Title: The emperor
1The emperors new paradigm
- The rise and fall and rise and fall of
evolutionary perspectives in psychology
2On evolution
- A chicken is just an egg's way of making more
eggs.
3Charles Darwin
- Premise 1 Struggle for survival
- Premise 2 Variability
- Premise 3 Heritability
- Premise 4 Fitness
- CONCLUSION NATURAL SELECTION
- He observed breeders and different naturally
evolving species - Charles Babbage God programmer of laws
4Charles Darwin
- Premise 1 Struggle for survival
- Premise 2 Variability
- Premise 3 Heritability
- Premise 4 Fitness
- CONCLUSION NATURAL SELECTION
- (Artificial selection eugenics later!)
5On the origin of species, 1859
- Premise 1 Struggle for survival
- Species have great fertility. They have more
offspring than ever grow to adulthood. - Populations remain roughly the same size, with
small changes. (Food resources ) - An implicit struggle for survival ensues.
6On the origin of species, 1859
- Premise 2 Variability
- In sexually reproducing species, generally no two
individuals are identical. - Some of these variations directly affect the
ability of an individual to survive in a given
environment.
7On the origin of species, 1859
- Premise 3 Inheritability
- Much of this variation is inheritable.
- Mind you Mendels work though existant at the
time was not known by Darwin from the outset! - Inheritance mechanism was imagined entirely
differently
8On the origin of species, 1859
- Premise 4 Fitness
- Individuals less suited to the environment are
less likely to survive and less likely to
reproduce, - while individuals more suited to the environment
are more likely to survive and more likely to
reproduce.
9On the origin of species, 1859
- CONCLUSION NATURAL SELECTION
- The individuals that survive are most likely to
leave their inheritable traits to future
generations. - A continuous natural embetterment of the world?
10Underlying assumptions
- Premise 1 Struggle for survival
- Malthusian idea technological improvement
- Premise 2 Variability
- Much uniformity
- Premise 3 Heritability
- Debates even today syphilis, doctoritis running
in families - Premise 4 Fitness well-adapted to the
environment - Not at all a clear concept
- Sickle cell anaemia
- what it means for a non-natural selection
philosophy
11The puzzling survivor
- The Naked Ape homo sapiens
- No claws
- No sharp teeth
- Not too fast slower than most predators at any
rate - Why is this parody of evolutionary perfection
still around and moreover everywhere?
12Solution by Evolutionary Psychology
- The adapted mind
- The complexity seen in nature by Darwin is
compared to the complexity in human behaviour and
it is explained as such - Evolutionary psychology as an approach
13Evolutionary psychology
- The Human Animal (Sociobiology)
- Adaptationism
- Originally applied to biological organs the
most well-known is the eye - Extensions the brain is a biological organ
- Supposition the brain produces behaviour and
consciousness - Therefore behaviour and consciousness is formed
by evolution just as the biological body is - Eyes complexity in the centre of debates
14Richard Dawkins
- An ardent proponent of adaptations - earning him
the title of Darwins Rottweiler (and equally
ardent opponent to creationism ) - The Blind Watchmaker focuses on how evolution
could create marvellous structures like the eye
- William Paley a watch presupposes intelligent
design because of its complexity
15The Weasel problem
- Shakespeares Hamlet
- Hamlet Do you see yonder cloud that's almost in
shape of a camel?Polonius By the mass, and 'tis
like a camel, indeed.Hamlet Methinks it is like
a weasel. - Based on the infinite monkey theorem
- A monkey bashing away at random on a typewriter
given enough time he would type the entire works
of Shakespeare - how long would it take him to produce the
sentence Methinks it is like a weasel.?
16The Weasel problem
- Methinks it is like a weasel
- This is 28 characters
- Using 26 letters only capitals and a space bar
- Probability?
- 2728 1040 infinity, or at least much longer
than milliseconds from the existence of the
universe (13,73 billion 13,73 109 years
7,22 1018 milliseconds)
17Sir Frederick Hoyle
- approximately the same order of magnitude as the
probability that a hurricane could sweep through
a junkyard and randomly assemble a Boeing 747. - solar system full of blind men solving Rubik's
Cube simultaneously. - The simplest bacterium needs 1040,000
permutations, while the number of the atoms in
the universe is only 1080, - the chance is the same as throwing 50000 sixes in
a row with a die
18Sir Frederick Hoyle
- Astronomer and sci-fi writer
- He opposed the Big Bang theory because it needs
a cause Steady State theory - He also opposed natural abiogenesis!
- Intelligent design - Evolution from Space
19Hoyles fallacy
- You dont need 28 letters. You start with say 3.
- They calculate the probability of the formation
of a "modern" protein, or even a complete
bacterium with all "modern" proteins, by random
events. - This is not the abiogenesis theory at all it
starts with VERY SIMPLE organisms - They assume that there is a fixed number of
proteins, with fixed sequences for each protein,
that are required for life. - They calculate the probability of sequential
trials, rather than simultaneous trials. - Changing one at a time mutations are rare but
do not exclude each other - They seriously underestimate the number of
functional enzymes/ribozymes present in a group
of random sequences only one good solution
fallacy
20The Weasel problem
- Cumulative selections instead of a single step
selection - Two differences in his model
- Copying mechanism it retains previous states
- There is an inherent goal any change that
occurs towards methinks it is a weasel is kept,
others are discarded - Generation 1 WDLMNLT DTJBKWIRZREZLMQCO P
- Generation 2 WDLTMNLT DTJBSWIRZREZLMQCO P
- Generation 10 MDLDMNLS ITJISWHRZREZ MECS P
- Generation 20 MELDINLS IT ISWPRKE Z WECSEL
- Generation 30 METHINGS IT ISWLIKE B WECSEL
- Generation 40 METHINKS IT IS LIKE I WEASEL
- Generation 43 METHINKS IT IS LIKE A WEASEL
21Adaptive landscapes
- Fitness or adaptive landscapes genetic
variation is pushed to the direction of the
arrows - Waddington epigenetic landscape curiously
posits a rolling, not a climbing ball - Saddle points in mathematics as non-optimal
solutions
22Cosmides Tooby
- Flexibility a basis never questioned
- Instinct vs reason distinction
- Please make a mental note as this is to be
relevant to the discussion on implicit/explicit! - What is instinct blindness according to Williams
James? - Make the natural seem strange program
- of course is no longer a good answer does
evolutionary psychology manage to get round the
problem? - cognitive psychologists spend more time studying
how we solve problems we are bad at the
concept of difficult is being redefined
23The Blank Slate
- The Standard Social Science Model (SSSM)
- learning
- Induction
- Intelligence
- Imitation
- Rationality
- the capacity for culture
- Culture
- A proposed problem with domain generality if
there is no inborn mechanism at all (only
perception), what learns how to learn?
24SSSM
What is this roughly supposed to mean
exactly? The problem of innateness is it
presence at birth?
- Hypotheses and problems
- Babies are born with the same capacities
(roughly) all over the world - YET they come to be very different adults
finally, with different customs and habits - The difference must therefore lie in their
experience of the world - This experience is mediated through
general-purpose-learning mechanisms - Culture must be the explanation it has an
overarching and all-pervasive effect
Are domain-general learning mechanisms good
enough to deal with the information load?
Consider the visual system
Are cultures all that different? How much
universality lies under the cultural differeces
of human societies?
25Arguments against
- Many things are not present at birth that are
rarely doubted to be innate - Do we learn to grow beards and menstruate?
- The nature/nurture dichotomy is not only
arbitrary it is false - again connected to innateness
- In some cases domain-general learning mechanisms
are just not enough - Most prominent example is language poverty of
stimulus argument - Moreover striking differences - species-specific
learning mechanisms (also consider phobias)
26Asking the wrong questions
- genes vs environment
- engine or gasoline?
- the ingredients of bread
- Presence at birth is not required points at the
problematics of innate
27Innateness
- What do we mean by innate? Cognitive science
- Non-acquisition
- UG vacuous, as in a sense everything is
acquired at some point a blastula has no UG - Presence at birth inborn
- Neither necessary (pubic hair), nor sufficient
(prenatal learning is possible) - Internally caused as opposed to environmentally
induced - Jeffrey Ellman rethinking Innateness the
product of interactions internal to the
organism - Impossible without maternal blood, no organ
could possibly develop at all - Triggering is often evoked yet unsure in meaning
28Innateness
- What do we mean by innate? Biology
- Genetically determined?
- Genetically caused
- Genetically represented mapped in DNA
- Both accounts fail because of
- interactionist explanations
- difficulty of observation
- Invariance accounts stable across normal
environments - Attractive as it explains stability and
universality in a species - YET the concept that water is wet would be
innate
29Innateness
- What do we mean by innate?
- Innateness as high heritability
- Heritabilityoverall phenotypic variation that is
due to genetic variation (Vg/Vp) - However only works if there is phenotypic
variation if there is none, it is useless - Opposable thumb in humans drug taaken by mother
disrupting its development -gt low heritability - Not learned
- Learning is nearly as slippery as innateness
isYet.. - Psychologically primitive
- Can not be explained by general psychological
mechanisms have to retreat to biological
explanations - Bootstrapping-type learning learning that is
faster that would be expected based on a
domain-general view
30Adaptive minds
- Problem-specificity
- The brain is a naturally constructed
computational system whose function is to solve
adaptive information-processing problems - Modularity of mind the Swiss army knife model
- face recognition, threat interpretation, language
acquisition, or navigation - Domain specificity (environment specifity)
domain generality (modus ponens works in all
environmental conditions) - adaptive problems
- Permanent to be solved in the life of a species
- Enhance reproductive success
- What about survival?
- The side-effect trick (exaptation)
- Walking and skateboarding
31MMA hypothesis
- Massive modularity
- Modern-day phrenology?
32Jerry Fodor Modularity
- Differentiation of modules and central processing
systems - Modules are
- Domain-specific
- Rapid
- Informationally encapsulated
- Automatic obligatory firing
- Shallow output
- Inaccessible to consciousness
- Characteristic pattern of breakdown - lesions
- The moon looks bigger when its on the horizon
but I know perfectly well its not. My visual
perception module gets fooled, but I dont. The
question is who is this I? If, in short,
there is a community of computers living in my
head, there had also better be somebody who is in
charge and, by God, it had better be me. Jerry
Fodor on Pinker and Plotkin - Jerry Fodor The trouble with psychologicalDarwini
sm. London Review of Books
33Reasoning circuits rational instincts
- Structured around an adaptive problem
- Universally present in homo sapiens
- Develop without conscious effort (speech vs
writing) - Applied without conscious effort
- Distinct from more general abilities
34Stone age minds
- EEA - environment of evolutionary adaptedness
- For this reason, evolutionary psychology is
relentlessly past-oriented - What is problematic about this argument?
- Proximal and distal explanations in psychology
- Universalism
- the universal, species-typical architecture
- reliably develops across the (ancestrally) normal
range - psychic unity of humankind as opposed to
marvellous cultural diversity - (Donald Brown the universal human)
- Margaret Mead coming of age in the Samoa
Derek Freeman
35The Universal PeopleThe total list comprises
about 150 items
Donald Brown
- Abstraction (in speech and in thought)
- Language!
- baby talk
- Antonyms
- Nouns
- numerals
- Belief in supernatural/religion magic (wicca)
- Beliefs about death, disease, fortune
misfortune - Binary cognitive distinctions antonyms
- Childhood fear of strangers/loud noises
- Coalitions
- Collective identities
- Cooperation competition
- Morals
- Murder prohibited
- Rape prohibited
- Myths narratives
- Meals meal times
- Marriage
- Daily routines
- Melody
- Metaphors
- Music
- Repetitionvariation
- Dance
- Crying (emotions?)
- Personal names
- Planning
- Prode
- Promise
- Recognition of individuals by face
- Rhythm
- Rites of passage rituals
- Oedipus complex defense mechanisms
- self-image
36The importance of universalism
- In theory, evolution could explain diversity
supposing a varying environment would entail
varying organisms - Why is universalism so highly emphasized then?
- Sociobiology and social Darwinism
37 Edward O. Wilson
- 1971. Insect societies
- 1975 Sociobiology The New Synthesis
- 1978 On human nature
- In a Darwinian sense the organism does not live
for itself. Its primary function is not even to
reproduce other organisms it reproduces genes,
and it serves as their temporary carrier...
Samuel Butler's famous aphorism, that the chicken
is only an egg's way of making another egg, has
been modernized The organism is only DNA's way
of making more DNA
38Edward O. Wilson
- People are animals, their behavior has evolved
just like that of the animals, and our culture
has a biological component - altruism self-destructive behavior performed
for the benefit of others what other
explanation than culture?
39Edward O. Wilson
- Culture is the slave of biology it can only
survive as long as it supports biological needs - Gathering of resources (territorial fights)
- cooperation helping relatives
- Securing the continuity of the population
- Resonates to Nazi Sozialbiologie, genetic
determinism, eugenics
40Richard Lewontin
Not in Our Genes
- Population geneticist locus studies
- The concept of niche and interaction the
environment does not form passive creatures
according to its own accord - Deterministic perspective is false biological
creatures are actively forming their environment - Sould it be different the homo sapiens would not
be alive by now - Legitimation and ideology first God and now
science is the weapon universities the
factories that produce them
41The danger in evolutionary belief
- Sociobiology
- The mere idea of struggle and survival is
inherent in nature and it is inevitable gives
moral justification towards the unfit - Mary Midgley Evolution as a Religion
- Facts will never appear to us as brute and
meaningless they will always organize themselves
into some sort of story, some drama - Buss the moral/naturalistic fallacy (Dawkins
examines it as well) - Does studying heart attack cause heart attacks?
42Eugenics
- Eu good, well (euphoria)
- Genics (genes) born (genetics)
- any human action whose goal is to improve the
gene pool - Renaissance idea improvement of the world
through science why not better humankind?
43Second International Eugenics Conference, 1921
44Popularity of eugenics
- Originally a field of science!
45Multifaceted Eugenics
- Trait
- Intelligence
- Mental diseases
- Detrimental mental traits - criminality
- Physical diseases (tubercolosis)
- Race
- Means
- Dissemination of information and free choice
- Vocational counselling
- Genetic counselling
- Marriage restriction
- Segregation
- Compulsory sterilization
- Compulsory abortion
- Forced pregnancy
- Genocide
46Sir Francis Galton (1822-1911)
- Charles Darwins half-cousin
- and a child prodigy
- Statistician
- Correlation
- Medical studies
- 1960 Oxford Evolution Debate
47Hereditary Genius
- Count the number of the relatives of various
degrees of eminent men - Proposed
- adoption studies
- trans-racial adoption studies
- Twin studies
- adopted and non-adopted
- Later dyzigotic and monozygotic
- Aware of the nature-nurture debate
- 1883 invented the word eugenics (Inquiries into
human faculty and its development) - Dysgenic behaviour of eminent people
- Introducing monetary incentives
48The Galton Institute (Former Eugenics Society)
49The Bell Curve, 1994
- Intelligence predicts
- Financial income
- Job performance
- Crime
- Intelligence is inherited 40-80
- Perils of a custodial State
50The Bell Curve, 1994
- Intelligence is normally distributed - g
- sum of many small random variations in genetic
and environmental factors - Racial claims differences between blacks and
whites - Controversial APA Intelligence Knowns and
Unknowns - At present, no one knows what causes this
differential.
Validity problem
National Longitudinal Survey of Labor Market
Experience of Youth
51California, 1900-1940s
- Eugenics flourishing
- Influential group of intellects endorsed and
financed eugenic projects - Haynes physician in Los Angeles (bronchitis!)
- Goethe businessmen of Sacramento
- Cold Spring Harbor Station research facility
- Aggravated by the Great Depression
- act of civilizing Manifest Destiny
- Sinophobia and discrimination, scientific racism
52California, 1900-1940s
- Eugenics flourishing
- Active involvement of governmental organizations
- Large-scale administration of IQ tests
- Authorization of scientific research and
sterilization - Expulsion of foreigners and undesirables en masse
- Fomented racial segregation
- IQ testing two-tracked school system
53California, 1900-1940s - Eugenics
- Victims
- Racial groups
- Immigrants
- Mexicans
- Asian Americans
- African Americans
- Young girls classified as
- Immoral
- Delinquent
- 3 stages liberal state liberal
54Liberal starting point
- 1910 Termans Binet-Simon test
- Whites
- Mexicans
- Negroes
- Intelligence tied to Nordic blood
- Segregation
- Vocational counselling
55Sterilizations per annum 1909-1936
- Haynes in Los Angeles
- Society organized for well-being
- Regulate and streaamline
- Gosney and Popenoe
- Sterilization for Human Betterment
- 1935 HOGUEs bill to extend sterilization did
not pass - Competent decision boards
- Directors, wardens and superintendents
- Drop in 1952
- Administrative measures
- 1953 many categories dropped idiots, fools,
sexual perversion - decline
- Major themes
- Delinquency
- Mental retardedness
56PROTECTION - NOT PENALTY
- emphasis shifts from heredity to capacity and
responsability of parenthood and social skills - Change in methods towards liberal measures in
1940 - Popenoe
- Counselling career planning, marriage, family
planning - Information dissemination on eugenical measures
- Holmes (1920) monetary incentives
57The motives shifted
- Early years genes deflate the germ plasm (1880)
- Initially against criminality, imbecility,
poverty - White supremacy, racial segregation, stereotypes
- Mexican boys mentally incompetent forced
manual workers - Mexican women hyperbreeders dependent on
welfare - Defectives depleting resources fiscal
justifications
58Herbert Spencer
- Social darwinism
- Taking survival of the fittest a step too far
- Darwin himself thought it impractical he would
rather have spread the knowledge and let people
decide for themselves - 2 basic mistakes
- Naturalistic fallacy
- He conflates development with change
- Probably a side effect of the ancient idea of the
scala naturae
59Internal struggles
- Evolution by selection is the only known causal
process capable of creating such complex organic
mechanisms. (David Buss) - Jerry Fodor
- The motiv is inaccessible even to the agent
- A way of restoring our innocence
- Psychological Darwinism is a kind of conspiracy
theory that is, it explains behaviour by
imputing an interest (viz in the proliferation of
the genome) that the agent of the behaviour does
not acknowledge. - Popular for the same reason Freud was popular a
slip of tongue is just a libidinous impulse
60Objections Jerry Fodor
- Is it ONLY adaptationism that is able to explain
such complexity? - The complexity of behaviour itself is irrelevant
- evolution does not and can not act on it
- only on brains
- What matters is how much you would have to change
an apes brain in order to produce that much
complexity in behaviour - And about this, exactly nothing is known.
- It is not like the giraffes neck longer is
evident - In fact the difference between brains is not that
big (J.F.) - in terms of genes it is even smaller
- what matters with regard to the question whether
the mind is an adaptation is not how complex our
behaviour is, but how much change you would have
to make in an apes brain to produce the
cognitive structure of a human mind. And about
this, exactly nothing is known. Thats because
nothing is known about how the structure of our
minds depends on the structure of our brains.
61Objections Jerry Fodor
- Methodological flaw reverse engineering
- inferring how a device must work from a prior
appreciation of its function - Ever tried using telnet?
- you dont have to know how hands (or hearts, or
eyes, or livers) evolved to make a pretty shrewd
guess about what they are for. Maybe you also
dont have to know how the mind evolved to make a
pretty shrewd guess at what its for for
example, that its to think with. (Fodor, J.)
62Concerns with evolutionary psychology
- Level of selection
- Individual
- Gene
- Group
- Question of fitness adaptation
- Small designs that lead to a higher reproduction
of a trait - CIRCULARITY
- Fitness (reasoning circuits) has a definition
- Yet how do you recognize it in retrospect?
- Which one is the result of an adaptation?
- Xenophobia
- colour of bones
- form of earlobes
63The circular argumentation problem
- Inherent goal often evokes attacks of circular
argumentation the reverse engineering problem - The effects strive towards the goal
- The goal preexists (who invented the goal?)
- Answer evolutionary forces
- How do you know this was the goal?
- Because it is reached!
64Just-so stories (Rudyard Kipling)
65Problems with blind adaptationism
- The Panglossian Paradox
- Graduality does not always work saltational
models (one day you wake up speaking a language?) - George Jackson Mivart - what do you do with 5 of
a wing? - Gould exaptations
- Physical constraints Gould spandrels in the
cathedral
66The Panglossian Paradox
- Candide, ou l'Optimisme by Voltaire
- Critique of the Leibnizian mantra of Pangloss,
"all is for the best in the best of all possible
worlds" - "Tout est pour le mieux dans le meilleur des
mondes" - theodicy of Gottfried Wilhelm Leibniz
- God is a benevolent deity gt the world is perfect
- Dr. Pangloss, professor of "métaphysico-théologo-c
osmolonigologie" and self-proclaimed optimist
67The Panglossian Paradox
- Lisbon's harbor episode, where honest James dies
- Candide, who beheld all that passed and saw his
benefactor one moment rising above water, and the
next swallowed up by the merciless waves, was
preparing to jump after him, but was prevented by
the philosopher Pangloss, who demonstrated to him
that the roadstead of Lisbon had been made on
purpose for the Anabaptist to be drowned there. - Pangloss on his own syphilis
- it was a thing unavoidable, a necessary
ingredient in the best of worlds for if Columbus
had not caught in an island in America this
disease, which contaminates the source of
generation, and frequently impedes propagation
itself, and is evidently opposed to the great end
of nature, we should have had neither chocolate
nor cochineal.
68- The best of all possible worlds
- It is demonstrable that things cannot be
otherwise than as they are for as all things
have been created for some end, they must
necessarily be created for the best end. Observe,
for instance, the nose is formed for spectacles,
therefore we wear spectacles. - Have we replaced God by evolution? - Is the world
the best of all possible worlds? - On the function of our noses
- Is its inherent purpose
- to hold spectacles?
- to warm and moisturize air?
- How are you to tell in retrospect?
69Exaptation, cooption, preadaptation
- NOT everything is an adaptation
- Human vestigiality has long been observed
- Tailbone
- Vermiform appendix
- Muscles in the ear
- Shifts in the function of a trait during
evolution - Cooption had a slight confusion with non-adaptive
traits less used - Darwin already outlined the basis in the Origin
of Species - bird feathers originally thermo-regulatory
function adapted to flight - Mivart the paradox of 5 of a wing!
- Jury-rigged design apparent non-functional
traits might be telling about the original
function
70Exaptation, cooption, preadaptation
- Recently Stephen J. Gould The thumb of the
Panda - (uses the word exaptation)
- The tinkertoy approach
- Odd arrangements and funny solutions are the
proof of evolution--paths that a sensible God
would never tread but that a natural process,
constrained by history, follows perforce. - Other examples
- Mammals lactatory glands
- Flat feet squat eating bipedalism
- Bones calcium deposits primarily
71Physical constraints
- Venice St Marks Cathedral
Stephen J. Gould and Richard Lewontin "The
Spandrels of San Marco and the Panglossian Paradig
m A Critique of the Adaptationist Programme"
(1979)
72Are the spandrels there, so that nice paintings
could be painted on them, specially designed for
that purpose?
More likely to be inherent in the Bauplan
constraint on adaptive evolution
Causes of historical origin must always be
separated from current utilities their
conflation has seriously hampered the
evolutionary analysis of form in the history of
life.
73Physical constraints
- Does the tyrannosaurs hands are especially
useful in titillating females is this a good
explanation for its adaptive value? - Blind adaptationism does not differentiate
between original function and current
potentialities - Just-so-stories
- Physical constraints like spandrels do not
need an evolutionary explanation
74In the age of Reason
- What is the argument that Tooby and Cosmides make
about reasoning? - Think of the WASON task!
- General problem solving
- Specialized problem-solving modules
- Mathematics a basic concept or a high art?
- An argument can be made for both
- How to make life difficult
75Deduction and Induction
- If it rains Ill take an umbrella with me
- It is raining.
- I take an umbrella with me.
- I take an umbrella with me
- It is either raining or not
- It is not raining
- I either take an umbrella with me or not
- I do not take an umbrella with me
- It is not raining
- John studied accountancy at university.
- John works at an accountants office.
- Therefore John is an accountant.
Modus ponens
Modus tollens
76The Wason task deduction task
- There are 4 cards on the table
- Each card has a letter on one side and a number
on the other - RULE If the card has a wovel on it, the other
side must have an even number on it - Which one(s) do you have to turn to know if they
conform to the rule or not?
E
K
2
7
77The Wason task
- There are 4 cards on the table
- All cards have a drink on one side and the age on
the other - RULE If one drinks alcohol, they need to be over
age - Which one(s) do you have to turn to know if they
conform to the rule or not?
beer
Coke
22
17
78- Why the difference?
- Social rules
- Evolutionary psychology cheater detectors?
- What is the counter-argument to that?
79Some provocative questions
- Does natural selection still work in our highly
artificial society? - What will the homo sapiens be like in another
200.000 years? - Why are there mental illnesses, if adaptationism
is so powerful in evolutionary psychology?