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Strategies for Scaling Multiple Measures Assessment: Lessons from Arkansas
February 2025

Strategies for Scaling Multiple Measures Assessment: Lessons from Arkansas

Hollie Daniels Sarica
Informed by a recent project to scale MMA throughout the state of Arkansas, this CAPR brief describes the state’s policy context, summarizes adoption efforts, and presents five strategies for other states that want to scale assessment reform.
Lessons on Scaling Corequisites: The City University of New York’s Transition From Prerequisite to Corequisite Academic Support
November 2024

Lessons on Scaling Corequisites: The City University of New York’s Transition From Prerequisite to Corequisite Academic Support

Maggie P. FayJulia RaufmanAndrea Lopez SalazarSelena ChoFarzana MatinElizabeth M. Kopko
This CAPR report draws on interview data with faculty and staff to examine how seven City University of New York colleges transitioned to fully scaled corequisite courses in English and math and the implications of their choices for early implementation.
Developmental Education Reform as a Civil Rights Agenda: Recent History & Future Directions for California
March 2024

Developmental Education Reform as a Civil Rights Agenda: Recent History & Future Directions for California

Susan BickerstaffTatiana Melguizo
This paper describes research that prompted developmental education reform, explores efforts in California that led to the passing of A.B. 705, summarizes research on its implementation and outcomes, and discusses the implications of this research for improving postsecondary access and success.
Access to Success: Insights for Implementing a Multiple Measures Assessment System
March 2024

Access to Success: Insights for Implementing a Multiple Measures Assessment System

Elizabeth M. KopkoHollie Daniels SaricaDan CullinanHanna NicholsEllen WassermanSarahi Hernandez
This CAPR report highlights the roles of key actors and of state context and policy in the implementation of multiple measures assessment (MMA) at 12 two- and four-year colleges in Arkansas and Texas. It also discusses costs and describes challenges, such as obtaining staff buy-in, managing student data, and ensuring sufficient staffing.
“Waiving” Goodbye to Placement Testing: Broadening the Benefits of Dual Enrollment Through Statewide Policy
January 2024

“Waiving” Goodbye to Placement Testing: Broadening the Benefits of Dual Enrollment Through Statewide Policy

Daniel SparksSarah GriffinJohn Fink
Using interview data from program leaders and statewide student data, this paper examines the implementation and estimates the effects of Ohio’s Innovative Programs, a policy aimed at expanding access to dual enrollment for underserved high school students.
The Long-Term Effectiveness of Multiple Measures Assessment: Evidence From a Randomized Controlled Trial
October 2023

The Long-Term Effectiveness of Multiple Measures Assessment: Evidence From a Randomized Controlled Trial

Elizabeth M. KopkoHollie Daniels SaricaDan Cullinan
Using nine terms of outcomes data, this CAPR working paper presents findings from an impact study on multiple measures assessment at seven State University of New York (SUNY) community colleges.
The Long-Term Effects of Multiple Measures Assessment at SUNY Community Colleges
October 2023

The Long-Term Effects of Multiple Measures Assessment at SUNY Community Colleges

Elizabeth M. KopkoHollie Daniels Sarica
This CAPR brief describes findings and implications of an evaluation study of multiple measures assessment (MMA); it focuses on results among students whose placements changed (or would have changed) under MMA.
Lessons from the Dana Center’s Corequisite Research Design Collaborative Study
September 2023

Lessons from the Dana Center’s Corequisite Research Design Collaborative Study

Oscar CernaVivianna PlancarteJulia RaufmanJorge MahechaEllen Wasserman
Based on interview, focus group, observational, and student survey data, this CAPR brief presents findings on the design and implementation of corequisite developmental courses at four colleges, and it highlights lessons for other colleges.
Five Principles for Reforming Developmental Education: A Review of the Evidence
October 2022

Five Principles for Reforming Developmental Education: A Review of the Evidence

Susan BickerstaffKatie BealJulia RaufmanErika B. LewyAustin Slaughter
In a review of impact and implementation studies from the past ten years, this CAPR report summarizes what is known about how innovations to developmental education can improve student outcomes, and it draws out five principles that are key for reform.
Informed Self-Placement Today: An Exploratory Study of Student Outcomes and Placement Practices
June 2022

Informed Self-Placement Today: An Exploratory Study of Student Outcomes and Placement Practices

Jessica BrathwaiteDan CullinanElizabeth M. KopkoTiffany MortonJulia RaufmanDorota Rizik
This CAPR brief provides a taxonomy of various informed self-placement (ISP) systems, shares descriptive data from three colleges using ISP, and identifies important equity and access considerations for implementation.
Improving College Success for Students in Corequisite Reading
April 2022

Improving College Success for Students in Corequisite Reading

Florence Xiaotao RanSusan BickerstaffNikki Edgecombe
Using administrative data, this report examines early college outcomes of students placed into corequisite reading courses at the 13 community colleges in the Tennessee Board of Regents system.
The Effects of Corequisite Remediation: Evidence From a Statewide Reform in Tennessee
February 2022

The Effects of Corequisite Remediation: Evidence From a Statewide Reform in Tennessee

Florence Xiaotao RanYuxin Lin
This paper provides the first causal evidence on a system-wide corequisite reform, using data from all 13 community colleges affiliated with the Tennessee Board of Regents.
How Lesson Study Facilitated the Adoption of New Teaching Practices in a Community College Quantitative Reasoning Course
January 2022

How Lesson Study Facilitated the Adoption of New Teaching Practices in a Community College Quantitative Reasoning Course

Susan BickerstaffJacqueline Raphael
This article describes how lesson study—a structured, collaborative professional development intervention—encouraged developmental mathematics faculty at three community colleges to implement new approaches to instruction.
Lessons From Two Experimental Studies of Multiple Measures Assessment
January 2022

Lessons From Two Experimental Studies of Multiple Measures Assessment

Dan CullinanElizabeth M. Kopko
This CAPR brief describes two recent experimental studies of multiple measures assessment, in which colleges use measures beyond placement test scores to determine students’ college readiness.
Increasing Gatekeeper Course Completion: Three-Semester Findings From an Experimental Study of Multiple Measures Assessment and Placement
December 2021

Increasing Gatekeeper Course Completion: Three-Semester Findings From an Experimental Study of Multiple Measures Assessment and Placement

Dan CullinanDorota Biedzio
This report describes findings from a random assignment study examining the implementation, cost, and efficacy of multiple measures assessments for placing students into college-level or developmental courses.
The Implementation and Outcomes of Lesson Study in Community College Mathematics
October 2021

The Implementation and Outcomes of Lesson Study in Community College Mathematics

Susan BickerstaffJacqueline RaphaelMichelle HodaraLindsay LeasorSam Riggs
This report describes a project undertaken by CCRC, Education Northwest, and three Oregon community colleges to adapt lesson study for use among faculty teaching a precollege (developmental) quantitative literacy course.
Developmental Education
July 2021

Developmental Education

This fact sheet describes how traditional developmental education may have unintended consequences for students and the growing body of research evidence on promising reforms.
Implementing and Scaling Multiple Measures Assessment in the Context of COVID-19
January 2021

Implementing and Scaling Multiple Measures Assessment in the Context of COVID-19

Susan BickerstaffElizabeth M. KopkoErika B. LewyJulia RaufmanElizabeth Zachry Rutschow
This brief discusses how community college systems in four states—Indiana, Virginia, Texas, and Washington—supported large-scale changes to student placement practices in reaction to challenges associated with the COVID pandemic.
Improving Developmental and College-Level Mathematics: Prominent Reforms and the Need to Address Equity
November 2020

Improving Developmental and College-Level Mathematics: Prominent Reforms and the Need to Address Equity

Jessica BrathwaiteMaggie P. FayAdnan Moussa
This paper examines the equity implications of existing reforms to developmental math and explores the potential of more targeted reforms to address factors such as stereotype threat, math anxiety, instructor bias, and tracking.
Who Should Take College-Level Courses? Impact Findings From an Evaluation of a Multiple Measures Assessment Strategy
October 2020

Who Should Take College-Level Courses? Impact Findings From an Evaluation of a Multiple Measures Assessment Strategy

Elisabeth A. BarnettElizabeth M. KopkoDan CullinanClive Belfield
This report describes impact findings from an evaluation of multiple measures assessment and placement at seven State University of New York (SUNY) community colleges.
How Can We Improve Teaching in Higher Education? Learning From CUNY Start
May 2020

How Can We Improve Teaching in Higher Education? Learning From CUNY Start

Maria S. CormierSusan Bickerstaff
This paper describes the professional development model used in CUNY Start, a program developed at the City University of New York to support entering students identified as academically underprepared in literacy and mathematics.
A Top-Down/Bottom-Up Approach to Statewide Change: Mathematics Pathways to Completion
February 2020

A Top-Down/Bottom-Up Approach to Statewide Change: Mathematics Pathways to Completion

Susan BickerstaffAdnan Moussa
This report examines the efforts of six state higher education systems to improve student outcomes and close opportunity gaps in mathematics as part of a three-year project led by the Charles A. Dana Center at The University of Texas at Austin.
Expanding Access to College-Level Courses
December 2019

Expanding Access to College-Level Courses

Dan CullinanElisabeth A. BarnettElizabeth M. KopkoAndrea Lopez SalazarTiffany Morton
This study uses a randomized controlled trial to evaluate the efficacy of multiple measures assessment programs at five colleges in Minnesota and Wisconsin and also examines the implementation and cost of the programs.
Gaining Ground: Findings From the Dana Center Mathematics Pathways Impact Study
November 2019

Gaining Ground: Findings From the Dana Center Mathematics Pathways Impact Study

Elizabeth Zachry RutschowSusan SepanikVictoria DeitchJulia RaufmanDominique DukesAdnan Moussa
This CAPR report examines how four Texas community colleges implemented Dana Center Mathematics Pathways (DCMP) and the impact of DCMP on student outcomes over as many as four semesters. Costs of the initiative and student perspectives are also discussed.
The Changing Landscape of Developmental Education Practices: Findings From a National Survey and Interviews with Postsecondary Institutions
November 2019

The Changing Landscape of Developmental Education Practices: Findings From a National Survey and Interviews with Postsecondary Institutions

Elizabeth Zachry RutschowMaria S. CormierDominique DukesDiana E. Cruz Zamora
This CAPR report documents developmental education practices used in broad-access two- and four-year colleges across the country based on a 2016 survey of public two- and four-year colleges and private, nonprofit four-year colleges as well as interviews with institutional and state leaders.
The Wiley Handbook of Adult Literacy
November 2019

The Wiley Handbook of Adult Literacy

Dolores Perin
This handbook presents a wide range of research on adults who have low literacy skills. It looks at the cognitive, affective, and motivational factors underlying adult literacy; adult literacy in different countries; and the educational approaches being taken to help improve adults’ literacy skills.
Creating Accelerated Pathways for Student Success in Mathematics: A Snapshot of Courses Offered at the Launch of the Mathematics Pathways to Completion Project
October 2019

Creating Accelerated Pathways for Student Success in Mathematics: A Snapshot of Courses Offered at the Launch of the Mathematics Pathways to Completion Project

Adnan MoussaSusan Bickerstaff
This research brief describes findings from a survey about mathematics course offerings at institutions in six states implementing mathematics pathways.
Adapting Lesson Study for Community College Mathematics Instruction: Early Observations
September 2019

Adapting Lesson Study for Community College Mathematics Instruction: Early Observations

Susan BickerstaffJacqueline RaphaelDiana E. Cruz ZamoraMelinda Leong
This short report provides a rationale for implementing Lesson Study, a collaborative and structured professional development approach, in the community college context.
Early Outcomes of Texas Community College Students Enrolled in Dana Center Mathematics Pathways Prerequisite Developmental Courses
August 2019

Early Outcomes of Texas Community College Students Enrolled in Dana Center Mathematics Pathways Prerequisite Developmental Courses

Lauren SchuddeAkiva Yonah Meiselman
This study examines if students participating in Dana Center Mathematics Pathways (DCMP) developmental courses enroll in and pass college-level math courses at higher rates than students who take traditional developmental math courses.
How and Why Higher Education Institutions Use Technology in Developmental Education Programming
July 2019

How and Why Higher Education Institutions Use Technology in Developmental Education Programming

Rebecca NatowVikash ReddyMarkeisha Grant
This paper explores how technology is integrated into developmental education programming and considerations for institutional leaders when deciding whether and how to integrate technology in developmental education.
Teaching Matters and So Does Curriculum: How CUNY Start Reshaped Instruction for Students Referred to Developmental Mathematics
June 2019

Teaching Matters and So Does Curriculum: How CUNY Start Reshaped Instruction for Students Referred to Developmental Mathematics

Susan BickerstaffNikki Edgecombe
This paper describes key features of CUNY Start mathematics and how it differs from traditional developmental education.
English Learners and ESL Programs in the Community College: A Review of the Literature
May 2019

English Learners and ESL Programs in the Community College: A Review of the Literature

Julia RaufmanJessica BrathwaiteHoori Santikian Kalamkarian
This paper examines factors within the community college context that affect the experiences and academic outcomes of the English learner population broadly and students who enroll in ESL courses in particular.
Modernizing College Course Placement by Using Multiple Measures
March 2019

Modernizing College Course Placement by Using Multiple Measures

Elizabeth GangaAmy Mazzariello
Written in conjunction with the Education Commission of the States, this brief provides an overview of multiple measures assessment and placement and describes how several states are implementing the approach.
Mathematics Pathways to Completion: Setting the Conditions for Statewide Reform in Higher Education
October 2018

Mathematics Pathways to Completion: Setting the Conditions for Statewide Reform in Higher Education

Susan BickerstaffOctaviano ChavarínJulia Raufman
This report describes the Mathematics Pathways to Completion project developed by the Charles A. Dana Center and the condititions that facilitate the statewide implementation of math pathways reforms.
Math Pathways: Expanding Options for Success in College Math
October 2018

Math Pathways: Expanding Options for Success in College Math

Elizabeth GangaAmy Mazzariello
This brief, written in collaboration with the Education Commission of the States, describes three math pathways models, lays out the evidence for their effectiveness, and gives recommendations for the effective implementation of math pathways.
Multiple Measures Placement Using Data Analytics: An Implementation and Early Impacts Report
September 2018

Multiple Measures Placement Using Data Analytics: An Implementation and Early Impacts Report

Elisabeth A. BarnettPeter BergmanElizabeth M. KopkoVikash ReddyClive BelfieldSusha Roy
This report from the Center for the Analysis for Postsecondary Readiness (CAPR) examines implementation of a multiple measures placement system at seven State University of New York community colleges and presents results on first-term impacts.
Becoming College-Ready: Early Findings From a CUNY Start Evaluation
July 2018

Becoming College-Ready: Early Findings From a CUNY Start Evaluation

Susan ScrivenerHimani GuptaMichael WeissBenjamin CohenMaria S. CormierJessica Brathwaite
This report describes the early findings of a random assignment evaluation and implementation study of CUNY Start by CCRC, MDRC, and the City University of New York.
Toward Better College Course Placement: A Guide to Launching a Multiple Measures Assessment System
July 2018

Toward Better College Course Placement: A Guide to Launching a Multiple Measures Assessment System

Dan CullinanElisabeth A. BarnettAlyssa RatledgeRashida WelbeckClive BelfieldAndrea Lopez Salazar
Drawing on lessons from 10 Minnesota and Wisconsin colleges that piloted multiple measures systems for placing students into developmental and college-level courses, this guide provides recommendations for other colleges interested in implementing or testing their own multiple measures systems.
Developmental Education Reform Outcomes by Subpopulation
April 2018

Developmental Education Reform Outcomes by Subpopulation

Jessica BrathwaiteNikki Edgecombe
This chapter discusses the importance of scrutinizing the outcomes of developmental education reforms across race/ethnicity, socioeconomic status, gender, and level of developmental need.
Addressing Academic Underpreparedness in Service of College Completion
April 2018

Addressing Academic Underpreparedness in Service of College Completion

Nikki EdgecombeSusan Bickerstaff
In this article, the authors posit that a reframing of academic preparedness is warranted, and they outline three potential strategies for addressing academic underpreparedness beyond the structural and curricular reforms to developmental education taking place in many colleges.
Developmental Education: The Evolution of Research and Reform
April 2018

Developmental Education: The Evolution of Research and Reform

Shanna Smith JaggarsSusan Bickerstaff
This chapter in Higher Education: Handbook of Theory and Research reviews the structure and effectiveness of traditional developmental education and provides a history of first-, second-, and third-wave reforms and research on those approaches.
Developmental Education: An Introduction for Policymakers
February 2018

Developmental Education: An Introduction for Policymakers

Elizabeth GangaAmy MazzarielloNikki Edgecombe
This ECS/CAPR brief discusses the importance of and challenges surrounding developmental education and suggests ways in which policymakers can address these challenges.
How Effective Are Community College Remedial Math Courses for Students With the Lowest Math Skills?
December 2017

How Effective Are Community College Remedial Math Courses for Students With the Lowest Math Skills?

Di XuMina Dadgar
This article examines a study on the effectiveness of remediation for community college students who are identified as having the lowest skills in math using transcript data from a state community college system.
College Placement Strategies: Evolving Considerations and Practices
September 2017

College Placement Strategies: Evolving Considerations and Practices

Elisabeth A. BarnettVikash Reddy
This CAPR working paper provides an overview of the history of college placement testing, with a focus on nonselective colleges. The authors discuss the limitations of placement tests, the consequences of placement errors, and the movement toward changing systems of placement; a typology of approaches to assessment and placement is also described.
From “Additive” to “Integrative”: Experiences of Faculty Teaching Developmental Integrated Reading and Writing Courses
August 2017

From “Additive” to “Integrative”: Experiences of Faculty Teaching Developmental Integrated Reading and Writing Courses

Susan BickerstaffJulia Raufman
Using interview, focus group, and case study data, this paper documents the perceptions and experiences of faculty members in the midst of statewide reform efforts in Virginia and North Carolina to integrate developmental reading and writing courses.
Computer-Mediated Developmental Math Courses in Tennessee High Schools and Community Colleges: An Exploration of the Consequences of Institutional Context
February 2017

Computer-Mediated Developmental Math Courses in Tennessee High Schools and Community Colleges: An Exploration of the Consequences of Institutional Context

Maggie P. Fay
Using site visit data from three community colleges and four high schools, this paper explores how the institutional context of the high schools compared with that of the colleges in ways that may have affected the implementation and efficacy of computer-mediated mathematics.
Assistance or Obstacle? The Impact of Different Levels of English Developmental Education on Underprepared Students in Community Colleges
December 2016

Assistance or Obstacle? The Impact of Different Levels of English Developmental Education on Underprepared Students in Community Colleges

Di Xu
This journal article examines the impacts of different levels of developmental reading and writing on students’ academic outcomes.
The Redesign of Developmental Education in Virginia
December 2016

The Redesign of Developmental Education in Virginia

Nikki Edgecombe
This chapter describes the structure and implementation of a redesign of developmental education in the Virginia Community College System, discusses preliminary descriptive findings from an evaluation of the redesign, and shares lessons for the field.
Strategies for Postsecondary Students in Developmental Education
November 2016

Strategies for Postsecondary Students in Developmental Education

Thomas BaileyJoanne BashfordAngela BoatmanJohn SquiresMichael WeissWilliam DoyleJeffrey C. ValentineRobin LaSotaJoshua R. PolaninElizabeth SpinneyWesley WilsonMartha YeideSarah H. Young
This practice guide presents six evidence-based recommendations for college and university faculty, administrators, and advisors working to improve the success of students academically underprepared for college.
Does Developmental Education Improve Labor Market Outcomes?  Evidence From Two States
June 2016

Does Developmental Education Improve Labor Market Outcomes? Evidence From Two States

Michelle HodaraDi Xu
Using longitudinal student-unit record data linked to wage record data, this paper estimates the labor market returns to developmental credits versus college-level credits in two states.
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