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Characteristics of scientific Clinical Psychology
Claims can be tested empirically
Measurement strategies are:
1) Objective
2) Reliable
3) Valid
4) Useful
Findings can be replicated independently
Potential alternative explanations for findings
Steps are taken to guard against undue influence of personal beliefs
Strength of claims reflects strength of evidence
What is abnormality?
Rare
Deviation from social norms:
-culture
-situational context
-age
-sex
Distress
Functional impairment
Risk/Harm to self or others
What is a mental disorder?
Clinically significant abnormal behavior or psychological syndrome
Criteria for mental disorder
Distress: painful or upsetting
Disability: impairment in functioning
Increased Risk: of death, pain disability, loss of freedom
Goal of DSM
To define different "mental disorders" to make sure people get the services they need
Mental disorder are " " defined
Socially (not biologically)
Strengths of the DSM
Facilitates communication about disorders
Ideally guides treatment selection
Diagnosis used to justify payment of services
Promotes research in psychopathology
psychopathology
Epidemiology: disorder distribution in population
Etiology: causes of disorders
Course: how disorder plays out over time
Treatment: development and evaluation
Lifetime prevalence of mental disorders
46%
Concerns about DSM
Heterogeneity (variability) of symptoms profiles, etiologies within diagnosis
Many disorder subtypes and features not based on empirical data
Substantial comorbidity of diagnoses
Coverage of disorders
Potential bias
Inter-rater reliability
Consistency of diagnostic judgements across raters/ therapists
Cohen's Kappa
index of inter-rater reliability of classification
0-0.4: poor
0.41-0.75: fair
0.76-1.0: excellent
Test-retest reliability
Consistency of diagnostic judgments across time
Categorical approach
abnormality is binary (present or absent)
Dimensional approach
abnormality lies on a continuum
may provide more valid portrayal of many clinical phenomena
ADHD is a " " disorder
dimensional
Goals of Research
1) Description
2) Prediction
3) Understanding
4) Application
Hypothesis
a proposed explanation for a phenomenon
ex) expected link between alcohol consumption, impulsivity, and sexual aggression
Forms of Hypotheses
Correlational
causal
mediation
interaction
Correlational Hypothesis
two variables are associated with one another
"Alcohol us and impulsivity associated with SA"
Causal Hypothesis
Variable(s) causes another variable
"Alcohol use and impulsivity cause SA"
Mediation Hypothesis
one variable at least partially explains (accounts for) relationship between two other variables
Answers "why?" or "how?" questions
"Impulsivity mediates link btw alcohol and SA"
How do you know it is mediation?
When you remove to mediator the correlation between alcohol consumption and sexual aggression goes down
Interaction Hypothesis
one variable influences relationship btw two other variables
Strength of relationship btw alcohol and SA varies depending on how high in impulsivity
Once we have a research question and hypothesis, what do we do?
Design a study to test our question
Internal Validity
Extent to which causal interpretations justified and alternative causal explanations ruled out
External Validity
Generalizability of findings beyond study
As internal validity increases, external validity......
decreases
Case Study
detailed description of links btw variables for a small number of people
Internal Validity: low b/c you cant control you are just observing
External Validity: low,small sample size is not applicable on large scale
Example of case study?
Evaluate whether alcohol related to impulsivity in interview with two students alleged to have exhibited SA
Correlational studies
Examine associations btw two variables (predictor and outcome) for multiple people
Correlation coefficient, r
represents two aspects of association:
1) Direction: positive or negative
2)Magnitude: weak or strong
What does direction of the correlation coefficient mean?
Positive association if r is positive: as the predictor increases the outcome increases
Negative association if r is negative: as the predictor decreases the outcome increases
Which correlation is stronger? r= 0.44 or r= -0.62
r= -0.62
Magnitude is stronger as the absolute value of r increases
There's a strong positive association between the number of fire trucks sent to a fire, the larger the fire. Why can't we infer that the number of fire engines sent to a fire causes the size of the fire?
Direction of effect (reverse causation)
The size of the fire causes the number of fire engines sent to the fire
Why can't we infer causality?
1) Direction of effect
2) Third variable
ex: lack of pirates causing global warming (time)
How do we test causality?
Experiment! Manipulate the IV and hold everything else constant to see if the IV affects the DV
Pros and cons of correlational studies
Pros: In comparison to case studies, external and internal validities increase
Cons: very hard to be confident about causality, "third" variable may explain observed relationships
Internal validity weaker than experimental designs
Experimental Studies
Examine effect of experimentally manipulated
Between-Subject Design
Randomly assign people to two groups receiving two different manipulations, compare the two groups results
Within-Subject Design
Everyone receives all levels of the manipulation, compare each individual to their personal results on each manipulation
Pros and Cons Experimental studies
Pros: relative to case and correlational studies, internal validity increases
Cons: external validity varies across studies
Cross-Sectional Design
Evaluates sample at single time
Longitudinal Design
follows same person over time
Psychometrics
Adequacy of psychological measurement strategies
1) Reliability: consistency of measurement
2) Validity: accuracy of measurement
Test-Retest Reliability
Consistency of responses over time (r > 0.7 good)
Inter-rater Reliability
Consistency of judgements across raters (kappa > 0.75)
Internal Consistency
Consistency of responses across items on measure
(Cronbach's alpha: 0.6-0.7 acceptable, 0.7-0.8 good, 8-1.0 very good)
Concurrent Validity
association of measure with another measure of the same concept at same point in time
RMAS: associated with likelihood of self-reported aggression at same point in time
Predicitve Validity
association of measure with another measure of same concept at future point in time
RMAS: predicts self-reported future aggression
Incremental Validity
Extent to which measure predicts more than what already could predict
RMAS: predicts increase rates of self reported sexual aggression above rates predicted by psychopathic traits
The relationship between reliability and validity
Measure must be reliable in order to be valid
MDD DSM-5 Criteria highlights
Five or more of the following symptoms have been present during the same 2-week period; at least one of the symptoms include depressed mood or loss of interest or pleasure
Lifetime prevalence of MDD
16% will suffer at some point in lifetime
Current prevalence of MDD
6% are currently suffering
Disability- Adjusted Life Years (DALYs)
years of life lost+years lived with disability
purpose: comparing impairment of disorders, diseases, injuries, and conditions
Depression is 11th
Biological influences on MDD
Genes
Neurotransmitter Systems
Neurophysiology
Neuroendocrine System
Behavior genetics
Study of degree to which genes and environment influence behavior
Helps establish heritability of mental illnesses
Depression ~37%
Molecular genetics
Study of influence of specific genes and environment on behavior
Neurotransmitter System
NTs released into synaptic gap to bind with receptors on post-synaptic membrane
Abnormalities in number and sensitivity of receptors for MONOAMINE neurotransmitters may be implicated in MDD
Norepinephrine
controls heart rate, blood pressure, respiration
Role in Body's reaction to threat
Serotonin
Info processing, movement coordination
Inhibition, restraint
Regulation of eating, sex, aggression, emotional reactions
Dopamine
Aid in exploratory and pleasure-seeking behaviors
Structural Studies
Focus on whether fewer cells or connections in brain region
CAT scan or MRI scan
Structural and Functional Activation Studies
Focus on whether change in activity of brain regions
fMRI scan or PET scan
Prefrontal Cortex function in a patient with MDD
Involved: complex cognition, approach-related goals
MDD: decrease in volume of gray matter, decrease metabolic activity
Anterior cingulate in a patient with MDD
Involved: stress response, emotional expression
MDD: Increased activity
Amygdala in a patient with MDD
Involved: emotional processing
MDD: Increased activity
Hippocampus in a patient with MDD
Involved: Memory
MDD: decreased volume, decreased activity
Hypothalamic-pituitary-adrenal (HPA) axis in patients with MDD
HPA hyperactivity and increased cortisol levels (stress hormone)
Physiological events that contribute to MDD
Stressful Life Events
Negative Cognitive Styles
Maladaptive Attributional Style
Stressful Life Events
~90% of those who develop MDD had experienced a stressful event
Only 20-50% of those experiencing severe event become depressed
Diathesis-stress model
Stress interacts with vulnerability factors (or diatheses) to cause depression
Fan-shaped interaction
Diatheses
stable (chronic) vulnerabilities that increase risk for mental illness
ex) genetics
Acute Stress
stressful life events prior to depression
ex) losing a friend
The influence of a predisposing risk factor interacting with stress (moderator) effects level of depression, is what kind of hypothesis?`
Interaction
Beck's Cognitive Theory
Depression results from negative interpretation of everyday events
Beck's "cognitive triad"
Negative views about self/world/future
Social & Cultural Dimensions of MDD
Person's sex
>women are twice as likely to develop MDD
Perceived Social Support
> low social support may decrease ability to handle stressful life events
Reinforcement
increases the frequency of a behavior
Men versus women in regards to suicide
Suicide is 4-5 times more likely among men
Suicide attempts 3 time more common among women
Suicidal thoughts more common among women
Most common method: Men (gun), women (poison)
Affect of race on suicide
Suicide rates higher for caucasian as opposed to non
Rates higher for Native Americans
Highest rates of suicide in US Adults?
Caucasian males over 75
Heritability of suicide
43% - note it is more inheritable than depression
Serotonin levels in people who are likely to commit suicide
low levels related to impulsive and aggressive behavior
Best predictor of suicide
previous suicide attempts
30-fold risk for male adolescents
3-fold risk for female adolescents
Claims can be tested
Empirically
clinical ___ is more prevalent than clinical science
pseudoscience
majority of clients receive treatments without
empirical support