SlideShare une entreprise Scribd logo
1  sur  18
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

Contenu connexe

En vedette

Silvertown iSpot at the Crossroads Workshop
Silvertown iSpot at the Crossroads WorkshopSilvertown iSpot at the Crossroads Workshop
Silvertown iSpot at the Crossroads WorkshopJonathan Silvertown
 
Bolo chifon de chocolate
Bolo chifon de chocolateBolo chifon de chocolate
Bolo chifon de chocolatecelinesilva
 
Pilgrim mission 1
Pilgrim mission 1Pilgrim mission 1
Pilgrim mission 1Onapilgrim
 
Instantsearch 110614142640-phpapp02
Instantsearch 110614142640-phpapp02Instantsearch 110614142640-phpapp02
Instantsearch 110614142640-phpapp02Ruben Velasco
 
Think how big we are
Think how big we are Think how big we are
Think how big we are usman420
 
B.tech admission in idia
B.tech admission in idiaB.tech admission in idia
B.tech admission in idiaEdhole.com
 
RAMS 2013 Establishing product reliability goals
RAMS 2013 Establishing product reliability goalsRAMS 2013 Establishing product reliability goals
RAMS 2013 Establishing product reliability goalsAccendo Reliability
 
Reliability Maintenance Engineering 2 - 3 Measuring Maintainability
Reliability Maintenance Engineering 2 - 3 Measuring MaintainabilityReliability Maintenance Engineering 2 - 3 Measuring Maintainability
Reliability Maintenance Engineering 2 - 3 Measuring MaintainabilityAccendo Reliability
 
Human element factors affecting
Human element factors affectingHuman element factors affecting
Human element factors affectingChintan Trivedi
 
Reliability & validity
Reliability & validityReliability & validity
Reliability & validityshefali84
 
Rubrics for College - The Easy Steps Way
Rubrics for College - The Easy Steps WayRubrics for College - The Easy Steps Way
Rubrics for College - The Easy Steps WaySusan Lieberman
 
Reliability in Language Testing
Reliability in Language Testing Reliability in Language Testing
Reliability in Language Testing Seray Tanyer
 
Reliability for Total Quality Management (TQM)
Reliability for Total Quality Management (TQM)Reliability for Total Quality Management (TQM)
Reliability for Total Quality Management (TQM)Lavinia Layson
 

En vedette (19)

Silvertown iSpot at the Crossroads Workshop
Silvertown iSpot at the Crossroads WorkshopSilvertown iSpot at the Crossroads Workshop
Silvertown iSpot at the Crossroads Workshop
 
Bolo chifon de chocolate
Bolo chifon de chocolateBolo chifon de chocolate
Bolo chifon de chocolate
 
Pilgrim mission 1
Pilgrim mission 1Pilgrim mission 1
Pilgrim mission 1
 
Instantsearch 110614142640-phpapp02
Instantsearch 110614142640-phpapp02Instantsearch 110614142640-phpapp02
Instantsearch 110614142640-phpapp02
 
Maragda,sa
Maragda,saMaragda,sa
Maragda,sa
 
Documentation
DocumentationDocumentation
Documentation
 
Establishing Reliability Goals
Establishing Reliability GoalsEstablishing Reliability Goals
Establishing Reliability Goals
 
Think how big we are
Think how big we are Think how big we are
Think how big we are
 
B.tech admission in idia
B.tech admission in idiaB.tech admission in idia
B.tech admission in idia
 
RAMS 2013 Establishing product reliability goals
RAMS 2013 Establishing product reliability goalsRAMS 2013 Establishing product reliability goals
RAMS 2013 Establishing product reliability goals
 
Reliability Maintenance Engineering 2 - 3 Measuring Maintainability
Reliability Maintenance Engineering 2 - 3 Measuring MaintainabilityReliability Maintenance Engineering 2 - 3 Measuring Maintainability
Reliability Maintenance Engineering 2 - 3 Measuring Maintainability
 
Human element factors affecting
Human element factors affectingHuman element factors affecting
Human element factors affecting
 
Establishing reliability goals
Establishing reliability goalsEstablishing reliability goals
Establishing reliability goals
 
Reliability & validity
Reliability & validityReliability & validity
Reliability & validity
 
Rubrics for College - The Easy Steps Way
Rubrics for College - The Easy Steps WayRubrics for College - The Easy Steps Way
Rubrics for College - The Easy Steps Way
 
Reliability in Language Testing
Reliability in Language Testing Reliability in Language Testing
Reliability in Language Testing
 
Chapter10
Chapter10Chapter10
Chapter10
 
Reliability for Total Quality Management (TQM)
Reliability for Total Quality Management (TQM)Reliability for Total Quality Management (TQM)
Reliability for Total Quality Management (TQM)
 
Reability & Validity
Reability & ValidityReability & Validity
Reability & Validity
 

Similaire à ALMS Rubric Open Ed 2012 Presentation

10 Years of Multi-Label Learning
10 Years of Multi-Label Learning10 Years of Multi-Label Learning
10 Years of Multi-Label LearningGrigorios Tsoumakas
 
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...eMadrid network
 
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...ASIS&T
 
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...Glen Newton
 
Automated Bug classification using Bayesian probabilistic approach
Automated Bug classification using Bayesian probabilistic approachAutomated Bug classification using Bayesian probabilistic approach
Automated Bug classification using Bayesian probabilistic approachMasud Rahman
 
Data Archiving and Sharing
Data Archiving and SharingData Archiving and Sharing
Data Archiving and SharingC. Tobin Magle
 
Reproducibility of computational workflows is automated using continuous anal...
Reproducibility of computational workflows is automated using continuous anal...Reproducibility of computational workflows is automated using continuous anal...
Reproducibility of computational workflows is automated using continuous anal...Kento Aoyama
 
ASHG sequencing workshop
ASHG sequencing workshopASHG sequencing workshop
ASHG sequencing workshopruthburton
 
Webinar: How We Evaluated MongoDB as a Relational Database Replacement
Webinar: How We Evaluated MongoDB as a Relational Database ReplacementWebinar: How We Evaluated MongoDB as a Relational Database Replacement
Webinar: How We Evaluated MongoDB as a Relational Database ReplacementMongoDB
 
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...Glen Newton
 
Reusability And Reusable Design
Reusability And Reusable DesignReusability And Reusable Design
Reusability And Reusable DesignBen Clark
 
naveed-kamran-software-architecture-agile
naveed-kamran-software-architecture-agilenaveed-kamran-software-architecture-agile
naveed-kamran-software-architecture-agileNaveed Kamran
 
OAI7 Research Objects
OAI7 Research ObjectsOAI7 Research Objects
OAI7 Research Objectsseanb
 
Revisiting the Notion of Diversity in Software Testing
Revisiting the Notion of Diversity in Software TestingRevisiting the Notion of Diversity in Software Testing
Revisiting the Notion of Diversity in Software TestingLionel Briand
 

Similaire à ALMS Rubric Open Ed 2012 Presentation (20)

Systems Analysis and Design for BSA
Systems Analysis and Design for BSASystems Analysis and Design for BSA
Systems Analysis and Design for BSA
 
10 Years of Multi-Label Learning
10 Years of Multi-Label Learning10 Years of Multi-Label Learning
10 Years of Multi-Label Learning
 
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...
2022_03_28 EDUCON 2022 “Replication of an Evaluation of Teacher Training in t...
 
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...
RDAP 16 Poster: Challenges and Opportunities in an Institutional Repository S...
 
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...
Using Open Source Tools for Visualization and Semantic Mapping in a Large Sca...
 
Automated Bug classification using Bayesian probabilistic approach
Automated Bug classification using Bayesian probabilistic approachAutomated Bug classification using Bayesian probabilistic approach
Automated Bug classification using Bayesian probabilistic approach
 
Sciences Po presentation eng
Sciences Po presentation engSciences Po presentation eng
Sciences Po presentation eng
 
Unit iii
Unit iiiUnit iii
Unit iii
 
Data Archiving and Sharing
Data Archiving and SharingData Archiving and Sharing
Data Archiving and Sharing
 
Reproducibility of computational workflows is automated using continuous anal...
Reproducibility of computational workflows is automated using continuous anal...Reproducibility of computational workflows is automated using continuous anal...
Reproducibility of computational workflows is automated using continuous anal...
 
ASHG sequencing workshop
ASHG sequencing workshopASHG sequencing workshop
ASHG sequencing workshop
 
Webinar: How We Evaluated MongoDB as a Relational Database Replacement
Webinar: How We Evaluated MongoDB as a Relational Database ReplacementWebinar: How We Evaluated MongoDB as a Relational Database Replacement
Webinar: How We Evaluated MongoDB as a Relational Database Replacement
 
La2015kbdex
La2015kbdexLa2015kbdex
La2015kbdex
 
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...
Semantic Journal Mapping for Search Visualization in a Large Scale Article Di...
 
Reusability And Reusable Design
Reusability And Reusable DesignReusability And Reusable Design
Reusability And Reusable Design
 
naveed-kamran-software-architecture-agile
naveed-kamran-software-architecture-agilenaveed-kamran-software-architecture-agile
naveed-kamran-software-architecture-agile
 
OAI7 Research Objects
OAI7 Research ObjectsOAI7 Research Objects
OAI7 Research Objects
 
Final hicss vmc
Final hicss vmcFinal hicss vmc
Final hicss vmc
 
292 daniel dollar ssp yale_28_may2008
292 daniel dollar ssp yale_28_may2008292 daniel dollar ssp yale_28_may2008
292 daniel dollar ssp yale_28_may2008
 
Revisiting the Notion of Diversity in Software Testing
Revisiting the Notion of Diversity in Software TestingRevisiting the Notion of Diversity in Software Testing
Revisiting the Notion of Diversity in Software Testing
 

Dernier

ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...Nguyen Thanh Tu Collection
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxUmeshTimilsina1
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxannathomasp01
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17Celine George
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxPooja Bhuva
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxDr. Ravikiran H M Gowda
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxEsquimalt MFRC
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsKarakKing
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxCeline George
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfSherif Taha
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfDr Vijay Vishwakarma
 

Dernier (20)

ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
REMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptxREMIFENTANIL: An Ultra short acting opioid.pptx
REMIFENTANIL: An Ultra short acting opioid.pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 

ALMS Rubric Open Ed 2012 Presentation

Notes de l'éditeur

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