MSP Papers on Evidence-Based Design and Outcomes: A dynamically generated bibliography of MSP authored papers
Abstract
The MSP Program supports research that is based on evidence. Below you will find a dynamically generated bibliography of papers relating to evidence-based design and outcomes, drawn from papers authored by the MSPs, which you can view with or without abstracts. This will automatically update as new papers are added to the MSpnet library. We invite you use this list as you contribute to the literature on evidence-based design and outcomes.91 documents as of 07/22/2019
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
This paper recognizes this potential bias and provides a method for correcting the non-random selection into the program. The correction offered in this paper is complicated by the fact that teaching effectiveness can be measured only partially with observable factors. By estimating the contribution of unobservable factors on a teacher's own past effectiveness, we find that this particular program, through targeting poor performing districts, succeeded in attracting the weakest teachers into the professional development activities. Controlling for this, the professional development program shows positive effects. This paper provides a road map for future evaluations not only of this program but other teacher professional development training programs in which selection of teachers is likely to be non-random and often based on unobservable teacher effectiveness. Only with evaluation replication for a variety of programs can policy advice about designing future professional development be offered.
NOTE: This resource is published on the Evaluation Review web site. The link above will take you to an abstract page. To view the full-text for this article, you will need to either sign-in to Evaluation Review with the appropriate membership or purchase this article.
"The research and evaluation theme of this proposal from the Mathematical ACTS MSP project at the University of California-Riverside is evidence-based design for facilitating teacher change. Using the project's logic model this paper will begin with an overview of its activities, intended outcomes, and evaluation design. The remainder of the paper will focus on the development, training and administration, and results from an observation instrument used to assess the classroom practices of teachers who participated in Mathematical ACTS professional development and follow-up support over the previous school year, as well as the practices of comparison group teachers. The role of this assessment in the project's evidence-based design will also be explained.
Specifically, the paper will describe: the project's decision to create an observation instrument rather than use one of several existing instruments, the collaborative development process involving core team members, training of observers, procedures for establishing inter-rater reliability, the use of the instrument, analyses conducted and lessons learned for this pilot year.
Preliminary findings from the observations will compare Mathematical ACTS participants and non-participants. Interpretation of these findings will be discussed, along with anticipated further analyses. The paper will conclude with a discussion of issues and challenges, plans for observations to be conducted in the 2005-06 school year, and commentary on this assessment's role in providing evidence for the effectiveness of Mathematical-ACTS."
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
The case studies are intended to study the effects of SCALE on district policy and organization, especially instructional guidance. (See Appendix A. for description of the SCALE research and evaluation). This is an area "downstream" from the focus of the Building a Partnership (BP) team, which examines partnership dynamics and the formation of partnership initiatives. And it is "upstream" from the focus of targeted studies and indicators, which examine outcomes of SCALE interventions on instruction and student achievement. Like BP, the case studies use mainly qualitative methods in tracking organizational change and dynamics, but like targeted studies and indicators, they are mainly concerned with effects inside the partner school districts."
The paper and its accompanying slides are both available in PDF format. Click on the file links above.
"(a) provide guidance for evaluation planning and evaluation activities to NSF's MSP projects and other projects, and to groups submitting proposals to NSF programs;
(b) have a consistent framework by which to assess project-level evaluation; and
(c) develop a document about project-level evaluation, grounded in the expertise and experience of the scholarly community having that expertise."
..."This document includes the following major sections:
(a) A statement about high quality evidence of project effectiveness and efficiency.
(b) A description of the DIO [Design-Implementation-Outcomes] Cycle of Evidence as a guiding framework for planning, gathering, and using evidence.
(c) The relationship of the DIO Cycle of Evidence to other frameworks used in evaluating projects.
(d) The role of context in establishing evidence of project effectiveness.
(e) Resources to help projects learn more about planning, gathering, and using evidence.
(f) A glossary of terms and abbreviations used throughout this document. (g) Appendices that contain supplemental resources."
- K-12 District Survey;
- Survey for Partnership Projects;
- IHE survey; and IHE participant survey.
"The National Science Foundation (NSF) has released its second national impact report for the NSF Math and Science Partnership (MSP) program, which was established in 2002 to integrate the work of higher education with K-12 to strengthen and reform mathematics and science education. The document identifies progress on improving teacher quality, quantity and diversity; developing challenging courses and curricula; emphasizing evidence-based design and outcomes; and promoting institutional change. The report highlights examples of partnerships at all levels of education in communities across the country, and includes examples of positive impacts for students and benefits of professional development for teachers." Related Document: MSP Impact Report, Jan. 2007
Related Case Studies:
- Introduction
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
Each attempt to estimate the impact of the MMP on teachers and students, however, share a common, underlying hypothesis: MMP activities, e.g., teacher professional development are impacting teacher mathematical knowledge for teaching (MKT), which is in turn impacting classroom practice, leading to improved student achievement. This paper steps away from the prior HLM analyses and explores these relationships using structural equation modeling techniques.
The path model proposed by this paper hypothesizes relationships between teacher education, teacher experience, professional development hours, mathematical knowledge for teaching (MKT), classroom practice, and student achievement (see Figure 1). We hypothesize that education, experience, and professional development hours are predictors of MKT and classroom practice. We further hypothesize that MKT and classroom practice are predictors of student achievement.
Given the exploratory nature of this work, the purpose of this paper is to present the results from an initial attempt to apply path analysis techniques to the problem of linking MMP activities to teacher performance and student achievement. We expect this work will be refined in the remaining years of the MMP evaluation. As such, in addition to presenting the results from this work, recommendations for improving the path model, as well as the implications of this work for evaluation are offered.
"The purpose of this paper is to illustrate the use of evidence collected though an online instructional log system in the evaluation of a Math and Science Partnership (MSP). The Design, Implementation, Outcome (DIO) cycle for the use of evidence that has been identified by the Building Evaluation Capacity project (Callow-Heusser, 2005) provides a helpful framework for the paper. The online log system was developed to support teachers involved in the MSP's elementary grades program. The log system has been used for several purposes:
- To support the design of the program;
- As a tool for teacher reflection;
- For communication with the project; and
- To collect evidence regarding the implementation and outcomes of the program.
That evidence, as the DIO cycle suggests, has in turn been used to reconsider and modify the design of the program as the partnership has moved forward during its first three years. The paper begins with background information on the Indiana University-Indiana Mathematics Initiative Partnership, followed by a description of the online instructional log system. The next two sections illustrate: (1) how the partnership has used evidence from the logs about implementation to make modifications and decisions about its design, and (2) preliminary evidence of outcomes and impacts that can be gleaned from the logs. The conclusion summarizes lessons learned about using the online log system in the evaluation of the MSP."
Using data from students, teachers, and schools participating in a large study of comprehensive school reform, and using novel measures that capture both common and specialized mathematical knowledge for teaching, we explore the degree to which teachers' mathematical knowledge contributes to gains in student achievement. We find a positive effect of teacher mathematical knowledge on first and third graders' gain scores. We investigate the linearity of this relationship, discuss other findings from our models, and suggest implications for policy, professional development, and further research."
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
Visit Related Discussion: Creating Claim-Based Structured Abstracts for Education Research
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
...
As part of the NRC's commitment to develop a summative evaluation, in addition to a formative evaluation for this project, our RETA project is collaborating with a University System of Maryland's (USM) MSP project that is looking broadly at how the knowledge and understandings gleaned from the MSP projects become embedded in the culture of higher education. The USM's CASHE (Change and Sustainability in Higher Education) project is examining institutional change in higher education that has come about as a result of the MSP national effort (see description below). Current plans for conducting this summative evaluation are detailed below."
- The focus:
- Did our research design produce student achievement results above those expected from no additional activity?
- Did a focus on TEXTEAMS with teacher follow-up produce higher mathematics achievement?
- Does the data support these assumptions?
Results from the first four years of focused professional development offered to the mathematics teachers of the partners have been examined. Offerings were based on the Texas Teachers Empowered for Achievement in Mathematics and Science (TEXTEAMS) and the Texas Essential Knowledge and Skills (TEKS). In addition to the workshops, the AIMS Mathematics Specialists have provided coaching, mentoring, lesson modeling, curriculum alignment, lesson planning, teaching strategies, and learning styles. Grade specific sessions have been offered to improve workshop application and adaptations.
Preliminary data indicates increases in the Texas Assessment of Knowledge and Skills (TAKS) percentage passing as well as in actual numbers of students passing at the met standard percentage. Passing percentages from area districts and the region have been examined to determine the effects of the focus professional development. The panel recommendation passing percentages were collected to provide a common passing score basis for all years.
Comparisons of Year One and Year Four data indicates all partner districts increased in passing percentages ranging from 8% to 24% for the sum of all grades tested. Only two districts had decreases when examining individual grade level percentages. Individual details will be provided in tables. Each district's data allows the cohorts of students to be followed as they move from grade to grade. The overall trend appears to be increases in the numbers passing, the percent passing, or in both. Enrollment in Algebra I, Geometry, Algebra II, and all pre-calculus courses (pre-calculus, statistics, etc.) has increased. Because of the amount of data, details and data tables will be provided in the full paper.
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The Oregon Mathematics Leadership Institute
"Schools are gathering more and more data, but having data available does not mean the data are used to guide instructional improvement. Many schools lack the process to connect the data they have with the results they must produce. The Using Data Project focuses on developing professional developers, administrators, and teachers who can lead a collaborative inquiry process and strengthen the collaborative culture of their schools or departments. The aim is to influence school culture to be one in which educators use data continuously, collaboratively, and effectively to improve teaching and learning mathematics and science."
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
Related Case Studies:
- Introduction
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
...preliminary analyses suggest positive effects of participation in M2 on a range of teacher outcomes, including ratings of preparedness and confidence, philosophy of mathematics teaching and learning, instructional emphasis, use of assessment, and professional interaction among mathematics teachers. A handful of differences in outcomes were found for teachers from Lincoln Public Schools and those with different levels of undergraduate mathematics coursework and teaching experience. Analysis of student mathematics achievement data indicated both positive and negative effects of teacher participation in M2, which were small after controlling for a range of student characteristics. Examination of teacher-level factors that contributed to student achievement outcomes showed mixed effects."
Related Case Studies:
- The Indiana Mathematics Initiative Partnership
- The Milwaukee Mathematics Partnership
- The Southwest Pennsylvania Math Science Partnership
- The Arizona Teachers Institute
- The Michigan Teaching Excellence Program
- The Life Sciences for a Global Community Teacher Institute
- The Greater Birmingham Mathematics Partnership
- The North Cascades and Olympic Science Partnership
- The Oregon Mathematics Leadership Institute
Data are drawn primarily from two sources: 1) pre- and post-program surveys of VIP's Biology Cohort and 2) classroom observations of a sample of VIP's Matter and Energy/Earth Space Systems Cohort. Data collected through other means, such as teacher evaluations of VIP-sponsored conferences and summer institutes, a focus group of Biology Cohort teachers, and a survey of Master Science Teachers (MSTs) reinforce findings from the survey and observations. The discussion of inquiry and factors influencing teacher change has broad applicability to other projects embarking on educational reform."
preexisting beliefs and attitudes about what constitute effective methods for science teaching and learning (Banilower, Trygstad, and Smith, 2015; Trygstad, Smith, Banilower, and Nelson, 2013). The Framework and NGSS describe a vision for science education in which students will primarily learn science concepts by engaging in SEPs. Students are to generate and interpret evidence and develop explanations through sustained investigations, all while increasing their
capacity to direct all aspects of the process over time (National Research Council, 2012). This contrasts with the current state of science education in many classrooms, in which students primarily learn concepts through direct instruction with occasional reinforcement through engagement in SEPs (Banilower et al., 2015). According to results from the 2012 National Survey of Mathematics and Science Education (Banilower et al., 2013), around 60% of teachers believe that hands-on experimentation should reinforce concepts students have already learned, 40-50% of teachers believe that they should explain a concept to students before the students consider evidence related to the concept, and 90% of teachers believe that
vocabulary should come before conceptual understanding. Interventions to support teachers in adopting NGSS-aligned standards will need to take into account that many educators' beliefs may not align with the notion of consistently teaching science content through SEPs, as envisioned by authors of the Framework and NGSS.
Therefore, this year the evaluation team of the MMP made a concerted effort to assess the validity of our self-report data. Two approaches were taken to attain this goal: (1) A global approach that utilized all schools in the district that participated in the quantitative evaluation efforts; and (2) A case-study approach that only made use of schools that participated in the qualitative evaluation efforts. For the global approach, overall indicators of the quality and quantity of a school’s participation in MMP related activities obtained from the self-report survey data were compared to ratings obtained from the district level Mathematics Teaching Specialists (MTS) assigned to that school. For the case-study approach, an attempt was made to triangulate the self-report survey data obtained with other external criteria in a subset of schools targeted to participate in more in-depth intensive evaluation efforts. The primary purpose of this paper is to describe the methodology utilized and report the findings for both of these approaches to assess the validity of our data."
The paper and its accompanying slides are both available in PDF format. Click on the file links above.
"Periodically the field summarizes what is known in particular areas, in some cases supplementing the findings from empirical research with the insights of experts in the area. Typically involving people with a variety of backgrounds and perspectives in the development process, these summaries not only document the state of knowledge at a given juncture, but also provide guidance to practitioners and policymakers based on what is currently known.1
But comprehensive efforts of this sort are time consuming and expensive, and there are many areas of interest to STEM educators where the available knowledge has not been compiled in a practitioner-friendly form. Rather, a mathematics/science supervisor, teacher, or other educator may find out about studies in presentations at professional association meetings, newsletters, or journals and want to learn more. This guide is intended to help consumers of research assess the quality and implications of both individual studies of interventions and research syntheses.2
This paper addresses two key questions that should guide practitioners in reviewing research:
1. How much should I trust the findings?
2. What are the implications, if any, for my context?"