Week 5 Flashcards
The process of quantifying a set of observations of a phenomenon
Measurement
The working definition a researcher uses for a concept
Conceptual definition
The process of defining the exact way you plan to measure the concept
Operationalization
Any factor, trait, quality, or condition that can be measured
Variable
Those defined by their attributes or characteristics. These attributes or characteristics are categorized into two categories: exhaustive and mutually exclusive
Nominal level of measurement
The process of assigning a variable measured at the nominal level a numeric value
Coding
Those defined by their attributes or characteristics that are categorized into two: exhaustive and mutually exclusive; however, the numeric value assigned to them by the researcher can be logically ranked, but the intervals between categories may not be equal
Ordinal level of measurement
Also have to meet the criteria of being exhaustive and mutually exclusive. The numeric value assigned to the categories by the researcher can be logically ranked, which is similar to variables, measured on the ordinal level of measurement. Variables measured on this level, unlike variables measured on the ordinal level, have intervals between the categories that are equal.
Interval level of measurement
Have all the characteristics of variables measured at the interval level, in addition to a true zero value. In other words, the zero does mean the absence of a construct or whatever is being measured; zero value has real meaning.
Ratio level of measurement
Occurs when the data collected do not accurately reflects the construct we are attempting to measure.
Measurement error
Occurs when there is a pattern to the error
Systematic error
Providing the same response to all or most of the items on a measure
Response set
The tendency of a person to respond in a positive manner to a question regardless of the question being asked
Acquiescent response set
Occurs when the participants respond in a way that conveys a favorable impression of themselves or in a manner they believe will be more consistent with the researchers views
Social desirability bias
Occurs when one group of study participants is more likely to recall the information requested than other groups of participants
Recall bias
Occurs when study participants improve or change their behavior simply because they know they’re being studied
Hawthorne effect
Occurs when there is no consistent pattern of measurement error
Random error
A diminished ability to reject the null hypothesis
Bias towards the null
The degree to which a measure is consistent or dependable
Reliability
Defined as the degree of agreement between the raters
Inter-rater reliability
The degree of agreement between the observers
Inter-observer reliability
A statistic that is used to quantify the degree to which two raters or observers are in agreement
Cohen’s Kappa
Ranges from zero, which indicates no agreement between the raters, to one, which indicates perfect agreement between the raters
Fleiss’ kappa
Assesses the stability or consistency of a measure over time
Test-retest reliability