B4.045 Prework Data Collection Flashcards
purpose of measurement
used to quantify variables
classify, rank, and statistically test relationships
validity of project hinges on validity of measurement strategy
quantitative questions
yes/no
what
qualitative questions
why?
how?
types of qualitative data collection
interviews
focus groups
oberservation
types of interviews
unstructured
semi-structured
structured
semi structured interviews
general topics known in advance
broad, open ended questions
usually lead to both qualitative and quantitative analysis
method for analyzing qualitative data
create list of codes (ideas) from interview data
-each interview coded independently by 2 people
-resolve discrepancy
collapse/combine codes
identify themes
types of quantitative questions
true/false yes/no multiple choice rankings ratings
rankings
participants rank a series of items from most to least important
can’t rank two items the same
ratings
can rate things as equal values, unlike rankings
Likert scales common
ways to analyze Likert data
ordinal data (distances between responses not measurable and not equal)
medians, frequencies (chi squared)
means if data is normally distributed (t test)
question order recommendations
most important at beginning
sensitive a end
validity
how accurate is the measure for its intended purpose?
reliability
how consistent are results?
things to avoid
loaded language
double barreled questions
response categories that influence bias