harnessing the power of research to inform data …...1 5 1 5 1 5 please contact us don fraynd, phd...
TRANSCRIPT
The Educator’s Professional Inventory
Harnessing the Power of Research to Inform Data-Driven Hiring and Increase
Student Achievement
A (R)evolution Created to Transform the Way You Hire
Recent research has made it possible to create a tool that predicts the impact that a teacher candidate will have on student achievement.
Teachers Are the Most Important Factor
• Yet very little effort has been placed into making sure they are hired with scientific precision.
• Can you predict teacher candidate performance? Yes!
• EPI is the first and only comprehensive tool that predicts the impact that teachers will have on student achievement. And, because of advanced machine learning capabilities, it gets better and better the longer it is in use.
It’s Time for a Change
Linking the Human Capital Chain
Meta-Analysis of Hundreds of Studies An in-depth review of the literature yields four areas that matter most.
Our Research Consortium
CA
UT
NE
KS
MN
ILIN
KY
OH
PA
ME
FL
SCAR
LA
AZ
WI
DI STRI CT TYPE
Red = Urban
Blue = Suburban
Green = Rural
TYPE OF SCHOOL
Char ter School
Publ ic School
Size of shape indicates research sample size.
TeacherMatch Nationwide Research Sample deliberately varied by location, school type, size, and demographics.
Automating Sophisticated Analytics
Hierarchical Linear Modeling: Indicates which items on the EPI are most predictive of student growth.
Technology Platform: Uses HLM and VAM results to deliver the EPI to assess candidates and report on their results.
Value-Add Modeling: Used as a Dependent Variable in our HLM model; our operational definition of “teacher effectiveness.”
EPI is truly an inter-disciplinary undertaking. We bring together specialists from multiple fields who normally do not dialogue.
The System Learns Over Time
The addition of SEM along with R on the technology side will enable a Computer Adaptive Test (CAT) that will allow for a real-time EPI that is context specific right down to the school and classroom level.
Hierarchical Linear Modeling
Technology Platform
Value-Add Modeling
Adaptive EPI
Structural Equation Modeling
National Teacher
E ectiveness Research
Highly Predictive
I tems
EPI
EPI- Résumé
- Candidate Portfolio of Credentials
- Base I nventory
- Candidate Grid
- Professional Development Report
Over Time,
Observed Teacher
E ectiveness,
As Compared to
EPI Results
Over Time,
Disti llation of the
Most Predictive Domains
and Subdomains for
Teacher Success by
School/ Distr ict
Organized,
Highly-Predictive
Teacher Candidate
Data
EPI
Candidate
Selection
Factors
SampleLesson
PhoneScreen ReferencesI nterview
4 Domains of I nquiry:
Teaching Ski l l, Quali cations,
Cognit ive Abi l i ty, Att i tudinal Factors
Candidate
EPI Results
PredictiveAnalytics
EPI Is Artificially Intelligent Research in Action
Candidate Grid = Actionable & Fast Now you can interview only the candidates most likely to be an effective teacher.
Translating Score to Likelihood of Student Growth Value-Add Modeling (VAM) removes factors that are not under the teacher’s control.
VAM Distribution Think of this as a distribution of teachers’ ability to deliver student growth.
Professional Development Profile (PDP) Uses evidence-based EPI results to customize a PD report.
Normal Student Growth
Impact of Scientifically Based Hiring Over Time
Impact of Scientifically Based Hiring Over Time
The Science + Art of Hiring Excellent Teachers
Healthy Pool
of Applicants
Predictive Screening
(EPI)
Strong Pool of
Qualified Candidates
Rigorous Job Order
Management Superior Hired
Pool
Analytics
1 2 3
4
5
TeacherMatch delivers one
glance analytics and actionable
insights on all vital steps of
hiring excellence so decision
makers can focus on key issues
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Benchmarking &
Feedback for
Continuous
Learning
TeacherMatch Mosaic Delivers One Glance Actionable Insights At Your
Fingertips
High EPI Candidates which need to be addressed quickly
Job Orders that are not getting any quality candidates
..And Key Drill Down Insights Out of the Box
All Job Orders
By Cert i f ication
By # of Openings
By Schools
Search
By Cert i f ication
By # of Openings
By Distr ict
By Schools
Search
By EPI
By Cert i f ication
By Education
By Geography
Search
Al l Appl icants
Al l Hi res
By EOEC
Search
By
Geography
By EPI
By Education
By
Cert i f ication
By Col lege
My Default Feed
Candidates Only in
Feed
Jobs Only in Feed
Select Al l
Candidates
Select Al l Jobs
Search Feed
Single click status management
for workflow management and reporting
Hiring Velocity
A List
Round 2
Check References
Message Notes Save Share
Kelly Buffet EPI Norm: 85
Applied On: June 12, ‘13
Contacted: Yes (Name)
Certifications:
BS (College Name) ’91/4.0
Physics
MS (College Name) ’96/4.0
Physics
Improved Candidate Grid Deliver Norm Rankings Along With Full Suite of Decision
Making Tools For Single Point Command and Control for a Job
View total # of Jobs applied at your District + other jobs (but not details of those jobs)
Candidate bio and other portfolio data
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Capture and Track Messages/Notes/Phone Calls
2013
August 12
August 6
2012
Rita,
please look at his cover letter. He has lots of progressive ideas. Have spoken
with him and would like him to come in for a mock class.
Melinda
Hi Tim,
We are reaching out to schedule a phone conversation with you. Are you
available on August 12 at 10 am Central?
Heather
August 12
August 6
Spoke to Adam for 30 minutes. Quite an impressive candidate. Details notes
are attached here. We need to get him in.
Melinda
✓ Applied
Hiring Vetting Interview Screening
✓
✓ ✓ ✓
Interview 1
Interview 2
Interview 3
EPI/PD/Resu
me Review
Phone
Interview Group
Interview
H Hired
D
Removed
References
Checked
Mock Class
Sessions
In-Person
Interview(s)
R
Rejected
PD
Review/Fee
dback Formal
Offer
Made
Declined
X W
Withdrawn By Applicant
Design Your Own Process and We Will Deliver Cutting Edge Analytics for Process
Excellence
✓ Applied
Hiring Vetting Interview Screening
✓
✓ ✓ ✓
Interview 1
Interview 2
Interview 3
EPI/PD/Resu
me Review
Phone
Interview Group
Interview
H Hired
D
Removed
References
Checked
Mock Class
Sessions
In-Person
Interview(s)
R
Rejected
PD
Review/Fee
dback Formal
Offer
Made
Declined
X W
Withdrawn By Applicant
Checklist At Each Vital Step to Capture the Rationale for Moving The Candidate
To Next Stage..Configurable for Flexibility And Speed
Candidate Competency Checklist
Breadth of Skills
Experience
Subject Matter Knowledge
Leadership
Communication skills
References
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Please Contact Us
Don Fraynd, PhD CEO [email protected]
773-655-8806
We would welcome the opportunity to continue the discussion!