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Closed ended questions
Questions that encourage one or two preselected answers (Quick & easy)
Ex: Yes or no; Check all that apply
Disadvantages of closed-ended questions
- Lead in certain direction
- Limits scope of answer
Fixed by = adding "Other, please specify"
Open-ended questions
Questions that encourage a more elaborate response
"Describe how you feel about this."
"Why do you think...?"
Open-ended questions are often used in the ___________ phase
Exploratory phase (can form basis of closed ended questions)
Disadvantages of open-ended questions
- Less complete
- Require qualitative methods or special systems (Coding)
The statistical aspects of a systematic review are called _________
Meta-analysis
Systematic Review becomes __________ when statistics are utilized
Meta-Analysis
Meta-Analysis
Statistical approach (quantitative index) to combining the data derived from a systematic-review
Systematic review
Entire process of selecting, evaluating, and synthesizing all available evidence (of all relevant, completed studies)
Systematic Review + ___________ = Meta Analysis
Statistical analysis
Experimental study
Evaluate cause & effect relationship between independent and dependent variables
- True experimental design
- Clinical trials
True experimental design
Subjects randomly assigned to at least 2 comparison groups
Clinical Trials
PRCT (prospective randomized controlled trial)
Used to describe experimental studies that examine the effects of interventions on pts/community
Clinical trial design
- Pre-clinical research
- Phase I: Safety; MOA
- Phase II: Effective; response rate
- Phase III: Compares to standard (Randomized, blinded)
- Phase IV: Populations (risks, benefits, optimal use)
Quasi experimental
Used where ethical concerns prevent a control group (involve non-equivalent groups)
Same as experimental but lacks random assignment or comparison groups
Example of quasi experimental
You hypothesize that a new after-school program will lead to higher grades.
Children who attend different schools, one of which implements the new program while the other does not.
Single Subject Design
Allow conclusions about effects of treatment based on the response of a single pt (N=1)
Randomized Controlled Trial
allows for conclusions about causality between a manipulated independent variable and an observed/measured dependent variable
Investigational studies (two types)
Therapeutic: effect of a treatment or intervention of a disease
Preventative: whether a procedure/agent reduces risk of developing a disease.
Observational studies
Gather information on human attributes and environmental characteristics that interact to control human behavioral responses -> data collected as they naturally exist
- Observational exploratory
- Observational descriptive
Observational exploratory studies
Test relationships supported by theory -> used to develop prognostic and diagnostic factors
Observational descriptive studies
structured around set of guided research questions/objectives to generate data or characterize a situation of interest-> used as basis for formulating a research hypothesis
Descriptive studies
Document the nature of existing phenomena and describe how variables change over time --> Research hypotheses
Ex: distributions of disease and health related characteristics in the general population
Developmental research
method used to document change
Ex: Cross-sectional method
Cross-Sectional Studies
Observations are made on a single occasion with no follow up period (think snapchat); examine associations
Linked to prevalence
What is the best design for causality?
Randomized control trial (RCT)
hierarchy of evidence pyramid
Meta analysis
Systematic review
Randomized control trial
Prospective (blind comparison to gold standards)
Cohort studies
Case control studies
Case series/Case report
Animal research
Incidence
The proportion of people who develop a given disease/ condition w/i a specified time period
Incidence is linked to ________
Cohort studies
Prevalence
The # of existing cases of a disease/condition at a given point in time (proportion of the total population at risk)
Prevalence is linked to _________
Cross-sectional studies
Cohort Studies
Observations made in a group of subjects that is followed over time (think facebook)
Linked to incidence
Cohort studies can be prospective meaning
begin in present and follow subjects into future
Cohort studies can be retrospective meaning
examine info and specimens that been collected in the past
Advantages of cohort retrospective studies
- Less cost & time
- Subjects already assembled
- Follow up period has already taken place
Case control studies
Begins by choosing one sample of people who have the outcome of interest (Case) and another sample w/out (Control)
Investigator works backwards
Useful for generating hypotheses
Quantitative research
Involves measurement of outcomes using numerical data under standardized conditions
Advantages:
- Preferred
- ability to summarize scales and use statistical analysis
Case control studies can be used for studying _____________
Studying rare diseases
Qualitative research
Measurement based on open ended questions, interviews, and observations
- Under less structured conditions
- Can generate hypothesis/theories
- Serious limitations to inference, causality & conclusion
Applied Research
Solving immediate practical problems with functional applications and testing theories that direct practice
- Carried out in actual practice conditions
Bench (Basic) Research
Obtains empirical data used to develop, refine, or test theory
- Acquire new knowledge
Ex: How do children acquire new languages?
A study design that randomly assigns participants into an experimental group or a control group. As the study is conducted, the only expected difference between the control and experimental groups in __________________ is the outcome variable being studied.
RCT
A study that retrospectively compares patients who have a disease or outcome of interest, with patients who do not have the disease or outcome, and looks back retrospectively to compare how frequently the exposure to a risk factor is present in each group to determine the relationship between the risk factor and the disease.
Case control study
Outcome of interest = Case
Pt w/o disease/outcome = Control
Research in which the investigator cannot randomly assign units or participants to conditions, cannot generally control or manipulate the independent variable, and cannot limit the influence of extraneous variables.
Quasi-Experimental
What type of research we use to develop testing instruments?
Methodologic studies
Goal of qualitative research
To examine experiences using a holistic approach concerned with patient perspective/view
Methodologic studies
Involves development and testing of measuring instruments for use in research or clinical practice (decision rules, etc)
- Reliability/validity of measure
- Use correlation
- Does NOT involve Tx effectiveness
Exploratory research
Examines the phenomena of interest and explores its dimensions, including how it relates to other factors
Epidemiology
Examines associations to describe and predict risks for conditions or disease
Blinding
Strategy for enhancing accuracy that does not ensure the overall accuracy of the measurements, but it can eliminate differential bias
Inclusion criteria
Specifying populations relevant to the research question and efficient for study (Demographics, clinical characteristics, geographic, temporal)
Exclusion criteria
Specifying subsets of the population that will not be studied
- high lost follow-up
- provide poor data
- high risk of ADR
Steps in prospective cohort studies
- Define selection criteria
- Recruit sample
- Measure the predictor variables
- Store data
- Follow cohort over time
- Measure the outcome variable(s) during follow up
Steps in retrospective cohort study
- Identify existing cohort that has some predictor information already recorded
- Assess loss to follow up
- Measure outcome variables that have already occurred
Limitations of scientific method
- Not perfect for studying human behavior
- Complexity/variability of nature
- Issues of generalizability (Cause does not always equal effect)
- Extraneous influences