Exam 2 Flashcards
A researcher takes his population, separates into 4 classes by specific characteristics and then takes a random sample from each class. This type of sample is termed which of the following?
Proportional stratified sampling
Systematic sampling:
pick a number like 10 by choice not randomly choosing number 10, then choose every 10th person; organized first in a pre-numbered list or alphabetically
Simple random sampling:
population not organized first, random table of numbers
Define sampling bias:
Occurs when the individuals selected for a sample over represent or underrepresent certain population attributes that are related to the phenomenon under study
For your research you have identified 3 subjects that meet your inclusion criteria and then you ask each subject to recommend another person who also meets the inclusion criteria. You are using which of the following sampling techniques?
Snowball sampling
Quota sampling:
identify specific class of inclusion criteria and select subjects so that all classes equally represented.
Purposive sampling:
identify very specific inclusion criteria and personally hand select subjects who meet criteria
Convenience sampling:
using a volunteer who responds to recruitment ads for research subjects.
Research purpose also known as:
Research Objectives (also theses: specific aims, objective, hypothesis, purpose)
Identify a research topic of interest you have in PT:
a TOPIC is a broad area!!! When you get too specific it is a PROBLEM. (ex. patient satisfaction or e-stim)
In an experiment study factors that the researcher is unable to control are considered to be which of the following?
Limitations
In order to determine true cause-and-effect between the independent and dependent variables it is important that the instrument of measurement display which of the following characteristics?
Responsiveness
In research, a predictor variable is called the _____ variable, while the outcome variable is called the _____ variable.
independent, dependent
Probability samples are created through what kind of sampling process?
random selection
Non probability samples are created through all of the following sample processes except
RANDOM SELECTION
The null hypothesis also called?
statistical hypothesis
The research hypotheses is defined by which statement?
stating the researcher’s true expectation of results, guiding the interpretation of outcomes and conclusion
The researcher has stated his hypothesis as the following: “There will be a greater level in perceived learning between students enrolled in online courses than those enrolled in on-campus courses.” This is an example of which of the following types of hypothesis?
Directional hypothesis (independent: teaching techniques)
The statement “there will be a difference in…”, used in a hypothesis would indicate it is which of the following types of hypotheses?
Nondirectional hypothesis
When a researcher presents his/her results in a presentation or publication, this is considered what?
Primary source
Secondary source:
when a researcher presents information of another researcher’s study in a presentation or publication
What is considered an operational definition?
Adult is defined as “a subject over the age of 18”
Operational definition: the need to describe how a specific concept is to be interested
Which of the following statements best describes a population?
The defined aggregate of subjects who meet inclusion criteria
“Measure” is defined as:
an empirical representation of an underlying concept or construct, the numeral or category assigned to an object, event, or person according to pre-set rules
A PT researcher has developed a test for balance and administers the new test at the same time as the Berg Balance Scale to measure which type of validity?
Concurrent validity (test you have is concurrent with the gold standard or other tests that have are known to be valid)
Face validity:
lowest level (there is NO HIGH LEVEL), you look at it and it “looks ok”. Ex) standing on one leg would predict good gait.
What are the cut off scores for poor, moderate and good reliability?
0.75 good
no reliability = 0.10