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This systematic review examined multiple indicators of adolescent students' engagement in school, and the indicators' associations with teacher-student relationships (TSRs). Seven psychology, education, and social sciences databases were systematically searched. From this search, 46 published studies (13 longitudinal) were included for detailed analysis. Cross-sectional studies showed better quality TSRs were associated with enhanced engagement in school. These associations with TSRs were demonstrated among multiple indicators of student engagement (i.e., psychological engagement, academic grades, school attendance, disruptive behaviors, suspension, and dropout). Similar associations were found in longitudinal studies. Longitudinal and cross-sectional associations remained when covariates from the individual, family, school, and teacher contexts known to influence student engagement were controlled for. TSRs were shown to have an important but not exclusive role in their association with a comprehensive range of indicators of student engagement.

Nearly 15% of American students are chronically absent from school. To address absenteeism, many states have recently made chronic absence a core component of their school accountability plans. Scholars have theorized that a positive school climate can promote student attendance, but empirical support for this idea is lacking. In this study, the relationship between four student-reported measures of school climate and student attendance are investigated by analyzing two annual school climate surveys (N = 823,753) from New York City. Results indicate small associations among the four measures of perceived school climate and student attendance. Furthermore, school-level changes in perceived school climate between middle and high school were only marginally associated with student attendance.

Attendance in kindergarten and elementary school robustly predicts student outcomes. Despite this well-documented association, there is little experimental research on how to reduce absenteeism in the early grades. This paper presents results from a randomized field experiment in 10 school districts evaluating the impact of a low-cost, parent-focused intervention on student attendance in grades K–5. The intervention targeted commonly held parental misbeliefs undervaluing the importance of regular K–5 attendance as well as the number of school days their child had missed. The intervention decreased chronic absenteeism by 15%. This study presents the first experimental evidence on how to improve student attendance in grades K–5 at scale and has implications for increasing parental involvement in education.

Maternal attendance patterns in free-ranging wildlife can provide insight into basic biology, foraging behavior, and population dynamics. We collected detailed visual observations of attendance patterns by adult lactating Steller sea lions (Eumetopias jubatus) from 2005 to 2007 on 6 major rookeries in the Russian Far East, including those with an increasing population trend (Sea of Okhotsk), severely depleted populations that were recovering (Kuril Islands), or those that were stable (Commander Islands). Individually identifiable females were observed during the postpartum period, with special attention paid to presence and absence during the day and to departure and arrival times. Within Russia females on several Kuril Islands rookeries exhibited extremely short foraging trip durations (median 6.5–8.0 h) and spent higher proportions of time on the rookery (75–82%), whereas females in the Sea of Okhotsk population had the longest trips (median 19.8 h) and spent the least amount of time on the rookery (60%). Most indices of attendance pattern were more favorable (longer peripartum period, higher proportion of time spent on rookery, shorter trips, and longer visits) than those reported in Alaska and much more so than those in California during El Niño years, where the proportion of time spent on the rookery was nearly half that in Russia. Females >6 years of age had shorter trips and longer visit durations than the youngest females (4–5 years), and older mothers exhibited significantly longer periods of nursing before taking their 1st trip, suggesting greater physical condition for older females. Although trip durations remained constant throughout the season, visit durations shortened significantly as the pups aged, suggesting that increasing nutritional demands of pups are met by more frequent, rather than longer, trips. No apparent relationships between attendance patterns and population status were observed; however, many of the differences in attendance patterns throughout the range of the Steller sea lion could be related to local variation in bathymetry and diet patterns.

We used self-report surveys to gather information on a broad set of non-cognitive skills from 1,368 eighth graders. At the student level, scales measuring conscientiousness, self-control, grit, and growth mindset are positively correlated with attendance, behavior, and test-score gains between fourth grade and eighth grade. Conscientiousness, self-control, and grit are unrelated to test-score gains at the school level, however, and students attending over-subscribed charter schools score lower on these scales than do students attending district schools. Exploiting admissions lotteries, we find positive impacts of charter school attendance on achievement and attendance but negative impacts on these non-cognitive skills. We provide suggestive evidence that these paradoxical results are driven by reference bias or the tendency for survey responses to be influenced by social context.

Research has demonstrated that regular school attendance is necessary for acceptable academic performance and the development of desirable social skills and behaviors. One in seven students in the United States struggles with chronic absenteeism, and 36 states use accountability metrics that are designed to assess attendance rates as part of school performance profiles. The current meta-analysis examined the effects of interventions and programs on student attendance outcomes in pre-K-12 public schools. Data were taken from 22 random and nonrandom controlled intervention studies published from 2000 to 2018. Between-group (weighted g = 0.25; 95% confidence interval [CI], 0.14-0.36) and within-group (weighted g = 1.04; 95% CI, 0.32-1.76) research designs resulted in small effects on attendance outcomes. Interventions were coded across three categories: behavioral interventions, family-school partnerships, and academic interventions. All three intervention areas resulted in small effects (weighted g = 0.09-0.26). The confidence interval for family-school partnerships was the only one that included 0, which suggests the possibility of a zero effect for that variable. Results suggest that most practices implemented to improve student attendance are either understudied, lead to small effects, or both. Implications for practice and future research regarding attendance interventions are discussed.

Teachers of color increase school success for students of color. Yet, little attention has been paid to whether school attendance behaviors also increase from same race and ethnicity matches. To address this, our study used administrative data provided by a California high school district for the school years 2014 to 2018. We explored student absenteeism at the date and class period levels. Using this rich, longitudinal data set, we employed grade, school, class period, student, and date fixed effects models to examine the association between student–teacher matches and student absenteeism. Student–teacher race and ethnicity matches were associated with fewer unexcused absences for Latinx students. The results also indicate that associations were strongest for Latinx students in 11th and 12th grades—the age group in K–12 that has the most individual agency when it comes to getting to school. Furthermore, we found no evidence of declines in excused absences, which reflect health.

A meta-analysis of the relationship between class attendance in college and college grades reveals that attendance has strong relationships with both class grades (k = 69, N = 21,195, p = .44) and GPA (k = 33, N = 9,243, p = .41). These relationships make class attendance a better predictor of college grades than any other known predictor of academic performance, including scores on standardized admissions tests such as the SAT, high school GPA, study habits, and study skills. Results also show that class attendance explains large amounts of unique variance in college grades because of its relative independence from SAT scores and high school GPA and weak relationship with student characteristics such as conscientiousness and motivation. Mandatory attendance policies appear to have a small positive impact on average grades (k = 3, N = 1,421, d = .21). Implications for theoretical frameworks of student academic performance and educational policy are discussed.

In traditional school-based learning, attendance was regarded as a proxy for engagement and key indicator for performance. However, few studies have explored the effect of in-class attendance in technology-enhanced courses that are increasingly provided by secondary institutions. This study collected n = 367 undergraduate students’ log files from Moodle and applied learning analytics methods to measure their lecture attendance, online learning activities, and performance on online formative assessments. A baseline and an alternative structural equation models were used to investigate whether online learning engagement and formative assessment mediated the relationship between lecture attendance and course academic outcomes. Results show that lecture attendance does not have a direct effect on academic outcomes, but it promotes performance by leveraging online learning engagement and formative assessment performance. Findings contribute to understanding the impact of in-class attendance on course academic performance and the interplay of in-class and online-learning engagement factors in the context of technology-enhanced courses. This study recommends using a variety of educational technologies to pave multiple pathways to academic success.