20 results on '"Ran, Florence Xiaotao"'
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2. Improving College Success for Students in Corequisite Reading
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Columbia University, Community College Research Center (CCRC), Education Commission of the States, Strong Start to Finish, Ran, Florence Xiaotao, Bickerstaff, Susan, and Edgecombe, Nikki
- Abstract
In a corequisite approach to developmental education, students enroll in a college-level course paired concurrently with a support course designed to address student learning needs in a given subject. This report, sponsored by Strong Start to Finish, examines early college outcomes of students placed into corequisite reading courses at the 13 community colleges in the Tennessee Board of Regents (TBR) system. The authors investigate how outcomes changed since TBR colleges adopted a corequisite approach in reading and look at differences in outcomes by college-level course pairings and course features, including delivery format (online, hybrid, and face-to-face). Since TBR mandated corequisite approaches to serving students with developmental needs in 2015, students placed into developmental education experienced substantial improvements in gateway course outcomes. Drawing on these and other findings, the authors offer the following recommendations to institutions seeking to improve supports for students who need learning support in reading. (1) Institutions should enroll all students deemed underprepared in reading in corequisite courses in their first term, keeping in mind that high school GPA is a stronger predictor of college success than standardized test scores; (2) Given the study finding that a nontrivial proportion of students referred to corequisite reading did not pass any courses they enrolled in, institutions should consider embedded supports to address a range of academic and non-academic challenges hindering student success; (3) To address racial disparities in placement into developmental education and in course outcomes, institutions should adopt race-conscious frameworks to plan and implement corequisite reading policies and practices; and (4) The study found that taking corequisite reading and a college-level pairing online was associated with significantly lower success rates. Institutions should look to strengthen the design and delivery of online corequisite reading models.
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- 2022
3. The Disciplinary Differences in the Characteristics and Effects of Non-Tenure-Track Faculty
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Xu, Di and Ran, Florence Xiaotao
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Using data with detailed instructor employment information from a state college system, this study examines disciplinary variations in the characteristics and effects of non-tenure-track faculty hired through temporary and long-term employment. We identify substantial differences in demographic and employment characteristics between the two types of non-tenure-line faculty, where the differences are most pronounced in science, technology, engineering, mathematics, and health-related fields (STEM) at 4-year colleges. Using an instrumental variables strategy to address student sorting, our analyses indicate that taking introductory courses with temporary adjuncts reduces subsequent interest, and the effects are particularly large in STEM fields at 4-year colleges. Long-term non-tenure faculty are generally comparable with tenure-track faculty in student subsequent interest, but tenure-track faculty are associated with better subsequent performance in a handful of fields.
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- 2022
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4. Adopting Online Learning in College Developmental Education Coursework: Impact on Course Persistence, Completion, and Subsequent Success
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Xu, Di, Ran, Florence Xiaotao, and Zhou, Xuehan
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Online learning has been increasing rapidly at community colleges, especially in low-division high-demand coursework, such as developmental education. While existing studies have identified negative effects associated with online instruction in semester-long coursework in this particular setting, there is less evidence about how distance learning influences students' completion of developmental education coursework and, more importantly, their subsequent academic outcomes. This paper examines the impact of fully online instruction, compared with traditional face-to-face instruction, on both concurrent developmental course outcomes and downstream outcomes. We use an administrative dataset from a state community college system that includes longitudinal student-unit record data from more than 40,000 students enrolled in developmental education courses between 2005 and 2012, and employ a two-way fixed effects model that controls for selection both at the course- and student-level. We find that taking one's first developmental course through the online format reduces developmental course completion rate by 13 percentage points and subsequent enrollment in the gatekeeper course by 7 percentage points. Successful completion of developmental and subsequent gateway coursework represents critical milestones among community college students. This paper provides insight on how delivery format influences both the concurrent and downstream outcomes of developmental education students.
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- 2023
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5. How Did Six Community Colleges Design Supports for Part-Time Faculty? A Report on Achieving the Dream's Engaging Adjuncts Project
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Columbia University, Community College Research Center, Bickerstaff, Susan, and Ran, Florence Xiaotao
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This report describes findings from a study of the Engaging Adjunct Faculty in the Student Success Movement project, a two-year initiative led by Achieving the Dream to develop and implement strategies to support adjunct faculty in improving student outcomes. Work in the project--guided by design principles related to classroom activities, professional development, employment policies, and the use of data--was led by teams of full- and part-time faculty and administrators at six participating community colleges. A key objective of the project was to generate information about promising, scalable, and sustainable engagement strategies that could be shared across the national network of Achieving the Dream colleges. Using survey, interview, and student transcript data, CCRC documented a range of strategies that colleges designed to support and engage their adjunct faculty, examined how the strategies were implemented, and measured the effects of a set of selected activities on faculty and students. Drawing on implementation findings presented in this report, the authors offer four recommendations for colleges seeking to provide supports for part-time faculty: (1) Ground decisions on adjunct faculty supports in local data on adjunct faculty needs; (2) Embed adjunct faculty supports into existing institutional infrastructure and initiatives; (3) Examine college policies and practices that impact the working lives of adjunct faculty; and (4) Consider intended outcomes for faculty engagement strategies and create a plan for measurement.
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- 2020
6. Instruction Quality or Working Condition? The Effects of Part-Time Faculty on Student Academic Outcomes in Community College Introductory Courses
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Ran, Florence Xiaotao and Sanders, Jasmine
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More than half of community college courses are taught by part-time faculty. Drawing on data from six community colleges, this study estimates the effects of part-time faculty versus full-time faculty on students' current and subsequent course outcomes in developmental and gateway courses, using course fixed effects and propensity score matching to minimize bias arising from student self-sorting across and within courses. We find that part-time faculty have negative effects on student subsequent enrollments. These negative effects are driven by results in math courses. We also find that course schedules could explain substantial proportions of the estimated negative effects, while faculty individual characteristics could not. Survey results on faculty professional experiences suggest that part-time faculty had less institutional knowledge regarding both academic and nonacademic services. We infer that inferior working conditions for part-time faculty, rather than inferior instructional practices, contribute to the negative effects we observed on students' subsequent course enrollment.
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- 2020
7. The Effects of Corequisite Remediation: Evidence from a Statewide Reform in Tennessee
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Ran, Florence Xiaotao and Lin, Yuxin
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This article provides the first causal evidence of a system-wide corequisite reform in Tennessee, which mainstreams underprepared students into college-level courses with concurrent support. Using regression discontinuity and difference-in-regression-discontinuity designs, we find that, for those on the margin of college level, students placed into corequisite remediation were up to 18 percentage points more likely to pass gateway courses by Year 1, compared with peers placed into prerequisite remediation, and they were 10 percentage points more likely to pass subsequent math than peers directly placed into the college level. The positive effects in math gateway completion were largely driven by efforts to guide students to take coursework aligned with the requirements for their program. We do not find significant impacts on long-term outcomes.
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- 2022
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8. The Effects of Corequisite Remediation: Evidence from a Statewide Reform in Tennessee. CCRC Working Paper No. 115
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Columbia University, Community College Research Center, Ran, Florence Xiaotao, and Lin, Yuxin
- Abstract
Corequisite remediation, which mainstreams students deemed academically underprepared into college-level courses with additional learning support, is rapidly being adopted by colleges across the nation. 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. Using regression discontinuity and difference-in-regression-discontinuity designs, we estimated the causal effects of placement into corequisite remediation compared with placement into traditional prerequisite remediation and direct placement into college-level courses. For students on the margin of the college readiness threshold, those placed into corequisite remediation were 15 percentage points more likely to pass gateway math and 13 percentage points more likely to pass gateway English within one year of enrollment than similar students placed into prerequisite remediation. Compared with their counterparts placed directly into college-level courses, students placed into corequisite remediation had similar gateway course completion rates and were about 8 percentage points more likely to enroll in and pass a subsequent college-level math course after completing gateway math. The positive effects of corequisite remediation compared with prerequisite remediation in math were largely driven by efforts to guide students to take math courses aligned with the requirements for their program rather than placing most students into the algebra-calculus track by default, as has been the standard practice. We found no significant impacts of placement into corequisite remediation on enrollment persistence, transfer to a four-year college, or degree completion. This suggests that corequisite reforms, though effective in helping students pass college-level math and English, are not sufficient to improve college completion rates overall.
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- 2019
9. Early Academic Outcomes for Students of Part-Time Faculty at Community Colleges: How and Why Does Instructors' Employment Status Influence Student Success? CCRC Working Paper No. 112
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Columbia University, Community College Research Center, Ran, Florence Xiaotao, and Sanders, Jasmine
- Abstract
More than half of community college courses are taught by part-time faculty, and the reliance on part-time faculty to teach developmental education courses and gateway math and English courses is even more prevalent. Drawing on data from six community colleges, this study estimates the effects of part-time faculty versus full-time faculty on students' current and subsequent course outcomes in developmental and gateway courses, using course fixed effects and propensity score matching to minimize bias arising from student self-sorting across and within courses. While students with part-time instructors have better outcomes in their current course and similar pass rates in the next course in the sequence, they are 3 to 5 percentage points less likely to enroll in that subsequent course. The negative effects on subsequent enrollment are driven by results in math courses. Notably, the estimated effects do not change substantially after controlling for instructors' demographic characteristics and degree attainment, but the size of the estimated effects is reduced by up to 40% when the analytic model accounts for course scheduling. Results of a survey on faculty professional experiences at the six colleges in the study suggest that part-time faculty had less institutional knowledge than full-time faculty did about both academic and nonacademic services. Given that part-time faculty did not have negative effects on the pass rates of students who did enroll in subsequent courses, it appears more likely that inferior working conditions for part-time faculty, rather than inferior instructional practices, are driving the negative effects on students' subsequent course enrollment.
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- 2019
10. Using Data Mining to Explore Why Community College Transfer Students Earn Bachelor's Degrees with Excess Credits. CCRC Working Paper No. 100
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Columbia University, Community College Research Center, Fink, John, Jenkins, Davis, Kopko, Elizabeth, and Ran, Florence Xiaotao
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Community college transfer students encounter challenges progressing toward a bachelor's degree, leading to widespread transfer credit loss. This in turn may lower students' chances of credential completion and increase the time and costs for students, their families, and taxpayers. In this study we review three definitions of credit transfer inefficiency--"credit transferability," "credit applicability," and "excess credits among completers"--focusing on the last to examine why students who start at a community college and transfer to a four-year institution so often end up with excess credits that do not count toward a bachelor's degree. To shed light on credit transfer inefficiency, we examine the course-taking behaviors of community college transfer students who earn bachelor's degrees with numerous excess credits compared with transfer students who earn bachelor's degrees with few excess credits. We employ data-mining techniques to analyze student transcripts from two state systems, enabling us to examine a large number of variables that could explain the variation in students' excess credits at graduation. These variables include not only student demographics but also the types and timing of courses taken. Overall, we find more excess credits associated with several factors, including taking larger proportions of 100- and 200-level courses and smaller proportions of 300-level courses throughout students' progression toward completion, and taking 100-level courses in any subject--and specifically 100-level math courses--immediately after transferring to a four-year institution. Findings suggest that institutions could help students reduce credit transfer inefficiency by encouraging them to explore and choose a bachelor's degree major early on so they can take the required lower division (100- and 200-level) courses at the community college, thereby enabling them to take mostly upper division 300- and 400-level courses in their desired major field once they transfer to a four-year institution.
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- 2018
11. Strengthening Transfer Paths to a Bachelor's Degree: Identifying Effective Two-Year to Four-Year College Partnerships. CCRC Working Paper No. 93
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Columbia University, Community College Research Center, National Student Clearinghouse Research Center, Aspen Institute, College Excellence Program, Xu, Di, Ran, Florence Xiaotao, Fink, John, Jenkins, Davis, and Dundar, Afet
- Abstract
While preparing students academically for vertical transfer to four-year colleges has traditionally been viewed as the major responsibility of the home institutions, there is a growing consensus that the receiving institutions play a critical role in facilitating the transfer process and in supporting students' academic success after transfer. The goal of improving transfer outcomes cannot be fully achieved until colleges nationwide are provided with commonly accepted metrics and methods for measuring the effectiveness of transfer partnerships. Using the individual term-by-term college enrollment records from the National Student Clearinghouse for the entire 2007 fall cohort of first-time-in-college community college students nationwide, this paper introduces a two-stage, input-adjusted, value-added analytic framework for identifying partnerships of two- and four-year institutions that are more effective than expected in enabling community college students to transfer to a four-year institution and earn a bachelor's degree in a timely fashion. In doing so, the paper provides a description of transfer patterns nationwide, broken out by key institutional characteristics. Recommendations and cautions for using this framework to evaluate and benchmark institutional performance in terms of supporting the academic success of vertical transfer students for baccalaureate attainment are also discussed.
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- 2017
12. How and Why Do Adjunct Instructors Affect Students' Academic Outcomes? Evidence from Two-Year and Four-Year Colleges. A CAPSEE Working Paper
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Center for Analysis of Postsecondary Education and Employment (CAPSEE), Ran, Florence Xiaotao, and Xu, Di
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Based on a dataset on two- and four-year college students and instructors from an anonymous state that includes detailed instructor employment information, this paper classifies faculty into four types--tenured instructors, tenure-track instructors, long-term adjuncts, and short-term adjuncts--to examine whether adjunct faculty have different impacts on student academic outcomes than tenure-track and tenured faculty. We use two empirical strategies--a two-way fixed effects model and an instrumental variable approach--to examine how initial exposure to a field of study with different types of instructors influences both contemporaneous and subsequent course performance in both two- and four-year colleges, as well as the extent to which the estimated differences on student outcomes may be explainable by observable instructor academic and employment characteristics. Our results suggest that adjuncts have positive impacts on introductory course grades but negative impacts on subsequent course enrollment and performance. Such negative impacts are stronger among supplemental adjuncts hired temporarily than among adjuncts with long-term employment contracts with the college. The estimated differences among instructors can be largely explained by key instructor demographic and employment characteristics, including highest degree attained, whether employed full-time in the college, and whether had previous work experience in non-teaching positions.
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- 2017
13. A Role for Disciplinary Societies in Supporting Community College Adjunct Faculty
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Bickerstaff, Susan and Ran, Florence Xiaotao
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Disciplinary societies have a role to play in supporting the needs of community college adjunct faculty. The potential exists to improve the professional lives of these faculty members, an underappreciated segment of the higher education workforce, and to positively influence outcomes for students enrolled in community colleges.
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- 2021
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14. The Impacts of Different Types of College Instructors on Students' Academic and Labor Market Outcomes
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Xu, Di and Ran, Florence Xiaotao
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Based on a novel data set that links college administrative information with earnings records from a state college system for both public two-year and four-year colleges, this study quantifies the impacts of exposure to different types of instructors during students' initial semester in college on their subsequent academic and labor market outcomes. To minimize bias from student sorting by type of instructor, we combine course-set fixed effects with an instrumental variables approach that exploits term-by-term fluctuations in faculty composition in each department, therefore controlling for both between- and within-course sorting. The findings suggest that two-year students, particularly racial minority students, have substantially higher levels of exposure to adjuncts with temporary appointments than four-year students. Two-year students taking a heavy course schedule with temporary adjuncts are adversely affected in college persistence and subsequent credit accumulation, and the penalty is particularly pronounced among males and racial minority students with stronger academic potential. Such negative impacts on academic outcomes do not translate into poorer short- to medium-term labor market performance. In the four-year setting, no significant distinction is identified between different types of instructors on either student academic or labor market outcomes.
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- 2021
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15. Noncredit Education in Community College: Students, Course Enrollments, and Academic Outcomes
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Xu, Di and Ran, Florence Xiaotao
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Objective: This study examines the characteristics, course enrollment patterns, and academic outcomes of students who started their college careers in noncredit courses. Method: Drawing upon a rich dataset that includes transcript and demographic information on both for-credit and noncredit students in multiple institutions, this study explores the demographic and academic profiles of students enrolled in various fields of noncredit education, their course performance in noncredit programs, their educational intent upon initial enrollment, and their transition to the for-credit sector among degree-seeking students. Results: Our results support recent evidence from qualitative studies and studies from a single institution that students enrolled in noncredit programs tend to be adult learners and are typically from a lower socioeconomic background than credit students at community colleges. Yet, more than half of the noncredit students drop out of college after their initial term, even among students who expressed intent to transition to credit-bearing programs. The idiosyncratic patterns of course enrollment and transition to credential programs seem to suggest that there is no general structured pathway or institutional support for credential-seeking noncredit students. Contributions: This article is among one of the first attempts that use student transcript data from multiple institutions to provide a comprehensive understanding of noncredit students and their academic outcomes. Results from this study highlight the importance of future research in exploring institutional services and structures that may effectively facilitate the academic progression and success of noncredit students.
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- 2020
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16. Collaboratively Clearing the Path to a Baccalaureate Degree: Identifying Effective 2- to 4-Year College Transfer Partnerships
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Xu, Di, Ran, Florence Xiaotao, Fink, John, Jenkins, Davis, and Dundar, Afet
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Objective: This study develops an analytical framework for identifying effective partnerships between 2- and 4-year institutions that enable community college entrants to transfer to a 4-year institution and earn a bachelor's degree in a timely fashion. Method: Using the individual term-by-term college enrollment and degree records from the National Student Clearinghouse for the entire 2007 fall cohort of first-time-in-college community college students nationwide, we use regressions to control for student and institutional characteristics in identifying effective partnerships in two steps: first, we identify community colleges with large residual values (better than expected outcomes); and second, we identify the 4-year partners of those community colleges with large residual values. Results: Descriptive results on the variation in transfer outcomes among the thousands of unique transfer partnerships nationally are presented alongside results from regressions used in the two-step effective transfer partnership identification. Contributions: Recommendations and considerations for using this framework to evaluate and benchmark institutional performance in supporting the academic success of vertical transfer students for baccalaureate attainment are also discussed.
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- 2018
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17. Adopting Online Learning in College Developmental Education Coursework: Impact on Course Persistence, Completion, and Subsequent Success
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Xu, Di, primary, Ran, Florence Xiaotao, additional, and Zhou, Xuehan, additional
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- 2021
- Full Text
- View/download PDF
18. The Disciplinary Differences in the Characteristics and Effects of Non-Tenure-Track Faculty
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Xu, Di, primary and Ran, Florence Xiaotao, additional
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- 2021
- Full Text
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19. THE IMPACTS OF DIFFERENT TYPES OF COLLEGE INSTRUCTORS ON STUDENTS’ ACADEMIC AND LABOR MARKET OUTCOMES
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Xu, Di, primary and Ran, Florence Xiaotao, additional
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- 2020
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20. Noncredit Education in Community College: Students, Course Enrollments, and Academic Outcomes
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Xu, Di, primary and Ran, Florence Xiaotao, additional
- Published
- 2019
- Full Text
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