SlideShare a Scribd company logo
1 of 21
Education in the Cloud
Digital Classrooms as Data Factories
What is a “Smart” City?
Learning Ecosystems and the Internet of Things
Blockchain and “The Ledger”
How Austerity Generates Data
Reinventing Education for Impact Investment
Austerity is crippling our school districts.
Lacking sufficient public funding for education, districts have tried
the following to balance their budgets:
4-Day School Weeks
Dual Enrollment-Outsourcing Instruction to Community Colleges
Incentivizing Students To Take 1-2 Cyber Classes Per Year
Using Credit Flexibility to Encourage Earning Credit Outside of
School Settings
Expanding Use of “Blended” Online Learning in Classrooms
Erie, PA even considered closing all of their high schools in 2015
as a result of the ongoing state budget crisis.
Source
There continues to be pressure for lean production.
From Massachusetts’s New State Education Plan Under ESSA:
“In an era of increasing demands for public services as the state’s population
ages, the education sector will be competing with other public services
for financial resources. Districts must continue to find ways to get more out
of the people, time, and fiscal resources they already have to help
improve outcomes for students, including by reducing inequities in the
allocation of resources to different types of students. To this end, the state
has created a new Office of Resource Allocation Strategy and Planning to
develop new tools and supports for districts to rethink how they use
their resources. Source
Empowerment and innovation programs are making inroads.
Springfield, MA Source More in Boston Globe Source
TexasMassachusetts Colorado
Source
Innovation is touted as a way to do more with less.
While communities are told
innovation districts offer flexibility
and autonomy, in reality they strip
protections from schools. It is
ALEC model legislation.
“Innovation” is code for
implementing a data-driven, cyber
approach to education.
Some “innovative” school models
are now even promoting virtual
schooling at home!
Innovative “Flex” Classroom promoted in Hot Springs, AR. Source
Ed-tech is happy to help with “innovative” budget solutions.
Opportunity Culture, funded by
Gates and Carnegie, wants to
“help” schools stay with their
budgets by identifying “excellent”
teachers (those who “improve”
data).
Those teachers teach more
students by increasing class size.
Online blended learning is used
in place of face-to-face
instruction for much of the
school day.
Source
Even during lean times, money for
ed-tech continues to flow.
In 2014 NY voters approved $2
billion for a statewide ed-tech
“Smart Schools” bond.
Money can be found for devices, but NOT to restore teachers.
There many districts where teachers
providing enrichment and electives
have all but disappeared. Meanwhile,
every child now has a tablet or
chromebook for gathering data, and
wifi capacity has been upgraded and
even extended to school buses.
More Devices = More Data
Fewer Teachers = More Time on Devices
More Time on Devices = More Data
Source
More data means
your “classroom”
will “learn” you
more quickly.
Thanks IBM! Source
The Every Student Succeeds Act
earmarked funding for tech.
Ed-tech companies have their eyes on
allocations for Student Support and
Academic Enrichment grants.
ESSA promotes innovation as well as use
of blended online learning.
Link
Link
Public-private partnerships push ed-tech expansion.
The Massachusetts
Teachers Association is
taking a stand against
the MAPLE /
LearnLaunch statewide
ed-tech initiative and
plans to document the
harm done by so-called
“personalized” learning
programs.
Details HERE
Source
Foundations underwrite pilot programs and infrastructure.
Organizations like The Learning Accelerator
take in funds from a variety of philanthropic
organizations (many tied to technology
companies) and act as a catalyst to bring ed-
tech programs to scale.
Source
Source
Government grants leverage philanthropic dollars.
Investing in innovation (i3) grants
were established in 2009 under the
Obama administration’s Race to the
Top initiative.
The matching grant program was set
up to leverage partnerships with the
private and philanthropic sectors to
scale programs with demonstrated
“impact” on student achievement.
Increasingly, “impact” is assessed in
terms of digitally-mediated data.
Source
Foundations and benefit corporations seed ed-tech markets.
Sessions from
LearnLaunch’s
2017 Across
Boundaries
Conference in
Boston. Full
agenda HERE.
Meanwhile, venture capital portfolios expand.
Global Silicon Valley
Demand for “growth” metrics pushes education online where
it can be constantly measured and surveilled.
There is an expectation that there be measurable returns on education
investments, especially when private interests are involved.
Source
Academic
Social
Emotional
Implementation of Value Added Measures and Student
Learning Objectives (SLOs) are part of the “growth” narrative.
The reform narrative insists education is only of value to the extent that it can be measured and
documented digitally. With ESSA’s shift to formative assessments, monitoring will extend to EVERY
school day. Big data will be used to control education via “personalized” pathways. Students and
teachers who stray beyond the confines of the digital curriculum will be disciplined.
Online formative assessments and adaptive learning systems
generate even MORE data! Data changes daily.
Children become
consumers of content
and producers of data.
Classrooms become
mechanized data
factories where all
activity is channeled
through engines running
predictive analytic
algorithms.
In the future
will education
“count” if it
doesn’t show
up on a
dashboard?
Source
Online
activities
generate
behavioral data.
The push towards
gamification and playlist
education means students
can be tracked digitally in
ways we do yet fully
understand. Unstructured
data is being used to
profile people based on
their online interactions.
Source
Source
Source
Add to that career-oriented data
for students as young as 11.
Students as young as sixth grade are being asked to
take online surveys to identify their “strengths.”
In some districts seniors are required to complete
Naviance surveys about their future plans in order
to receive a diploma.
It is unclear who has control over the data flowing
into these third party service providers or how it
could be used in the future.
Naviance is owned by Hobsons. It has partnerships
with credit rating agencies, student loan providers
and many technology companies.
Source
Digital education packages children as datasets for
purposes of financial speculation and social control via
predictive analytics.

More Related Content

What's hot

Knowledge-Centric Paradigm: A New World of IT Solutions
Knowledge-Centric Paradigm: A New World of IT SolutionsKnowledge-Centric Paradigm: A New World of IT Solutions
Knowledge-Centric Paradigm: A New World of IT SolutionsEd Dodds
 
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...Brendan Aldrich
 
Cognitive Computing.PDF
Cognitive Computing.PDFCognitive Computing.PDF
Cognitive Computing.PDFCharles Quincy
 
Rise of the Data Democracy
Rise of the Data DemocracyRise of the Data Democracy
Rise of the Data DemocracyBrendan Aldrich
 
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...Kelvin Ross
 
The Ethics of AI in Education
The Ethics of AI in EducationThe Ethics of AI in Education
The Ethics of AI in EducationMark S. Steed
 
What framework for a responsible use of AI in education?
What framework for a responsible use of AI in education?What framework for a responsible use of AI in education?
What framework for a responsible use of AI in education?OECD Berlin Centre
 
Cogntive computing ibm workshop Assirm15
Cogntive computing ibm workshop Assirm15Cogntive computing ibm workshop Assirm15
Cogntive computing ibm workshop Assirm15Pietro Leo
 
Cognitive computing in Insurance
Cognitive computing in InsuranceCognitive computing in Insurance
Cognitive computing in InsuranceAnders Quitzau
 
AI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckAI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckThe Digital Insurer
 
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...Saurabh Mishra
 
Climate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming ImplicationsClimate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming Implicationsdorothydurkin
 
Smart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTSmart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTMd Jobair Hossain Faruk
 
The AI Now Report The Social and Economic Implications of Artificial Intelli...
The AI Now Report  The Social and Economic Implications of Artificial Intelli...The AI Now Report  The Social and Economic Implications of Artificial Intelli...
The AI Now Report The Social and Economic Implications of Artificial Intelli...Willy Marroquin (WillyDevNET)
 
Educause releases blueprint for next-generation learning management systems
Educause releases blueprint for next-generation learning management systemsEducause releases blueprint for next-generation learning management systems
Educause releases blueprint for next-generation learning management systemslearnonline4
 

What's hot (20)

Skills Requirements for Future Jobs - 10 Facts
Skills Requirements for Future Jobs - 10 FactsSkills Requirements for Future Jobs - 10 Facts
Skills Requirements for Future Jobs - 10 Facts
 
Knowledge-Centric Paradigm: A New World of IT Solutions
Knowledge-Centric Paradigm: A New World of IT SolutionsKnowledge-Centric Paradigm: A New World of IT Solutions
Knowledge-Centric Paradigm: A New World of IT Solutions
 
Digital Ethics
Digital EthicsDigital Ethics
Digital Ethics
 
The Legacy of inBloom
The Legacy of inBloomThe Legacy of inBloom
The Legacy of inBloom
 
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...
Founding a Data Democracy: How Ivy Tech is Leading a Revolution in Higher Edu...
 
Cognitive Computing.PDF
Cognitive Computing.PDFCognitive Computing.PDF
Cognitive Computing.PDF
 
Rise of the Data Democracy
Rise of the Data DemocracyRise of the Data Democracy
Rise of the Data Democracy
 
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...
ACS EMERGING & DEEP TECH WEBINAR: THE RISE OF AI AND DATA SCIENCE AND ITS IMP...
 
The Ethics of AI in Education
The Ethics of AI in EducationThe Ethics of AI in Education
The Ethics of AI in Education
 
What framework for a responsible use of AI in education?
What framework for a responsible use of AI in education?What framework for a responsible use of AI in education?
What framework for a responsible use of AI in education?
 
Cogntive computing ibm workshop Assirm15
Cogntive computing ibm workshop Assirm15Cogntive computing ibm workshop Assirm15
Cogntive computing ibm workshop Assirm15
 
Presentation: Perry de Jager, Principa
Presentation: Perry de Jager, PrincipaPresentation: Perry de Jager, Principa
Presentation: Perry de Jager, Principa
 
Cognitive computing in Insurance
Cognitive computing in InsuranceCognitive computing in Insurance
Cognitive computing in Insurance
 
AI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar DeckAI & Machine Learning - Webinar Deck
AI & Machine Learning - Webinar Deck
 
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...
Breakout 3. AI for Sustainable Development and Human Rights: Inclusion, Diver...
 
Climate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming ImplicationsClimate Change 2015: Continuing Education Programming Implications
Climate Change 2015: Continuing Education Programming Implications
 
Smart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoTSmart Children Management using Data Analytics, Machine Learning and IoT
Smart Children Management using Data Analytics, Machine Learning and IoT
 
Smart machines
Smart machinesSmart machines
Smart machines
 
The AI Now Report The Social and Economic Implications of Artificial Intelli...
The AI Now Report  The Social and Economic Implications of Artificial Intelli...The AI Now Report  The Social and Economic Implications of Artificial Intelli...
The AI Now Report The Social and Economic Implications of Artificial Intelli...
 
Educause releases blueprint for next-generation learning management systems
Educause releases blueprint for next-generation learning management systemsEducause releases blueprint for next-generation learning management systems
Educause releases blueprint for next-generation learning management systems
 

Similar to How Austerity Generates Data

What Matters Now: Education
What Matters Now: EducationWhat Matters Now: Education
What Matters Now: EducationHuge
 
14.2.5 gongwer news service connect ed
14.2.5 gongwer news service   connect ed14.2.5 gongwer news service   connect ed
14.2.5 gongwer news service connect edhmhollingsworth
 
Higher education: harness the power of cloud
Higher education: harness the power of cloudHigher education: harness the power of cloud
Higher education: harness the power of cloudAngela Gardner
 
Education in 2011 and Beyond: Trends and Directions
Education in 2011 and Beyond: Trends and DirectionsEducation in 2011 and Beyond: Trends and Directions
Education in 2011 and Beyond: Trends and DirectionsBlackboard
 
Adldsp 732 virtual_schools_policy_brief_presentation
Adldsp 732 virtual_schools_policy_brief_presentationAdldsp 732 virtual_schools_policy_brief_presentation
Adldsp 732 virtual_schools_policy_brief_presentationrudyruiz
 
Smarter Eduction - Higher Education Summit 2011 - D Watt
Smarter Eduction - Higher Education Summit 2011 - D WattSmarter Eduction - Higher Education Summit 2011 - D Watt
Smarter Eduction - Higher Education Summit 2011 - D WattVincent Kwon
 
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docx
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docxRunning head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docx
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docxtoltonkendal
 
Educause Top Ten Issues for 2013
Educause Top Ten Issues for 2013Educause Top Ten Issues for 2013
Educause Top Ten Issues for 2013Jim Nottingham
 
Transformation Strategies for Higher Education
Transformation Strategies for Higher EducationTransformation Strategies for Higher Education
Transformation Strategies for Higher EducationCognizant
 
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...Cognizant
 
Digital Education: Scope and Challenges of a Developing Society
Digital Education: Scope and Challenges of a Developing SocietyDigital Education: Scope and Challenges of a Developing Society
Digital Education: Scope and Challenges of a Developing SocietyMagic Software
 
NE Teaching & Learning Conference (& LMDC)
NE Teaching & Learning Conference (& LMDC)NE Teaching & Learning Conference (& LMDC)
NE Teaching & Learning Conference (& LMDC)Cable Green
 
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?Are Schools Getting a Big Enough Bang for Their Education Technology Buck?
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?Luis Taveras EMBA, MS
 
Internet Violence And Cyber Bullying
Internet Violence And Cyber BullyingInternet Violence And Cyber Bullying
Internet Violence And Cyber BullyingKelley Hunter
 
IML440 Interdisciplinary Thesis: Data Visualization Assignment
IML440 Interdisciplinary Thesis: Data Visualization AssignmentIML440 Interdisciplinary Thesis: Data Visualization Assignment
IML440 Interdisciplinary Thesis: Data Visualization AssignmentVirginia Kuhn
 

Similar to How Austerity Generates Data (20)

Netp overview
Netp overviewNetp overview
Netp overview
 
What Matters Now: Education
What Matters Now: EducationWhat Matters Now: Education
What Matters Now: Education
 
14.2.5 gongwer news service connect ed
14.2.5 gongwer news service   connect ed14.2.5 gongwer news service   connect ed
14.2.5 gongwer news service connect ed
 
Higher education: harness the power of cloud
Higher education: harness the power of cloudHigher education: harness the power of cloud
Higher education: harness the power of cloud
 
Education in 2011 and Beyond: Trends and Directions
Education in 2011 and Beyond: Trends and DirectionsEducation in 2011 and Beyond: Trends and Directions
Education in 2011 and Beyond: Trends and Directions
 
Adldsp 732 virtual_schools_policy_brief_presentation
Adldsp 732 virtual_schools_policy_brief_presentationAdldsp 732 virtual_schools_policy_brief_presentation
Adldsp 732 virtual_schools_policy_brief_presentation
 
Interorg task-force-9-20-12
Interorg task-force-9-20-12Interorg task-force-9-20-12
Interorg task-force-9-20-12
 
Smarter Eduction - Higher Education Summit 2011 - D Watt
Smarter Eduction - Higher Education Summit 2011 - D WattSmarter Eduction - Higher Education Summit 2011 - D Watt
Smarter Eduction - Higher Education Summit 2011 - D Watt
 
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docx
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docxRunning head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docx
Running head TABLETS FOR SAISD STUDENTS1TABLETS FOR SAISD STUD.docx
 
Educause Top Ten Issues for 2013
Educause Top Ten Issues for 2013Educause Top Ten Issues for 2013
Educause Top Ten Issues for 2013
 
Transformation Strategies for Higher Education
Transformation Strategies for Higher EducationTransformation Strategies for Higher Education
Transformation Strategies for Higher Education
 
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...
It's Time for Learning to Go Back to School: Next-Generation Approaches Enric...
 
Digital Education: Scope and Challenges of a Developing Society
Digital Education: Scope and Challenges of a Developing SocietyDigital Education: Scope and Challenges of a Developing Society
Digital Education: Scope and Challenges of a Developing Society
 
NE Teaching & Learning Conference (& LMDC)
NE Teaching & Learning Conference (& LMDC)NE Teaching & Learning Conference (& LMDC)
NE Teaching & Learning Conference (& LMDC)
 
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?Are Schools Getting a Big Enough Bang for Their Education Technology Buck?
Are Schools Getting a Big Enough Bang for Their Education Technology Buck?
 
Internet Violence And Cyber Bullying
Internet Violence And Cyber BullyingInternet Violence And Cyber Bullying
Internet Violence And Cyber Bullying
 
METAA Dinner
METAA Dinner METAA Dinner
METAA Dinner
 
Metaa wo
Metaa woMetaa wo
Metaa wo
 
METAA Dinner
METAA DinnerMETAA Dinner
METAA Dinner
 
IML440 Interdisciplinary Thesis: Data Visualization Assignment
IML440 Interdisciplinary Thesis: Data Visualization AssignmentIML440 Interdisciplinary Thesis: Data Visualization Assignment
IML440 Interdisciplinary Thesis: Data Visualization Assignment
 

Recently uploaded

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfChris Hunter
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxheathfieldcps1
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxheathfieldcps1
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIShubhangi Sonawane
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docxPoojaSen20
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesShubhangi Sonawane
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsTechSoup
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
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
 

Recently uploaded (20)

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Making and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdfMaking and Justifying Mathematical Decisions.pdf
Making and Justifying Mathematical Decisions.pdf
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-IIFood Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
Food Chain and Food Web (Ecosystem) EVS, B. Pharmacy 1st Year, Sem-II
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docx
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Introduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The BasicsIntroduction to Nonprofit Accounting: The Basics
Introduction to Nonprofit Accounting: The Basics
 
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
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
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
 

How Austerity Generates Data

  • 1. Education in the Cloud Digital Classrooms as Data Factories What is a “Smart” City? Learning Ecosystems and the Internet of Things Blockchain and “The Ledger” How Austerity Generates Data Reinventing Education for Impact Investment
  • 2. Austerity is crippling our school districts. Lacking sufficient public funding for education, districts have tried the following to balance their budgets: 4-Day School Weeks Dual Enrollment-Outsourcing Instruction to Community Colleges Incentivizing Students To Take 1-2 Cyber Classes Per Year Using Credit Flexibility to Encourage Earning Credit Outside of School Settings Expanding Use of “Blended” Online Learning in Classrooms Erie, PA even considered closing all of their high schools in 2015 as a result of the ongoing state budget crisis. Source
  • 3. There continues to be pressure for lean production. From Massachusetts’s New State Education Plan Under ESSA: “In an era of increasing demands for public services as the state’s population ages, the education sector will be competing with other public services for financial resources. Districts must continue to find ways to get more out of the people, time, and fiscal resources they already have to help improve outcomes for students, including by reducing inequities in the allocation of resources to different types of students. To this end, the state has created a new Office of Resource Allocation Strategy and Planning to develop new tools and supports for districts to rethink how they use their resources. Source
  • 4. Empowerment and innovation programs are making inroads. Springfield, MA Source More in Boston Globe Source TexasMassachusetts Colorado Source
  • 5. Innovation is touted as a way to do more with less. While communities are told innovation districts offer flexibility and autonomy, in reality they strip protections from schools. It is ALEC model legislation. “Innovation” is code for implementing a data-driven, cyber approach to education. Some “innovative” school models are now even promoting virtual schooling at home! Innovative “Flex” Classroom promoted in Hot Springs, AR. Source
  • 6. Ed-tech is happy to help with “innovative” budget solutions. Opportunity Culture, funded by Gates and Carnegie, wants to “help” schools stay with their budgets by identifying “excellent” teachers (those who “improve” data). Those teachers teach more students by increasing class size. Online blended learning is used in place of face-to-face instruction for much of the school day. Source
  • 7. Even during lean times, money for ed-tech continues to flow. In 2014 NY voters approved $2 billion for a statewide ed-tech “Smart Schools” bond.
  • 8. Money can be found for devices, but NOT to restore teachers. There many districts where teachers providing enrichment and electives have all but disappeared. Meanwhile, every child now has a tablet or chromebook for gathering data, and wifi capacity has been upgraded and even extended to school buses.
  • 9. More Devices = More Data Fewer Teachers = More Time on Devices More Time on Devices = More Data Source More data means your “classroom” will “learn” you more quickly. Thanks IBM! Source
  • 10. The Every Student Succeeds Act earmarked funding for tech. Ed-tech companies have their eyes on allocations for Student Support and Academic Enrichment grants. ESSA promotes innovation as well as use of blended online learning. Link Link
  • 11. Public-private partnerships push ed-tech expansion. The Massachusetts Teachers Association is taking a stand against the MAPLE / LearnLaunch statewide ed-tech initiative and plans to document the harm done by so-called “personalized” learning programs. Details HERE Source
  • 12. Foundations underwrite pilot programs and infrastructure. Organizations like The Learning Accelerator take in funds from a variety of philanthropic organizations (many tied to technology companies) and act as a catalyst to bring ed- tech programs to scale. Source Source
  • 13. Government grants leverage philanthropic dollars. Investing in innovation (i3) grants were established in 2009 under the Obama administration’s Race to the Top initiative. The matching grant program was set up to leverage partnerships with the private and philanthropic sectors to scale programs with demonstrated “impact” on student achievement. Increasingly, “impact” is assessed in terms of digitally-mediated data. Source
  • 14. Foundations and benefit corporations seed ed-tech markets. Sessions from LearnLaunch’s 2017 Across Boundaries Conference in Boston. Full agenda HERE.
  • 15. Meanwhile, venture capital portfolios expand. Global Silicon Valley
  • 16. Demand for “growth” metrics pushes education online where it can be constantly measured and surveilled. There is an expectation that there be measurable returns on education investments, especially when private interests are involved. Source Academic Social Emotional
  • 17. Implementation of Value Added Measures and Student Learning Objectives (SLOs) are part of the “growth” narrative. The reform narrative insists education is only of value to the extent that it can be measured and documented digitally. With ESSA’s shift to formative assessments, monitoring will extend to EVERY school day. Big data will be used to control education via “personalized” pathways. Students and teachers who stray beyond the confines of the digital curriculum will be disciplined.
  • 18. Online formative assessments and adaptive learning systems generate even MORE data! Data changes daily. Children become consumers of content and producers of data. Classrooms become mechanized data factories where all activity is channeled through engines running predictive analytic algorithms. In the future will education “count” if it doesn’t show up on a dashboard? Source
  • 19. Online activities generate behavioral data. The push towards gamification and playlist education means students can be tracked digitally in ways we do yet fully understand. Unstructured data is being used to profile people based on their online interactions. Source Source Source
  • 20. Add to that career-oriented data for students as young as 11. Students as young as sixth grade are being asked to take online surveys to identify their “strengths.” In some districts seniors are required to complete Naviance surveys about their future plans in order to receive a diploma. It is unclear who has control over the data flowing into these third party service providers or how it could be used in the future. Naviance is owned by Hobsons. It has partnerships with credit rating agencies, student loan providers and many technology companies. Source
  • 21. Digital education packages children as datasets for purposes of financial speculation and social control via predictive analytics.