Midterm Flashcards
What are the 4 goals of research?
to describe
to explain
to predict
to control
What is methodology vs. method?
Methodology = a set of rules that state how research should be conducted. the rationale for the research approach
Methods = technqiues for gathering evidence
What are 3 types of methodological approaches to research?
1) positivist/instrumental approach - says reality is objective
2) interpretivist approach - qualitative, subjective
3) critical approach - looks at societal structures, based on reflective knowledge
What is descriptive vs. explanatory research?
Escriptive research looks at what is happening.
- census, polls, market research
Explanatory research looks at why something is happening
- ex: why does fibre lower cholestrol
Census, polls and market research are all which types of research
descriptive research
____ research works to expand knowledge
pure/basic research
____ research works to solve problems
applied research
theory –> hypothesis –> research
deductive research
operational –> conceptual –> theoretical
inductive research
the effect in cause and effect
dependent variable
the cause in cause and effect
independent variable
Explain the difference between intervening variable, conditional variable, confounding variable
intervening variable = links IV to DV. IV –> intervening variable –> DV. example: income is an intervening variable that explains the relationship between education and spending
Conditional variable = accounts for change in relationship between IV and DV when the general conditions change. in a chemical reaction, x impacts y when the pH is below 3
Confounding variable = influences IV, influences DV, but not on the causal pathway.
name 3 types of control variables:
1) intervening variable
2) conditional variable
3) confounding variable
what is operationalization?
the process of defining and measuring phenomena that are not directly measurable
turning abstract concepts into measurable observations
what is reliability vs. validity?
reliability = are the results reproducable? am i getting the same answer over again?
validity = accuracy. are you measuring what you think you are
If the alarm clock rings at 7AM each morning, except it is set for 6:30 AM, that is an example of _____ but not _____
reliability, but not validity
what are the 9 steps in the research process?
- identify topic of interest
- gather background info
- set research question
- access your sample
- develop tools and methods
- choose design and methology
- otganize and analyze data
- interpret results, define conclusion
- transfer knowledge
to test theories, you use ____ reasoning. to generate theories you use _____ reasoning
to test use deductive reasoning, to generate use inductive reasoning
the study of variations in the pattern of health in different populations
epidemiology
what are the 3 ways to explain research findings?
- bias
- chance
- truth
what are 4 types if bias discussed in class?
- selection bias
- measurement bias
- confounding bias
- outcome assessor bias
who was selected as part of the experiment - example of ____ bias
selection bias
a type of bias that looks at how good is the instrument at measuring what its supposed to measure
measurement bias
when studying epidimiology, we can use 3 types of studies:
- surveillance studies
- descriptive epidimioligcal studies
- analytical studies
these types of studies are used to study distribution. they try to understand the rapidly increasing ways in which personal details are collected, stored, transmitted, checked, and used as means of influencing and managing people and populations.
surveillance studies
what are the 2 types of morbidity frequency measures in descriptive studies?
prevalence = the # of instances of a given disease in a population at specific time
# of affected people in population / vs # of all people at specific time
incidence = the rate at which NEW events occur in a population during a specific time. cases per 100,000. # of new cases of covid / # of people at risk for covid
What are the 3 research designs for descriptive studies?
- correlational studies
- cross-sectional studies
- case-series studies
what are research designs for analytical studies?
- observation - case control and cohort
- experimental - clinical trials
Prospective studies, longitudinal studies, and follow-up studies are all examples of:
cohort studies
what is a case-control study? advantages and disadvantages?
- it is a type of observational, analytical study, retrospective study
- when you have outcome + control group
- advantages: quick, efficient,
- disadvantages: temporal sequence between exposure and outcome is hard to establish, hard to obtain info from past exposures
example: if you have a group that has green hair (outcome), and a group that doesnt (Control). look back in time to see why they may have developed green hair
what are correlational studies?
compare disease frequencies between different groups.
DOESNT determine associaton
when looking at mortality/morbidity rates in different countries, that is an example of ____ studies
correlational studies (type of descriptive study)
what are limitations of cross sectional studies ( a type of descriptive study)
- recall bias
- issues with direction of causality
- not efficient for rare diseases
- not suitable for diseases with short duration
- low response rate
what are advantages of cross-sectional studies
quick
easy
measures many exposures and outcomes simultaneously
what type of descriptive study can be used as the basis for cohort studies?
Cross-sectional studies
When do we use cohort (observational) studies?
when we want to study the incidence of health-related events in a group
what are 2 common measures of analytical epidimioligcal studies?
- relative risk
- odds ratio
how do you calculate relative risk in epidimioligcal studies?
incidence of cases in exposed group / incidence of cases in non-exposed group
How do you calculate odds ratios?
odds of exposure for cases/ odds of exposure for controls
Odds ratios are used in ______ studies while relative risk ratios are used in ______ stidues
Odds = case control studies
RR = cohort studies
What are critical appraisals good for?
- systematically evaluating scientific literature
- sifting good from bad
- breaking barriers between research and practice
- filtering the og research
what are the 3 parts of appraising quantitiatve research?
- the message
- the validity
- the generalizability
what are the 3 parts of the systematic literature review process?
- systematic research
- critical appraisal
- synthesis of literature
what are nonreactive studies?
studies where the participant isnt aware they are being studied, so they cant react
what are the 4 main categories of nonreactive studies?
- comparative studies
- secondary data analysis
- content analysis
- observational field studies
What are comparative studies?
- they are a type of nonreactive studies
- they look at similarities and differences between groups
- usually cross-cultural research
if you are looking at cancer rates in rwanda vs. ghana, that is an example of a ______ study
comparative study
equivalence data, the concept of needing to ensure the data we are comparing is equivalent, is a challenge in this type of study
comparative studies
what is equivalence of indicators?
- it is a challenge in comparative, nonreactive studies
- ex: if you measure appetite as an indicator of nutritional status. appetite cant be measured well directly because it is subjective
what is secondary data analysis?
- A type of nonreactive study
- when you analyse published material. someone has already collected the data, you are doing hypothesis testing on it
what is content analysis
- a type of nonreactive study
- when you make inferenced by systematically identifying specified characteristcs of msgs
- ex: analyze top womens magazines and identify trends
- examining patterns