Theory of Knowledge - Course Companion for Students Marija Uzunova Dang Arvin Singh Uzunov Dang

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: “WEIRD societies … are some of thedescriptionpsychologically unusual people on Earth”mostet al 2010b). Why did so many scientists(HenrichWEIRD was normal?assume8.2 shows the distribution of the studiesFigurein Psychological Science in 2017: 93%published2003 and 2007, 96 per cent of experimentalBetweenin the leading psychology journals werevolunteers68 per cent of papers relied exclusively on USWEIRD;and in the prestigious Journal of Personality andsubjects;Psychology, 67 per cent of total subjects were USSocialstudents. ‘Many elds have a model organismpsychologythey study … A lot of medicine is done with mice, athatof genetics is done with fruit ies. And in psychology,lotstudies of children and development are fromMost‘with the time, resources and motivation tofamilieshuman sciences are predicated on theThethat people are similar enoughassumptionallow for generalizations about humantoBut how similar are we? What are thebehaviour.of generalizing and universalizingimplicationsresults of these studies, based on thetheof US undergraduate students, to thebehaviourof humankind? Fortunately, this is not just arestfrom countries coloured blue on the map.cameblue shows the United States; the mid-Darkshade shows Anglophone colonies with abluemajority; light blue is usedEuropean-descentWestern Europe. The regions are sized byfor(data from Hruschka 2018).populationtheir infant to participate in a developmentbringat a university laboratory’, as Anne FernaldstudyStanford University wrote in her response to theofpaper. These are, she pointed out, ‘even lessWEIRDthan the college students who predominatediversestudies with adults’. At the 2010 Internationalinon Infant Studies, less than one per centConferencethe 1,000 presentations included participants fromoffamilies, even though they make updisadvantagedper cent of children in the US.20–40that the answer is “No, WEIRD is weirdevidenceand in fact may “represent the worstindeed”,on which to base our understandingpopulationhomo sapiens” (Henrich et al 2015).ofresults based on this subset toExtrapolatingpopulations around the world is not onlyothersuspect, it can also have damagingscientificallyconsequences, as discussed in III.2.real-worldIII. Methods and toolsIII. Methods and toolsFigure 8.3Distribution of studies published in Psychological Science in 2017. The map is distorted to reect relative population sizes.Source Hruschka (2018).the model organism is the American undergraduate. …’(Colvile 2016)rhetorical knowledge question because we have223

III. Methods and toolslack of diversity in these studies isThebecause Western scientists havesurprisingfor centuries how the environmentwonderedbehaviour. John Locke’s “tabulainfluencesquestion—that human beings are a “blankrasa”at birth and develop almost exclusivelyslate”environmental influences—was posed wayfromin 1690. Victorian polymath Francis Galtonbackadded to that question with naturefamouslynurture, a debate that influenced humanversuswell into the 20th century. If the idea ofscientistshas been examined for so long, how didnurtureanswer requires looking closely at howTheis produced. Research is constrainedknowledgefunding, and the easiest, cheapest and mostbyvolunteer subjects tend to be campuswillingRepeating a study in theundergraduates.world is expensive and more difficult torealand academic life is highly competitive,control;those who publish frequently, quickly,rewardinggeneralizable findings. In contrast, crosscountrywithstudies can take years.The temptation is to generalise andundergraduate.… I don’t think it’s necessarily a problemuniversalisestudy the American undergrad, to the extenttoyou limit your conclusions to the AmericanthatThe problem is when we don’t limit ourundergrad.and start saying: ‘This behaviour isconclusions,of human nature, and evolved on the Africanpartmillions of years ago.’ And that’s wheresavannahWEIRD issue is embedded in a widerThethat includes the replicability crisis,contextin III.4, in which scientists “havediscusseduncomfortably aware that manybecomeresults do not hold up: not just in otherflagshipbut full stop” (Colvile 2016). Therecultures,a need for larger sample sizes and moreisstudies, which in turn requires evenrepeatsubjects, of which the WEIRD campusmoreis certainly the most convenient.undergraduatemay explain why, even though attentionThisfirst drawn to the WEIRD bias in 2008,wassituation as of 2020 has not significantlytheMany studies still do not even includeimproved.about which nation or regioninformationparticipants are from, or, if the subjectstheUS undergraduate students, their ethnicareA 2018 analysis revealed not abackgrounds.study sampled people from Africa, thesingleEast or Latin America, concluding “theMiddleof cultural diversity in psychological sciencelackwell established … however … therehas beenisare also wider, more ideological thrustsTherethe WEIRD bias that do not point totoor carelessness as the main cause.arrogancegave us the idea thatTheEnlightenmentcan be “one great big brotherhoodhumankindman”, while the fallout from eugenics andofviolence committed in theracially-motivatedcentury may have made Western academic20thand institutions less inclined totraditionshuman differences, and more inclinedexplorefocus on (and assume) human similarities.tothere is the broader 20th-centuryFinally,within the sciences to seek simplicity—trendrules, theories of everything—fundamentalfrom the perceived surface-leveldistilledof the cosmos. That complexity maycomplexityfrom across the human sciencesScientistsfound considerable variation both withinhavepopulations and between them. Ithumangenerally misleading and patronizing toisgroups of people “as” something—stereotyperisk averse, as honest, as cooperative, foraswhatever that characteristic is. Is itexample—better, however, to assume that differentanyare highly similar? Experimentalpopulationshave found population-levelfindingsin diverse domains such as visualdifferencesideas of fairness, cooperation,perception,8scientists forget to program it into their research?little action in response” (Rad etal 2018).get publicity, and tenure, for fascinating truthsYouthe human condition, not about the USaboutbe more than skin deep.III.2 Implications of WEIRD researchwe’re making a really big leap.(Colvile 2016)224

III. Methods and tools

lack of diversity in these studies is

The

because Western scientists have

surprising

for centuries how the environment

wondered

behaviour. John Locke’s “tabula

influences

question—that human beings are a “blank

rasa”

at birth and develop almost exclusively

slate”

environmental influences—was posed way

from

in 1690. Victorian polymath Francis Galton

back

added to that question with nature

famously

nurture, a debate that influenced human

versus

well into the 20th century. If the idea of

scientists

has been examined for so long, how did

nurture

answer requires looking closely at how

The

is produced. Research is constrained

knowledge

funding, and the easiest, cheapest and most

by

volunteer subjects tend to be campus

willing

Repeating a study in the

undergraduates.

world is expensive and more difficult to

real

and academic life is highly competitive,

control;

those who publish frequently, quickly,

rewarding

generalizable findings. In contrast, crosscountry

with

studies can take years.

The temptation is to generalise and

undergraduate.

… I don’t think it’s necessarily a problem

universalise

study the American undergrad, to the extent

to

you limit your conclusions to the American

that

The problem is when we don’t limit our

undergrad.

and start saying: ‘This behaviour is

conclusions,

of human nature, and evolved on the African

part

millions of years ago.’ And that’s where

savannah

WEIRD issue is embedded in a wider

The

that includes the replicability crisis,

context

in III.4, in which scientists “have

discussed

uncomfortably aware that many

become

results do not hold up: not just in other

flagship

but full stop” (Colvile 2016). There

cultures,

a need for larger sample sizes and more

is

studies, which in turn requires even

repeat

subjects, of which the WEIRD campus

more

is certainly the most convenient.

undergraduate

may explain why, even though attention

This

first drawn to the WEIRD bias in 2008,

was

situation as of 2020 has not significantly

the

Many studies still do not even include

improved.

about which nation or region

information

participants are from, or, if the subjects

the

US undergraduate students, their ethnic

are

A 2018 analysis revealed not a

backgrounds.

study sampled people from Africa, the

single

East or Latin America, concluding “the

Middle

of cultural diversity in psychological science

lack

well established … however … therehas been

is

are also wider, more ideological thrusts

There

the WEIRD bias that do not point to

to

or carelessness as the main cause.

arrogance

gave us the idea that

TheEnlightenment

can be “one great big brotherhood

humankind

man”, while the fallout from eugenics and

of

violence committed in the

racially-motivated

century may have made Western academic

20th

and institutions less inclined to

traditions

human differences, and more inclined

explore

focus on (and assume) human similarities.

to

there is the broader 20th-century

Finally,

within the sciences to seek simplicity—

trend

rules, theories of everything—

fundamental

from the perceived surface-level

distilled

of the cosmos. That complexity may

complexity

from across the human sciences

Scientists

found considerable variation both within

have

populations and between them. It

human

generally misleading and patronizing to

is

groups of people “as” something—

stereotype

risk averse, as honest, as cooperative, for

as

whatever that characteristic is. Is it

example—

better, however, to assume that different

any

are highly similar? Experimental

populations

have found population-level

findings

in diverse domains such as visual

differences

ideas of fairness, cooperation,

perception,

8

scientists forget to program it into their research?

little action in response” (Rad etal 2018).

get publicity, and tenure, for fascinating truths

You

the human condition, not about the US

about

be more than skin deep.

III.2 Implications of WEIRD research

we’re making a really big leap.

(Colvile 2016)

224

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