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Establishing inter-
rater reliability with
the ALMS rubric
Credit
• David Wiley
• Utah Valley University
• Brigham Young University
Purpose of study
Three barriers to reuse:
• Content
• Pedagogical
• Technical
Study Design
• Delphi study (n=5)
• Inter-rater reliability (n=4)
Technical barriers
 ALMS rubric:
• Access to editing tools
• Level of expertise
• Meaningfully Editable
• Source Files
Access to Editing Tools
• Most difficult to measure
• Context-dependent
• Delphi study participants were least confident
Solution: Access to Editing Tools
                         MP3    WAV    OGG    AIFF   WMA    RM
Is an appropriate
software application
pre-installed with the    2      2      2      1      1      1
operating system?



Mean                     3.00   2.88   2.88   2.00   1.61   1.39
Findings
• Operating system didn’t matter as much
• Why?
 • Web services
 • Ubiquity of editing services
 • Popularity of file types
Level of Expertise
• Set to three levels of editing (like beginner, intermediate, advanced)
• What degree of _____ editing expertise is required?
  •   Text
  •   Image
  •   Audio
  •   Video
Meaningfully Editable
• What portion of the ______ in the OER is editable?
 •   Text
 •   Image
 •   Audio
 •   Video
Source Files
• What portion of _____ are editable?
 •   Text
 •   Image
 •   Audio
 •   Video
Establishing Reliability: Raters
• 4 raters
• Taken from grad. Program at BYU
Inter-rater sample
              Type                NROC      MIT OCW     WikiEducator

Humanities (e.g. Art,

Literature)                     3 samples   3 samples    3 samples


Social Sciences (e.g.

Education, Psychology)          3 samples   3 samples    3 samples


Sciences (e.g. Biology, Math)
                                3 samples   3 samples    3 samples
Results
• ICC(2,1) =.655, df=376, 95% CI [.609, .699]
• Could be better
Results: Order
         Order          Mean   Std. Dev.

1                       2.91     .17

2                       2.81     .25

3                       2.80     .27

Mean                    2.84     .23
Results: Disciplines
              Repository    Mean   Std. Dev.

Humanities                  3.02     .16

Social Sciences             2.83     .19

Sciences                    2.67     .32

Mean                        2.84     .22
Results: Repository
               Repository   Mean   Std. Dev.

NROC                        2.36     .33

MIT OCW                     2.99      .2

WikiEducator                3.16     .15

Mean                        2.84     .23
Conclusions
• ALMS rubric has some agreement, but could be refined
• There are differences in repositories with respect to reuse
• There may be differences among disciplines

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ALMS Rubric Open Ed 2012 Presentation

Notas del editor

  1. Considered having a programming and miscellaneous, but both were dropped
  2. Samples rated in order
  3. Not an indication of quality.