Notes
What are data
- Just the information researchers get from their research participants.
- Ask where, when, how often, and who will collect the data.
Instrumentation
- Everything you do to collect that data
- Preferred to select an already available instrument, rather than create your own.
- Here are some results from ERIC
- Better results from ERIC
- Get instruments here:
- http://ericae.net
- http://ets.org/testcoll - dead link
- https://marketplace.unl.edu/buros/
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Validity and Reliability
- Valid: “ Extent to which results from it, permit researchers to draw warranted conclusions about the characteristics of the individuals studied” (p. 138) - Can we draw conclusions from it?
- Reliable: Does it provide consistent results?
Objectivity and Usability
- Objectivity - make it not subjective. Could someone else come to the same conclusions looking at the data?
- Usability - Is it easy enough for someone to use without a lot of training. APLUS Framework
Ways to Classify Instruments
- Who provides the data, method of collection, who collects it, kind of response from participants.
- “ Research data are obtained by directly or indirectly, assessing the subjects of a study” (p. 138).
- Self-report
- Informant - provided by other people about the subjects (mom answering for her kids)
Types of Instruments
| Researcher-completed | Subject Completed | | —- | —- | | rating scales | questionairres | | Interview schedules | self-checklists | | Observation forms | Attitude Scales | | Tally Sheets | Personality inventories | | Flow Chart | Achievement, aptitude and performance tests | | Performance Checklists | projective sociometric devices | | Anecdotal Records | | | Time and Motion Logs | |
- Sociogram - related to another idea in The Anatomy of Peace.
- Selection (choose from a choice) or Supply (supply your own short essay)
- ERIC Database
- Unobtrusive - no intrusion into what’s already happening.
- “in general qualitative, researchers, believe a researchers, worldview, or theoretical framework, greatly influences, how research studies are designed and the results and interpreted” (p. 117) see more in Chapter 18 Philosophical Assumptions
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Norm-Referenced vs. Criterion Referenced Instruments
- Norm-Referenced: “Instruments that provide scores that compare individual scores to the scores in appropriate reference group” (p. 139)
- Criterion-Referenced: “Instruments that are based on a specific target for each learner to achieve” (p. 139).
Measurement Scales
See two basic types of variables-quantitative and categorical. Ordered from Least information to Most Information:
- Nominal - “numbers to indicate membership”
- Ordinal - “numbers to rank scores high to low”
- Interval - “numbers to represent equal intervals in different segments on a continuum”
- Ratio - “numbers to represent equal distance from a zero point”measurement scales.jpeg
- A question I still have: how will I know which of these is the right scale to use?
Preparing Data for Analysis
- scored accurately and consistently
- advice: practice scoring with another person before doing it with the sample group.
- tabulating and coding