The Data Revolution
The Role of Leadership
References
Turning Data into Information
Using Data to Transform Education
Damian W. Betebenner
National Center for the Improvement of Educational Assessment
Dover, NH
DQC Northeast Regional Forum
Boston, Massachusetts July 12th, 2011
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership From Data to Information to Knowledge
References
From a Paucity to a Plethora of Data
Data Data Everywhere (The Economist, 2010)
More and better organized data: mega, giga, tera, peta, exa,
zetta, yotta!
Historical records of student achievement.
Linkage of student achievement to student demographics,
teachers, schools, educational programs, . . .
Stakeholder interest in examining student achievement over
time (student growth) derives from data availability.
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership From Data to Information to Knowledge
References
The Data to Knowledge Continuum
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership From Data to Information to Knowledge
References
My Role: Developing State Growth Models
Education as a process (growth) instead of a destination (status).
Growth/Value-Added Model Selection: Important but the easiest
step (You have a growth/value-added model, now what).
Identifying stakeholder groups who will make use (who we want to
make use) of these data: Parents, teachers, principals, policy
makers, . . . .
The data can tell a thousand stories: Crafting data narratives that
foster educational improvement.
The data do not speak for themselves.
My role: Educate state clients about growth and help them develop a
new vocabulary that enables conversations about the progress of
students through the education system.
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership From Data to Information to Knowledge
References
My Role: Developing State Growth Models
Design, first and foremost, with use in mind: How should the data be
used.
What are the conversations we want stakeholders (parents,
teachers, principals, administrators, and policy makers) to have?
How exactly will the data supplied enable those conversations.
Turning data into information is primarily a social process.
The leader’s role is to create the environment allowing the social
process to flourish.
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership From Data to Information to Knowledge
References
The Role of Leadership: Creating a Virtuous Data Cycle
Assessment Data Quality Assessment Data Use
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership Bringing together diverse leadership
References
Developing a Successful Growth Model
In the states demonstrating success in implementing student growth
models, one commonality stands out: Commitment to the growth
model by three key groups within any department of education:
Directors of Measurement/Assessment.
Directors of Accountability.
Directors of Information-Technology.
Measurement/Assessment specialists understand the state
assessments and will need to be able to understand and explain
growth data derived from those assessments.
Accountability directors will be involved in the use of these data,
particularly as they pertain to accountability initiatives.
CIOs/IT directors will often be tasked will helping to disseminate the
results of the growth model.
These directors become mavens for the work to others within their
organization that reach out to the diverse range of stakeholders.
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership Bringing together diverse leadership
References
Summary
Growth models can fundamentally change conversations (for the
better) about education.
Orchestrating these changes requires broad ownership and
adoption of the growth model within a DOE.
Growth model adoption is a two to three year process: Changing
perceptions of education as a process instead of a destination takes
time.
Leading states like Massachusetts and Colorado have been mavens
illustrating how data can be turned into information.
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership Bringing together diverse leadership
References
Web 2.0: Data Visualization and Social Networking
With a collaborative spirit, with a collaborative platform where people can
upload data, explore data, compare solutions, discuss the results, build
consensus, we can engage passionate people, local communities, media
and this will raise–incredibly–the amount of people who can understand
what is going on.
And this would have fantastic outcomes: the engagement of people,
especially new generations; it would increase knowledge, unlock
statistics, improve transparency and accountability of public policies,
change culture, increase numeracy, and in the end, improve democracy
and welfare.
E. Giovannini, Chief Statistician, OECD. June 2007
Damian W. Betebenner Turning Data into Information
The Data Revolution
The Role of Leadership
References
References
The Economist and Cukier, K. (2010).
Data data everywhere.
Damian W. Betebenner Turning Data into Information
About this copy
Turning Data into Information Using Data to Transform Education — Data Quality Campaign, July 12, 2011.
This is an image-based copy of the original beamer slides; builds and animations are flattened.