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Operationalizing a variable
specific ways of measuring or manipulating an abstract variable in a particular study
Descriptive research
“What do people do, on average?”
Measure one variable at a time with the goal of describing what is typical
Limitations: can’t test relationships among variables
Strengths: can measure many variables
Correlational research
“What kinds of people do this or what’s associated with what?”
Measures two or more variables in the same sample of people, then observes the relationship between them
Limitations: can’t identify causal direction of relationship
Strengths: can measure many variables
Experimental research
“Why do people do this? What causes these behaviors?”
One variable is manipulated and the other is measured; can provide evidence that one variable causes another
Limitations: can only examine a few variables in one study, not all variables can be manipulated
Strengths: can establish causal direction of a relationship
Random sampling/ random selection
Choosing a sample of participants for a study without bias
eg. dialing random digits on the phone or pulling names out of a hat
Scatterplot
A figure used to represent a correlation
Negative correlation = high scores on one variable go with low scores on the other variable
Positive correlation = high score on one variable go with high scores on the other (and low scores go with low)
Zero correlation = no systematic relationship between the two measured variables
Random assignment
A random method is used to decide which participants will receive each level of the IV
Only used in experiments
Construct validity
How accurately the operationalizations used in a study capture the variables of interest
Reliability: how much a measure yields consistent results each time i’s administered
External validity
When the sample in the study can generalize to the population of interest
Matters most in descriptive research; getting a precise estimate of what people in a broader population do or think
Internal validity
The ability of a study to rule out alternative explanations for a relationship between two variables
Matters most in experiments
Presence of a confound
Confound
When experimental groups accidentally differ on more than just the IV; studies with confounds have poor internal validity bc it is an alternative explanation
Mean, Median, Mode
Mean: average of a group of scores
Median: the middlemost scores; when even number of scores, median is the average of the middle two
Mode: the most common score in the batch
Variability + standard deviation
The extent to which the scores in a batch differ from one another
Standard deviation: used to quantify variability; calculates how much on average a batch of scores varies around its mean: find distance between each individual score and the mean, then compute the average of these distances
Effect size
Describes strengths of relationship between manipulated or measured variables
Correlation coefficient or, for an experiment, the difference between the two group means divided by the standard deviations of the two groups
Correlation coefficient = r
Quantifies direction and strength of correlation
Absolute value of r captures effect size
r = .10 → weak effect size; r = .30 → medium effect size; r = .50 and above → large effect size
d = statistical calculation of effect size representing difference between two means
How far apart two group means are in standard deviation units
d = .20 → small effect size; d = .50 → medium effect size; d = .80 and above → large effect size
Descriptive statistics
Graphs or computations that describe the characteristics of batch of scores
e.g. distribution, central tendency, or variability
Summarize participants’ differing responses in terms of what was most typical and how much people’s responses varied from average
Inferential statistics
Use sample results to infer what is true about the broader population
Statistical significance
Estimate whether results obtained came from a particular population
Calculates how likely it is that sample result came from a population were there is no relationship
Null hypothesis + P value
Assumption that there is truly no relationship between variables in population
Researches reject null hypothesis if sample’s result would have only rarely come from a null-hypothesis population
p = < .05 ; statistically significant
P value: significant result (low p-value) does not mean hypothesis is true, means that data is unlikely to occur under null hypothesis
Meta-analysis
Researchers locate all studies that have tested same variables and mathematically average them to estimate effect size of entire body of studies
Why might a study not be replicable?
False positive: a statistically signifiant finding that does not reflect a real effect ; small sample size
HARKing: hypothesizing after the results are known
p-hacking: using different approaches to find a p value just under .05
Underreporting nonsignificant events: only reports the variables that showed strong effects and does not mention the others
Institutional Review Board (IRB)
A panel of researchers, teachers, and other citizens, who determine whether the study upholds the community’s ethical stanards
Three ethical principles of research
Autonomy: people have the right to make their own decision about participating in the study; researchers can’t coerce people to participate; informed consent: researchers explain the procedure risks and benefits, participants decide whether to take part
Beneficence: research is evaluated on its risks and benefits to the participants and on the research outcomes potential benefit to society
Justice: research should not be conducted disproportionately on one segment of population; participants of research should be representative of the people who will benefit from research
Three R’s of ethics of animal experimentation
Replacement: researchers should find alternatives to using animals in research when possible i.e. computer simulations
Refinement: researchers should modify experimental procedures to minimize or eliminate animal distress
Reduction: researchers should adopt experimental designs and procedures that require the fewest animal subjects possible
Mesmer and his magnetism - Paris 1778
Animal magnetism: magnetic energy that controls our organ and can be manipulated to help people heal
The Commission - to find out if it was real or fake
determined Mesmer and his treatments were fake
the cause is imagination “the enemy of reason”
D’Elsons Plea: wouldn’t imagination be a valuable tool in the medical profession?
Mesmer = biggest quack → mesmerized
Proximate explanation
Point to immediate causes of the behavior (within lifetime of an individual)
Ultimate explanation
Point to long-term causes of the behavior
Darwin’s key findings
Variation: within species
Heredity: traits passed down from generation to generation
Competition: in the competition to survive and reproduce, some individuals with certain traits have an advantage, these people will be more likely to pass on those traits to future generations
As environment change, so too do the most advantageous traits
“Our modern skull houses a stone age mind”
We have tendencies from thousands of years ago that may or may not fit in the modern day
Evolution takes time and lags behind changes in environments
Evolutionary cuteness “kindchenschema”
Set of facial and bodily features that activate caretaking motivation
Glocker et. al: manipulated babies to be more or less cute; higher cuteness → higher willingness to take care of them
Naturalistic fallacy
Belief that characteristics as a result of natural selection are inherently good
Kin selection
Passing on genetic material by helping those related to you
Requires relatedness
Direct reciprocity
Helping someone so that that person can help you in the future
Requires repeated interactions
Indirect reciprocity
Helping someone so that someone else sees that and will help you in the future
Requires observation
Punitive Higher Power and behavior
Yilmez + Bachiapeli study: a punishing higher power → people are more likely to be charitable
Why are humans more predisposed to share and help others?
We live in large groups, infants need a lot of care, and cooperation is needed for helping
Cerebral cortex
Outermost layer of the brain; supports cognitive skills, complex emotions, and complex mental activity, including your sense of mind and self
Neurons
Cellular building blocks of brain
Motor neurons: sends signals to make the body take action
Sensory neurons: carries information from the outside world and within the body to the brain
Interneurons: connects neurons and interprets, stores, and retrieves information about the world, allowing you to make informed decisions before you act
Top-down perspective
Functions are communicated from levels of the brain where much of the complex functions reside through various levels down to the body to take specific basic actions
Neurodiversity
The appreciation of the range of differences in brain functioning among individuals
Nerves
Collection of neurons
Carry signals to and from the brain, relating perceptions, thoughts, and feelings into actions
Central Nervous System (CNS)
Composed of nerves of brain and spinal cord; information from body travels to brain by way of the nerves in your skull
Peripheral Nervous System (PNS)
Composed of the nerves outside of the brain and spinal cord; connects the parts of the body to the brain
Made up of Somatic Nervous System and Automatic Nervous System
Somatic nervous system
Allows us to feel external sensations from and control volitional movement of the body
Voluntary commands
E.g. the touch of a feather on your arm
Automatic nervous system
Allows us to feel internal sensations and controls automatic movements of the organs, such as heartbeat
Made of Sympathetic nervous system and Parasympathetic nervous system
Sympathetic nervous system
Division of automatic nervous system that acts on blood vessels, organs, and glands in a way that prepare body for action, especially in threatening situations
E.g. breathing and heart rate increase
Parasympathetic nervous system
Division of the automatic nervous system that returns body to a resting state by counteracting actions of the sympathetic system
E.g. eating and sex
Spinal cord
The major bundle of nerves in the spine that connects body and brain
Damage can result in a loss of feeling (sensory) and movement (motor) of the body, even though the body still exists
Endocrine system
A network of glands that release hormones into the bloodstream to regulate the body’s activities
Able to coordinate hormone release with CNS and PNS
Transmits info more slowly than nervous system, but messages reach more of body’s nooks and crannies and have a more lasting effect
Pituitary gland
Master endocrine gland, located underneath hypothalamus and base of brain
Produces its own hormones and regulates hormone production in other glands
Modulates hunger, sexual arousal, and sleep
Communicates with male and female sex glands to produce sex hormones such as testosterone and estrogen, influencing growth, sexual development, and brain development
Adrenal glands
Located on top of kidneys
Produce a variety of hormones including adrenaline and cortisol, that are central to the stress response
Dendrite
Receive chemical messages from other neurons
Cell body
Collects neural impulses, contains the cell nucleus, and provides life-sustaining functions for the cell
Gray matter
Axon + terminal branches
Transports electrical impulses to other neurons via the terminal branches (sometimes called terminal buttons)
White matter
Terminal branches convert these impulses into chemical messages
Myelin sheath
A layer of fatty tissue that covers and insulates an axon to ensure that electrical messages travel fast and meet less resistance
Made up of glia
Glia
Support cells that make up myelin sheath around neurons to insulate, support, and nourish neurons and modulate neuronal function
Action potential
Rapid change in voltage created by a neuron when it is sufficiently stimulated to surpass a critical threshold; serves as the basis for neural signaling
The capacity to communicate with other neurons
A wave of change in electrical potential that rushes down the axon
Neuron’s extracellular fluid
Membrane separating the intracellular and extracellular fluid is selective
Positively charged ions rest outside the cell; extracellular fluid is positive compared to negative intracellular environment
Resting potential
-70 milli volts
If neuron is strongly negatively polarized, a neuron can’t fire an action potential
Ion channels
Allow chemical ions to enter and exit neuronal membrane to generate voltage for the resting and action potentials
If other neurons sufficiently stimulate a neuron’s dendrites, ion channels open and allow an influx of positively charged ions into the neuron
chain reaction happens and spreads down the axon, more channels open
Depolorization: when a neuron’s voltage becomes more positive; first phase of the action potential
Voltage threshold
-55 millivolts
The voltage necessary for a neuron to start an action potential
Ion channels open rapidly, positively charged ions flood in, neuron’s voltage then surges rapidly and becomes positive as it passes zero
Significance of action potential
The bases for neural signaling
E.g., causing a muscle to twitch, traveling up the optic nerve into the brain to transmit a signal about light entering the eye
Repolorization
Neuron rapidly returns to its resting potential
Refractory period
Period of time required for a neuron to return to its resting state before it can fire another action potential
Lasts a few milliseconds
Excitatory messages
+Moving the neuron’s voltage closer to its threshold
If excitatory outweigh inhibitory enough to reach threshold, then neuron fires an action potential
Inhibitory messages
-Moving the neuron’s voltage farther away from its threshold
If inhibitory outweigh excitatory, much less likely to reach threshold necessary for firing
Synapse
The gap where a sending neuron communicates with the dendrites or cell body of the receiving neuron
Neurotransmission
Allows the electrical message to bridge the synaptic gap by converting the electrical signal into a chemical one, allowing neurons to transmit their signals to one another
Neurotransmitter
The chemical messenger released at the terminal branch to allow communication between neurons
Target neurons have receptors that bind with specific neurotransmitters
When neurotransmitter binds to receptor, ion channels open, changes in ion flow across neuron's cell membrane, an electrical signal is generated in the target neuron
Receptor produces excitatory or inhibitory electrical signal in target neuron as a reaction to neurotransmitter
Inactivation of neurotransmitters
Terminate chemical message
Diffusion: neurotransmitters drift out of the synapse over time
Degradation: chemical reaction breaks down the neurotransmitter in the synapse
Reputake: neurotransmitters are reabsorbed into presynaptic terminal branches of original neuron
Three types of neurotransmitters
Amino acids: Glutamate (excitatory), GABA (inhibitory), most abundant
Monoamines: dopamine (motivation, reward), serotonin (sleep, mood)
Peptides: endorphines (pain, emotion), oxytocin (social, trust)
Psychoactive drugs
Artificial chemicals introduced into the body that “piggyback” onto the preexisting infrastructure used by your body’s own neurotransmitters
Alters psychological processes, such as mood, perception, thought and behavior
E.g. caffeine, nicotine, and alcohol
Opioids
Drugs to relieve pain e.g. morphine, fentanyl, oxycodone
Endorphins are the body’s natural opioids
Repeated exposure to opioids alters the brain so that it functions normally only when the drugs are present, resulting in addiction
Agonist
Any drug that can mimic or boost the action of a neurotransmitter
Antagonist
Chemical that competes with a naturally occurring neurotransmitter by preventing it from binding with its target receptor and it doesn’t activate the receptor
By blocking receptor activation, it blocks normal neurotransmission
Phenotype
The observable characteristics of an individual resulting from the interaction of genotype and environment
E.g. eye color and height; also physiology and mental qualities
Genotype
The genetic makeup of an organism composed of the organism’s complete set of genes
Genes
A unit of heredity which is transferred from a parent to offspring and is held to determine some characteristic of the offspring
Present in the nucleus of every cell in the body including neurons
Located on chromosomes
rod-shaped structures in a cell’s nucleus
humans have 23 pairs of chromosomes in every cell
made of DNA
Gene expression
The turning on an off of genes in a particular cell to determine how that cell functions
Depends on your experiences
Epigenetics
The study of how the interactions between your genes and the environment regulate your gene expression
All aspects of your life can eventually cause modifications to gene’s environment, which over time will turn those genes on or off
Behavioral genetics
The study of how genetic factors influence trait variation between individuals
Heritability
Measures degree of heredity
How much variation in phenotype across people is due to differences in genotype
0-1
heritability measure of 0 means genes do not contribute to how people differ with regard to a particular trait
heritability measure of 1 means that only genetic factors are responsible
Identical/Monozygotic twins
Twins who share 100% of their genetic material because they develo0ped from the division of a single fertilized egg
Fraternal/Dizygotic twins
Twins who share 50% of their genetic material because they developed from two separate fertilized eggs
Jill Bolte Taylor
Neuroscientist who suffered a stroke
Vision obscured, couldn’t understand language, drifted off, memory problems
“The Astonishing Hypothesis” - Francis Clark
Everything humans are able to do and our emotions and personality is because of the inner workings of the brain; you are your brain and your brain is you
Brain Computer Interface (BCI)
Creates a direct communication link between brain’s electrical activity and external devices
E.g., Anne Johnson suffered a brainstem stroke, used a BCI device to translate her neural activity and has an avatar simulate her voice, allowing her to communicate her thoughts
Cerebral cortex
Largest and most outer part of the brain, lies underneath the skull
Supports complex mental activity including your sense of mind and self
Includes neocortex and subcortex
Forebrain (Neocortex)
Occipital lobe, temporal lobe, parietal lobe, frontal lobe, insular lobe
Limbic system (Forebrain - Subcortex)
Hippocampus, amygdala, basal ganglia, thalamus, hypothalamus
Midbrain
Tegmentum, ventral tegmental area, substantia nigra
Brainstem (Hindbrain)
Pons, medulla, reticular formation, cerebellum
Frontal lobe
Parietal lobe
Occipital lobe
Temporal lobe
Insular lobe