independent variable - Answers variable which the researcher has control and manipulates
(time devoted to studing)
dependent variable - Answers variables that are measured in response to changes in independent
variables
(GPA)
extraneous variable - Answers all of the variables other than the independent variables that may
have an effect on the dependent variable
causal research - Answers used to measure causality in relationships
if i spend more in advertising then i will increase my revenue
experimental design - Answers procedure for devising an experimental setting so that a change in the
dependent variable may be attributed to solely to the change in the independent variable
before and after testing - Answers randomly dividing subjects of the experiment into two groups
the control group and the experimental group
control vs experimental group - Answers control:
group whose subjects have not been exposed to the change in the independent variable
experimental:
group whose subjects have been exposed to independent variable
pre-test vs post-test - Answers pre:
measurement of the dependent variable taken before changing the independent variable
post:
measure of the dependent variable taken after
A/B testing - Answers evaluating two alternatives simultaneously to see which one performs better
usually online through a website or app
3 factors neccesary for causation - Answers 1. correlation
2. temporal antecedence
3. no third factor driving both
4 methods of sample size determination - Answers 1. percent rule of thumb
2. conventional
3. statistical analysis requirement
4. all you can afford
percent rule of thumb sample size - Answers ex.
a sample should be at least 5% of the population
inefficient and not economical
conventional sample size - Answers follows some number believed to be the correct sample size
simply using same sample size from same survey
can result in sample size too large or small, ignores special circumstances
statistical analysis requirements sample size - Answers the researcher wishes to perform a particular
type of data analysis that has sample size requirement
can be quite large
all you can afford sample size - Answers uses cost as an overriding basis for sample size
ignores sample accuracy
must consider cost relative to the value of the research
, probability sampling - Answers participants have a known, non-zero, usually equal chance of being
randomly selected
simple random sampling - Answers subjects drawn randomly
stratified sampling - Answers population is divided into strata then sampled
systematic sampling - Answers random in that its not related to what is being measured
choosing every 100th person on a list
cluster area sampling - Answers way to collect data when population is spread out over large
geographical area
non probability sample - Answers participants are selected based on non-random criteria, rather than
random chance
used to reduce time and cost when accuracy isnt required
convenience sampling - Answers purely based on convenience
purposive sampling - Answers researchers use judgement to select participants
quota sampling - Answers subjects from sub groups r chosen non randomly
chain referal/ snowballing sampling - Answers using initial respondents to identify other respondents
intentional respondent errors - Answers when respondents willfully misrepresent themselves in
surveys
non response error - Answers failure to take part in survey, refusal to answer specific questions
falsehoods - Answers lying on survey
speeding - Answers answering survey questions without reading carefully
unintentional respondent errors - Answers when the respondent gives a response that is not valid but
they think is truthful
misunderstanding error - Answers not comprehending or misinterpreting the survey questions
guessing error - Answers providing answers without factual basis
attention loss - Answers loss of concentration or zoning out
distractions - Answers attending to disruptions that occur
respondent error safeguards - Answers help minimize the effects of errors
can only minimize not eliminate errors
intentional safeguard - Answers anonymous
confidentiality (answers private)
incentives
validation checking
third person technique
reversals of scale
unintentional safeguard - Answers clear questions
direct questions
response options
reversal of scale endpoints
promptors;
indication that informs respondents of their progress in the survey
data quality issues - Answers 1. break off (answering some questions then stopping
2. item omission (skip one question but answer all)
3. all ya or no saying
4. middle of the road (no opinion for most questions)
measures of central tendency - Answers measures that report a single piece of information that
describes the most typical response to a question
mean (average)
median (value in the middle of sorted values)
mode (value occurs most often)
measures of variability - Answers measures that depict the typical difference among the numbers in
the set of values
frequency distribution: