Skip to Content
Analytics Stories
book

Analytics Stories

by Wayne L. Winston
September 2020
Beginner to intermediate
528 pages
12h 33m
English
Wiley
Content preview from Analytics Stories

CHAPTER 11Value-Added Assessments of Teacher Effectiveness

In 2010, the LA Times published ratings of teacher effectiveness based on student test scores. The Times ratings were an early example of value-added assessment (VAA). As shown in projects.latimes.com/value-added/teacher/rigoberto-ruelas/, Rigoberto Ruelas was rated a very poor math teacher. His colleagues, however, rated him a great teacher. Soon after the Times published the ratings, Ruelas committed suicide. We will never know for sure if the low rating and suicide were related, but this tragedy caused many to question the validity and usefulness of value-added modeling for rating teacher effectiveness.

In this chapter, we will explore the following techniques used to evaluate teachers based on test scores:

  • Simple gain score assessment
  • Covariate adjustment assessment
  • Layered assessment
  • Cross-classified constant growth assessment

Our discussion is primarily based on Edward W. Wiley's excellent guide to VAA, A Practitioner's Guide to Value-Added Assessment (nepc.colorado.edu/sites/default/files/Wiley_APractitionersGuide.pdf).

Simple Gain Score Assessment

Simple gain score assessment is based on relating the gain in a student's score to her teacher. An example is given in the worksheet Simple gain assessment of the workbook VAA.xlsx. Three fifth-grade teachers each have 30 students, and we are given each student's fourth- and fifth-grade test scores (using a percentile ranking from 1 to 100). Simple gain score ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

People Analytics For Dummies

People Analytics For Dummies

Mike West
Lean Analytics

Lean Analytics

Alistair Croll, Benjamin Yoskovitz

Publisher Resources

ISBN: 9781119646037Purchase book