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What educators can learn from Wal-Ma . . .
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What educators can learn from Wal-Mart about data-driven decision-making
Wal-Mart managers routinely know more about how teddy bears from China are
selling in Wal-Mart stores than school administrators know about the progress of
their enrolled students, writes researcher James Guthrie in a recent issue of
the Peabody Journal of Education.
Unlike Wal-Mart, U.S. schools do not work with modern and sophisticated data
in making decisions, which is why, despite increased spending, education reform
is stuck, Guthrie says.
"There are few 21st-century operations as outmoded as education data
systems," says Guthrie of the Department of Leadership, Policy, and
Organizations at the Peabody College of Vanderbilt University.
A major culprit in the inadequacy of education data, the researcher says, is
school budget practices. Educators need better data about what resources result
in what outcomes for students. But that information is getting lost in
district-wide budgets.
To get more precise data on spending, school-by-school budgets are needed. It
is only then that administrators will know what resources are getting what
results and that they will be able to make more effective decisions, he says.
"Districts do not themselves deliver instructional services," he writes.
"Instruction happens at schools, in classrooms, and between teachers and
students. However, by budgeting at the district level, the richness of
instructional interactions is already lost.
"It is difficult to imagine that Wal-Mart would not keep track of daily sales
by individual store, by departments within stores, and by points of sales within
departments," writes Guthrie.
"Indeed, the comparison is instructive. Wal-Mart knows more, and within
minutes, what items and services it is selling, and not selling, in its stores
and can compare stores across a region and over time. Most U.S. schools cannot
easily tell which of its students have attended which classes in an individual
day."
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In fact, vague information on spending in education, Guthrie says, is the
reason the following key policy questions remain unanswered:
• What is the optimum size of a school? • What is an effective
teacher? • What sustained professional development should be mandated
for teachers? • What is an effective class size? • Are there any
best or preferred practical means for instructing in mathematics, science,
language arts, etc.?
Guthrie makes the following recommendations for a modern education data
system, one that links resources with actions and outcomes:
• Link students with current and previous
teachers. • Concentrate on information collection from fundamental
instructional units, such as classrooms, departments and schools. • Use
individual enrolled pupils as informational building
blocks. • Disaggregate and apportion actual expenditures to the
classroom, department, and school level in categories such as technology,
instructional materials, labor, supplies, etc. • Collect school status
characteristic data for each student e.g. school size, class size, teacher
characteristics, peer characteristics.
With this kind of data collection, educators would be able to answer for
their own schools and districts the vexing policy questions of best
instructional programs, teacher characteristics and class and school
characteristics linked to superior outcomes, Guthrie says.
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Administrators would be better able to address disparities in school funding
among populations of different socioeconomic status. More precise data
would show, for example, that less experienced teachers can be found at
high-poverty schools because teachers with seniority are able to transfer out of
those schools, Guthrie notes. Current budgeting practices disguise high spending
on legally protected categories of students such as those with handicaps and
disabilities, he adds.
"Inability to obtain resource allocation data school by school is a
major impediment to efficient planning, equitable distribution, and client
choice," Guthrie writes.
"In effect, the inability to determine precisely what is spent at a school
prevents American education from being efficient, fair, or just. Few seemingly
simple matters have such far-reaching consequences. More accurate spending
information is an unusually small reform step possessing the potential for huge
policy and practical rewards."
The downside of greater transparency But the researcher
adds that there are few advocates for changing education budget practices
because district budgeting holds advantages for administrators. Greater
transparency might upend the status quo and create conflict among different
constituencies, he says.
Middle class and upper middle class parents, for instance, would feel that
parity in spending goes against their own interests. District
formulas for allocating resources keep infighting at a minimum because the are
formulas that are applied across the board. Guthrie says that district-wide
budgets buffer administrators from accountability because school-by-school data
would make everyone more accountable.
"Public schooling would become even more politicized, losers would be less
willing to allocate resources to its support, and social cohesion might be
jeopardized as a result," he says. However, better data hold the promise of
breaking through many of the barriers impeding further progress, he says.
"Data Systems Linking Resources to Actions and Outcomes: One of the
Nation's Most Pressing Education Challenges" by James Guthrie, Peabody Journal
of Education, Volume 82, Number 4, pp. 667-689.
Published by ERN January 2008 Volume 21 Number 1
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