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Empiricism
The belief that accurate knowledge can be acquired through observation. locke
The Scientific Method
a set of principles about the appropriate relationship between ideas and evidence
theory
hypothetical explanation of a natural phenomenon
what are the 3 things that make studying people difficult
complexity
variability
reactivity
validity
the extent to which a measurement and a property are conceptually related
reliability
tendancy for a measure to produce the same measurement whenever it is used to measure the same thing
demand characteristics
aspects of an observational setting that cause people to behave as they think they should
what are methods used to reduce demand characteristics?
cover stories- decpetion and debreifing
the unrelated-experiments technique-start with one experiment and then conduct another
use of nonreactive measures- ex cortisol levels
Naturalistic observation:
A technique for gathering
scientific information by unobtrusively observing people in
their natural environments
information used in naturalsitic observation may be…
▫ Measured as it occurs
▫ Already recorded by others
▫ Recorded on videotape to be coded later
what is ecological validity?
how study results apply to real life situations
observer bias
researchers see what they want to see- their observations match their predictions which poses a threat to the validity of research
what did the rosenthal and fode study show
had one maze for smart rats and one maze for dumb rats. the rats where actually the same but showed different results due to the difference in treatment they got. showed observer bias
double blind study
An observation whose true purpose is hidden from both the observer and the person being observed
frequency distribution
A graphical representation of measurements arranged by the number of times each measurement was made.
descriptions
graphic representations and statistics
what are three neasures of central tendancy
mode, median, and mean
what is mean?
average- add all values then divide by number of values
what is mode?
number that occurs most often in a data set
what is median?
middle number, if odd pick the number in the middle, if even add the 2 middle numbers and divide by 2
what is discriptive research?
describe behavior in natural settings- case studies, naturalistic observation, surveys
what is a correlational study?
explores the relationship between 2 or more variables- but there is no manipulation
what are experimental studies?
investigate a cause and effect relationship
-manipulation
what is random assignment
participants placed into groups by chance, to contol systematic impacts of self selection
if variables cannot be manipukated due to ethical constraints what needs to be done?
a correlational or descriptive study
what is a case study?
in depth analysis of individuals groups or events.
what did dr. deb roy investigate?
how humans specifically infants learn language through intensive observation of single individuals
what are the advantages for using case studies for research?
useful for rare phenomenon
may challenge validity of theories
can illustrate effectiveness of programs for special populations like failure to thrive infants
what are the disadvantages for using case studies for research?
poor method of determining cause and effect relations
genealizability questionable
researcher bias
what allows neuroscientists to study localization of brain function
brain imaging techniques
which way does the dorsal stream go?
from occipital towards parietal- used for coordination and movement
which was does the ventral stream go?
from occipital towards temporal- used for object recognition
what i naturalistic observation?
observation of behabior in a natural setting
what are the advantages of naturalistic observation?
provides a rich description of behavior
what are the diadvantages of naturalistic observation?
does not permit clear causal conclusions
why do researchers need a proper representative sample of a population?
because they cannot study the entire population the sample must reflect important characyeristics of the whole population- use random sampling
what are the major drawbacks of surveys?
unrepresentative samples can lead to faulty generalizations
surveys rely on participants self reports which relies on honesty of participants
data cannot be used to draw conclusions about cause and effect
what are the benefits of surveys
convienient
cost effective'
anonymity encourages people to participate and be honest
what is a bimodal distribution?
has 2 modes/ separate areas of peak frequencies- unlike normal distribution which is unimodal
normal distribution
the mean is = to the median
where will the mean be on positively skewed?
higher than the median
where will the mean be on negatively skewed?
lower than the median
standard deviation?
discribes the average difference between the measurements in a frequency distribution and the mean of that distribution
standardized score?
expressed in the number of standard deviations that the orginal score is from the mean
matched samples?
technique where participants in two groups are identical in terms of a third variable
matched pairs?
each participant is identical to one other partipant in the terms of a third variable
descriptive studies?
describe behavior systematically without investigating relationships between specific variables
within subject experiments?
each subject participates in each part of the study- can face fatigue or practice but have greater statistical power
what are between subject experiments?
each control/group has different participants
Psychology
scientific study of behavior and mental processes
behavior
the responses or actions that we can observe directl
mind
internal processes and states that cannot be observed directly but are instead inferred from measurable responses
science
a process of gathering and evaluating empirical evidence systematically in order to answer research question
inferential statistics?
procedures for calculating the probability that the observed results could derive from chance alone
error?
reduces the chance of finding statistcially significant results
bias?
can lead to the false conclusion that a hypothesis has been supported when in fact some irrelevant factor has caused the result
when does a sampling bias occur?
when the sample is not actually representative of the population because the probability with which members of the population have been selected for participation is not known
internal validity?
the extent to which we can trust the conclusions that have been drawn about the causal relationship between the independant and dependant variable
external validity?
the extent which results can be generalized beyond specific settings and participants uced in the experiment to other places people and times
why was the milgram study not ethical?
Milgram Study (1974): The study tested obedience to authority by having participants (“teachers”) administer fake electric shocks to a “learner” (confederate) when they answered questions incorrectly. Despite hearing the learner’s protests, many continued when instructed by the experimenter. The study showed that ordinary people are likely to obey authority even when it causes harm, but it was unethical due to deception, stress, and limited ability to withdraw.
what are the general guidlines and principles of research?
-respect for human dignity
-repsect for free and informed consent/ freedom to make decisions
-minimize harm
-maximize benefit: benefit society as a whole
-respect for vulnerable persons
-respect for privacy and confidenntiality
variance?
a statistic that represents the sum of the squares divuded by the sample size, how much values differ from the mean
histograms?
graphically represent the frequency of particular groups of scores
what do box plots show?
important information about the distribution of scores
median- line at center of box
variability- shown by outliers and whiskers
aymmetry: shown by differences above and below
outliers: scores that are extremely high or low
what is error variance?
variance from factors that were not controlled in an experiment- like boredom, distraction, measurement error
r2?
R² (R-squared) is a statistic that tells you how much of the variation in one variable is explained by another variable in a regression or correlation context.
what does it mean by t-tests are parametric?
the population needs to be normally distributed to use this test
what is the purpose of a t-test?
to test if two means are statistically significant from eachoter
what does it mean if two frequency distributions have lots of over lap
high variability
what does it mean when frequency distributions have little overlap?
little variability- and higher chance of being statistically significant
what is the T stat?
The T value in a t-test tells you how big the difference between two group means is relative to the variability of the groups.
Bigger T → the groups are more different compared to the spread of scores
Smaller T → the groups are closer together compared to the spread of scores
In other words:
The T-statistic measures the signal (mean difference) relative to the noise (variability in the data).
what makes a T stat higher?
T gets higher when:
The difference between group means is larger
The variability (spread) within groups is smaller
The sample size is bigger (because larger samples reduce error)
what makes a t stat smaller?
Low T → small difference / high variability → less likely significant
single sample- t-tests?
-randomly distributed
-normal selection
-used to know if difference betweeb the sample mean and the known population is significant
-A single-sample t-test is a type of t-test used to compare the mean of one group to a known or hypothesized value (instead of comparing two groups).
related samples t-test?
-two samples are compared with eachother
-particpants in one group have something in common with the participants in the oher
-same people can be tested under both conditions
independant samples t-test?
two samples are compared, participants have nothing to do with eachother, random assignment to conditions
what type of formula are t-tests calculated with
a ratio formula- differance betweeb two means/variability=signal/noise
Ho
null hypotheisis
Ha
alternate hypothesis
effect size?
how much effect one variable has on another
what are powerful tests?
tests that detect large effects- large differences between null and alternative
-researchers should specify minimum difference that is worth their attention and design studies with that effect size in mind
critical period:
period in childhood when exerience and language produces optimun language acquisition
babies in utero may respond to their mother speech through what?
kicking/movement
what do new borns prefer over strangers?
their mother voices
can newborns percive speech?
yes they can, they prefer their mother voice
what are the steps to speech?
newborns and young babies: make sounds like cry sneeze
2 months: infants begin to produce vowel like sounds
6 months: cooing develops into babbling- speech like sound
10-12 months: use single words
what is infant-directed speech/motherese?
thought to attract and maintain the attention of infants
higher in pitchs, more variable in pitch, more exaggerated in intonation, slower in pace, provides more language cues
what are phonemes?
basic building blocks of language- linked together to create words- consist if consonant and vowel sounds
when can infants distinguish phoneme sounds?
as early as 1 month after birth
what are morphemes?
smallest meaninful units of language
words, prefizes, suffixes that are used in consistent ways to modify words
what is deep structure?
meaning of a sentance
what is surface structure?
the way a sentance is worded
what are the three theories of vocabulary spurt?
naming insight- all things have words/all words refer to things
change in concepts-more words are used when concepts become more detailed and differentiated
ability to sort objects-marks acceleration in word learning
what is fast mapping?
connecting new words with their refferents so quickly that they cant be considering all of the possible meanings for the new words
what is joint attention
learning is more likely to take place when adults look at the object or action while saying its name
what is a holophrase?
one word utterance by a child to communicate more than the typical meaning of that word
what are naming errors?
underextension: defining a word to narrow
overextension: defining a word too broad
dissapearance of these is gradual as childs language and understanding becomes more accurate
stages of early grammar development?
2 years: multiword utterances are produced
2-5 years: progress in grammer
what is basic child grammar?
the grammatical properties of early childhood language, that are found in many languages and thought to universal
telegraphic speech?
Telegraphic speech is a stage in language development when a child speaks in short, simple sentences that mostly include content words (nouns, verbs) and omit smaller grammatical words (like articles, prepositions, or auxiliary verbs). like want cookie instead of i want a cookie