DATA COLLECTION
LEVELS OF MEASUREMENT
VALIDITY
RELIABILITY
RESEARCH DESIGNS
100

Likert or Analog

What is scale

100

The lowest level of measurement. Data are categorized simply into groups.

What is Nominal?

100

When selecting an instrument of study, researchers must first ask themselves if it is________.

What is Valid?

100

The ability to measure to produce the same results under the same conditions.

What is reliability?

100

Ex post facto

What is retrospective design?

200
An inexpensive and commonly used data collection method to gather data from a large number of respondents.

What is Questionnaires?

200

A continuum of numeric values where the intervals are not meant to be equal.

What is ordinal?

200

A threat to external validity when the instrument does not measure theoretical concepts.

What is Construct Validity?

200

A measure at two different times with no treatment in between will yield the same results.

What is test-retest?

200

This is a non-experimental design that gathers data from a group of subjects at only one point in time.

What is cross-sectional?

300

Quantitative studies highest level of evidence which clinician can use to base EBP decisions

What is Numbers

300

The highest level of measurement that involves numeric values that begin with an absolute zero and have equal intervals.

What is ratio?

300

Ensures that the instrument measures the concept.

Content Validity

300

Estimates of reliability are usually represented in this___________.

What is correlation coefficient?

300

A retrospective study that compares two groups.

What is case-control?
400

Provide a wide range of biological, chemical, and microbiological data.

What is Physiological Measures?

400

Measurement where only two possible fixed responses exist.

What is Dichotomous?

400

A true reflection of sample characteristics. The discrepancy between the actual value we're trying to measure and the number we used to represent that value.

What is measurement error?

400

An attribute of reliability when the instrument renders the same scores with repeated measures under the same conditions.

What is stability?

400

This type of study is used to gather data about subjects at more than one point in time.

What is a longitudinal design?
500

This must be solid prior to beginning research. It involves a timeline, framework, budget, and a carefully selected data collection method.

What is a plan?

500

Interval or ratio level of data that use a continuum of numeric values with equal intervals.

What is continuous data?

500

Examples include: hypothesis testing, convergent testing, divergent testing, known group testing, and factor analysis.

What are ways to determine construct validity?

500

Examples include: stability, equivalence, and internal consistency.

What are attributes of reliability?

500

This is a specific type of nonexperimental cross-sectional design where more than one group of subjects is studied at the same point in time.

What is cohort comparison?

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