SlideShare a Scribd company logo
1 of 8
Bringing the Best of National Qualifications
Deriving Local Solutions from Global Data: Three Radical SuggestionsDr. Thomas ChristieAga Khan University-Examination Board
The Opportunity Examination boards hold more data on the performance of the educational system than any other source. The examination boards remain unexamined
Radical Suggestion (1) Add columns not rows. Question totals tell us more than person totals. The deeper the mine, the more valuable the data.
Radical Suggestion (2) Discount central tendencies: Search for ‘Outliers’. ,[object Object]
But only after computing value-added.,[object Object]
F U S E D In AKU-EB we see these suggestions as coming together in Formative Uses of  Summative Examination Data
Thank You

More Related Content

Viewers also liked (20)

Sultandağı karaciğer
Sultandağı karaciğerSultandağı karaciğer
Sultandağı karaciğer
 
6.4 notes
6.4 notes6.4 notes
6.4 notes
 
Crowdfunding patient care 7.23.11
Crowdfunding patient care 7.23.11Crowdfunding patient care 7.23.11
Crowdfunding patient care 7.23.11
 
We Guardians Sep'12
We Guardians  Sep'12We Guardians  Sep'12
We Guardians Sep'12
 
8.5 notes
8.5 notes8.5 notes
8.5 notes
 
Figura Fondo
Figura FondoFigura Fondo
Figura Fondo
 
We guardians sept 2015
We guardians  sept 2015We guardians  sept 2015
We guardians sept 2015
 
Pppmbahasamelayusjk tahun1
Pppmbahasamelayusjk tahun1Pppmbahasamelayusjk tahun1
Pppmbahasamelayusjk tahun1
 
The glove original
The glove originalThe glove original
The glove original
 
10.7 notes
10.7 notes10.7 notes
10.7 notes
 
We Guardians Oct'13
We Guardians  Oct'13We Guardians  Oct'13
We Guardians Oct'13
 
Cartas vincent a theo
Cartas vincent a theoCartas vincent a theo
Cartas vincent a theo
 
We Guardians Sep'13
We Guardians  Sep'13We Guardians  Sep'13
We Guardians Sep'13
 
Cauchuyen4ngonnen
Cauchuyen4ngonnenCauchuyen4ngonnen
Cauchuyen4ngonnen
 
We guardians june'13
We guardians  june'13We guardians  june'13
We guardians june'13
 
UPF: Goodwill without Borders, Russia-Israel, May 2013
UPF: Goodwill without Borders, Russia-Israel, May 2013UPF: Goodwill without Borders, Russia-Israel, May 2013
UPF: Goodwill without Borders, Russia-Israel, May 2013
 
RWJF Hospital Price Transparency Challenge Data Webinar Slides
RWJF Hospital Price Transparency Challenge Data Webinar SlidesRWJF Hospital Price Transparency Challenge Data Webinar Slides
RWJF Hospital Price Transparency Challenge Data Webinar Slides
 
8.8 notes
8.8 notes8.8 notes
8.8 notes
 
We Guardians Jan 2015
We Guardians  Jan 2015We Guardians  Jan 2015
We Guardians Jan 2015
 
Presentasi NONI Anamed University CAR INCENTIVE PROGRAM
Presentasi NONI Anamed University CAR INCENTIVE PROGRAMPresentasi NONI Anamed University CAR INCENTIVE PROGRAM
Presentasi NONI Anamed University CAR INCENTIVE PROGRAM
 

Similar to Dr Thomas Christie

Fairness in Machine Learning
Fairness in Machine LearningFairness in Machine Learning
Fairness in Machine LearningDelip Rao
 
Towards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong StudentsTowards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong StudentsCITE
 
Improving DBpedia (one microtask at a time)
Improving DBpedia (one microtask at a time)Improving DBpedia (one microtask at a time)
Improving DBpedia (one microtask at a time)Elena Simperl
 
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...IL Group (CILIP Information Literacy Group)
 
Data Science Course In Pune
Data Science Course In Pune Data Science Course In Pune
Data Science Course In Pune APT
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangaloredevipatnala1
 
Data Science Course Pune
Data Science Course PuneData Science Course Pune
Data Science Course PuneAPT
 
Data science course pdf
Data science course pdfData science course pdf
Data science course pdfAPT
 
Data Science course in Pune
Data Science course in PuneData Science course in Pune
Data Science course in Puneashvisingh
 
data science courses in banglore
data science courses in bangloredata science courses in banglore
data science courses in bangloredevipatnala1
 
Data Science Course
Data Science CourseData Science Course
Data Science Courseashvisingh
 
data science course in pune
data science course in punedata science course in pune
data science course in punedevipatnala1
 
data science certification
data science certificationdata science certification
data science certificationdevipatnala1
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangaloredevipatnala1
 

Similar to Dr Thomas Christie (20)

Fairness in Machine Learning
Fairness in Machine LearningFairness in Machine Learning
Fairness in Machine Learning
 
Towards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong StudentsTowards Automatic Analysis of Online Discussions among Hong Kong Students
Towards Automatic Analysis of Online Discussions among Hong Kong Students
 
Improving DBpedia (one microtask at a time)
Improving DBpedia (one microtask at a time)Improving DBpedia (one microtask at a time)
Improving DBpedia (one microtask at a time)
 
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...
Forget about the 3Rs, our students need the 3Cs: citation, connectors and cri...
 
Data Science Course In Pune
Data Science Course In Pune Data Science Course In Pune
Data Science Course In Pune
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangalore
 
Data Science Course Pune
Data Science Course PuneData Science Course Pune
Data Science Course Pune
 
Data science course pdf
Data science course pdfData science course pdf
Data science course pdf
 
Data Science course in Pune
Data Science course in PuneData Science course in Pune
Data Science course in Pune
 
Data science course in pune
Data science course in puneData science course in pune
Data science course in pune
 
data science courses in banglore
data science courses in bangloredata science courses in banglore
data science courses in banglore
 
Data science certification
Data science certificationData science certification
Data science certification
 
Data Science Course
Data Science CourseData Science Course
Data Science Course
 
Data Science Course
Data Science CourseData Science Course
Data Science Course
 
data science certification
data science certificationdata science certification
data science certification
 
data science course in pune
data science course in punedata science course in pune
data science course in pune
 
Data mining
Data miningData mining
Data mining
 
data science certification
data science certificationdata science certification
data science certification
 
data science institute in bangalore
data science institute in bangaloredata science institute in bangalore
data science institute in bangalore
 
Data science course in Pune
Data science course in PuneData science course in Pune
Data science course in Pune
 

More from eletseditorial

More from eletseditorial (20)

Tele-homeopathy Mind Technologies- eINDIA2011
Tele-homeopathy Mind Technologies- eINDIA2011Tele-homeopathy Mind Technologies- eINDIA2011
Tele-homeopathy Mind Technologies- eINDIA2011
 
3 d technology in education :: Podar International School
3 d technology in education :: Podar International School3 d technology in education :: Podar International School
3 d technology in education :: Podar International School
 
Nalini Chandran, Director
Nalini Chandran, Director Nalini Chandran, Director
Nalini Chandran, Director
 
Rachna Swarup
Rachna Swarup Rachna Swarup
Rachna Swarup
 
Murli K S
Murli K S Murli K S
Murli K S
 
Dr Kuldeep Agarwal,
Dr Kuldeep Agarwal, Dr Kuldeep Agarwal,
Dr Kuldeep Agarwal,
 
Mark Parkinson
Mark Parkinson Mark Parkinson
Mark Parkinson
 
Nagraj G Honnekeri
Nagraj G Honnekeri Nagraj G Honnekeri
Nagraj G Honnekeri
 
Shraman Jha
Shraman Jha Shraman Jha
Shraman Jha
 
Dr Melor Md yunus
Dr Melor Md yunus Dr Melor Md yunus
Dr Melor Md yunus
 
Dinesh Kumar
Dinesh Kumar Dinesh Kumar
Dinesh Kumar
 
Veena Raizada
Veena Raizada Veena Raizada
Veena Raizada
 
Amit Gupta
Amit Gupta Amit Gupta
Amit Gupta
 
Dr Anita Priyadarshini
Dr Anita Priyadarshini Dr Anita Priyadarshini
Dr Anita Priyadarshini
 
Dr Anjalee Prakash
Dr Anjalee Prakash Dr Anjalee Prakash
Dr Anjalee Prakash
 
Son Kuswadi
Son Kuswadi Son Kuswadi
Son Kuswadi
 
Mr. Raj Grover
Mr. Raj Grover Mr. Raj Grover
Mr. Raj Grover
 
Mr. Manish Upadhyay
Mr. Manish Upadhyay Mr. Manish Upadhyay
Mr. Manish Upadhyay
 
Prof K R Srivathsan
Prof K R Srivathsan Prof K R Srivathsan
Prof K R Srivathsan
 
World education summit 2011 [inaugural session]
World education summit   2011 [inaugural session]World education summit   2011 [inaugural session]
World education summit 2011 [inaugural session]
 

Recently uploaded

The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2
 
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...caitlingebhard1
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 
Simplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptxSimplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptxMarkSteadman7
 
Modernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaModernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaWSO2
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governanceWSO2
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Quantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingQuantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingWSO2
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformLess Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformWSO2
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc
 
Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringWSO2
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
AI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by AnitarajAI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by AnitarajAnitaRaj43
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 

Recently uploaded (20)

The Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and InsightThe Zero-ETL Approach: Enhancing Data Agility and Insight
The Zero-ETL Approach: Enhancing Data Agility and Insight
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
 
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...Stronger Together: Developing an Organizational Strategy for Accessible Desig...
Stronger Together: Developing an Organizational Strategy for Accessible Desig...
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
Simplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptxSimplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptx
 
Modernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaModernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using Ballerina
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governance
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Quantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingQuantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation Computing
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data PlatformLess Is More: Utilizing Ballerina to Architect a Cloud Data Platform
Less Is More: Utilizing Ballerina to Architect a Cloud Data Platform
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
 
Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software Engineering
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
AI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by AnitarajAI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by Anitaraj
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 

Dr Thomas Christie

  • 1. Bringing the Best of National Qualifications
  • 2. Deriving Local Solutions from Global Data: Three Radical SuggestionsDr. Thomas ChristieAga Khan University-Examination Board
  • 3. The Opportunity Examination boards hold more data on the performance of the educational system than any other source. The examination boards remain unexamined
  • 4. Radical Suggestion (1) Add columns not rows. Question totals tell us more than person totals. The deeper the mine, the more valuable the data.
  • 5.
  • 6.
  • 7. F U S E D In AKU-EB we see these suggestions as coming together in Formative Uses of Summative Examination Data