Adaptability to Online Learning: Differences Across Types of Students and Academic Subject Areas

Using a dataset containing nearly 500,000 courses taken by over 40,000 community and technical college students in Washington State, this study examines how well students adapt to the online environment in terms of their ability to persist and earn strong grades in online courses relative to their ability to do so in face-to-face courses. While all types of students in the study suffered decrements in performance in online courses, some struggled more than others to adapt: males, younger students, Black students, and students with lower grade point averages. In particular, students struggled in subject areas such as English and social science, which was due in part to negative peer effects in these online courses

Predicting Online Student Outcomes From a Measure of Course Quality

Given the rapid growth in online coursework within higher education, it is important to establish and validate quality standards for these courses. While many online learning quality rubrics do exist, thus far there has been little empirical evidence establishing a clear link between specific aspects of course quality and concrete, student-level course outcomes. In the current study, the authors develop an online course quality rubric that comprises four areas, and they explore the relationship between each quality area and student end-of-semester performance in 23 online courses at two community colleges. The results indicate that the quality of interpersonal interaction within a course relates positively and significantly to student grades. Additional analyses based on course observation and interview data suggest that frequent and effective student–instructor interaction creates an online environment that encourages students to commit themselves to the course and perform stronger academically

Examining the Effectiveness of Online Learning Within a Community College System: An Instrumental Variable Approach

Using a large administrative dataset from a statewide community college system, the authors employed an instrumental variable technique to estimate the impact of online versus face-to-face course delivery on student course performance, as indicated by course persistence and final course grade. To control for self-selection bias, distance from each student’s home to the student’s college campus was used as an instrument for the likelihood of enrolling in an online section of a given course. Course fixed effects were added to the instrumental variable model to compare students who took different sections of the same course with different delivery formats, potentially controlling for within- and between-course selection bias. Analyses yield robust negative estimates for online learning in terms of both course persistence and course grade. These results suggest that policymakers and college administrators may need to improve the quality of online learning before enacting policies that would incentivize an accelerated expansion of online enrollments

Online and Hybrid Course Enrollment and Performance in Washington State Community and Technical Colleges

This report investigates enrollment patterns and academic outcomes in online, hybrid, and face-to-face courses among students who enrolled in Washington State community and technical colleges in the fall of 2004. Students were tracked for nearly five years, until the spring of 2009. Results were similar to those found in a parallel study in Virginia. Students who were employed for more hours and students who had demographic characteristics associated with stronger academic preparation were more likely to enroll in online courses; however, students who enrolled in hybrid courses were quite similar to those who enrolled in a purely face-to-face curriculum. After controlling for student characteristics using multilevel regression techniques, results indicated that students were more likely to fail or withdraw from online courses than from face-to-face courses. In addition, students who took online coursework in early terms were slightly but significantly less likely to return to school in subsequent terms, and students who took a higher proportion of credits online were slightly but significantly less likely to attain an educational award or transfer to a four-year institution. In contrast, students were equally likely to complete a hybrid course as to complete a face-to-face course. Additional analyses with a new cohort of students entering in 2008 showed short-term results consistent with those of the 2004 cohort. Given the importance of online learning in terms of student convenience and institutional flexibility, current system supports for online learning should be bolstered and strengthened in order to improve completion rates among online learners. Specific recommendations are discussed in the report‘s conclusion

Online Learning in the Virginia Community College System

This study, commissioned by the Virginia Community College System (VCCS), investigates (1) patterns of online course taking among VCCS students; (2) students’ retention and performance in online versus face-to-face courses; and (3) educational outcomes for students who participate in online learning. Findings from the study, which looked at outcomes for 2004 and 2008 cohorts, indicate that nearly half of Virginia community college students enrolled in an online course across the period of study, but that few students enrolled in a fully online curriculum in a given term. In general, students with stronger academic preparation were more likely to enroll in online courses. Regardless of their initial level of preparation, however, students were more likely to fail or withdraw from online courses than from face-to-face courses. Students who took online coursework in early semesters were also slightly less likely to return to school in subsequent semesters, and students who took a higher proportion of credits online were slightly less likely to attain a credential or transfer to a four-year institution

How and Why Does Two-Year College Entry Influence Baccalaureate Aspirants’ Academic and Labor Market Outcomes?

Using detailed administrative data from Virginia, this paper examines how and why the community college pathway to a baccalaureate influences students’ degree attainment and short-term labor market performance. The authors find that the community college pathway sharply reduces the likelihood of earning a bachelor’s degree but does not have a significant impact on students’ short-term labor market performance. The paper examines various mechanisms that may stand in the way of students’ baccalaureate completion: the impacts of two-year attendance on early academic progress, the logistical challenges inherent in selecting and enrolling in a four-year transfer destination, the loss of credits at the point of transfer, and post-transfer academic “shock.” Results suggest that the primary culprit is that many otherwise successful community college students never enter a four-year transfer destination. Among students who do transfer, their probability of baccalaureate attainment and their short-term labor market performance are comparable to those of native four-year students. After taking into account the lower costs of community college attendance, a cost-benefit analysis finds that two-year entrants fare as well as or better than four-year entrants, at least in the short run (eight years after college entry)

Accelerating the Integrated Instruction of Developmental Reading and Writing at Chabot College

This paper uses qualitative and quantitative data to compare the outcomes of students at Chabot College who participated in an accelerated, one-semester developmental English course and their peers who participated in a two-semester sequence. The sample included first-time students who entered college between summer 1999 and fall 2010; students were tracked for up to five years. Propensity score matching and regression analyses show that participation in the accelerated course was positively associated with a range of positive short-, medium-, and long-term outcomes, including entry-level college English completion, credit accumulation, grade point average, transfer to a four-year institution, and certificate and degree attainment. To better understand the quantitative findings, the authors draw on data from interviews with faculty, administrators, and staff; student focus groups; and classroom observations. The authors posit that the benefits of an accelerated course structure are amplified at Chabot College by a developmental English curriculum that is well aligned with college-level English and that develops critical academic literacy skills

Examining the Earnings Trajectories of Community College Students Using a Piecewise Growth Curve Modeling Approach

Policymakers have become increasingly concerned with measuring--and holding colleges accountable for--students’ labor market outcomes. In this paper we introduce a piecewise growth approach to analyzing community college students’ labor market outcomes, and we discuss how this approach differs from Mincerian and fixed-effects approaches. Our results suggest that three assumptions underpinning traditional approaches may not be well founded. We then highlight how insights gained from the growth curve approach can be used to strengthen evolving econometric analyses of labor market returns, as well as to improve the accuracy and usefulness of the relatively simple models required by policymakers and practitioners

Accelerating the integrated instruction of developmental reading and writing: An analysis of Chabot College’s developmental English pathway

Abstract This paper uses qualitative and quantitative data to compare the outcomes of students at Chabot College who participated in an accelerated, one-semester developmental English course and their peers who participated in a two-semester sequence. The sample included first-time students who entered college between summer 1999 and fall 2010; students were tracked for up to five years. Propensity score matching and regression analyses show that participation in the accelerated course was positively associated with a range of positive short-, medium-, and long-term outcomes, including entry-level college English completion, credit accumulation, grade point average, transfer to a four-year institution, and certificate and degree attainment. To better understand the quantitative findings, the authors draw on data from interviews with faculty, administrators, and staff; student focus groups; and classroom observations. The authors posit that the benefits of an accelerated course structure are amplified at Chabot College by a developmental English curriculum that is well aligned with college-level English and that develops critical academic literacy skills