Examining the Role of Advanced Placement® Exam Participation in 4‐Year College Enrollment

The purpose of the current study was to examine the relationship between Advanced Placement (AP) exam participation and enrollment in a 4‐year postsecondary institution. A positive relationship was expected given that the primary purpose of offering AP courses is to allow students to engage in college‐level academic work while in high school, and potentially receive college credit by earning qualifying scores on the corresponding AP exam. Therefore, college preparation and planning is an implicit and explicit part of AP participation. Analyzing a national sample of over 1.5 million students, the current study found that AP participation was related to college enrollment, even after controlling for student demographic and ability characteristics and high school level predictors. For example, the odds of attending a 4‐year postsecondary institution increased by at least 171% for all three AP participation groups (taking either one AP exam, two or three AP exams, or four or more AP exams) as compared to students who took no AP exams. Given the current political environment and the renewed interest in readying high school students for college, these results may help inform and shape educational initiatives targeted at the school, district, state, or even national level.     

Comparing Academic Readiness Requirements for Different Postsecondary Pathways: What Admissions Tests Tell Us

Ensuring postsecondary readiness is a goal of K‐12 education, but it is unclear whether high school students should get different messages about the required levels of academic preparation depending on their postsecondary trajectories. This study estimated readiness benchmark scores on a college admissions test predictive of earning good grades in majors associated with middle‐skills occupations at 2‐year postsecondary institutions. Results generally indicated similarity between those scores, the corresponding scores for students preparing for high‐skills jobs requiring a bachelor's degree, and established readiness benchmarks for the general college‐going population. Subsequent analyses revealed small variation between readiness benchmarks for different college majors. Overall, results suggest that high school graduates need a strong academic foundation regardless of the postsecondary path they choose.     

Heterogeneous paths through college: Detailed patterns and relationships with graduation and earnings

A considerable fraction of college students and bachelor's degree recipients enroll in multiple postsecondary institutions. Despite this fact, there is scant research that examines the nature of the paths – both the number and types of institutions – that students take to obtain a bachelor's degree or through the higher education system more generally. We also know little about how enrollment in multiple institutions of varying quality relates to postgraduate life outcomes. We use a unique panel data set from Texas that allows us to examine in detail the paths that students take toward a bachelor's degree and estimate how enrollment in multiple institutions is related to both degree completion and subsequent earnings. We show that the paths to a bachelor's degree are diverse and that earnings and BA receipt vary systematically with these paths. Our results call attention to the importance of developing a more complete understanding of why students transfer and what causal role transferring has on the returns to postsecondary educational investment.     

THE EFFECT OF ACADEMIC FACTORS ON TRANSFER STUDENT PERSISTENCE AND GRADUATION: A COMMUNITY COLLEGE TO LIBERAL ARTS COLLEGE CASE STUDY

Critics contend that enrollment in a community college lessens the likelihood that a student will complete a bachelor's degree (S. Brint & J. Karabel, 1989). A number of studies have examined personal, demographic, and environmental characteristics that influence the academic performance of community college transfer students. This research has included characteristics that are not readily available to admissions representatives at four‐year institutions, and studies have not considered the private, liberal arts college as the senior institution.

The purpose of this study was to identify easily ascertainable characteristics that occur prior to transfer and to assess the relationship of these characteristics to persistence and baccalaureate attainment at a private, liberal arts college. Two academic factors related to persistence and graduation were included in the methodology: completion of the associate (AA) degree and community college grade point average (GPA) The subjects for the study were 200 students who completed the AA degree and transferred from one of three community colleges to a private, liberal arts college over a 5‐year period.

Results indicated that whereas completion of the AA degree resulted in a higher persistence/graduation rate, completion of the AA degree with a community college GPA of 3.0 or higher increased the persistence/graduation rate to a level equal to that of native students.     

High Educational Expectations and Low Achievement: Stability of Educational Goals Across Adolescence

Abstract

Data from the National Education Longitudinal Study of 1988 were used to investigate variables that predicted stability of adolescents' postsecondary educational expectations from Grade 8 to 2 years after high school. The study included students who had early expectations for at least a bachelor's degree as well as 8th-grade reading or mathematics test scores that were below the median. All participants had high early expectations and comparatively low early achievement. Six years later, approximately 76% of the participants still had high expectations, whereas 24% of them no longer expected to earn a bachelor's degree. Results provide support for the addition of variables to the social cognitive model of educational achievement when predicting long-term educational expectations and attainment.     

College Credit on the Table? Advanced Placement Course and Exam Taking

Millions of high school students who take an Advanced Placement (AP) course in one of over 30 subjects can earn college credit by performing well on the corresponding AP exam. Using data from four metro-Atlanta public school districts, we find that 15 percent of students’ AP courses do not result in an AP exam. We predict that up to 32 percent of the AP courses that do not result in an AP exam would result in a score of 3 or higher, which generally commands college credit at colleges and universities across the United States. Next, we examine disparities in AP exam-taking rates by demographics and course taking patterns. Most immediately policy relevant, we find evidence consistent with the positive impact of school district exam subsidies on AP exam-taking rates. In fact, students on free and reduced-price lunch (FRL) in the districts that provide a higher subsidy to FRL students than non-FRL students are more likely to take an AP exam than their non-FRL counterparts, after controlling for demographic and academic covariates.     

The success of college students with learning disabilities: factors related to educational attainment.

This study reports on the educational attainment of 62 college students with learning disabilities as compared to a sample of 58 peers matched on gender and ACT composite score (+/- 1 point or exact match). All students were native English speakers and were enrolled as degree candidates in a small, competitive, private, midwestern college. Groups were compared on age, high school preparation and performance, college grades, GPA at the end of each year of study, graduation and academic failure rate, and time taken to complete degree. Factors that may have influenced outcomes are discussed as are implications for college admissions officers, college students with learning disabilities, service providers, and academic advisors.     

Where to attend? Estimating the effects of beginning college at a two-year institution

Two-year colleges are an important part of the higher education system in the United States but there are concerns as to how attendance at these institutions affects educational attainment and labor market outcomes. This paper uses data from a nationally representative survey to examine the impact of students beginning their college career at a two-year college instead of a four-year college. Treatment effects are estimated using both standard regression techniques as well as propensity score matching. As these estimates may be contaminated because of selection on unobservable characteristics this paper will also employ a number of sensitivity analyses to consider the potential bias. The results show large negative impacts on both educational attainment and labor market outcomes for men and women who begin at a two-year college, even for those students who expect to complete a bachelor's degree. The evidence from the sensitivity analyses suggest that to eliminate these large effects there would need to be substantial, and arguably implausible, selection on unobservable characteristics.     

Performance,Perseverance, and the Full Picture of College Readiness

Although college readiness is a centerpiece of major educational initiatives such as the Common Core State Standards, few systems have been implemented to track children's progress toward this goal. Instead, college‐readiness information is typically conveyed late in a student's high‐school career, and tends to focus solely on academic accomplishments—grades and admissions test scores. Late‐stage feedback can be problematic for students who need to correct course, so the purpose of this research is to develop a system for communicating more comprehensive college‐readiness diagnoses earlier in a child's K‐12 career. This article introduces college‐readiness indicators for middle‐school students, drawing on the National Education Longitudinal Study of 1988 (NELS), a nationally representative longitudinal survey of educational inputs, contexts, and outcomes. A diversity of middle‐school variables was synthesized into six factors: achievement, behavior, motivation, social engagement, family circumstances, and school characteristics. Middle‐school factors explain 69% of the variance in college readiness, and results suggest a variety of factors beyond academic achievement—most notably motivation and behavior—contribute substantially to preparedness for postsecondary study. The article concludes with limitations and future directions, including the development of college‐readiness categories to support straightforward communication of middle‐school indicators to parents, teachers, and students.     

Access,attrition, test scores,and grades of college entrants and persisters: 1965–1973

This study contrasts the distributions of indices of academic abilities and achievements of entering freshmen classes and of classes at the end of the first year of college over an eight-year period. The data reported are based on two groups of students: one comprised of all students who completed the ACT Assessment Program and subsequently enrolled in college, and the other group comprised of all students in the first group completing their first year of college. Data collected show a decline in ACT test scores, an increase in the high school grades of college entrants, and the stability of test scores and increases in college grades of freshmen completing their first year of college.Presented at the American Association of Collegiate Registrars and Admissions Officers National Conference, Minneapolis, Minnesota, April, 1975.     

Self‐Assessed Intelligence and Academic Performance

This paper reports the results of a two‐year longitudinal study of the relationship between self‐assessed intelligence (SAI) and academic performance (AP) in a sample of 184 British undergraduate students. Results showed significant correlations between SAI (both before and after taking an IQ test) and academic exam marks obtained two years later, even when IQ scores were partialled out. Several continuous assessment indicators (notably attendance, oral expression, and motivation) were also significantly correlated with SAI, even when IQ scores were controlled. A series of hierarchical regressions indicated that although exam grades were best predicted by IQ, SAI showed significant incremental validity in the prediction of AP, accounting for an additional 3% of exam, 9% of continuous assessment, and 2% of essay grades. Results are discussed with regard to current trends to integrate individual differences underlying AP.     

Examination of Indices of High School Performance Based on the Graded Response Model

We examined summary indices of high school performance (coursework, grades, and test scores) based on the graded response model (GRM). The indices varied by inclusion of ACT test scores and whether high school courses were constrained to have the same difficulty and discrimination across groups of schools. The indices were examined with respect to skewness, incremental prediction of college degree attainment, and differences across racial/ethnic and socioeconomic subgroups. The most difficult high school courses to earn an “A” grade included calculus, chemistry, trigonometry, other advanced math, physics, algebra 2, and geometry. The GRM‐based indices were less skewed than simple high school grade point average (HSGPA) and had higher correlations with ACT Composite score. The index that included ACT test scores and allowed item parameters to vary by school group was most predictive of college degree attainment, but had larger subgroup differences. Implications for implementing multiple measure models for college readiness are discussed.     

ALLEVIATING TRANSFER SHOCK: CREATING AN ENVIRONMENT FOR MORE SUCCESSFUL TRANSFER STUDENTS

Community college students transferring to a 4-year college or university face a variety of challenges. Social and academic issues can pose potential hurdles to graduating with a bachelor's degree for these students. Community colleges and 4-year institutions must work closely together to create more efficient and effective partnerships for students transitioning through the higher education system. This article makes suggestions for community college staff and faculty members to help transfer students successfully transition into university life and complete a bachelor's degree.     

The Primary Classification Test

ABSTRACT

The authors sought to better understand the relationship between students participating in the Advanced Placement (AP) program and subsequent performance on the Scholastic Aptitude Test (SAT). Focusing on students graduating from U.S. public high schools in 2010, the authors used propensity scores to match junior year AP examinees in 3 subjects to similar students who did not take any AP exams in high school. Multilevel regression models with these matched samples demonstrate a mostly positive relationship between AP exam participation and senior year SAT performance, particularly for students who score a 3 or higher. Students who enter into the AP year with relatively lower initial achievement are predicted to perform slightly better on later SAT tests than students with similar initial achievement who do not participate in AP.     

The Effect of High School Socioeconomic Status on the Predictive Validity of SAT Scores and High School Grade‐Point Average

Research has often found that, when high school grades and SAT scores are used to predict first‐year college grade‐point average (FGPA) via regression analysis, African‐American and Latino students, are, on average, predicted to earn higher FGPAs than they actually do. Under various plausible models, this phenomenon can be explained in terms of the unreliability of predictor variables. Attributing overprediction to measurement error, however, is not fully satisfactory: Might the measurement errors in the predictor variables be systematic in part, and could they be reduced? The research hypothesis in the current study was that the overprediction of Latino and African‐American performance occurs, at least in part, because these students are more likely than White students to attend high schools with fewer resources. The study provided some support for this hypothesis and showed that the prediction of college grades can be improved using information about high school socioeconomic status. An interesting peripheral finding was that grades provided by students’ high schools were stronger predictors of FGPA than were students’ self‐reported high school grades. Correlations between the two types of high school grades (computed for each of 18 colleges) ranged from .59 to .85.     

The association of precollege use of calculators with student performance in college calculus

This study investigates how the use of calculators during high school mathematics courses is associated with student performance in introductory college calculus courses in the USA. Data were drawn from a nationally representative sample of 7087 students enrolled in college calculus at 134 colleges and universities. They included information about students’ demographics, standardized test scores, and high school mathematics course enrollment and performance. Factor analysis reduced ten items describing high school calculator usage to two composites: how extensively calculators were employed and teacher-imposed restrictions on their use. Hierarchical linear models predicted students’ college calculus grades, reported by their professor, while controlling for differences between colleges and student backgrounds. The more extensively students had used calculators in high school, the lower their grade in college calculus. However, students earned higher college calculus grades to the extent that their high school teachers had limited calculator use on quizzes and exams and had restricted calculator use until paper-and-pencil methods had been mastered, which offset the negative association of extensive calculator use with grades. The effect sizes of both calculator composites were very small. Overall, the findings raise doubts about any substantial long-term effects on college mathematics performance of calculator use in high school.     

Cooperative Work Experience Education Program

Community colleges face a laundry list of challenges. In the forefront is the lack of bachelor's degree attainment of community college transfer students. Community colleges are taking a variety of steps to aid transfer. One of the newer trends focuses on the benefits of collaborative partnerships between a community college and four-year institutions. The impact of collaborative partnerships is especially significant to students in rural areas where access to higher education has been limited for several reasons. Nine years ago, Hazard Community and Technical College (HCTC) partnered with several public and private four-year institutions to provide students with increased access to bachelor degree programs. The resulting concurrent use partnership model, the University Center of the Mountains (UCM; http://www.ucmky.net), may be viewed as an example of the advantages offered by this particular step. UCM is a response to critics of the community college baccalaureate who point to a variety of potential problems when the community college mission is extended in this fashion.     

USE OF THE COMMUNITY COLLEGE IN BACCALAUREATE ATTAINMENT AT A PRIVATE LIBERAL ARTS COLLEGE

A number of studies have shown that the associate degree track no longer reflects the path of community college students pursuing bachelor's degrees. Rather, students use the community college to fulfill specific degree requirements. This study investigated whether community college credits were used to fulfill core or major requirements among baccalaureate graduates of a private liberal arts college over a five-year period. Results indicate that more than one-third of graduates used the community college to fulfill requirements for the bachelor's degree. Overall, the primary use of the community college was to fulfill requirements for the core curriculum. Use of the community college was greatest among humanities majors, with business majors completing the most community college hours.     

What is at stake without high-stakes exams? Students’ evaluation and admission to college at the time of COVID-19

The outbreak of COVID-19 in 2020 inhibited face-to-face education and constrained exam taking. In many countries worldwide, high-stakes exams happening at the end of the school year determine college admissions. This paper investigates the impact of using historical data of school and high-stakes exams results to train a model to predict high-stakes exams given the available data in the Spring. The most transparent and accurate model turns out to be a linear regression model with high school GPA as the main predictor. Further analysis of the predictions reflect how high-stakes exams relate to GPA in high school for different subgroups in the population. Predicted scores slightly advantage females and low SES individuals, who perform relatively worse in high-stakes exams than in high school. Our preferred model accounts for about 50% of the out-of-sample variation in the high-stakes exam. On average, the student rank using predicted scores differs from the actual rank by almost 17 percentiles. This suggests that either high-stakes exams capture individual skills that are not measured by high school grades or that high-stakes exams are a noisy measure of the same skill.     

Transfer Student Success: Exploring Community College,University, and Individual Predictors

ABSTRACT

This paper investigates community college transfer success by exploring the relationship between individual and institutional-level characteristics at students’ two- and four-year institutions. Using statewide administrative data from North Carolina, this study employs a cross-classified multilevel model to investigate the impact that a student’s community college and four-year transfer institution have on post-transfer success. Our findings offer important and compelling insights into the relationship between transfer students, the community college they attended, the four-year transfer institution, and educational outcomes. While individual effects were small, we find several institutional factors associated with student success. Attendance at a large community college or having a public university in the same county as their community college is positively associated with student success, whereas size of the university is negatively related to grades during the first year and persistence to the second year. While the four-year institution’s selectivity is negatively related to many of our outcomes, transferring to a Historically Black College or University is positively associated with GPA, college persistence, and degree completion.