Research Design Basic Vocabulary
Hypothesis: Tentative, falsifiable explanation or educated guess. A testable prediction.
Operational Definition: Clear, precise, quantifiable variable definition. How a variable is measured.
Qualitative Data: Descriptive data (e.g., eye color). Non-numerical data.
Quantitative Data: Numerical data (e.g., test scores). Data with numbers.
Population: Entire group research applies to. The whole group of interest.
Sample: Specific people chosen for the study. A subset of the population.
Correlation: Relationship between variables. Association between two things.
Advantage: Useful when experiments are unethical. Can be used when experiments are prohibited.
Disadvantage: Correlation ≠ Causation. Association does not equal cause.
Directionality Problem: Cannot determine which variable influences the other. Unclear direction of effect.
3rd Variable Problem: An unmeasured variable may be responsible for the observed correlation. Another variable is responsible for X & Y association
Positive Correlation: Variables increase/decrease together. Both go up or down.
Negative Correlation: One increases, the other decreases. One goes up the other goes down.
Strength: Closer to 1 (positive or negative), stronger the relationship. Closer to +/- 1 = stronger relationship.
Experiments: Manipulate variables for cause/effect. Testing cause and effect relationships
Advantage: Establishes cause and effect. Determines what causes what.
Disadvantage: Can be unethical, artificial. Not always ethical also sometimes artifical.
Independent Variable (IV): altered by researcher. Variable that is manipulated.
Experimental Group: Receives treatment (part of IV). Group that gets the treatment.
- Control Group: Placebo, baseline (part of IV). Group that does not get IV/gets placebo
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Dependent Variable (DV): measured; dependent on the IV. What is being measured.
Vocab Unique to Experiments:
Placebo Effect: Effect caused by placebo; fixed with blinded studies. Responding to a fake treatment.
Double-Blind: Neither participant nor experimenter knows condition assignments. Neither knows who gets treatment.
Single-Blind: Only participant is blind. Participant doesn't know who gets the treatment.
Confound: Error/flaw accidentally introduced. An uncontrolled variable that effects results
Random Assignment: Assigns participants randomly to groups for equal representation; allows cause/effect claims. Randomly assigned to control/experimental groups.
Other Study Types:
Naturalistic Observation: Observe in natural settings. Watching in the real world.
Advantage: Real-world validity. Realistic scenario
Disadvantage: No cause and effect. Cannot determine cause and effect
Case Study: Studies ONE person in detail. In depth look at individual or case
Advantage: Collects lots of info. Get a lot information
Disadvantage: No cause/effect. Cannot determine cause and effect
Meta-Analysis: Combines multiple studies. Combine data from various similar studies
Descriptive Stats: Shows data shape. Describes the data
Measures of Central Tendency:
Mean: Average (normal distribution). Average number
Median: Middle # (skewed distribution). Middle number of group numbers
Mode: Most frequent. Number that shows up the most
Bimodal: two modes.
Skews:
Negative: Mean to the left, mode to the right. Tail points to the left (mean < median)
Positive: Mean to the right. Tail points to the right (mean > median)
Measure of Variation
Range: Distance between smallest and largest #. Subtract the largest number by the smallest number
Standard Deviation: Avg. spread from the mean. How spread apart the numbers are
Inferential Statistics: Establishes significance. Numbers to generalize to broader population
Statistical Significance: Results not due to chance; p<.05 = significant. Results are not random
Effect Size: Practical significance; bigger = better. How large of an effect the IV had on the DV
Confidentiality: Names kept secret. Keeping personal information private
Informed Consent: Agreement to participate. Researcher tells participant whats going on and get agreement to participant
Informed Assent: Minors AND parents must agree. An agreement to participate from the parents and the minors
Debriefing: Tell true study purpose (after deception). Researcher tells the true goal after deception has taken place during study
Deception: Must be warranted. Is misleading but must be justified
No Harm: Mental/physical. Researchers cannot cause any mental or physical harm
Surveys: Usually correlation; subject to self-report bias. Asking a group about their attitude or behavior. Can be biased because the subject self reports
Social Desirability: Give socially approved answers.
Wording Effects: The way you word something can impact responses
Random Sample (Selection): Everyone has a chance to participate; increases generalizability. All has equal opportunity of participating. Results can be generalized
Representative Sample: Mimics general population. Group of participants reflecting the population
Convenience Sample: Select participants on availability; less representative. Easy access to participants. Not representative
Sampling Bias: Sample isn’t representative. Group not representative of population
Cultural Norms. Standards for accepted or expected behavior, rules, values
Experimenter/Participant Bias. Expectations can influence results
Cognitive Bias
Confirmation Bias. Seek info supporting preconceptions
Hindsight Bias. Believe, after learning an outcome, that you could have predicted it
Overconfidence. More confident than correct.
Hawthorne Effect. Being observed changes behavior
Heredity (nature) vs Environment (nurture). Genes vs experience
Nature vs Nurture: Both. Genes and experience
Twin/Adoption Studies. Examine influence of heredity and environment
Central NS: Brain and spinal cord. The brain in spinal cord
Peripheral NS: Relays to Central NS. Sensory and motor neurons
Somatic NS: Voluntary movement. Controls voluntary movement
Autonomic NS: Involuntary organs. Controls involuntary movement
Sympathetic NS: Fight/flight. Arouses + expends energy
Parasympathetic NS: Rest/digest. Conserves energy
Neuron: Basic cell of the NS. Building block of the nerve system
Dendrites: Receive incoming NTs. Receive messages from other cells
Axon: AP travels down this. Send messages to other cells
Myelin Sheath: Speeds up AP. Covers the axon and helps speed up neural impulses
Synapse: Gap b/w neurons. Gap between sending and receiving neurons
Sensory Neurons: Signals from environment to brain. Carry messages from body’s tissues and sensory receptors to the brain/spinal cord
Motor Neurons: Signals from brain to move. Carry instructions from central nervous system out to body’s muscles
Interneurons: Reflex arc. Communicate with one another and process information between the sensory inputs and motor outputs
Glia: Support cells. Provide support, nourishment, and insulation to neurons
Neurons Fire w/ an Action Potential:
Resting Potential: -70mv. Electrical potential is negative
Depolarization: Neuron switches charge briefly. Neuron is briefly positive
Threshold: Stimulus strength to start AP. Level of stimulation required to trigger neural impulse
All or Nothing: Stimulus must trigger AP past threshold. Neuron reaction is all or nothing
Refractory Period: Neuron must rest and reset. Neuron pauses to recharge
Chemicals in synaptic gap. Chemical messengers that cross the synaptic gap between neurons
Excitatory / Inhibitory. Excite/inhibit neuron firing
GABA: Major inhibitory NT. Major inhibitory neurotransmitter
Glutamate: Major excitatory NT. Major excitatory neurotransmitter
Dopamine: Reward & movement. Assoc. w/ addiction. Influences movement, learning, attention, and emotion
Serotonin: Mood, emotion, sleep. Too little linked to depression Affects mood, hunger, sleep and arousal
Acetylcholine (ACh): Memory & movement Enables muscle action, learning, and memory
Norepinephrine: sympathetic NS, too little assoc. w/ depression. Helps control alertness and arousal
Endorphins: Decrease pain. Natural, opiate-like neurotransmitters linked to pain control and to pleasure
Substance P: Pain regulation.
Hormones:
Oxytocin: Love, bonding, childbirth, lactation. Stimulates contractions during childbirth
Adrenaline: Fight/flight. Increase heart rate, blood pressure, and blood sugar, providing a surge of energy
Leptin: Satiety. Causes brain to increase metabolism and decrease hunger
Ghrelin: Hunger. Secreted by empty stomach that sends “I’m hungry” signals to brain
Melatonin: Sleep.
Agonist: Mimics a NT. Makes it work
Antagonist: Blocks a NT. blocks it from happening
Reuptake: Unused NTs taken back up. NT’s reabsorption by sending neuron
Psychoactive Drugs:
Depressants: Decrease NS activity (alcohol). Calm neural activity + slow body functions
Stimulants: Increase NS activity (caffeine & cocaine). Excite neural activity and speed up body functions
Hallucinogens: Hallucinations (Marijuana). Distort perceptions + evoke sensory images in absence of sensory input
Opioids: Relieve pain (heroin). Depress neural activity, temporarily lessening pain and anxiety
Tolerance. The diminishing effect with regular use of the same dose of a drug, requiring the user to take larger and larger doses before experiencing the drug's effect.
Addiction. a compulsive craving for something
Withdrawal. the discomfort and distress that follow discontinuing the use of an addictive drug
Cerebellum: Movement, balance, coordination, procedural memory. Coordinates movement and output
Brainstem/Medulla: Vital organs. Automatic survival functions
Reticular Activating System: Alertness, arousal, sleep. Controls arousal
Cerebral Cortex: Higher thought processes. Body’s ultimate control and information-processing center
Limbic System:
Amygdala: Emotions, fear. Linked to emotion. Fear and aggression
Hippocampus: Episodic & semantic Memory. Processes conscious, explicit memories
Hypothalamus: Reward, eating, homeostasis. Bodily maintenance activities
Thalamus: Relay center (except smell). Directs messages to sensory receiving areas in cortex and transmits replies to cerebellum and medulla
Pituitary Gland: Talks w/ endocrine sys and hypothalamus - release hormones. Regulates growth and controls other endocrine glands
Occipital Lobe: Vision. Receives info from visual fields
Frontal Lobe: Decision making, planning, movement, personality, language, executive function.
Prefrontal Cortex: Executive function. Judgement, planning, processing new memories
Motor Cortex: Skeletal movement. Controls voluntary movements
Parietal Lobe: Sensations and touch.
Somatosensory Cortex: Touch receptors. Touch sensations
Temporal Lobe: Hearing and face recognition, language.
Association Areas: Integrate info. Areas involved in higher mental functions
Left Hemisphere: Broca’s and Wernicke's Area.
Broca’s Area: Speech production (Broken speech). Language expression
Wernicke’s Area: Speech comprehension (Wernicke’s what?). Language reception
Corpus Callosum: Connects hemispheres; severed in “split-brain patients”. Band of neural fibers connecting 2 brain hemispheres and carrying messages between them
Sends hormones throughout the body. Set of glands that secrete hormones into bloodstream
Pituitary Gland: Controlled by hypothalamus, release growth hormones. Master gland
EEG: Broad brain activity. Amplified recording of waves of electrical activity
fMRI: Specific brain activity, measures oxygen. Measures brain activity by detecting changes associated with blood flow
Lesion: Destruction of brain tissue. Naturally or experimentally caused destruction of brain tissue
Multiple Sclerosis: Damages myelin sheath, disrupts APs. Communication of muscles slows with eventual loss of muscle control
Myasthenia Gravis: Acetylcholine blocked, disrupts APs, causes poor motor control and paralysis. Autoimmune disorder attacking acetylcholine receptors
Blindsight: Lesions to visual cortex; can “see” despite being blind. Respond to visual stimulus without consciously experiencing it
Prosopagnosia: Face blindness. Inability to recognize faces
Broca’s Aphasia - stuttered speech, damage to Broca's area. Can’t speak
Wernicke’s Aphasia - jumbled speech - damage to Wernicke's area. Can’t understand
Phantom Limb Pain: Pain from amputated limb. Sensations from limb that is no longer there
Epilepsy: Seizures; too much/little Glutamate/GABA. Unpredictable occurrences
Alzheimer’s: Destruction of acetylcholine, memory loss. A progressive brain disorder that is characterized by memory loss, cognitive decline, and changes in behavior.
Consciousness: Awareness. Our awareness that we are aware
Circadian Rhythms: 24-hour biological clock. Occurring on roughly 24-hour cycle
Beta Waves: Awake.
Alpha Waves: Drowsy.
NREM Stages:
NREM 1: Light sleep, hypnagogic sensations.
NREM 2: Sleep spindles.
NREM 3: Deep sleep, delta waves.
Rapid Eye Movement (REM): Dreaming, cognitive processing. A stage of sleep characterized by rapid eye movements, dreaming, and cognitive processing.
REM Cycle: 90 minutes; REM lasts longer, deep sleep decreases.
REM: Paradoxical; HR and brain active, body relaxed.
REM Rebound: More REM after sleep disruptions.
Activation Synthesis: Random brain activity forms dreams.
Consolidation Dream Theory: Brain processes memories.
Consolidation: Storage of memories.
Restoration: Regenerates immune system and restores energy.
Insomnia: Inability to sleep.
Somnambulism: Sleep walking (stage 3).
Narcolepsy: Fall into REM.
Sleep Apnea: Stop breathing.
REM Behavior Disorder: No paralysis during REM.
Sensation: Receive stimulus energy.
Transduction: Convert to APs.
Perception: Brain interprets info.
Absolute Threshold: Detection 50% of time.
Just Noticeable Difference: Can tell the difference b/w a stronger and weaker stimulus or two similar things.
Weber’s Law: Stimuli must Differ by Proportion
Synesthesia: Senses blend.
Sensory Adaptation: Diminished sensitivity.
Lens: Focuses light on retina.
Retina: Photoreceptors (rods/cones/ganglion cells).
Fovea: Best vision (cones).
Rods: Black/white, dark adaptation
Cones: Color, bright light (red, green, blue).
Ganglion Cells: Create optic nerve.
Blind Spot: Optic nerve leaves the eye.
Visual System Vocabulary:
Accommodation: Lens changes curvature.
Nearsightedness
Farsightedness
Theories of Color Vision:
Trichromatic: Three cones (blue, green, red).
Opponent Process: Complementary colors are processed in ganglion cells.
Color Deficiency
Dichromatism
Monochromatism
Properties of Sound:
Wavelength – Pitch
Long waves = low pitch
Narrow waves = high pitch
Amplitude – Loudness
Short waves = soft
Tall waves = loud
Theories of Hearing all occur in the cochlea:
Place Theory: Location determines sound (high pitches).
Frequency Theory: Rate determines sound (low pitches).
Volley Theory: groups of neurons fire APs out of sync.
Other Hearing Stuff
Sound Localization
Conduction deafness: Damage to bones of ear/eardrum cause hearing loss.
Sensorineural: Damge to hairs in cochlea or auditory nerve - damage to cochlea
Vestibular: Balance; semicircular canals.
Kinesthetic: Body position & movement.
Pain: Gate-control theory.
Taste (Gustation): 6 Taste Receptors.
Smell (Olfaction): Does NOT route through the thalamus.
Top-Down Processing: Whole idea → smaller parts.
Bottom-Up Processing: Smaller parts → whole idea.
Schemas: Preexisting mental concept.
Perceptual Set: Tendency to see something as part of a group.
Whole is greater than the sum of its parts.
Figure/Ground: Organize figures apart from surrounds.
Closure: Mentally fill in gaps.
Proximity: Group near each other.
Similarity: Group based off of looks.
Constancies: Recognize objects don't physically change.
Apparent Movement: Objects appear moving when they aren’t.
Selective Attention: Focus on one thing, block out others.
Binocular Depth Cues:
Retinal Disparity: Location helps determine depth
Convergence: Eyes strain more.
Monocular Depth Cues:
Interposition: Overlapping images are closer.
Relative Size: Smaller is further.
Linear Perspective: Parallel lines converge.
Relative Clarity: Hazy objects appear further.
Texture Gradient: Coarser objects = closer.
Concepts: Group objects, events, characteristics.
Prototypes: Compare to ideal example.
Algorithms: Step-by-step, guarantee solution.
Heuristics: Short cut strategy.
Representative Heuristic: Judgement based on experience.
Availability Heuristic: Judgement based on first thought that pops up.
Metacognition: Thinking about thinking.
Mental Set: Keep using one strategy.
Functional Fixedness: Only see one use for an item.
Gambler’s Fallacy
Sunk Cost fallacy
Divergent thinking
Convergent thinking
Executive functioning
Automatic encoding - requires no effort
Effortful encoding-requires work
Levels of Processing:
Structural encoding (shallow)
Phonemic encoding (intermediate)
Semantic encoding (deep)
Distributed Practice(spacing effect)
Massed Practice(cramming)
Testing Effect
Multi-Store Model:
Sensory memory
Short term memory
Long term memory model
Serial Position Effect
Encoding failure
Proactive Interference
Retroactive Interference
Source Amnesia
Single form of intelligence (g factor)
Multiple intelligences
Psychometrics
Standardization
Reliability
Validity
FLYNN Effect
Fixed Mindset
Growth mindset
Dev. Psych - 3 thematic issues:
1. Nature/Nurture (genes or environment)
2. Continuous/Discontinuous (gradual dev over time or dev. in stage)
3. Stability/Change (traits persist, unchanging or traits change as we age)
Physical Development
Prenatal Development:
Teratogens: external agents that can cause abnormal prenatal development (alcohol, drugs, etc)
Gross movement: large muscles, strength and coordination develops first.
Fine movement: small muscles, precision and controlled.
Reflexes: innate responses we’re born w/ - that go away w/ time.
Eyes have the most limited development, takes till