoping she would go into what actually constitutes causality. I'm sure we're all aware of badly-written newspaper articles claiming causality for research that only shows correlation, but what would actually prove causality?

  • @osmanlioglu

    @osmanlioglu

    9 жыл бұрын

    lambd01d I think, nothing can prove causality of apparent causes. No basis other than mere intuition. On the contrary, we can think of "evidences" which disprove causality. A centuries long discussion though!!!

  • @DavidSkis

    @DavidSkis

    9 жыл бұрын

    Yusuf Osmanlioglu Actually, you demonstrate causality through well-crafted experiments based on theory. You can learn more about demonstrating causality by taking some courses on research methods.

  • @shananagans5

    @shananagans5

    8 жыл бұрын

    lambd01d To illustrate causality you have to isolate & test the variables independently., In other words you keep everything the same except for what you are testing. Examples; If you want to see if a plant food works you need a group of plants that get the plant food & a group that doesn't and you need to keep all other variables the same. They need to be in the same soil, they need to get the same amount of light & water. Both groups need to be treated exactly the same in every way except for the plant food. Then, if the group that gets the plant food grows better you have shown causation. With things like the ice cream sales & drownings it gets a bit more complex. If you wanted to illustrate ice cream causing drownings in city A you would have to look at the base rate of drownings for a year & then ban ice cream sales & see if there are fewer drownings. What you are essentially doing is comparing city A (with ice cream) to city A (without ice cream) We are trying to keep all other variables the same as much as possible. Obviously, with an entire city or a country there are other factors that you just can't control. What if there was a cold snap in the weather? What if they hired more lifeguards? Those things could reduce drownings & possibly prompt an incorrect conclusion. That's why we may study the same thing several times. "Prove" Is a very strong word & we could debate if anything was ever proven but, if you control for variables properly, you can offer strong evidence for things.

  • @RosatoTomato

    @RosatoTomato

    7 жыл бұрын

    Bradford Hill criteria for causation: 1. Strength of Association - the magnitude of the association. 2. Consistency - relationship can be demonstrated on many occasions and in different situations (e.g. countries, times). 3. Specificity - a 1-to-1 relationship between cause and effect; a factor leads to one disease, or disease is due to one factor. Must be acknowledged, however, that most exposures have multiple effects and some diseases have multiple causes. 4. Appropriate time relationships (TEMPORALITY) - a proposed cause MUST precede an effect (exposure before outcome), and the latent period between the earliest exposure and manifestation should be appropriate. 5. Biological gradient (DOSE RESPONSE) - causality is further enhanced if the risk of disease increases as the dose of exposure increases. The absence of a dose-response relationship is often taken as evidence against causality; however, the presence of a dose response relationship may be caused by confounding. 6. Biological plausibility - existence of a physiological mechanism by which a proposed cause exerts its effect. 7. Experiment - natural experiments occur or semi-experimental evidence is available e.g. Nuclear plant exposes workers to radiation. 8. Analogy - if similar situations or findings are present regarding related chemicals, then the case for causation is much stronger. 9. Coherence of the evidence - summary of all other criteria for causation and its integration into a view as to whether a true association exists and, if so, its magnitude and what should be done about it. Final decision is always an informed judgement.

  • @ofernandofilo

    @ofernandofilo

    7 жыл бұрын

    IF !A THEN !B. This is Causality. So if happen A without B, or if happen B without A, then, there is no causality, just correlation. But in the Universe nothing seems to be so pure. And then we need to try to isolate the variables. We start to look less to 0% and 100% and start to look more in between. The earlier comment looks like a pretty good start. Now you know the definition. But the way is eternal! Good luck!

  • @iam_87
    @iam_875 жыл бұрын

    Prof. Saeb's class sent me here.

  • @hckoenig
    @hckoenig6 ай бұрын

    I would like to know how Ionica Smeets defines "causality" if not by correlation.

  • @JamesWattMusic
    @JamesWattMusic4 жыл бұрын

    so in other words, you have to be knowledgeable in the physical domain in order to interpret the data/stats

  • @EverythingPsalmari
    @EverythingPsalmari4 ай бұрын

    can someone cite this for me?

  • @ghiribizzi
    @ghiribizzi7 жыл бұрын

    tho causation is correlated to the principle of sufficient reason transcendentally, (speculations and unproved philosophems on a side), namely the correlate of freedom (empiric aka practical reason) is the Will (phenomenological)only as an abstraction or a subject-object representation aka relation etc.

  • @R4PTORZWIN
    @R4PTORZWIN7 жыл бұрын

    Great examples of how correlation does not mean causation.

  • @rs72098

    @rs72098

    Жыл бұрын

    Well many times it does, but not ALL the time. It's interesting because Tedx will always use a disproven correlation/causation argument when it comes to legalizing drugs, or pushing the evolution theory.

  • @tariqal-busaidi4836
    @tariqal-busaidi48364 жыл бұрын

    Correlation and cause and relation are two different things...

  • @it_is_morgana5917
    @it_is_morgana59173 жыл бұрын

    4:02

  • @mrbunnylovespancake1
    @mrbunnylovespancake13 жыл бұрын

    GRIFFITHHHHH!!!!

  • @adriannedeleon7635
    @adriannedeleon76354 жыл бұрын

    Her tone inflection was a little difficult but because I could rewind I got all the important points. Good presentation, but she must have been nervous :)

  • @bamboopanda1626
    @bamboopanda16262 жыл бұрын

    I had exceptional grades in high school but it does not reflect my self confidence.

  • @repblicmedia2023
    @repblicmedia20232 жыл бұрын

    Luvely

  • @hashimmohammad6838
    @hashimmohammad68383 ай бұрын

    GRIFFFFFITHHH!"

  • @fragilestitching
    @fragilestitching3 жыл бұрын

    I want that shirt she's wearing

  • @supreethmv
    @supreethmv Жыл бұрын

    crisp

  • @christinachapman3386
    @christinachapman33862 жыл бұрын

    Yes---one needs to think about our snap conclusion about things...she is very charming ......but the marriage example is flawed. We would need to analyze the data based on one income level. Ex rich men who do not marry and those who don't. Poor men that marry/vs those that don't.

  • @amypowell9491
    @amypowell94916 жыл бұрын

    is that so wow some people would nt and couldnt eat foods or stop its to hard my taste buds and still hungry and ice cream thats been my favorite since i was 9 years old. i barely gave up or stoped eating candy or choclate like edible candy everything ing the world being edible to me any way

  • @PumpkinCone

    @PumpkinCone

    4 жыл бұрын

    Do you English?

  • @fsualum3632
    @fsualum36326 жыл бұрын

    Too bad more people don’t use this simple logic when it comes to the premise of descent with modification.

  • @WoodlandsAway10
    @WoodlandsAway103 жыл бұрын

    Correlation does not imply Causation

  • @rs72098

    @rs72098

    Жыл бұрын

    The phrase should be "Correlation not ALWAYS imply causation", because there are times when it does imply causation.

  • @danieleasterling5325
    @danieleasterling53252 жыл бұрын

    So obviously we need to ban good weather.

  • @monicabello3527
    @monicabello35272 жыл бұрын

    Journalists should wach this before wrinting articles🤣🤣🤣 as they use to turn correlations to facts by habit.

  • @Jbroglydecap
    @Jbroglydecap9 жыл бұрын

    what if i eat icecream in the desert?

  • @jasonprasadstaff380

    @jasonprasadstaff380

    5 жыл бұрын

    Then it would be dessert.

  • @sankalpjain1372
    @sankalpjain13728 ай бұрын

    Maybe it is the reason of superstitions. People derive moronic causation from a correlation.

  • @conner1872
    @conner18723 жыл бұрын

    lol you shouldn't ban ANYTHING that is dangerous cars are the most dangerous thing in the world!

  • @Yokatosh
    @Yokatosh8 жыл бұрын

    "Look mario, its a question blotch"

  • @legokiller3579

    @legokiller3579

    4 жыл бұрын

    WHAY ARE YO SAYD MARIO?

  • @amypowell9491
    @amypowell94916 жыл бұрын

    i just. got a pack of medium nails i am working on in the next few and today. and

  • @m1a2abramstusk35
    @m1a2abramstusk354 жыл бұрын

    Lethal icecream

  • @doaloganpaul3018
    @doaloganpaul30182 жыл бұрын

    This video made me feel depressed

  • @corvoattano9303

    @corvoattano9303

    11 ай бұрын

    Why? Because of the married men segment?

  • @xXxScrattiexXx
    @xXxScrattiexXx11 жыл бұрын

    wat

  • @mountainssan
    @mountainssan3 жыл бұрын

    Stream ice cream

  • @146maxpain
    @146maxpain6 жыл бұрын

    Probleem is dat Ionica geen echte wetenschapper is maar een fantast.

  • @user-pk9pv8bf6x
    @user-pk9pv8bf6x3 жыл бұрын

    الدحيح

  • @CarlosWashingtonMercado
    @CarlosWashingtonMercado Жыл бұрын

    5:24 "female bankers and financial crisis" 🤣

  • @rajatroy1138
    @rajatroy11386 жыл бұрын

    The financial crisis I thought were caused by men - oh wait correlation but no causation? Thank you doctor!

  • @MelancholyMadoka
    @MelancholyMadoka3 жыл бұрын

    This lady is talking about people drowning to death with a smile.

  • @Dyslexic-Artist-Theory-on-Time
    @Dyslexic-Artist-Theory-on-Time7 жыл бұрын

    Man made global warming could be another example!

  • @oblivious7045
    @oblivious7045 Жыл бұрын

    Why she sound like Stephen Hawking ?

  • @BbyZee10
    @BbyZee107 жыл бұрын

    Her accent is hard I cannot understand what she is saying

  • @gtiz5

    @gtiz5

    7 жыл бұрын

    Agreed, she has an accent, but I doubt this is an issue here, and it certainly does not detract from the quality of the talk.

  • @juliovouga7246

    @juliovouga7246

    7 жыл бұрын

    I presume you're being too hard on her either because of an accent based bias or because you're not proficient in English. This is not my native language and I was able to understand her thoroughly.

  • @LettuceLand

    @LettuceLand

    7 жыл бұрын

    I was able to understand everything she said.

  • @adamw8469
    @adamw8469 Жыл бұрын

    Awesome!! Now do Climate Change…

  • @tropicalgarden2884
    @tropicalgarden28845 жыл бұрын

    Wrong on "life expectancy" A Married man takes better care of his health (because his wife insists on it) and therefore he lives longer.

  • @kikojoseph4817
    @kikojoseph48179 жыл бұрын

    So there's no correlation between smoking and lungs that leads to the causation of lung cancer? Correlation simply means the co-relation of two or more subjects. Conditions simply don't 'happen'. That's like saying the Principle of Cause and Effect isn't true. If somebody stabs my leg with a knife and I yell in pain and bleed - then the CAUSE stems from the relationship between the knife and my torn flesh. I'm not going to sit down and say "Well gee, I want to say that this excruciating pain is the result of a knife tearing into my leg. But correlation is not causation. So I can't prove that this is the case." Why the hell do people not understand the obvious?

  • @EpsilonFilms

    @EpsilonFilms

    8 жыл бұрын

    Kiko Joseph There is a correlation between smoking and lung cancer. The causation comes from the study of the various mechanisms by which this is possible. The example you provide is a silly one, because in that case the cause is blatantly obvious because you have reliable evidence that the knife caused it (e.g. you saw or felt the knife stab you.) In other cases, like the ones mentioned in this talk, the situations are much more complicated and as a result the real cause may be less intuitive for the interpreter. This is why mistakes are made... so the answer to your last question is that it is not always obvious.

  • @JamesWattMusic

    @JamesWattMusic

    4 жыл бұрын

    smoke is like tiny knives poking at your lungs

  • @luyolomagwebu389

    @luyolomagwebu389

    2 жыл бұрын

    In the knife scenario You would know why you're yelling, it would be quite clear to You but to an outsider it should technically be difficult to tell. It could happen that something else is causing you the pain and it coincidentally occurred at the same time you were being stabbed and also happens to be of greater pain magnitude, hence you're yelling. Without your acknowledgement, I can only go on correlation, I'll know the cause once you tell me.

  • @rs72098
    @rs72098 Жыл бұрын

    The phrase should be *"Correlation does not ALWAYS equal causation but there are many times it does"* It's interesting that Ted talks will draw causation ONLY when it suits their libertarian left-wing agenda such as evolution, legalizing drugs, and legalizing prostitution.

  • @dlon4539

    @dlon4539

    Жыл бұрын

    From your many, give me your top 3 examples

  • @thedoc5848

    @thedoc5848

    Жыл бұрын

    Infering causation from correlation is a logical fallacy. It never even implies causation

  • @yasyasmarangoz3577

    @yasyasmarangoz3577

    Жыл бұрын

    Let's talk, what would be the consequences of legalizing drugs? What would legalizing look like?

  • @Cheyajm
    @Cheyajm Жыл бұрын

    Except for the snarky comment about vaccines it was a pretty interesting video...not pro or anti, just neutral on the topic, but there is also no proof that it DOESN'T or CAN'T cause autism...

  • @risingelement2099

    @risingelement2099

    Жыл бұрын

    This was 10 years ago

  • @yasyasmarangoz3577

    @yasyasmarangoz3577

    Жыл бұрын

    Ok Mojica.