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human variation
Human variation- weird people problem, western students were studied, but this does not capture the general human nature
why are humans so different from other species?
Humans are more intelligent?, let go of basic assumptions when doing research,similar to the research paper about crabs
What defines us as .. chimps have better memoryÂ
Replication crisis
Daryl bem in 2010 âfeeling the future: experimental..â published for espÂ
Humans are psychic for porn or the psych field was broken
2011- false positive psychology, and people were finding false positives- p-hacking and researcher degrees of freedom⌠finding nonsense
2014- p-curve, would see a bump right about .5 if its fakingÂ
2015- replication crisis - means that 50 percent of research was nonsense
2019- theory crisis- problem in theory, you need a basis to work
the 5 mental models
scientific methods and its logic tools like abduction, selecting between theories (model selection) like Ockhamâs razor, arguing from first principles, systems level thinking as opposed to narrow thinking, and finally ultimate vs proximate explanations
1st mental model: scientific method
Scientific method- narrowing the hypothesis space,Â
1. deduction= general principle to specific observations
2. induction= specific observations to general principle
3. abduction= inference to the best explanation
Science is process of abduction
The mystery of broken vase: a case in abduction- you see the cat before you
Deduction example
all Facebook users have access to the internet, your all Facebook users, you have access to the internet
induction example
you are all Facebook users, you are all very intelligent, all Facebook uses are intelligent
2nd mental model: model selection
Ptolemaic model was used for with the data , but copernicus had different model with sun in middle , then kepler comes and everything makes since
mental model- Ockham's razor
Figure out to a differentiate between two
The more simple, is the right one, and fewer assumptions Â
Arguing from first principles, and watching out for hidden assumptionsÂ
Galileo said sun was in middle, but popeÂ
Systems level thinking
Sugar cane toads introduced , destyoyed ecosystem, didnt think about the whole systems , self esteem
Ultimate vs. Proximate
Know how to why we like chocolate/sex- like we like chocolate because it's good, release chemicals, stems from sweetness of fruit and this translate to sweets, bitterness is similar to toxins when eating vegetables
You got the cues without the vitamins and good things, mismatch to modern environment
Demographic change- north korea less kids now and less working age population , and lose 70 percent of korean population
We have psychology for having sex, but not reproduction and this is bc of contraception
You need to make a culture for it to have kids
Chili peppers- culture
Information theory and information compression
How much info is predictable?, want to know basic principles so we don't have to memorize like pie
roots of psych
adi shankara 700 ce and siddhartha guatam buddha in 500 bce, have Confucius in 500 BCE, abu ali allah (avivenna) 980, then rene descartes in 1637, and Wilhelm Wundt in 1879
the 18th century
colonization is going on, also time of enlightenment, industrial revolution where people
Adam smith wealth of nation- âit is not from the benevolence..â economy is never planned
Thomas malthus- principles of population- the malphsium dilemma, reproduction is exponential bc, not enough food for the pop.
19th century
napoleon rises, jean baptiste lamarck, lamarke revolution 1809 think of giraffes,
Herbert spencer 18555 psychology principlesÂ
1859 charles darwin origin of species
Lamark vs darwin that nature does it evolution***
Thomas henry huxley- darwin's bulldog, evidence of man's place in nature, human evolution
Herbert spencer - survival of the fittest
Edward burnett TylorÂ
Glaton, royer, darwin- nature vs nurture
Antoinette brown blackwell-
Wilhelm WundtÂ
William james 1890 and makes the foundation of psych
Morgan Baldwin, 1896 baldwinian evolution learning and genetic evolution can be learned togetherÂ
Evolution can evolve through learning, genes that do a better job at say learning a language, we are now more susceptible to choking, but we can talk
Reading changes the brain
20th century
innovation of cars, quantum theory, google,
Introspection and psych of mind, freud, jung
Work on scientific method, john stuart mill ideas homo economicus
Psych of mind not scientific so behaviorismÂ
John braodus watson 1913, gets into marketing coffee break
Game theory
We talk about the brain as a computer, a metaphor and this moves to behavior of cognitive revolutionÂ
Loss aversion
John bowlby attachment theoryÂ
P values replication crisis
probability of randomness like .75 is 75 percent chance that values random and 25 percent that it is successful , so not good
Weird people problem and replication
Weird people problem (comes from western data) and replication, want lower p values that experiment is good
.05 is good
p-hacking
P-hacking is when people collect the data, and once they reach it, its done, if not you collect more data, so its skewed data
why do we have a replication crisis?
like publishing bias, manipulation of results
BLOG- maybe a p-hacking of skin care?
open science framework- answer to replication crisis
meant to makes science fair/less easy to manipulate
When publishing paper, you also publish your data, and pre-registrations with their hypothesis before they do their collection of dataÂ
problem in theory? possible cause of replication crisis
A problem in theory by michael adn joseph, a problem in theory not method
Proposed that we have a more formal theoretical work like mathematical and take away personal experience/ and come up with a better hypothesisÂ
Ex. Like the lotka volterra simulation- mathematical equations on how predator prey relationship works, takes away the human experience and look at actual populations, idea is not that we remove hypothesis, but base this on math
There should be a unifying theory of psychology- to help with this problem
WEIRD people problem
When we test on western participants, this is not necessarily true on non-western participants
Western participants are exception rather than the rule, and we are making them the rule
Psychology papers from 2003-2007 comes mostly from western and people creating the data are from western
Problematic that undergraduate psych students are leading these trials bc they are already aware of what it is, they aren't unbiased
Also history- most of humans history we have been hunting and gathering, then agriculture, then more recently tech- we don't know if this all humans so we must sample from modern to historic , and moneyÂ
illusion that demonstrate how culture influences how we interpret the world
 Muller-lyer same size optical illusion b is longer, carpenter cultures vs non carpenter culture , westerns say same bc we are use to ninety degree angles, if we are literally seeing the world different, hard to bridge gaps
Western participants go in relative direction over north,west, etc
Dictator game- usually western does 50/50, since money is seemed as fairness
Item paring- animas it's a cultural difference