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15 minutes about The Scientific Method

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The video begins by highlighting the dangers of science denialism, using the historical example of Thabo Mbeki, the former president of South Africa, who rejected the scientific consensus linking HIV to AIDS. Instead of accepting established medical facts, he promoted alternative cures like garlic and beetroot while denying treatment to patients, a policy that is estimated to have caused over 300,000 preventable deaths. The speaker connects this modern issue to historical precedents such as Galileo's conflict with the Catholic Church over heliocentrism and contemporary movements like flat earthing and vaccine hesitancy. These examples illustrate how rejecting scientific claims can lead to severe societal risks, particularly when it comes to public health issues like measles, which has seen a dramatic resurgence in cases globally due to declining vaccination rates. To combat these trends, the speaker explains that understanding the nature of science is crucial, starting with a clear definition of what a "scientific theory" actually means. Unlike everyday usage where a theory might imply a mere guess, in science a theory is a robust description or story that interprets observations and facts to uncover relationships in the real world. The process of reaching such a theory relies on the scientific method, which begins with empirical observations—such as noticing how magnets attract or repel each other—and formulates hypotheses to explain these phenomena. Scientists then design experiments to test these hypotheses, accepting them as valid theories only if they consistently predict outcomes that match reality, thereby elevating a hypothesis to the status of a scientific theory like magnetic fields. A key feature that distinguishes scientific theories from pseudoscientific ones is testability, specifically through three main principles: falsifiability, repeatability, and reproducibility. Falsifiability means that a scientific statement must be open to being proven wrong; for instance, the existence of Venus between Mercury and Earth was a falsifiable theory because telescopes could verify it, whereas a claim about an invisible teapot orbiting the sun is unfalsifiable and therefore not scientific. Repeatability ensures that the same experiment performed under identical conditions yields comparable results, while reproducibility requires that different teams of scientists worldwide can achieve similar findings using their own instruments. The video illustrates the failure of these principles with the case of Andrew Wakefield, whose fraudulent claim linking vaccines to autism was not reproducible by other scientists and was eventually exposed as a conflict of interest driven by financial motives. The speaker concludes by emphasizing that while science is indeed a social process influenced by factors like education, religion, and prior beliefs, adhering to these strict philosophical principles remains essential for producing meaningful results with real-world impact. Although the connection between anti-vaccine sentiments and other political or social biases is complex and difficult to quantify without data, the core message is that everyone, regardless of their background, should possess a basic understanding of how science works. By grasping concepts like falsifiability and reproducibility, individuals can better evaluate claims and distinguish between valid scientific knowledge and non-scientific opinions, ultimately fostering a society that values evidence-based reasoning over conspiracy theories or denialism.
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[Music] this is thumb bomb becky south africa's president between 1999 and 2008. he became famous for its denial of the link between the human immune deficiency virus hiv and immunodeficiency disease aid despite overwhelming scientific consensus that hiv causes aid he suggested instead that the causes of aids were related to overall low levels of health care and poverty in the country it denied treatment to aids patients and suggested alternative cures such as garlic beetroot and lemon juice his policies are now estimated to have led to more than three hundred thousand preventable deaths thunbombeki belongs to the growing number of people trying to deny vilify and reject scientific claims in a movement generally referred to as science denialism science denial is not a new phenomenon think of galileo galilei an italian scientist from the 17th century that is considered to be one of the fathers of modern science in galileo's time people believed the earth to be at the center of the universe galileo tried to demonstrate with these astronomical observations that the earth and all of the other planets move around the sun this led into a conflict with a catholic church that forced galileo to deny his ideas in a now very famous trial unfortunately similar claims such as that the earth is flat are well persisting into the 21st century flat earthers may not pose such a big risk to society but unfortunately this is not always the case for instance established and secure cures such as vaccines are now being put in doubt in a movement referred to as vaccine resiliency vaccinations help prevent between 2 and 3 millions childhood death every year but the growing number of non-vaccinated children is rising more than one concern the world health organization um declared vaccine resiliency as one of the biggest threats for the world global health in 2019 and this is even more the case when we talk about measles measles was an illness that was once thought to be eradicated and is now surging back all over the world in this chart you can see the number of measles cases in the united states in the decade going between 2010 and 2019. it is clear that there was a huge explosion in cases in the united states that led in 2019 to an increase of almost 20 times number of cases compared to 2010. we are witnesses of a constant degradation of the scientific endeavor in order to fight this trend it is necessary to understand what science is and why we should believe in science in order to do so today i would like to show you what a scientific theory is how scientists get to a scientific theory and how it is possible to distinguish between scientific and non-scientific theories but before doing so it is important to understand what scientists mean when they talk about a theory which is slightly different than how the word is used in our everyday life commonly we talk about theory as an idea or a guess that we have about something that has happened and that might not be really connected to reality in any way in science we refer to the word theory as a description or a story that allows us to interpret observations and facts we can then play with this story in order to uncover relationships in the real world but how do scientists get to a scientific theory let us imagine to have two magnets in our ends once we put them close together we might observe two different phenomena the magnets might repel each other or the magnets might attract each other imagine how to do so with more and more magnets and always to observe the same effect we might wonder why do we observe such effect is it possible to extract a general rule that allows us to predict the outcome of such experiment what we just did was to start from a real empirical world observation and try to extract a general rule this approach has been used in science and in scientific discoveries for ages and is known under the name of scientific method as just said the scientific method starts from an empirical observation that leads sorry that leads to an hypothesis in our case the hypothesis might be that there is a force driving the two magnets close together or further apart and that this force depends on the orientation of the two magnets once we have a hypothesis we must be able to perform and design new experiments that we might prove or falsify our hypothesis once we get the results of these experiments they might go into different directions they might deny our hypothesis and in this case we might need to reformulate and go through the loop once again or our experiment experiments might confirm our hypothesis and thus we would be able to elevate our hypothesis to the role of a scientific theory and accept it as a valid description of the phenomenon we are studying in our case the effect we observe with magnets are due to magnetic fields and now we know that each magnet has two different poles a north and a south pole same poles repel each other and opposite poles attract each other but what makes the magnetic field theory scientific the crucial feature of every scientific theory is that we must be able to test in the real world what the theory predict is going to happen this means that we must be able to have real observation and real experiments that prove and show what our theory wants to tell us this feature is called testability and it allows us to distinguish between theories that are scientific and theories that are non-scientific or pseudoscientific today i will focus on three different characteristics of a testable theory falsifiability repeatability and reproducibility let me start with the principle of falsifiability once again please bear with me because we are meeting a war that has a slightly different meaning in science than it is in our everyday life the principle of falsifiability states that a scientific statement is one that could be possibly be proven wrong this means that we must be able to think of a real experiment that might show that our theory is false the key word here is possibly possible means that the principle falsifiability doesn't state that our theory is necessary false but only that we must be able to think of ways to prove it false in order to make this principle easier to understand let me give an example let's pretend to have a theory and let's call it theory number one theory number one states that there is a planet between mercury and earth this theory is falsifiable indeed we can think of experiments that might prove whether there is actually a planet between mercury and earth for example we may think of having a telescope that looks what is before mercury of course what we know nowadays is that there is actually a planet there and it's called venus this makes the theory real in practice but also falsifiable since we were able to think of an experiment that might might have possibly proven our theory wrong having a theory that is falsifiable makes it easier for us to justify and believe in such a theory let's now go to the other end let's take theory number two theory number two states that there is a china teapot orbiting around the sun between earth and mars three numbers two also states that this china teapot is undetectable by any telescope or technology known to human this is of course a problem and this makes theory number two unfalsifiable not falsifiable of course we cannot detect the teapot if we have no instrument to actually see if the teapot is there this makes makes it difficult to justify and believe in theory number two as you saw with theory number one scientific theories are all about taking risks we have to think of ways that might prove our theory wrong and then test if the theory is actually wrong moreover scientific theory makes bold predictions we try to falsify our theory and until we cannot do that we think of the theory to be true and we believe in our theory there are some there are theories that do not take any risk they are not falsifiable in science this is considered to be a weakness and not a strength of the theory finally let me highlight once again that falsifiability doesn't necessarily mean that our statement is wrong falsifiability allows us to keep in mind that there could be a new observation come in the future that proved our theory to be wrong and false if this happens we would be able then to change or modify our theory and this is our science advances we said that for a theory to be testable once we have a scientific statement we need to be able to think of experiments and the results that might falsify our theory in order to get really scientifically valid statements these results must be repeatable and reproducible the principle of repeatability means that we must be able to perform the same experiment over and over starting from the same observation going through the same experimental setting and using the same instrument if this is possible and we always obtain comparable results we have a repeatable experiment repeatability ensures that you as a scientist can trust your own results let me once again go back to the example of our magnet a scientist would be interested to take two magnets and keep on putting them close together in order to observe whether then they attract or repulse each other based on their orientation if this happens the theory and the results are repeatable once we have a scientific statement that is falsifiable in our opinion and for which we have identified experiments that might prove it false we expect these experiments to be universal or reproducible this means that if we have different teams of scientists scattered all around the world they must be able to start from the same question use their own observations and their own instruments but get to comparable results once again if you want to see whether the magnetic field theory allows us to have reproducible results we would have scientists scatter all over taking their own magnets putting them close together and observing whether they attract or repulse each other based on their orientation if this happens the results are reproducible we now have all of the instruments that might allow us to evaluate whether a theory is scientific or pseudoscientific allow me to give you one last example of a very famous scientific misconduct case that led to devastating consequences and that started one of the main trend in the vaccine residency community that vaccines may cause autism in 1998 british doctors andrew wakefield stated that vaccines that were supposed to cure measles mumps and rubella the so-called mmr vaccines were supposed to cause autism of course this piece of news and of research quickly spread all over the world and led to an almost immediate drop in vaccination rates but there was a fundamental problem group of scientists immediately tried to reproduce and find whether there was actual link between vaccines and autism and they were not able to wake if wakefield's results were not reproducible therefore from a scientific point of view his statement was not valid and could not be considered more of a normal personal opinion eventually what was discovered during an investigation was that wakefield was working after being paid from a private law firms that wanted to force a link between vaccine and autism in order to open lawsuits against vaccine manufacturers here i come to an end today i showed you what a scientific theory is and how common language and scientific language may differ i showed you how scientists get to a scientific theory using the scientific method finally i hope i demonstrate that there are a few instruments that might allow us to evaluate whether theory is scientific or non-scientific and this will be whether the theory is falsifiable repeatable and reproducible thank you very much thank you any questions raise your hands there is one over there in the front row as you're also a neuroscientist do you find some strong correlation between the people who tend to go for anti-vaccinations conspiracy theories and their anti-migrants as well and they tend to be on the right side of the spectrum if you know what i mean of the politics do you find a strong correlation in all of that um importantly what's the main reasons uh behind it is it how their brains are wired also religion comes into place as well but yeah yes to be honest i think it's quite risky to affirm something in that direction and i honestly wouldn't feel like doing it also because i have no numbers in my end that confirm in any direction what you have just suggested for sure there are different reasons for people tending not to believe in science and scientific theories or in vaccines in particular and this might be related to education that might be related to religion prior beliefs the society they are born in which of course plays a big role but i think it's very difficult to find a common denominator in all of this kind of trends and yeah behaviors yeah i have no numbers you know so i mean again as a scientist if i have no numbers and especially then deriving casual relationship is always kind of tricky so i wouldn't they're saying something especially now in some situations i think that was a great example of sticking to the scientific method any other questions don't be ashamed there is one over there um there is a little bit of idea that sorry um that science is also a social process and basically boiling it down to the the very strict philosophical principles is maybe not doing the real scientific process as it happens at the university and in the journal of justice how much do you think do you see this in your own life and in your work or in the reality of science so to say so i agree that often these two aspects are considered to be quite different and to a certain extent they must be considered to be different but i do believe that in order to have meaningful scientific results that can have a real impact it is necessary to have this principle in mind and unfortunately i'm not sure how many people actually either in science or outside of science really know this this principle and that's why i deeply believe it is necessary for everyone to have a basic knowledge whether you're in science or not doesn't really matter to have a an understanding of what it actually means to do science or to do experiments thank you for this answer i would advise you to find him after the event for your other questions as our time for questions on the stage is up so thank you very much i would give him a warm applause [Music] you