Unit 1 Intro to Research & Stats Flashcards
(30 cards)
the 3 elements of ‘THE RESEARCH TRINITY’
- DESIGN
-MEASURMENT
-ANALYSIS
research trinity: DESIGN
establishes the ‘integrity’ of the research [truthfulness]
research trinity: MEASURMENT
determining ‘constructs’ - operational definitions
research trinity: ANALYSIS
evaluate hypotheses
(3) examples of ‘Anecdotal’ evidence
1- Anecdote: tendency to over-value personal experiences / stories
2- Law of small numbers: extreme outcomes are more likely with small number of cases (alcohol)
3- Outlier: a case that is distinct from majority of cases (1/1000)
PRO and Con with: TRADITION
pro: each generation advances in knowledge
con: not always based on current evidence / or no evidence at all
PRO and Con with: AUTHORITY
pro: specialists have more detailed knowledge
con: not always possible to refer + they MUST be well-informed
PRO and Con with:
Trial & Error
pro: constantly altering practice for something new (modern)
con: hard to find (cause-and-effect) + results cant be replicated
what is the difference between Deductive & Inductive Reasoning
Deductive - general observation
Inductive- specific observation
what are the (3) elements of the scientific method
1- Empirical Approach
(documenting objective data through direct observation)
2- Control
(attempting to control factors that may interfere with study)
3- Method
(gather questions from theory… collect… analyze… interpret)
QUANITITIVE
Measurement of outcomes using numerical data
(Applying statistical procedures)
QUALITIVE
gathering conclusions from open-ended questionnaires, surveys, interviews and observations
basic research
when our questioning focuses on expanding knowledge on a topic
applied research
has a more immediate goal of solving a practical problem (real world)
Translational Research
Using basic scientific discoveries to address real-world clinical problems, while also creating new scientific questions from those clinical challenges
the (3) cetagories of CONTINUUM research
1- Descriptive
2- Exploratory
3- Experimental
Descriptive research
describing a group of individuals on a set of variables to document their characteristics
(ex- personality traits among first-year students)
Exploratory Research
Examining the interaction of various factors on peoples behaviour/ characteristics
Exploratory Research: Cohort study
following a group of people over time (TIME)
Exploratory Research: Case-control study
Choosing groups of people based on whether they have the condition being studied (CONTROL)
Likert scale
(strongly agree- strongly disagree) ORDINAL
Exploratory Research: Correlational-predictive research
Examining relationships between variables
Exploratory Research: Epidemiology
relationship between lifestyles and risk of obtaining certain condition’s
simple correlation
relationship between 2 variables