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1
From Insight To Action:
Increasing Student Achievement Through Action Research
2
Objectives:
Participants will:
Align Action Research with National, State, and District professional development standards.
Identify three possible models of school-based Action Research.
Identify the steps of Action Research.
Analyze and discuss the benefits of Action Research.
Design an action plan for beginning an Action Research project.
Implement an Action Research project in their classrooms.
Share results of the Action Research project.
33
Introductions
Introduce yourself.
Why did you choose to attend this course?
44
Using one red dot per chart, indicate your current level of understanding on a scale of 1-10 for each key concept.
1 2 3 4 5 6 7 8 9 10
Consensogram
55
Use the following questions to analyze our consensogram data:
1. What question are we trying to answer?2. What can we tell from the data?3. What can we NOT tell from the data? What else might we
want to know?4. What good news is here for us to celebrate?5. What opportunities for improvement are suggested by the
data?
Adapted from Getting Excited About Data, Edie Holcombwww.corwinpress.com
Data Analysis
66
Issue Bin
Ensures all issues addressed
Minimizes interruptions
Anonymous
7
Anticipation GuideAnticipation Guide
An anticipation guide is a series of statements An anticipation guide is a series of statements that is connected to a certain text or professional that is connected to a certain text or professional development. The use of an anticipation guide development. The use of an anticipation guide can activate prior knowledge and allow the can activate prior knowledge and allow the learner to make predictions about the text or learner to make predictions about the text or professional development.professional development.
88
Please complete the Anticipation Guide on page 2.
99
Assessing Current Practices
How are you currently identifying students’ needs in your classroom, school, or district?
What current practices are you implementing to address students’ learning needs?
How are you determining the effectiveness of those practices?
Chart your answers.
Choose a spokesperson to report out to the whole group.
10
Why Action Research?
11
“You can either take action, or you can hang back and hope for a miracle. Miracles are great, but they are so unpredictable.”
~Peter Drucker
12
Alignment:
:National Staff Development CouncilEffective professional development impacts student learning.
•Results-based•Standards-driven•Job-embedded
Leadership: Requires skillful school and district leaders who guide continuous instructional improvement.
Data-Driven: Uses disaggregated student data to determine adult learning priorities, monitor progress, and help sustain continuous improvement.
Research-Based: Uses learning strategies appropriate to the intended goal.
Collaboration: Provides educators with the knowledge and skills to collaborate.
13
Alignment:
:FDOE Professional Development System Evaluation Protocol
1.4.4 Action Research
Action Research consists of a defined plan of study in which the teacher documents what changes will be made and collects formal data on the resulting changes in students.
14
Alignment:
:
District Strategic Plan
I. Systems of Teaching and Learning
Ensure that all instructional personnel and instructional administrators are fluent in the analysis of individual and collective student achievement data, including the effective use of such data in diagnosing student needs and in selectingappropriate instructional practices.
1515
“The idea of action research is that educational problems and issues are best identified and investigated where the action is; at the classroom and school level. By integrating research into these settings and engaging those who work at this level in research activities, findings can be applied immediately and problems solved more quickly” (Guskey, 2000, pg 46).
1616
“High quality professional development is essential for school systems to achieve their goals for student and staff performance” (Hirsch, 2004,).
“A school’s instructional capacity is enhanced when its programs for student and staff learning are coherent, focused on clear learning goals, and sustained over a period of time” (King & Newman, 2000,).
17
A Model of Professional Development
Action research is a model of professional development where educators study student learning related to their own teaching, a process that allows them to learn about their own instructional practices and to continue to improve student learning.
Action research is like looking into a mirror at oneself taking action (Schmuck, 1997).
Page 4
18
BenefitsWork is taking place closest to the problem
Collegial sharing
Uses continuous improvement principles and practices
Intrinsically rewarding
Acceptable delivery method for professional development
Provides personalized professional development
Inservice credit for research
Can be used for teacher Individual Professional Development Plan (IPDP)
1919
“Action research is planned inquiry – a deliberate search for truth, information, or knowledge” (Schmuck, 1997, pg 28).
“Action (teacher) research is a natural extension of good teaching. Observing students closely, analyzing their needs, and adjusting the curriculum to fit the needs of all students have always been important skills demonstrated by fine teachers” (Hubbard & Power, 1999, pg 3).
Page 4
2020
“Action research is a continuous and reflective process where educators make instructional decisions in their classroom based on student needs reflected by classroom data” (Project CENTRAL, 2004)
Page 5
2121
The primary goal of action research is to improve student learning by developing and refining the skill of teaching.
Page 4
2222
“Develop intellectual and emotional habits of critical reflection and action about one’s professional work, and recognize that the mark of a professional is exhibited in a sustained effort of self-improvement.” (Goodlad, 1998)
2323
“Quality learning for all students requires quality learning for all educators.” (Fullan, 1995)
2424
Jigsaw
• Group 1: Professional Development Through Action Research
• Group 2: Promoting Teacher Reflection Through Action Research: What Do Teachers Think?
• Group 3: Successful School Improvement Using Classroom Based Research
2525
Read assigned article and jot down 3-5 key ideas.
Discuss the article with your new group.
Return to your home group and share your 3-5 key ideas.
2626
Reflect/Share
How have the reading and discussions influenced your current thinking about action research?
How will you use some of this new information?
2727
Differences Between Action Research and Formal Research
Differences Between Action Research and Formal Research
From a website by Gwynn Mettetal Division of Education Indiana University South Bend http://mypage.iusb.edu/~gmetteta/Classroom_Action_Research.html
TOPIC FORMAL RESEARCH ACTION RESEARCH
Training needed by researcher
Extensive On own or with consultation
Goals of research
Knowledge that is generalizable
Knowledge to apply to the local situation
Method of identifying the problem to be studied
Review of previous research Problems or goals currently faced
Procedure for literature review
Extensive, using primary sources
More cursory, using secondary sources
Sampling approach
Random or representative sampling
Students or clients with whom they work
Research design Rigorous control, long time frame
Looser procedures, change during study; quick time frame; control through triangulation
Measurement procedures
Evaluate and pretest measures
Convenient measures or standardized tests
Data analysis Statistical tests; qualitative techniques
Focus on practical, not statistical significance; present raw data
Application of results
Emphasis on theoretical significance
Emphasis on practical significance
28
Types of Action Research
29
Individual
Collaborative
School – wide
Approaches to Action Research
3030
Individual
A teacher focuses on an area of concern in his or her classroom.
May receive support and guidance from colleagues, coaches, and/or outside support personnel from district, state, or university.
Page 6
3131
Individual
Focus on studying a problem or issue within a single classroom.
What impact will daily phonemic awareness activities have on my kindergarten students’ oral language development? (Kindergarten teacher)
How will using manipulatives affect my students’ ability to identify and extend patterns in mathematics? (Third Grade teacher)
3232
CollaborativeCo-teachers in one classroom instructing a specific group of students
A team of teachers focusing on a grade level issue
A teacher and district, educational agency, or university personnel learning and studying a particular instructional practice
A group of teachers in the same school studying the same instructional concern
Page 6
3333
Collaborative
Focuses on studying a problem or issue within one or more classrooms.
How will participating in additional and intensive instruction in phonemic awareness activities at least four times per week affect students with disabilities experiencing deficits in phonemic awareness? How will it affect their overall reading ability? (ESE Teacher & FDLRS HRD Specialist)
How will implementing “Organizing Together” a Strategic Instruction Model curriculum, affect 6th graders ability to come to class organized and prepared? (6th grade teachers in a middle school team)
Page 6
3434
School – wide
School reform initiative
All faculty members involved in studying a specific issue identified from school data
Support provided by knowledgeable staff on-site, and/or outside support personnel
Page 6
3535
School-wide
How can we teach our students to organize, analyze, synthesize, and interpret what they read?
(School-wide question)
How will modeling through read-alouds affect students’ abilities to organize, analyze, synthesize, and interpret what they read?
(Action research team question)
3636
A venue for sharing the action research process (topics, strategies, results, barriers, benefits, etc.)
A school or environment that fosters teacher learning, including professional development and coaching (lead coach or peer coach)
Planned time to re-analyze their action research
A supportive environment including administration
Adapted from Watson & Stevenson (1989) & McKay (1992)
Page 6
An environment that is most supportive of the action research process provides:
3737
Benefits of Action ResearchStudents
Student learning is being studied
Instructional practices are being designed to accelerate learning and build upon student knowledge
Close monitoring is occurring to ensure appropriate progress is being made
Adjustments in instruction are made when needed
3838
Benefits of Action ResearchTeachers
Improves professional practice through reflection and study
Develops a sense of ownership
Bridges learned knowledge into actual practice
Builds confidence as decision-makers and beliefs about curriculum and instruction
Encourages collaboration at many different levels
3939
Benefits of Action ResearchSchools
Improves student achievement because student learning needs are being addressed
Encourages learning communities
Fosters professional dialogue, learning, and researching
4040
Please complete the reflection activity on Page 8.
41
Getting Started
42
The Action Research Process
Action Research
Identifying a Classroom Problem
Developing & Implementing
an Action Research Plan
Collecting & Analyzing
Data
Using & Sharing Results
Page 5
43
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
PLAN
DO
STUDY
ACT
Formulate an Action Research question.
Design an Action Research plan.
4444
Please respond to the statements on page 10.
45
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
4646
Reflect on the need for Improvement
Data analysis
What’s working well?
What needs improvement?
How do you know?
4747
“Teachers who rush to complete the problem formulation stage are more likely to flounder in their later efforts, whereas teachers who take their time to reflect on and define their problem are more likely to pursue questions yielding meaningful results.~ Sagor, 1992
Page 9
4848
The purpose of the reflective interview is to enable teachers to get in touch with those core issues of practice that matter the most to them.
Choose a partner who will assist in discussing current challenges.
Each partner should list 3 challenges.
5 minutes.
(Adapted from Sagor, 1992)
Reflective Interview
4949
Circle of Concern
Circle of Influence
Adapted from Covey, 1989; FLaRE 2003
Circle of Influence
5050
Reflective Interview
With your interview partner, discuss whether your current concerns and challenges are within your circle of influence.
51
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
52
Action Research Plan Name(s): Action Research Question: Pose a question that will focus your study. Be sure to include what student learning will occur and what instructional practices will be implemented. Learning Outcomes: What specific student learning will occur?
Instructional Focus: Describe the specific instructional practice(s) that will be implemented and studied. Specify when and how the practices will be implemented.
Data Collection: Specify the data sources you will collect that are aligned to the problem. How often will you collect the data? Data Source 1: (What and How) Data Source 2: (What and How) Data Source 3: (What and How)
Support: What support will you need from your colleagues?
5353
Formulate an Action Research Question
Why might this be happening?
How could we change…?
Who might have more information?
What would happen if…?
5454
Posing a Research Question
A research question is a carefully formed question that will be answered by conducting action research. A good research question must have five specific characteristics:
Identify a desired change in student learningIdentify the population of studentsBe specific and measurableBe answerable in a reasonable amount of timeCannot be answered with a “yes” or “no” response
Page 24
5555
Desired Change
Specify the area of learning to improve or change
Avoid using improving test scores as the desired change. Tests should be a source of data to measure the desired change.
Non-example: How can teaching research-based metacognitive strategies in content classes improve FCAT scores?
Example: How will modeling and providing practice in research-based metacognitive strategies affect my US History students’ ability to monitor their comprehension when reading textbooks in content classes?
5656
Population of students
Specify “who” is being studied in your action research study.
Individual student
Group of students
Whole class
Grade level team
Whole school
***Add to your book after characteristic 1.Page 24
5757
Specific and measurable
Specific to student learning and the instructional practice that will be implemented
Guides the process of action research, so specificity is important
5858
Reasonable time frame
It’s important to pose a research question that can be studied and answered in a reasonable amount of time.
Remember to choose a topic of study that is important and attainable.
5959
Not a “yes” or “no” question
Begin with words such as “how”, “when”, or “why”
Worded to foster the inquiry process
“How will modeling through read alouds affect 7th grade students’ abilities to organize, analyze, synthesize, and interpret what they read?”
6060
Examples How will incorporating visible prompts and hands-on manipulatives into small group reading instruction affect Danny and Janice’s ability to hear and record sounds in words? (classroom)
How will modeling and facilitating dialogue techniques affect the focus and work of whole faculty study groups? (professional development)
6161
Read the following examples. Which ones are appropriate for an AR question?
Rewrite questions that do not meet the AR requirements in a way that they are acceptable.
6262
How will using Kagan Cooperative Learning techniques affect my 3rd grade students’ ability to understand multiplication facts?
Will using the LIPS program increase my students’ DIBELS scores?
How can I get my Social Studies students to read better?
Will using the Uncommon Friends curriculum make a difference in my classroom?
6363
Data analysis provides:
Insight
and
Questions
6464
Action
Answers!
Provides
65
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
66
Data Sources
6767
Choose Data Sources
What data best address the question?
Triangulation – use at least 3 sources of data.
What is your baseline data?
How will data be collected?
6868
Data SourcesIn your table group, make a list of data sources
available to you. For each source, consider:
Reliability
Frequency of collection
Ease of collection (who, time required)
6969
“Schools are naturally data-rich environments, and simply opening our eyes to some of the most frequently used and easily obtainable sources of data can make planning the data collection process much easier.” Sagor, 1992
Page 34
7070
“Using a variety of assessment tools and approaches gives us more confidence that decisions are based on accurate evidence” (National Council for Teachers of Mathematics).
Triangulation is a process of collecting multiple sources of data for every problem (phenomenon) or issue being studied (Sagor, 1992).
Page 34
7171
Observations
A form of assessment where teachers watch students and record the behaviors or action seen in qualitative (written) or quantitative (numerical) form.
Page 35
7272
ObservationsDetermine what to assess
Decide which students to observe
Decide how to record the information
Plan activities for students to perform while observingPage 35
7373
Observation record-keeping
Checklists
Anecdotal Records
Grids/Charts
7474
ChecklistsSpecify the event and tasks to check-off
Use notations that reflect whether the student was able to perform the specific objective(s)
Add brief notes if applicable
Can be used with an individual student, small group, or whole class
Page 35
7575
ChecklistDate:
11/5/03
Rhyme Identification
Rhyme Production
Carlos + + + + + +
Susan + + + - - +
Danny + + + + - +
7676
Anecdotal Records
Written narratives of teacher observations of their students
Can be documented on note cards, notebook paper, charts, etc.
Page 35
7777
Chart/Grid
Date: November 15, 2003 Class: Language Arts
Objective: Rhyme Production
Susan
0/2
“cat” “dog”
“sit” “down”
Danny
2/2
Carlos
0/2
No response
Carlos
2/2
Marquis
2/2
Kelly
2/2
7878
Interviews and Conversations
Questioning and listening to students can provide helpful information regarding students’ perceptions of their own learning and knowledge.
When interviewing or conversing with students, questions should be asked in an open-ended format to elicit responses other than “yes” or “no”.
Page 36
7979
Student WorkPowerful source of data
May include: writing samples
student journals
homework assignments
reports
performance tasks
artwork
Portfolios
Rubrics
8080
Portfolios
Collection and analysis of a series of individual student work over a period of time
Organized in a binder or notebook
Completed work samples used for assessment and/or evaluation purposes
8181
PortfoliosSamples of work may include (Harp 2000):
ReadingCopies of reading assessmentsReading logsReading journalAnecdotal recordsAudio tape of student’s reading
WritingEssays, reports, stories, letters, projects, poetryFinished pieces that illustrate ability to write in various genresSeveral drafts of a piece and a final versionPieces that illustrate a particular skill, such as staying on topic, providing supportive details, etc.
8282
Rubrics
A set of scoring guidelines for evaluating students’ work (Wiggins, 1998)
Scales that define levels of performance for specific tasks
Used to assess students’ performance based on a set of standards that communicate high, average, and low quality work
Continuous performance data can be collected over time to continuously monitor student performance
Page 38
8383
Grades, report cards, and cumulative records
Provide a history of students’ learning and schooling
Measure student progress as new documents become available
Include:student grades
discipline referrals
standardized test reports
past work samplesPage 40
8484
Criterion-Referenced Tests
Measure performance based on objective or criteria
Examples include: teacher-made tests published tests (curriculum or resources) curriculum-based assessments (Cool Tools) F-CAT SSS
Page 40
8585
Check Alignment
Learning outcomes, instructional focus, and data collection sources must be in alignment
8686
Discuss in your group:
Which sources have you used?
Which are the easiest to implement? The most difficult?
Which are the most reliable data sources? The least reliable?
87
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
8888
The action research plan is a backbone for the action research study – a skeletal frame on which to hang all emerging thoughts about the research question, data collection, and how to sustain the research.
~Hubbard & Power, 1999
Page 23
89
Action Research Plan ComponentsResearch Question
Learner Outcomes
Instructional Focus
Data Collection
Support
Implementation Schedule
Pages 23-27
9090
Design the Action Research Plan
How does this align with State/District/School goals?
Who will be involved?
What strategies/interventions will be used?
What are the action steps?
Who is responsible for each step?
9191
Design the Action Research Plan
Plan for evaluation
What results do you expect?
How will the results be measured?
What will be considered as adequate improvement?
9292
Pose the Research Question
Example:
How will using the Marzano strategy of Cues, Questions and Advance Organizers impact my students’ ability to comprehend literary passages?
9393
Define Learning Outcomes
Create goals for student learning that are attainable and within your sphere of influence
Outcomes should be specific and measurable
Align learning outcomes to classroom, district, and state curriculum goals and standards
9494
Choose an instructional focus
Consider strategies from variety of sourcesProfessional literatureProfessional developmentStudy groupColleagues
Choose a strategy to implement and study with the identified group of students
9595
Define data tools and collection methodsExample:
My three sources of data will be weekly quiz scores, chapter test scores, and quarterly exam scores.
Data will be collected by the teacher.
Data will also be recorded by students in their individual data folders.
9696
Decide what support is needed
What help do you need to implement the chosen strategy?
Professional development
Coaching
Observing another teacher
9797
Decide what support is needed
What help do you need with data collection?
Strategies
Data tools
People
9898
Examples of Support
Learning communities
Study groups
Coaching
Peer support
Team planning
Technology
Demonstrations and modeling
Mentor
9999
Set an Implementation Schedule
Timeline of activities within the phases of action research
ListsTasks to be completed
Beginning and ending dates for each task
Required resources
Pages 28-29
100
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
101101
Implement the Plan
Implement the action steps
Collect data
102102
Implement the instructional practices Consistently
With fidelity (as designed)
Monitor student results
Implement the Plan
103103
Review the sample action plan with a partner
How could you use this format in your school?
What changes would you make to the form?Pages 26-27
104104
Using one blue dot per chart, indicate your current level of understanding on a scale of 1-10 for each key concept.
Consensogram
1 2 3 4 5 6 7 8 9 10
105
+ ∆ Helpful Opportunities for improvement Appreciated Enjoyable
106
From Insight To Action:
Increasing Student Achievement Through Action Research
107
Objectives:
Participants will:
Align Action Research with National, State, and District professional development standards.
Identify three possible models of school-based Action Research.
Identify the steps of Action Research.
Analyze and discuss the benefits of Action Research.
Design an action plan for beginning an Action Research project.
Implement an Action Research project in their classrooms.
Share results of the Action Research project.
108108
What are your expectations for today?
As a table group, are there questions about the AR process?
What are your needs for the day?
Write one question or expectation per Post-it note.
Post your notes on the affinity diagram.
109109
Research Question Carousel
Write your proposed research question on a piece of chart paper, post it on the wall. Stand by your question.
Rotate to the question to your right.
Read the question, write comments or questions on the chart paper, below the Action Research question.
At the signal, rotate to the next posted question.
110110
As you read each question, consider:
Is it written as an open-ended question?
Does it target specific academic/social skills?
Does it specify the strategy (intervention) to be used?
Is it manageable?
111
Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
112112
Effective assessments should…Match what students have been studying
Focus on important content rather than trivia
Yield useful information, not just “scores”
Use clear and helpful criteria
Provide a complete picture of students’ learning and abilities
(NCTM, 2001)
113113
Assessment Quality ControlDo the assessment instruments and methods selected measure what you want to measure (validity)?
Are the assessment instruments and methods selected easy to administer and score consistently (reliability)?
Are the data collected from several sources, convincing, and thorough (triangulation)?
114114
Analyzing Classroom Data
Create an organization system for storing data (ex: binder with labeled tabs per data source)Plan time to periodically analyze the collected dataWhen analyzing the data, refer to the action research question. Does the collected data answer the research question?Look for central themes across the data and create a list of findings
115115
Please complete the reflection activity on
Page 44.
116116
Tracking Progress
Why use tools?
What tools are appropriate?
117117
Why use Quality tools? information.
Examples:Flowchart
Questionnaire
Check-sheet
Consensogram
Interview
To
118118
Why use Quality tools? information.
Examples:Run Chart
Bar Graph
Pareto Chart
Scatter Diagram
To
119119
Run Chart
Use to:
Monitor progress over time
Display data in simplest form
Run Chart: Percent of Students Scoring at Least 80% on Weekly Math Quiz
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Per
cen
t
120120
Run Chart
Hints:
•For class run chart, measure percentage of students meeting the standard each week.
•For personal run chart, chart each week’s score.
•Place a “control line” at your goal.
Class Run Chart: Percent of Students Scoring at Least 80% on Weekly Math Quiz
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Tes
t A
vera
ge
121121
Class Run Chart: Percent of Students Scoring at Least 80% on Weekly Math Quizzes
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Per
cen
t w
/ av
g.
of
at l
east
80%
Class Goal: By the end of 9 weeks, 100% of our class will score at least 80% on our weekly math
quizzes.
122122
Personal Run Chart: Score on Weekly Math Quizzes
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Tes
t A
vera
ge
Personal Goal: By the end of 9 weeks, I will score at least 80% on my weekly math quizzes.
123123
Run Chart: Number of Words Spelled Correctly on Weekly Quiz
140
145
150
155
160
165
170
175
180
1 2 3 4 5 6 7 8 9
Week
Nu
mb
er o
f w
ord
s
124124
Bar Graph
Use to:
Monitor progress
Compare progress of different groups
State Performance Grades: Sterling Demonstration Schools
0
1
2
3
4
GatewayElementary
N. Ft. MyersAcad. For the
Arts
Orange River TanglewoodElementary
Tropic IslesElementary
Lehigh AcresAcademy forthe Arts(K-8)
P. L. DunbarMiddle
Cypress LakeHigh
School
Gra
de
2002
2003
2004
2005
125125
Percent of students scoring at least 80% on Math Quizzes
0
10
20
30
40
50
60
70
80
90
100
Wk. 1 Wk. 2 Wk. 3 Wk. 4 Wk. 5 Wk. 6
1st period
2nd period
126126
Percent of Students Scoring at Least 80% on Math Quiz
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Perc
en
t o
f S
tud
en
ts
Goal: By the end of the first quarter, 100% of the students in our class will master math facts, as demonstrated by scoring at least 80% on our weekly math quiz.
127127
Math Quiz Scores
0
10
20
30
40
50
60
70
80
90
100
1 2 3 4 5 6 7 8 9
Week
Sco
re
Goal: I will score at least 80% on my weekly math quiz by the end of the first quarter.
128128
Scatter Diagram
Use to:
Confirm a relationship between two variablesTest for possible cause and effect
Scattergram: Quiz Average vs. Test Average
50
60
70
80
90
100
50 60 70 80 90 100
Test Average
Qu
iz A
vera
ge
129129
Scattergram: Quiz Average vs. Test Average
50
60
70
80
90
100
50 60 70 80 90 100
Test Average
Qu
iz A
vera
ge
130130
Number of Siblings vs. Grade Point Average
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
0 1 2 3 4 5 6 7
Siblings
GP
A
131131
Scattergram: Hours of Sleep vs Mistakes on Test
0
2
4
6
8
10
12
0 1 2 3 4 5 6 7 8 9 10
Hours of Sleep
Mis
take
s
132132
Item Analysis
Record missed questionsQuestion that was incorrect
Answer that was given
Look for patternsWas one question missed by a large percentage of students?
Was one incorrect answer chosen by a large percentage of students?
133133
Question Number Incorrect A Incorrect B Incorrect C Incorrect D Total123456789
1011121314151617181920
Total:
Percent:(# / Total Mistakes)
Item Analysis: Multiple Choice Assessment
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Question Number Incorrect A Incorrect B Incorrect C Incorrect D Total1 2 1 4 0 72 0 0 1 1 23 6 0 1 1 84 1 3 0 0 45 2 0 2 1 56 5 1 1 0 77 0 0 0 0 08 1 2 1 0 49 5 3 0 0 8
10 0 0 0 3 311 0 0 2 2 412 1 1 8 0 1013 2 0 1 3 614 0 0 1 1 215 0 1 0 1 216 0 0 0 0 017 3 0 0 2 518 0 0 2 0 219 0 1 2 3 620 2 1 0 0 3
Total # Each Mistake: 30 14 26 18 88
Item Analysis: Multiple Choice Assessment
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Question Number Subtraction Multiplication Decimal Other Total123456789
1011121314151617181920
Total # Each Mistake:
Percent:(# / Total Mistakes)
Item Analysis: Division Assessment
136136
Question Number Incorrect A Incorrect B Incorrect C Incorrect D Total1 3 1 1 0 52 0 0 1 1 23 0 8 1 1 104 1 1 0 0 25 2 0 2 1 56 2 1 1 0 47 0 0 0 0 08 1 2 1 0 49 5 3 0 0 8
10 0 0 0 3 311 0 0 1 2 312 1 1 8 0 1013 1 0 0 3 414 0 0 1 1 215 0 0 0 1 116 0 0 0 0 017 0 0 0 2 218 0 0 0 0 019 0 1 2 3 620 2 1 0 0 3
Total # Each Mistake: 18 19 19 18 74
Percent:(# / Total Mistakes) 24.32 25.68 25.68 24.32
Item Analysis: Division Assessment
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Pareto Chart
Use to:
Rank issues in order of occurrenceDecide which problems need to be addressed firstFind the issues that have the greatest impactMonitor impact of changes
Pareto Chart: Types of mistakes in Division Problems
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Incorrect multiplication Incorrect subtraction No decimal Other
MistakeP
erce
nt
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Cu
mu
lativ
e p
erce
nta
ge
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Pareto Chart
Pareto Chart: Types of mistakes in Division Problems
0
10
20
30
40
50
60
70
80
90
100
Incorrect multiplication Incorrect subtraction No decimal Other
Mistake
Pe
rce
nt
0
10
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Cu
mu
lati
ve
pe
rce
nta
ge
139139
Pareto Chart
Use the data provided to construct a Pareto Chart.
Write a SMART goal for the largest area of concern.
Develop an action plan based on the SMART goal.
Post your chart.
Choose a reporter to share your information.
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Action Plan Review:
Choose a partner.
Share your proposed action plan and timeline.
Discuss how you will collect data and monitor progress.
What suggestions do you have for your partner?
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Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
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Analyze and Share the Results
What do the data show?Was there improvement?Do all of the data sources show similar results?Share and discuss results.What conclusions may be drawn from your
research?
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Sharing Results
Format, Page 49, Improving Student Learning Through Classroom Action Research
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Reflect on the need for improvement.
Choose data sources.
Implement the AR plan.
Collect data.
Analyze and share the results.
Make improvements.
Steps to Action Research
Formulate an Action Research question.
Design an Action Research plan.
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Make Improvements
What could be improved?
Reflect on the need for improvement…
Address changes you would make in the “Taking Action” section.
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Using one blue dot per chart, indicate your current level of understanding on a scale of 1-10 for each key concept.
Consensogram
1 2 3 4 5 6 7 8 9 10
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Use the following questions to analyze our consensogram data:
1. What question are we trying to answer?2. What can we tell from the data?3. What can we NOT tell from the data? What else might we
want to know?4. What good news is here for us to celebrate?5. What opportunities for improvement are suggested by the
data?
Adapted from Getting Excited About Data, Edie Holcombwww.corwinpress.com
Data Analysis
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Between Now and Next Time…
Complete your action research project.
Call or E-Mail me for any help you may need.
Prepare your written AR report, bring to next meeting.
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+ ∆ Helpful Opportunities for improvement Appreciated Enjoyable
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From Insight To Action:
Increasing Student Achievement Through Action Research
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Objectives:
Participants will:
Share results of Action Research projects.
Share and discuss questions that came up during the Action Research projects.
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For those of you who watch what you eat, here's the final word on nutrition and health. It's a relief to know the truth after all the conflicting medical studies:
1. The Japanese eat very little fat and suffer fewer heart attacks than Americans.
2. Mexicans eat a lot of fat and suffer fewer heart attacks than Americans.
3. The Chinese drink very little red wine and suffer fewer heart attacks than Americans.
4. Italians drink excessive amounts of red wine and suffer fewer heart attacks than Americans.
5. Germans drink a lot of beer and eat lots of sausage and suffer fewer heart attacks than Americans.
CONCLUSION:
Eat and drink what you like. Speaking English is apparently what kills you.
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Sharing Results
What was your research question?
What type of data did you collect?
What methods of data collection did you use?
Did you make any adjustments along the way?
What was easiest? Most difficult?
Were there any surprises?
What was your greatest learning?
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Training Review
Review the training design with a partner.
Write any questions on a Post-it note.
Place Post-it notes on the affinity diagram.
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Practice
Work with a partner. Choose 1 section of the training to practice delivering.Take 30 minutes to prepare to deliver your section.
Both partners must present part of the section.Use any supplies you need.
Present your section.
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+ ∆ Helpful Opportunities for improvement Appreciated Enjoyable