blog posts and news stories

Determining the Impact of MSS on Science Achievement

Empirical Education is conducting an evaluation of Making Sense of SCIENCE (MSS) under an Investing in Innovation (i3) five-year validation grant awarded in 2014. MSS is a teacher professional learning approach that focuses on science understanding, classroom practice, literacy support, and pedagogical reasoning. The primary purpose of the evaluation is to assess the impact of MSS on teachers’ science content knowledge and student science achievement and attitudes toward science. The evaluation takes place in 66 schools across two geographic regions—Wisconsin and the Central Valley of California. Participating Local Educational Agencies (LEAs) include: Milwaukee Public Schools (WI), Racine Unified School District (WI), Lodi Unified School District (CA), Manteca Unified School District (CA), Turlock Unified School District (CA), Stockton Unified School District (CA), Sylvan Unified School District (CA), and the San Joaquin County Office of Education (CA).

Using a Randomized Control Trial (RCT) design, in 2015-16, we randomly assigned the schools (32 in Wisconsin and 34 in California) to receive the MSS intervention or continue with business-as-usual district professional learning and science instruction. Professional learning activities and program implementation take place during the 2016-17 and 2017-18 school years, with delayed treatment for the schools randomized to control, planned for 2018-19 and 2019-20.

Confirmatory impacts on student achievement and teacher content knowledge will be assessed in 2018. Confirmatory research questions include:

What is the impact of MSS at the school-level, after two years of full implementation, on science achievement in Earth and physical science among 4th and 5th grade students in intervention schools, compared to 4th and 5th grade students in control schools receiving the business-as-usual science instruction?


What is the impact of MSS on science achievement among low-achieving students in intervention elementary schools with two years of exposure to MSS (in grades 4-5) compared to low-achieving students in control elementary schools with business-as-usual instruction for two years (in grades 4-5)?

What is the impact of MSS on teachers’ science content knowledge in Earth and physical science compared to teachers in the business-as-usual control schools, after two full years of implementation in schools?

Additional exploratory analyses are currently being conducted and will continue through 2018. Exploratory research questions examine the impact of MSS on students’ ability to communicate science ideas in writing, as well as non-academic outcomes, such as confidence and engagement in learning science. We will also explore several teacher-level outcomes, including teachers’ pedagogical science content knowledge, and changes in classroom instructional practices. The evaluation also includes measures of fidelity of implementation.

We plan to publish the final results of this study in fall of 2019. Please check back to read the research summary and report.

2017-06-19

Determining the Impact of CREATE on Math and ELA Achievement

Empirical Education is conducting the evaluation of Collaboration and Reflection to Enhance Atlanta Teacher Effectiveness (CREATE) under an Investing in Innovation (i3) development grant awarded in 2014. The CREATE evaluation takes place in schools throughout the state of Georgia.

Approximately 40 residents from the Georgia State University (GSU) College of Education (COE) are participating in the CREATE teacher residency program. Using a quasi-experimental design, outcomes for these teachers and their students will be compared to those from a matched comparison group of close to 100 teachers who simultaneously enrolled in GSU COE but did not participate in CREATE. Implementation for cohort 1 started in 2015, and cohort 2 started in 2016. Confirmatory outcomes will be assessed in years 2 and 3 of both cohorts (2017 - 2019).

Confirmatory research questions we will be answering include:

What is the impact of one-year of exposure of students to a novice teacher in their second year of teacher residency in the CREATE program, compared to the Business as Usual GSU teacher credential program, on mathematics and ELA achievement of students in grades 4-8, as measured by the Georgia Milestones Assessment System?

What is the impact of CREATE on the quality of instructional strategies used by teachers, as measured by the Teacher Assessment of Performance Standards (TAPS) scores, at the end of the third year of residency, relative to the business as usual condition?

What is the impact of CREATE on the quality of the learning environment created by teachers, as measured by Teacher Assessment of Performance Standards (TAPS) scores, at the end of the third year of residency, relative to the business as usual condition?

Exploratory research questions will address additional teacher-level outcomes including retention, effectiveness, satisfaction, collaboration, and levels of stress in relationships with students and colleagues.

We plan to publish the results of this study in fall of 2019. Please check back to read the research summary and report.

2017-06-06

Carnegie Summit 2017 Recap

If you’ve never been to Carnegie Summit, we highly recommend it.

This was our first year attending Carnegie Foundation’s annual conference in San Francisco, and we only wish we had checked it out sooner. Chief Scientist Andrew Jaciw attended on behalf of Empirical Education, and he took over our twitter account for the duration of the event. Below is a recap of his live tweeting, interspersed with additional thoughts too verbose for twitter’s strict character limitations.

Day 1


Curious about what I will learn. On my mind: Tony Bryk’s distinction between evidence-based practice and practice-based evidence. I am also thinking of how the approaches to be discussed connect to ideas of Lee Cronbach - he was very interested in timeliness and relevance of research findings and the limited reach of internal validity.

I enjoyed T. Bryk’s talk. These points resonated.


Improvement Science involves a hands-on approach to identifying systemic sources of predictable failure. This is appealing because it puts problem solving at the core, while realizing the context-specificity of what will actually work!

Day 2

Jared Bolte - Great talk! Improvement Science contrasts with traditional efficacy research by jumping right in to solve problems, instead of waiting. This raises an important question: What is the cost of delaying action to wait for efficacy findings? I am reminded of Lee Cronbach’s point: the half-life of empirical propositions is short!



This was an excellent session with Tony Bryk and John Easton. There were three important questions posed.



Day 3

Excited to Learn about PDSA cycles





2017-04-27

Presenting at AERA 2017

We will again be presenting at the annual meeting of the American Educational Research Association (AERA). Join the Empirical Education team in San Antonio, TX from April 27 – 30, 2017.

Research Presentations will include the following.

Increasing Accessibility of Professional Development (PD): Evaluation of an Online PD for High School Science Teachers
Authors: Adam Schellinger, Andrew P Jaciw, Jenna Lynn Zacamy, Megan Toby, & Li Lin
In Event: Promoting and Measuring STEM Learning
Saturday, April 29 10:35am to 12:05pm
Henry B. Gonzalez Convention Center, River Level, Room 7C

Abstract: This study examines the impact of an online teacher professional development, focused on academic literacy in high school science classes. A one-year randomized control trial measured the impact of Internet-Based Reading Apprenticeship Improving Science Education (iRAISE) on instructional practices and student literacy achievement in 27 schools in Michigan and Pennsylvania. Researchers found a differential impact of iRAISE favoring students with lower incoming achievement (although there was no overall impact of iRAISE on student achievement). Additionally, there were positive impacts on several instructional practices. These findings are consistent with the specific goals of iRAISE: to provide high-quality, accessible online training that improves science teaching. Authors compare these results to previous evaluations of the same intervention delivered through a face-to-face format.


How Teacher Practices Illuminate Differences in Program Impact in Biology and Humanities Classrooms
Authors: Denis Newman, Val Lazarev, Andrew P Jaciw, & Li Lin
In Event: Poster Session 5 - Program Evaluation With a Purpose: Creating Equal Opportunities for Learning in Schools
Friday, April 28 12:25 to 1:55pm
Henry B. Gonzalez Convention Center, Street Level, Stars at Night Ballroom 4

Abstract: This paper reports research to explain the positive impact in a major RCT for students in the classrooms of a subgroup of teachers. Our goal was to understand why there was an impact for science teachers but not for teachers of humanities, i.e., history and English. We have labelled our analysis “moderated mediation” because we start with the finding that the program’s success was moderated by the subject taught by the teacher and then go on to look at the differences in mediation processes depending on the subject being taught. We find that program impact teacher practices differ by mediator (as measured in surveys and observations) and that mediators are differentially associated with student impact based on context.


Are Large-Scale Randomized Controlled Trials Useful for Understanding the Process of Scaling Up?
Authors: Denis Newman, Val Lazarev, Jenna Lynn Zacamy, & Li Lin
In Event: Poster Session 3 - Applied Research in School: Education Policy and School Context
Thursday, April 27 4:05 to 5:35pm
Henry B. Gonzalez Convention Center, Ballroom Level, Hemisfair Ballroom 2

Abstract: This paper reports a large scale program evaluation that included an RCT and a parallel study of 167 schools outside the RCT that provided an opportunity for the study of the growth of a program and compare the two contexts. Teachers in both contexts were surveyed and a large subset of the questions are asked of both scale-up teachers and teachers in the treatment schools of the RCT. We find large differences in the level of commitment to program success in the school. Far less was found in the RCT suggesting that a large scale RCT may not be capturing the processes at play in the scale up of a program.

We look forward to seeing you at our sessions to discuss our research. You can also view our presentation schedule here.

2017-04-17

SREE Spring 2017 Conference Recap

Several Empirical Education team members attended the annual SREE conference in Washington, DC from March 4th - 5th. This year’s conference theme, “Expanding the Toolkit: Maximizing Relevance, Effectiveness and Rigor in Education Research,” included a variety of sessions focused on partnerships between researchers and practitioners, classroom instruction, education policy, social and emotional learning, education and life cycle transitions, and research methods. Andrew Jaciw, Chief Scientist at Empirical Education, chaired a session about Advances in Quasi-Experimental Design. Jaciw also presented a poster on developing a “systems check” for efficacy studies under development. For more information on this diagnostic approach to evaluation, watch this Facebook Live video of Andrew’s discussion of the topic.

Other highlights of the conference included Sean Reardon’s keynote address highlighting uses of “big data” in creating context and generating hypotheses in education research. Based on data from the Stanford Education Data Archive (SEDA), Sean shared several striking patterns of variation in achievement and achievement gaps among districts across the country, as well as correlations between achievement gaps and socioeconomic status. Sean challenged the audience to consider how to expand this work and use this kind of “big data” to address critical questions about inequality in academic performance and education attainment. The day prior to the lecture, our CEO, Denis Newman, attended a workshop lead by Sean and colleagues that provided a detailed overview of the SEDA data and how it can be used in education research. The psychometric work to generate equivalent scores for every district in the country, the basis for his findings, was impressive and we look forward to their solving the daunting problem of extending the database to encompass individual schools.

2017-03-24

Pittsburgh Public Schools Uses 20 New Content Suite Videos


In June 2015, Pittsburgh Public Schools began using Observation Engine for calibration and training their teacher evaluators. They were one of our first clients to use the Content Suite to calibrate and certify classroom observers.

The Content Suite contains a collection of master scored videos along with thoughtful, objective score justifications on all observable elements of teaching called for by the evaluation framework used in the district. And it includes short video clips focused on one particular aspect of teaching. The combination of full-length and short clips makes it possible to easily and flexibly set up practice exercises, collaborative calibration sessions, and formal certification testing. Recently, we have added 20 new videos to the Content Suite collection!

The Content Suite can be used with most frameworks, either as-is or modified to ensure that the scores and justifications are consistent with the local context and observation framework interpretation. Observation Engine support staff will work closely with each client to modify content and design a customized implementation plan that meets the goals of the school system and sets up evaluators for success. For more information about the Content Suite, click here.

2016-11-10

Report of the Evaluation of iRAISE Released

Empirical Education Inc. has completed its evaluation (read the report here) of an online professional development program for Reading Apprenticeship. WestEd’s Strategic Literacy Initiative (SLI) was awarded a development grant under the Investing in Innovation (i3) program in 2012. iRAISE (internet-based Reading Apprenticeship Improving Science Education) is an online professional development program for high school science teachers. iRAISE trained more than 100 teachers in Michigan and Pennsylvania over the three years of the grant. Empirical’s randomized control trial measured the impact of the program on students with special attention to differences in their incoming reading achievement levels.

The goal of iRAISE was to improve student achievement by training teachers in the use of Reading Apprenticeship, an instructional framework that describes the classroom in four interacting dimensions of learning: social, personal, cognitive, and knowledge-building. The inquiry-based professional development (PD) model included a week-long Foundations training in the summer; monthly synchronous group sessions and smaller personal learning communities; and asynchronous discussion groups designed to change teachers’ understanding of their role in adolescent literacy development and to build capacity for literacy instruction in the academic disciplines. iRAISE adapted an earlier face-to-face version of Reading Apprenticeship professional development, which was studied under an earlier i3 grant, Reading Apprenticeship Improving Secondary Education (RAISE), into a completely online course, creating a flexible, accessible platform.

To evaluate iRAISE, Empirical Education conducted an experiment in which 82 teachers across 27 schools were randomly assigned to either receive the iRAISE Professional Development during the 2014-15 school year or continue with business as usual and receive the program one year later. Data collection included monthly teacher surveys that measured their use of several classroom instructional practices and a spring administration of an online literacy assessment, developed by Educational Testing Service, to measure student achievement in literacy. We found significant positive impacts of iRAISE on several of the classroom practice outcomes, including teachers providing explicit instruction on comprehension strategies, their use of metacognitive inquiry strategies, and their levels of confidence in literacy instruction. These results were consistent with the prior RAISE research study and are an important replication of the previous findings, as they substantiate the success of SLI’s development of a more accessible online version of their teacher PD. After a one-year implementation with iRAISE, we do not find an overall effect of the program on student literacy achievement. However, we did find that levels of incoming reading achievement moderate the impact of iRAISE on general reading literacy such that lower scoring students benefit more. The success of iRAISE in adapting immersive, high-quality professional development to an online platform is promising for the field.

You can access the report and research summary from the study using the links below.
iRAISE research report
iRAISE research summary

2016-07-01

Five-year evaluation of Reading Apprenticeship i3 implementation reported at SREE

Empirical Education has released two research reports on the scale-up and impact of Reading Apprenticeship, as implemented under one of the first cohorts of Investing in Innovation (i3) grants. The Reading Apprenticeship Improving Secondary Education (RAISE) project reached approximately 2,800 teachers in five states with a program providing teacher professional development in content literacy in three disciplines: science, history, and English language arts. RAISE supported Empirical Education and our partner, IMPAQ International, in evaluating the innovation through both a randomized control trial encompassing 42 schools and a systematic study of the scale-up of 239 schools. The RCT found significant impact on student achievement in science classes consistent with prior studies. Mean impact across subjects, while positive, did not reach the .05 level of significance. The scale-up study found evidence that the strategy of building cross-disciplinary teacher teams within the school is associated with growth and sustainability of the program. Both sides of the evaluation were presented at the annual conference of the Society for Research on Educational Effectiveness, March 6-8, 2016 in Washington DC. Cheri Fancsali (formerly of IMPAQ, now at Research Alliance for NYC Schools) presented results of the RCT. Denis Newman (Empirical) presented a comparison of RAISE as instantiated in the RCT and scale-up contexts.

You can access the reports and research summaries from the studies using the links below.
RAISE RCT research report
RAISE RCT research summary
RAISE Scale-up research report
RAISE Scale-up research summary

2016-03-09

Evaluation Concludes Aspire’s PD Tools Show Promise to Impact Classroom Practice

Empirical Education Inc. has completed an independent evaluation (read the report here) of a set of tools and professional development opportunities developed and implemented by Aspire Public Schools under an Investing in Innovation (i3) grant. Aspire was awarded the development grant in the 2011 funding cycle and put the system, Transforming Teacher Talent (t3), into operation in 2013 in their 35 California schools. The goal of t3 was to improve teacher practice as measured by the Aspire Instructional Rubric (AIR) and thereby improve student outcomes on the California Standards Test (CST), the state assessment. Some of the t3 components connected the AIR scores from classroom observations to individualized professional development materials building on tools from BloomBoard, Inc.

To evaluate t3, Empirical principal investigator, Andrew Jaciw and his team designed the strongest feasible evaluation. Since it was not possible to split the schools into two groups by having two versions of Aspire’s technology infrastructure supporting t3, a randomized experiment or other comparison group design was not feasible. Working with the National Evaluation of i3 (NEi3) team, Empirical developed a correlational design comparing two years of teacher AIR scores and student CST scores; that is, from the 2012-13 school year to the scores in the first year of implementation, 2013-14. Because the state was in a transition to new Common Core tests, the evaluation was unable to collect student outcomes systematically. The AIR scores, however, provided evidence of substantial overall improvement with an effect size of 0.581 standard deviations (p <.001). The evidence meets the standards for “evidence-based” as defined in the recently enacted Every Student Succeeds Act (ESSA), which requires, at the least, that the test of the intervention “demonstrates a statistically significant effect on improving…relevant outcomes based on…promising evidence from at least 1 well designed and well-implemented correlational study with statistical controls for selection bias.” A demonstration of promise can assist in obtaining federal and other funding.

2016-03-07

Meeting Long-time Friends and New Partners at #i3PD2015

Empirical sent five staff members to the Invest in Innovation (i3) Project Director’s meeting in Washington to support the five i3 evaluations we are currently conducting. Denis Newman, Andrew Jaciw, Jenna Zacamy, Megan Toby and Adam Schellinger. The meetings were filled with formal and informal meetings with partners, members of the i3 technical assistance teams, and old friends. Projects we are currently evaluating are RAISE, Aspire Public Schools, iRAISE, Making Sense of Science, and CREATE. We are currently at work on proposals for the 2016 round of awards.

2015-06-10
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