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what is the importance of research methods?
there are important unanswered questions about the causes and treatments of disorders
goals of psychologists conducting research are
provide the most efficacious treatment
prevent disorders
descriptive research method
case study
survey
epidemiological
cross-sectional
longitudinal
genetics
epidemiological
research study method examining the prevalence, distribution, and consequences of disorders in populations
cross-sectional
researchers take a cross section of a population across the different age groups and compare them on some characteristic
longitudinal designs
researchers may follow one group over time and assess change in its members directly
allow researcher to assess individual change
experimental
single-case
group
randomized controlled trial
first step in the research process
theory; develop a question
second step in the research process
conduct literature searches
third step in the research process
create a hypothesis
fourth step in the research process
define and measure variable
fifth step in the research process
identify participants of interest
sixth step in the research process
select an approach/design
seventh step in the research process
conduct the study
eighth step in the research proces
data analysis
ninth step in the research process
interpret findings
tenth step in the research process
create or refine theory
eleventh step in the research process
share the findings
what research step(s) take the longest
step 5: identify participants of interest
step 7: conduct the study
also the hardest
for step 11 (share the findings) in the research process how does one share their findings?
presenting work at conferences
getting work published
the media
are single-case experiments case studies?
no they are not
key aspects in experiments
cause and effect
participants vs. subjects
what are the key aspects in all experiments (group and single-case)
hypothesis
independent variable
dependent variable
internal validity
external validity
confounds
hypothesis
expected outcome from manipulating the IV
independent variable (IV)
factors thought to affect the dependent variables and may be directly manipulated by the researchers
dependent variable (DV)
aspects that you want to measure in the people you are studying; what is measured
internal validity
the extent to which you can be confident that the independent variable is causing the dependent variable to change; did the independent variable produce the outcomes?
external validity
how well the results relate to things outside the study; are the findings generalizable?
how well does the findings describe similar individuals who were not among the study participants
confound
any factor occurring in a study that makes the results uninterpretable because a variable other than the independent variable may also affect the dependent variable
how do researchers make sure internal validity is preserved?
randomization
control groups
single-case experiment
the systematic study of individuals under a variety of experimental conditions
better to know a lot about the behavior of one individual than to make only a few observations of a large group for the sake of presenting the average response
improve internal validity, thereby reducing the number of confounding variables
key factors in a randomized controlled trial
random assignment
at least one treatment condition and one control condition
wait list
alternative treatment
treatment as usual
no treatment
wait list control group
waiting until a later time to be treated
alternative treatment
something we know is working for people
want this one because you are in control of it
treatment as usual
something we know that works, but not in control
partnering up with someone else who control that treatment
closer to external validity
no treatment
do not want this one because you are giving the participants nothing
what are some issues in a randomized controlled trial?
single-blind studies
double-blind studies
partial blinding
single-blind studies
the participants are unaware of what group they are in or what treatment they are given
double blind control
the participants in the study are “blind” or unaware of what group they are in or what treatment they are given and so are the researchers or therapists providing treatment
partial blinding
assessors are blinded to participants
what are some additional factors in a randomized controlled trial?
recruitment
screening
telephone screening
in-person screening
inclusion/exclusion criteria
treatment fidelity
training of interventionists
supervision of interventionists
fidelity checks
treatment fidelity
operationalize the intervention
manuals
What kind of skills are people getting
defining the intervention
this is about cognitive therapy
therapist drift
train the clinicians to do protocol, but its human nature to move away from things and go back to what we usually do; drifting away from the manual
dont want this in a research setting it could affect results
what is the best way to see therapist drift?
to observe it
fidelity checks
a checklist to see if research clinicians are doing what they should be doing in the manual for the research section
intent to treat analysis
All participants should be analyzed in the group to which they had been randomized as if they had received the intervention which they were supposed to receive, irrespective of the treatment actually received
per protocol analysis
Inclusion in the analysis of only those patients who strictly adhered to the protocol
provides an estimate of the true efficacy of an intervention among those who completed the treatment as planned
do not represent the real-life situation, and it is likely to show an exaggerated treatment effect
why do people drop out of a RCT?
death
other things going on in their lives
time consuming
people move
benefits to a randomized controlled trial?
if there are signification findings, the researcher can say they are due to the intervention
what are some limitations to a randomized controlled trials?
time consuming
takes a long time to analyze and publish the data
labor intensive
costly
To do it right, you need money
money for studies that go on for 3-5 years
how long could a RCT take?
8-10 years
inferential statistics purpose
to interpret data and draw conclusions
statistical significance
a mathematical calculation about the difference between groups; occurs when the probability is very low that the observed findings are due to chance
Very low is defined as less than 5 chances in 100 (p<.05)
The lower the better
numerical data
does not imply clinical meaningfulness
what kind of test is correlated with statistical significance?
questionnaires
clinical significance
Whether or not the difference was meaningful for those affected in a study, Are the results clinically meaningful?
qualitative data
what kind of follow up is associated with clinical significance?
Interviews
can be brief
see the quality of life, and write about it in the article
Did their life really change? What does it really mean for people?
does every article have statistical significance and clinical significance?
no; most articles do not have clinical significance, but all articles have statistical significance
what is the role of human subjects institutional review board? (IRBs)
board of people consisting of faculty, medical professionals, lawyers, and regular people (community members)
scrutinized depending on what the study is
how ethical a research study is
side effects
more likely to occur, but not serious
ex] upset stomach as a side effect to medication
adverse event
rare things that will happen during the study that are more intense
ex] risk for seizure due to a new medication that is being researched
competence
a person has the cognitive ability to provide consent
determine it by how they communicate (or not), there is a clear channel of communication, do they have someone to help them if needed?
tend to know if they have the cognitive ability by interacting
comprehension
a person must understand what participation involves, including the benefits and risks of the study
full information
a person must have all relevant information to make the right decision about whether or not to participate
voluntarism
a person is truly a volunteer, which means they have not been coerced or forced into participating
what is the process of informed consent?
competence, comprehension, full information, and voluntarism
confidentiality
In the consent form, which only the research team has access to
expectation includes harm to oneself or others
Safety is number 1
withdrawal
a participant dropouts and notifies the researcher
participant has the right to withdraw their data and researcher has to respect that
if a participant doesn’t notify that they are dropping out:
researcher can keep their data
what are some issues with payment and coercion in a research study?
dont want participants to feel coerced or that they are doing it just for the money
Have to watch how much you pay people, keep it under $50
However, it depends on how invasive and what you are asking the participants to do
pay for assessments and maybe incentives
cross-generational effect
trying to generalize the findings to groups whose experiences are different from those of the study participants
sequential design
involves repeated study of different cohort over time
informed consent
a research participants formal agreement to cooperate in a study
analogue models
create in the controlled conditions of the laboratory aspects that are comparable (analogous) to the phenomenon under study
case study method
investigating intensively one or more individuals who display the behavioral and physical patterns
relies on a clinicians observations of differences among one person or one group with a disorder, people with other disorders, and people with no psychological disorders
experiment
the manipulation of an independent variable and the observation of its effects
manipulate the independent variable to answer the question of causality
placebo control groups
the placebo is given to members of the control group to make them believe they are getting treatment
randomization
the process of assigning people to different research groups in such a way that each person has an equal chance of being placed in any group
control group
people are similar to the experimental group in every way except that members of the experimental group are exposed to the independent variable and those in the control group are not
BMI category for underweight
below 18.5
BMI category for normal weight
18.5-24.9
BMI category for overwright
25-29.9
BMI category for obese
30 and higher
BMI category for class I obese
30-34.9
BMI category for class II obese
35-39.9
BMI category for class III obese/extreme obesity
40 and higher
what does BMI stand for?
body mass inde
diagnostic criteria for anorexia nervosa
restriction of energy intake leading to low body weight in the context of age, sex, development, and physical health
intense fear of gaining weight or becoming fat
distorted body image
lack of recognition of the seriousness of the current low body weight
BMI requirement
diagnostic criteria for anorexia: restricting type
during the last 3 months they have not engaged in recurrent episodes of binge eating or purging behavior
weight loss is accomplished through dieting, fasting, and/or excessive exercise
diagnostic criteria for anorexia: binge-eating/purging type
during the last 3 months they have engaged in recurrent episodes of binge eating or purging behavior
self-induced vomiting, misuse of laxatives, diuretics, or enemas
what is the mild BMI for anorexia severity?
more than or equal to 17 kg/m2
what is the moderate BMI for anorexia severity?
16-16.99 kg/m2
what is the severe BMI for anorexia severity?
15-15.99 kg/m2
what is the extreme BMI for anorexia severity?
less than 15 kg/m2
medical consequences for anorexia
decline in bone mass, skin becomes dried out, brittle nails, change in hormones (loss of menstrual cycle), amenorrhea, low BP and HR, fine hair all over the body, low iron levels
what is the result of repeating vomiting?
tooth erosion (enamel worn off), salivatory gland enlargement, esophageal tears (rare) w
what are some results of laxative abuse?
electrolyte imbalance, constipation, colon damage
what is the lifetime prevalence for anorexia?
0.6%-0.8%
what is the prevalence for females for anorexia?
up to 1.42% vs up to 0.3%
what is the typical age of onset for anorexia?
adolescence or young adulthood
what are some rare age onsets for anorexia?
before puberty or after the age of 40
if client is after 40, you need to rule out medical conditions (GI disease, hyperthyroidism) major depressive disorder, substance use disorders, etc