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generalize the "real world" for internal validity
we include only individuals with depression, no other comorbid disorders
generalize the "real world" , hurts external validity
uncommon to see depression without anxiety
researchers work hard to balance the competing needs of internal and external validity
one way to do so, design multiple studies
statistical methods
branch of mathematics
helps to protect against biases in evaluating data.
statistical significance
are the results due to chance
size of effect (difference in means)
level of significance (p value)
sample size
clinical significance
-are results clinically meaningful?
subjective, not just objective
statistical significance does not imply
sample of 200, find that exercise reduces depression by 2 points of a rating scale of 1-25
clinical meaningfulness
balancing statistical vs clinical significance
evaluate effect size (statistical measures that tell the magnitude of effect but focuses less on sample size)
a true experiment requires
a randomly assigned group
an independent variable (manipulated)
Nature of the Case Study
- Extensive observation and detailed description of a client (study this person intensively)
- Foundation for early developments in psychopathology
limitations of the case study
- poor internal and external validity
-lacks scientific rigor and suitable controls
-often entails numerous confounds (findings unique to the individual, more interference from "researcher")
The nature of correlation (research by correlation)
statistical relation between two or more variables (does not tell causation)
no independent variable is manipulated
Correlation and Causation (research by correlation)
- Problem of directionality (i.e. self esteem and
exercise) and third variable problems
- Correlation does not mean causation
Nature of Correlation and Strength of Association
- Range from -1.0 to +1.0
- Negative vs. positive correlation
Why use correlational studies?
can't randomly assign individuals to groups and can't manipulate the IV
epidemiological research
study incidence, prevalence, and course of disorders-looking for clues about the disorder
incidence
number of new cases during a specified time
prevalence
number of people with a disorder at any given time
distribution
more or less common in certain populations
epidemiological research can determine
what factors are associated with frequency of disorders
nature of experimental research
Manipulation of independent variables
Random assignment
Attempt to establish causal relations
really solid on internal validity
nature and purpose of control groups
necessary to show that IV is responsible for observed changes
should be nearly identical to treatment group
what could you not rule out if you didn't have a control group?
need to show that independent variable is responsible for observed changes
Placebo group
group ensures that treatment effect isn't due to expectation that one will improve
How does placebo work in psychotherapy?
easy to do with medications; less so with psychological treatment
comparative treatment designs
Type of group design: often next step after showing that treatment is better than placebo
Compare different forms of treatment in similar people ( e.g., psychotherapy vs medication vs combination)
Addresses treatment outcome (did change occur)
dismantling studies
break study into parts and remove or focus on certain aspects. Necessary to figure out the "active" components of the treatment
external validity and internal validity for single case experimental designs
internal: pretty good (more important than external anyways)
external: not great cuz it's still one person
single-case experimental design
"systematic study of individuals under a variety of conditions"
rigorous study of single cases; manipulations of experimental conditions and time
repeated measurement (rater than just once before and after treatment- like larger studies)
great for internal validity
regression to the mean
If the first measurement is extreme, second measurement will be closer to the mean
Types of single subject designs
Withdrawal designs
Multiple baseline designs
withdrawal designs
baseline (depression)
treatment (e.g., Zoloft); Assess depression
withdrawal (stop medication): Assess depression
Assets: better sense if treatment caused changes
Liabilities: remove a treatment that might be helpful; risk relapse; impossible to "withdraw" most psychological treatments (once learned, can't force patient to unlearn them)
multiple baseline design
don't stop and start treatment
instead, start intervention at different times across settings (home vs school) or behaviors (hitting; talking back; doing homework)
assets: don't have to withdrawal treatment
liabilities: still making conclusions on the basis of a small number of people
behavioral genetics
interaction among genes, experience, and behavior
phenotype vs genotype
Down Syndrome
phenotype (mental retardation, slanted eyes, thick tongue); genotype (extra 21st chromosome)
Strategies used in genetic research
family studies
adoptee studies
twin studies
genetic linkage and association studies
family studies
examine behavioral pattern/emotional traits in family members (e.g., schizophrenia; alcohol use)
just tells us correlation, not environmental effects
adoptee studies
Allow separation of environmental from genetic contributions
are children more like adoptive parents or biological parents?
number of studies looking at crime via adoption studies
(in general, research suggests some heritable component)
twin studies
evaluate psychopathology in fraternal vs identical twins
risk of developing schizophrenia in twins
monozygotic twins: 48%
dizygotic twins (fraternal): 78%
equal environments assumption
The assumption that the environments experienced by identical twins are no more similar to each other than are the environments experienced by fraternal twins. If they are more similar, then the greater similarity of the identical twins could plausibly be due to the fact that they experience more similar environments rather than the fact that they have more genes in common.
Genetic wide association studies
locate site of related genes
how does the problem or behavior change over time?
If not stable (e.g., normal response to environment and likely to "go away" soon), may choose not to intervene
Alternatively, if viewed as "too stable", might choose not to intervene or what we try to change
Studying behavior over time helps us understand precipitating factors for the manifestation of a disorder
studying behavior over time is important in prevention research
studying of risk factors for development of disorder (biological, psychological, environmental)
studying behavior over time is important in treatment research
What helps individuals recover (e.g., psychoeducation, emotional support, medication, behavioral activation)
cross sectional designs
Take a cross section of the population across different age groups and compare on a certain characteristic
tell us little about how problems develop BUT can tell us that two variables are related
not causal
example of cross-sectional design
substance use
cohorts
participants in each age group of a study with a cross-sectional design
member of cohort
same age, same historical time - exposed to similar experiences
cohort effect
confounding effect of age and experience
major limitation of cross-sectional designs
longitudinal designs
follow one group over time and assess changes in individuals
gets us closer to understanding causality (order of relationship; depression leads to fewer friends vs fewer friends leads to depression)
does a longitudinal design have a cohort effect?
no
why are longitudinal designs low in external validity?
following the same group of people, not very generalizable
attrition
a natural loss of individuals to follow up for a study
big issue with longitudinal studies
lose some of your statistical power in order to reject the null hypothesis
what factors could affect attrition
drug use
lower education people (just doing it for money)
problems with longitudinal designs
-long time
-$$$
-must worry about
participant attrition
-cross-generational effect
- study topic may no longer be relevant by the time study is complete
cross-generational effect
may not be possible to generalize study effects to other groups whose experiences are quite different
issue with external validity
W.E.I.R.D
Western, Educated, Industrialized, Rich, Democratic
Value of Cross-Cultural Research
studying abnormal behavior from various cultures can be informative: tells us about origins and treatment of disorders from different perspectives
overcome ethnocentric research
cultural bound syndromes
disorders found only in particular cultures
ex. eating disorders found in westernized cultures (bulimia specifically)
overcoming ethnocentric research
predictors of substance use in white adolescents, not necessarily the same for black adolescents
Issues in Cross-Cultural Research
must clarify how psychopathology manifests in different ethnic groups (same terminology may "look" or "feel" very different across cultures)
nonwestern cultures tend to emphasize aspects of depression (changes in appetites, sleep, or energy)
different thresholds for abnormal behavior
treatment exists within cultural context
components of a research program
-no one study will definitively answer the question
-studies proceed asking slightly different questions, using slightly different procedures
-conducted in stages, often involving replication
-scientific knowledge typically builds incrementally
-replication is vital!!
anxiety
-future oriented mood state
-characterized by marked negative affect
-somatic symptoms of tension
-apprehension about future danger or misfortune
Fear
- Present- oriented mood state
-Immediate fight or flight response to danger or threat
-Strong avoidance/escapist tendencies
-abrupt activation of the sympathetic nervous system
Anxiety vs. Fear
Anxiety - Apprehension about future threat
Fear - response to an immediate threat
Anxiety and Fear are ________ emotional states
normal
characteristics of anxiety disorders
-psychological disorders: pervasive and persistent symptoms of anxiety and fear
-involve excessive avoidance and escapist tendencies
-causes clinically significant distress and impairment
specifier (DSM)
extension to the diagnosis that further clarifies the course, severity, or special features of the disorder or illness
what is a panic attack?
abrupt experience of intense fear or discomfort
accompanied by several physical symptoms
DSM-5 types of panic attacks
expected and unexpected
expected panic attack
happens in context of obvious cue or trigger
may be seen more in phobias
unexpected panic attack
un-cued. may occur without any obvious external trigger
panic attack specifier can be used for
any diagnosis in DSM-5 anxiety or other
diathesis-stress
-inherit vulnerabilities for anxiety and panic, not disorders
-stress and life circumstances activate vulnerability
biological causes and inherent vulnerabilities
-anxiety and brain circuits- GABA, noradrenergic, and serotonergic systems. lower levels (GABA, serotonin)- more anxiety; higher levels (noradrenaline)-more anxiety
behavioral inhibition system (BIS)
activated by signals from the brain stem of unexpected events, such as major changes in body functioning that might signal danger
when BIS is activated
we tend to "freeze", experience anxiety, and anxiously evaluate environment for signs of danger
BIS thought to be distinct from circuit involved with panic
different than fight or flight system
Fight or Flight system
when system aroused, it produces an immediate "alarm and escape" response
environmental factors may change the sensitivity of the brain circuits, causing one to be
more or less apt to develop an anxiety disorder
Freud (psychological contributions to anxiety and panic)
anxiety is a psychological reaction to danger (but tied to early infant/childhood fears)
behaviorist views
anxiety and fear result from classical and operant conditioning and modeling (vicarious learning)
Psychological views (pertaining to psychological contributions to anxiety and panic)
- early experiences with uncontrollability and/or unpredictability
-parents, can, through their behavior, pass on lesson that the child has some impact on their environment AND that the child can cope with a world that is unpredictable
neurotic parents
helicopter parents
social contributions
-stressful life events trigger vulnerabilities
-many stressors are familial or interpersonal
comorbidity of anxiety disorders
common across anxiety disorders
approximately 50% of patients with an anxiety disorder have another secondary diagnosis
- major depression is most common secondary diagnosis
Comorbidity suggests
common factors exist across anxiety disorders ( and possibly between anxiety and mood disorders)
evidence suggests a strong link between anxiety and
depression
DSM-5 Anxiety disorders
Generalized anxiety disorder (GAD)
Specific phobias
Agoraphobia
Social anxiety disorder
Panic disorder
separation anxiety disorder
selective mutism
obsessive-compulsive and related disorders
Obsessive compulsive disorder
body dysmorphic disorder
hoarding disorder
trichotillomania
excoriation disorder (dermatillomania)
Trauma and stress related disorders
PTSD
acute stress disorder
adjustment disorder
reactive attachment disorder
disinhibited social engagement disorder
Generalized anxiety disorder (GAD): overview and defining features
excessive uncontrollable anxious apprehension and worry about a number of events or activities; worry and anxiety interfere with ability to function and or/cause distress
persists for 6 months or more (most days than not)
3+ symptoms of GAD (1 for children)
also have to have the definition
restlessness
easily fatigues
difficulty concentrating/ mind going blank
irritability
muscle tension
sleep disturbance
how is GAD different from "normal" worry?
more pervasive and distressing
lasts longer
occurs without triggers
worries come with physical symptoms
also associated with somatic symptoms such as GI distress and exaggerated startle response
GAD Facts & Statistics
affects 3% of the general population
females outnumber males about 2:1
onset is often insidious
median age of onset is 30 (when it is usually diagnosed)
prevalence peaks in middle age, declines later in life
symptoms tend to wax and wane across life
full remission is rare
earlier onset is associated with greater comorbidity and impairment
Causes of GAD - genetic factors
accounts for 30% of the variability
Causes of GAD - temperamental factors
high behavioral inhibition; neuroticism
Causes of GAD - environmental factors
Not clear in DSM; overprotection (G-E correlation?), childhood adversities
Causes of GAD - cognitive factors
highly sensitive to threat- especially threat that has personal relevance
appear to allocate more of their time attention to these cues but in automatic manner