Analyzing Quantitative Data
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Transcript of Analyzing Quantitative Data
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Analyzing Quantitative Data
Dr. Patricia Brady, Acting Director
Jason Swanson, Graduate Assistant
Illinois New Teacher Collaborative
at the University of Illinois at Urbana-Champaign
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Overview1. Introductions
2. Overview of research process
3. Activity #1: Reducing/summarizing data
4. Activity #2: summarizing, compiling, and interpreting data
5. Potential activity: designing a quantitative survey
6. Q&A on your own program
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Introductions
• Name • District / organization• Role• Something interesting about you
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
What is quantitative data?
• Numbers; anything that can be counted
• Benefits: easy to compare; can be persuasive
• Drawbacks: can only explain so much
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Types of quantitative data-collection instruments
• Surveys• Documents and artifacts• Classroom observations• Interviews
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Basic steps of an evaluation project
Identify the
problem
Create research questions
Plan steps
Collect data
Analyze data
Present data / write report
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Analyzing quantitative data• Reducing• Summarizing / compiling• Triangulating• Interpreting
Identify the problem
Create research questions
Plan steps Collect data Analyze data
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Activity #1: Reducing and summarizing data
For the research question: – Which survey items would you focus on?– Would you compare responses on two or
more items?– How might you summarize / organize the
data?– Could you triangulate?
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Activity #2: Summarizing/compiling data
• Research question: What factors are correlated with new teachers’ plans to remain in the classroom?
• Data charts:– CP2: How long do you plan to be a
classroom teacher?– SC1: School climate
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
How long respondent plans to be a classroom teacher
10 years + 3-9 years 2 years or less
Undecided Total
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Teachers in this school trust each other.
74 13 54 14 15 8 29 7 214Teachers trust the school administration
62 25 42 26 10 12 21 15 213
Chart 1
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
How long respondent plans to be a classroom teacher
10 years + 3-9 years 2 years or less
Undecided Total
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Agree / strongly agree
Disagree / strongly disagree
Teachers in this school trust each other.
35% 6% 25% 7% 7% 4% 14% 3% 100%
Teachers trust the school administration.
29% 12% 20% 12% 5% 6% 10% 7% 100%
Chart 2
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
How long respondent plans to be a classroom teacher
10 years + 3-9 years 2 years or less
Undecided
Agree ÷ disagree
Agree ÷ disagree
Agree ÷ disagree
Agree ÷ disagree
Teachers in this school trust each other.
5.7 3.9 1.9 4.1Teachers trust the school administration.
2.5 1.6 0.8 1.4
Chart 3
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Sample quantitative charts
• Research question: What factors are correlated with new teachers’ plans to remain in the classroom?
• Data charts:– CP2: How long do you plan to be a
classroom teacher?– Induction program supports
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher CollaborativeChart 4
How long respondent plans to be a classroom teacher
10+
3-9 2 or less
?
Orientation: attendance
Attended new teacher orientation 50 38 15 51Did not attend new teacher orientation 21 16 3 21
Orientation: value
New teacher orientation was valuable 34 26 10 29New teacher orientation was not valuable 15 13 6 22
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher CollaborativeChart 5
How long respondent plans to be a classroom teacher
10+ 3-9 2 or less
?
Orientation: attendance
Attended new teacher orientation 70% 70% 68% 71%Did not attend new teacher orientation 30% 30% 33% 29%
Orientation: value
New teacher orientation was valuable 71% 67% 50% 53%New teacher orientation was not valuable 29% 33% 50% 47%
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Quantitative data analysis activity #2
• Look over the charts– What correlations do you notice?– Are some charts more helpful than others?– How would you start answering the
research question?
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Your own research
• Find a new partner• Share some context about your
program and your role• Discuss the issues in your program• Plan what impacts you will investigate• Formulate a research question and
research strategies
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Case study: Hosta Grove
• Read through the case study• Select one research question• Create a quantitative survey (or other
data-collection instrument) • Decide when and how Hosta Grove
should use the instrument
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Case study: Hosta Grove (continued)
• Consider your data collection for Hosta Grove– What demographic data should you
collect?– Would you use any pre/post data?– Would you use control groups?– How would you ensure confidentiality?
College of EducationUniversity of Illinois at Urbana Champaign http://intc.education.illinois.edu/ 217-244-7389
Illinois New Teacher Collaborative
Contact information
Program Impact Evaluation Workbook
Free download from
intc.education.illinois.edu
Dr. Patricia Brady, Acting Director
217.244.7376; [email protected]
Jason Swanson, Graduate Assistant