Data Driven Decision Making
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Introduction |
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Teaching incorporates many different skills including: communicating with others, classroom management, understanding content, instructional strategies and assessment. Some teaching skills develop easily while others take many years of work and study. Those who study teaching practice note that there is an art and science to what teachers do. Part of the science of teaching involves action in the on-going cycle of lesson planning, delivery of instruction, and assessment of learning. A teacher’s decisions and actions within this cycle are very important to student success in a given class. This online module looks at assessment and ways that teachers can monitor and support student learning using technology through data driven decision making. | |
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Go to Part 2- Common Assessment Tools Used in Education
Part 2: Common Assessment
Tools Used in Education
Without data, all you have is opinion. -Dennis Fox
Teaching is a vocation of action. Educators interact with
their students in an on-going cycle of lesson planning, delivery of instruction,
and assessment of learning. Within this cycle teachers: There are a least four different kinds of assessments educators use in
their work. These assessments help teachers understand students in different
ways. Some offer general perspectives about a class and what students
know and understand. Others share very specific information about individuals
and what skills they possess. Each assessment offers clues to help us
understand our students and better serve their learning needs. A "seasoned
educator" uses each of the following assessments in some version
or another. Screening Tests Diagnostic Tests Progress-Monitoring Tests/Formative Assessments Outcome Tests/Summative Assessments
A teacher’s decisions and actions within this cycle are very important
to student success in a given class. Assessment provides feedback related
to the content received by the student. The student data an educator uses
to take the next steps in forming lessons brings the cycle back to its
starting point again of planning for the learner(s). This lesson initiates
an exploration of assessment that is also know as data driven decision
making.
Screening tests are quick assessments. Their aim is to alert teachers
to problems that students have in a specific area. Some educators have
said that screening tests are like colanders: They are designed to separate
those students who need additional testing from a larger group; in this
way teachers are able to focus their time and resources most efficiently.
Many screening tests are group assessments- types of tests that can be
administered to a whole class or group.
Diagnostic tests are used to probe and evaluate student needs when problems
have been detected. Diagnostic tests offer detailed information about
an individual’s skills, knowledge or understanding in a given area
of learning. Diagnostic tests are administered in both group and individualized
formats. As a matter of practice, a screening test would first indicate
the need for a diagnostic test; the diagnostic test would then pinpoint
details for effective instructional planning to address a student’s
need.
Educators use progress-monitoring tests to see if their instruction is
having the desired effect. Progress can be monitored through group tests,
running records, anecdotal notes, or other observation formats. Progress-monitoring
measures are general administered quickly and consistently on either a
monthly, weekly or daily basis with very little classroom disruption.
The frequency of assessment is determined through consideration of learner
profile and content. Balance needs to be found between too much monitoring
and not enough. Progress-monitoring data is crucial to the efficient and
effective use of classroom time.
This type of test of considers the growth a student has made over an extended
period of time in relation to their grade level content standards or course
objectives. This type of test can yield data that compares a given class’
performance with a larger population of students at the state or national
level. This type of test has limited value in making day-to-day instructional
decisions. Outcome tests can be very useful as:
Go to Part 3- Assessment Perspectives During the School Term
Part 3: Assessment
Perspectives During the School Term
DataQuest Just for the Kids Identification of Students with Significant Learning Needs During this initial period of instruction, it is critical that teachers
identify students who have significant learning challenges. These needs
may be understood as deficits which could impede or block mastery of standards/content
objectives for the given grade or class. The educator asks questions about
the etiology of these learning needs. Why are these students here? What
common needs for students are indicated by the data? Teachers use screening
tests and diagnostic tests during this phase of work. Examples of screening
tests and diagnostic tests include: San Diego Quick Reading Assessment Third Grade Math Inventory Daily-Weekly-Monthly Throughout the Term AIMSweb Prentice Hall- Algebra Chapter Pre-Test End of Term Assessment 9th Grade Math Practice Test 6th-8th Grade 2005 California Standards Test in History/Social Studies 4th Grade 2005 California Standards Test in Mathematics Many of the ideas shared in this section are based on
my learning from work with Cindy Tucker, John Schiller, Don Russell, Kevin
Feldman, Doreen Heath-Lance, Joan Easterday and Jane Escobedo at the Sonoma
County Office of Education. I have benefited from a collegial working
relationship with these individuals and express my appreciation here.
...the effective design of activities for student learning is based
on both an understanding of content and student needs.
It’s practical to begin thinking about
data driven decision making through the lens of a given school term and
considerations teachers make as the term progresses. This section of the
module offers specific perspectives and examples of data driven decision
making through the school term.
Beginning of the School Term
At the beginning of the school term, teachers organize curriculum looking
at what’s ahead. They anticipate needs focusing on general questions
about the class:
Answers to these questions can be obtained by looking at cumulative records,
district benchmark exams and California STAR (Standardized Testing and
Reporting) data. Technology can support educators at this point in time
using the following web resources:
http://data1.cde.ca.gov/dataquest/
DataQuest allows public access to a wide array of information schools
and districts report to the State of California each year. Among other
things, DataQuest has student demographic information, STAR test information
and English learner profiles.
http://jftk-ca.org/
The JFTK-CA School Improvement System provides data charts based on
publicly available information from the California Standards Test for
Language Arts and Mathematics. It also helps schools benchmark their
performance against the top ten performing schools in the state, region
and county that have comparable student populations.
4-6 Weeks into the School Term
As the school term gets underway teachers obtain perspectives on their
students’ content knowledge through various assessment tools. Some
of these tools are can be formal assessments while others can be informal
observation checklists. Through these tools teachers develop a refined
knowledge of their students. They are able to validate assumptions taken
from cumulative records, STAR assessments, and interviews with parents
and former teachers. At this point in time teachers have a first hand
view of their class; they are developing an understanding of their students
strengths and weakness in relation to content standards and/or their course
objectives. They are generally able to identify students and rank them
according to their content knowledge and/or skills.
http://205.126.22.50/reading/inventory/sandiego.html
http://205.126.22.50/math/grade3/grade3math.html
As teachers develop understanding about their students’ needs, they
spend time thinking about instructional strategies and teaching methods
that can help their students. Along with diagnostic and screening test
results, teachers also recall their student demographic information. They
focus on efficient and effective ways that they can accelerate learning
and close achievement gaps. Considerations include:
Teachers attend to their students needs using whole class, small group,
and individualized strategies and other
ideas from the bulleted list above. They
select a progress monitoring scheme that matches the degree of student
need; more frequent progress monitoring is needed for students with intensive
needs. Curricula may be a combination of State adopted materials and supplemental
learning resources. Educators evaluate curricula and their students’
response to learning plans. Pacing schedules are checked and adjusted
considering the scope of learning to be attained in the school term. Effective
designs are continued; ineffective lessons are adjusted and modified.
Examples of progress monitoring assessments include:
http://edformation.com/
AIMSweb® is a formative assessment system that ‘informs’
the teaching and learning process by providing continuous student performance
data and reporting improvement to parents, teachers, and administrators
to enable evidence-based evaluation and data-driven instruction.
http://tinyurl.com/7wves
Prentice Hall’s math series includes a complete set of diagnostic
and placement tests. The URL above references a chapter pre-test for
the first unit in their algebra series.
End of term assessments are the most common type of assessment
currently found in K-16 schools. Teachers use end of term assessments
also known as outcome or summative assessments
to measure a student’s performance in relation to State standards
and/or the course objectives. End of term assessments offer schools and
teachers a means of evaluating their students learning for the term. They
also offer useful data in planning for the new school term. Educators
should be weary of using end of term assessments as their only means of
evaluating their students and programs. (Some form of progress monitoring
should be used so that educators can have data points in the school term
to adjust and modify their pacing schedule if concepts are not "sinking
in"- see the sub section above for more information.)
Examples of end of term assessments:
http://www.grc.nasa.gov/WWW/K-12/p_test/math_pro1.html
Practice questions designed for students who want to test their skills
at the end of the ninth grade level; a compilation of the minimum requirements
that students should know by the time they reach the end of 9th grade.
http://www.cde.ca.gov/ta/tg/sr/documents/rtqgr2ela.pdf
Released test items from the 2nd Grade 2005 CST
http://www.cde.ca.gov/ta/tg/sr/documents/rtqgr8history.pdf
Released test items from the 6th-8th grade 2005 CST
http://www.cde.ca.gov/ta/tg/sr/documents/rtqgr4math.pdf
Released test items from the 4th grade 2005 CST
Go to Part 4- Databases and Spreadsheets
| Part 4: Databases and Spreadsheets |
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Databases and spreadsheets are invaluable resources helping teachers collect, organize and analyze information.
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Databases and spreadsheets are powerful applications with great potential to help teachers monitor student progress through the school year. Common uses for these programs involve organizing, storing, calculating, sorting, and graphing student information. A sample spreadsheet with student data from the beginning of a school year is shared below. The teacher is using this spreadsheet to organize student information to analyze needs and plan for instruction. The teacher is using the following scoring guide/rubric:
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| The spreadsheet program offers the teacher an easy method to sort information and look for patterns. In this case the teacher may sort information by name alphabetically , by gender, or by rubric score. A sort by rubric score is shown below:
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The teacher in this example can collect further information to help guide her understanding of student needs. Information related to language proficiency (LEP) and economic need (F/R Lunch) have been added to the sample spreadsheet below. Along with being able sort information by name alphabetically , by gender, and by rubric score, the teacher can now also sort by language classification or by economic need.
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| Databases and spreadsheets frequently support graphing functions. Graphs offer more visual displays of information. Some think that patterns and needs can be more effectively seen with charts than by numeric tables. A bar chart is shown below with the sample student performance scores we have been examining:
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Additional ideas and information concerning the use of spreadsheets to
monitor progress can be found at a website titled, "Digging Out"
(so named because of the author's belief that spreadsheets can help teachers
manage the mountain of student performance information). Dan Ryder, the
author, discusses how to use a simple Microsoft Excel workbook to record,
analyze and monitor student writing traits over time: You may experiment entering data into Dan's sample Excel template available
which is available at: If you like the ideas listed above but your "spreadsheet" skills are just developing, consider Microsoft's How to Articles: Learn how to use Microsoft software in the classroom with tips and tricks to get you started quickly. Microsoft's How-to Articles....
Online Databases A number of schools and districts are beginning to use online databases to manage student learning information. Educators use these online databases to review student performance from many different perspectives including:
Links to two examples of online databases are shared below. Each of these online databases has a virtual tour available if you wish to learn more.
Some of the ideas from this section come from Dennis Fox. Further information about Dennis Fox and his ideas can be found at the following link: http://www.classroomdata.org |
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Part 5: Web Resources
Data
Driven Organizations- What do they look Like? Using Classroom
Data to Improve Student Achievement Ed Data California Department
of Education- STAR DataQuest Dynamic Indicators of Basic Early Literacy Skills (DIBELS) California High School Exit Exam for Mathematics & Support Resources
http://www.portical.org/cox1more.html
http://www.classroomdata.org
http://www.ed-data.k12.ca.us
http://star.cde.ca.gov/
http://data1.cde.ca.gov/dataquest/School
Profiler
http://schools.achievedata.com/schoolprofiler/
Free access to state-wide data reported on your school; very useful for
working on Single Plan for Student Achievement.
http://dibels.uoregon.edu/
The Dynamic Indicators of Basic Early Literacy Skills (DIBELS) are a
set of standardized, individually administered measures of early literacy
development. They are designed to be short (one minute) fluency measures
used to regularly monitor the development of pre-reading and early reading
skills.
http://www.cde.ca.gov/ta/tg/hs/mathrtq05.asp
Released items from the 2005 version of the high school exit exam including
student resources and answers.