Collecting Quantitative Data Creswell Chapter 6
Who Will You Study? Identify unit of analysis Specify population Describe sampling approach Class = convenience sample Describe relevant characteristics
Permissions IRB – VSU and administrator Student assent Parent consent Colleague assent
What for? Any activity outside normal instruction Activities Survey/questionnaires Interview Audio or video records Use of student work samples
What information? Consider RQs Consider triangulation Three Es Consider covariates Disaggregated subgroups Include field notes
Types of Measures Performance Attitude – self-report Behavior - observable Facts - archival
What Instruments? Locating an instrument (p.160) Standardized test prep CRCT Norm-referenced STAR Widely used instrument AR, DIBELS Used in research Creating an instrument
Reliability Scores are stable & consistent Test-retest Alternative forms Split half Inter-rater
Threats to Reliability Questions or tasks are unclear Data collection procedures are unclear Assessment criteria are unclear Student factors
Validity Assessment Makes sense Is meaningful Measures what is intended
Types of Validity Content Items represent target Criterion Scores related to outcomes Construct Scores are meaningful and fullfil purpose
Threats to Validity Poor research design Poorly designed assessments Irrelevant assessments Inability to predict Participant factors
Scales of Measurement Nominal (categories) Ordinal (ranking) Interval e.g. Likert Ratio (true zero)
Administration Standardize procedures Use written protocols Record field notes ASAP Ethics Permission Anonymity & confidentiality
Questions?