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1.
Paul Diver 《Distance Education》2015,36(1):5-25
Massive open online courses (MOOCs) offer many opportunities for research into several topics related to pedagogical methods and student incentives. In the context of over 20 years of online learning research, we discuss lessons to be learned from observational comparisons and experiments on randomly chosen groups of students. We target two MOOCs for our study. We investigate dropout rates and how students who decide to drop out differ from those who continue courses. We discuss class forums and video lectures and how these interactions correlate with achievement. We explore the strong correlation between procrastination and achievement and implications for MOOC design. We examine the role of certifications offered by MOOCs and how different options can affect outcomes. We also examine the potential of linking data across courses. We discuss survey data in the context of these MOOCs. These research opportunities offer big data challenges, which are addressed with parallel computing techniques. 相似文献
2.
As a result of the ever-growing list of course technologies and software programs, higher education faculty and administration often debate which new tools are most valuable to students. This article investigates whether the use of an online textbook supplemental program (MindTap®) has a positive influence on student performance. The impact of goal achievement orientations is also discussed and factored into the analysis, as it provides insight into the motivations that drive the usage of online supplemental course materials. Results found that usage of MindTap® is positively predicted by a mastery approach goal orientation. More importantly, it was shown that usage of MindTap® positively predicts student performance, above and beyond the impact of age, gender, SAT score and goal achievement orientation. 相似文献
3.
Chen Chen Gerhard Sonnert Philip M. Sadler Dimitar Sasselov Colin Fredericks 《科学教学研究杂志》2020,57(6):879-910
Massive Online Open Courses (MOOCs) provide opportunities to learn a vast range of subjects. Because MOOCs are open to anyone with computer access and rarely have prerequisite requirements, the range of student backgrounds can be far more varied than in conventional classroom-based courses. Prior studies have shown that misconceptions have a huge impact on students' learning performance; however, no study has empirically examined the relationship between misconceptions and learning persistence. This study of 12,913 MOOC-takers examines how students' misconceptions about the upcoming course material affect course completion. Using a survival analysis approach, we found that, controlling for the score in a pre-course test, students holding more misconceptions had a higher dropout rate at the start of the course, an effect that diminished over time. Other student variables were found to have a positive impact on survival that persisted throughout the entire course: U.S. location, higher age, an intention to complete, better English skills, prior familiarity with the subject, motivation to earn a certificate, and score and time spent on the previous problem set (homework). By contrast, student gender, education level, number of previous MOOCs completed, and motivation to participate in online discussion forums did not affect survival. 相似文献
4.
Generic problem-solving skills have been identified as one of the key competencies valued by professional programmes, university students and their future employers. A lack of widely available and simple testing tools prevents assessment of the development of student problem-solving skills. As part of a research study, a generic problem-solving test was administered to 130 third-year science students during three consecutive years. A comparison between the scores students achieved in this test with their six academic marks obtained in this course showed no significant correlation. Lack of correlation between the problem-solving skill test scores and academic marks of students was confirmed in a larger population of students participating in a campus-wide study of generic problem-solving skills (n = 830). Problem solving and academic performance may represent two independent skill sets of students; testing problem-solving skills of students could be introduced to achieve a more comprehensive evaluation of undergraduate student progress and achievement. 相似文献
5.
Massive open online courses (MOOCs) have proliferated in recent years despite disagreement about the role of MOOCs in higher education and whether student outcomes are satisfactory. Taking a mixed-methods approach, the current study surveys professors who have taught MOOCs (n = 162) in order to better understand how MOOCs are perceived by instructors. Professors’ backgrounds and beliefs about the role of MOOCs in higher education and their perceptions of the experiences of students are discussed. In addition, professors’ satisfaction in teaching MOOCs is reported. The study finds that most MOOC professors are experienced faculty members with relatively little prior experience teaching online, and that they are divided about the purpose of MOOCs in the institutional landscape of higher education. 相似文献
6.
Constance A. Lightner 《Interactive Learning Environments》2016,24(1):224-238
As universities seek to bolster enrollment through distance education, faculty are tasked with maintaining comparable teaching/learning standards in traditional, blended, and online courses. Research has shown that there is an achievement gap between students taking courses exclusively offered online versus those enrolled in face-to-face classes. In an effort to mitigate these observed differences, the School of Business faculty at the research institution investigated various course models to meet the needs of a diverse, non-traditional, and multifaceted student population. Ultimately, a blended course model for statistics and quantitative method courses was developed that allowed students to choose between online, remote (via interactive television), and traditional course delivery modes each week. This model is more flexible and agile than existing blended courses that have more static components. Multiple regression analysis, χ2, and t-tests are used to demonstrate the efficacy of our model in maintaining student performance standards. 相似文献
7.
Recent developments in educational technologies have provided a viable solution to the challenges associated with scaling personalised feedback to students. However, there is currently little empirical evidence about the impact such scaled feedback has on student learning progress and study behaviour. This paper presents the findings of a study that looked at the impact of a learning analytics (LA)-based feedback system on students' self-regulated learning and academic achievement in a large, first-year undergraduate course. Using the COPES model of self-regulated learning (SRL), we analysed the learning operations of students, by way of log data from the learning management system and e-book, as well as the products of SRL, namely, performance on course assessments, from three years of course offerings. The latest course offering involved an intervention condition that made use of an educational technology to provide LA-based process feedback. Propensity score matching was employed to match a control group to the student cohort enrolled in the latest course offering, creating two equal-sized groups of students who received the feedback (the experimental group) and those who did not (the control group). Growth mixture modelling and mixed between-within ANOVA were also employed to identify differences in the patterns of online self-regulated learning operations over the course of the semester. The results showed that the experimental group showed significantly different patterns in their learning operations and performed better in terms of final grades. Moreover, there was no difference in the effect of feedback on final grades among students with different prior academic achievement scores, indicating that the LA-based feedback deployed in this course is able to support students’ learning, regardless of prior academic standing. 相似文献
8.
David Ernst 《Educational Research and Evaluation》2014,20(7-8):536-556
As student evaluation of teaching (SET) instruments are increasingly administered online, research has found that the response rates have dropped significantly. Validity concerns have necessitated research that explores student motivation for completing SETs. This study uses Vroom's [(1964). Work and motivation (3rd ed.). New York, NY: John Wiley & Sons] expectancy theory to frame student focus group responses regarding their motivations for completing and not completing paper and online SETs. Results show that students consider the following outcomes when deciding whether to complete SETs: (a) course improvement, (b) appropriate instructor tenure and promotion, (c) accurate instructor ratings are available to students, (d) spending reasonable amount of time on SETs, (e) retaining anonymity, (f) avoiding social scrutiny, (g) earning points and releasing grades, and (h) being a good university citizen. Results show that the lower online response rate is largely due to students’ differing feelings of obligation in the 2 formats. Students also noted that in certain situations, students often answer SETs insincerely. 相似文献
9.
This study employed a quasi-experimental design to examine the effects of a school-based youth participatory action research program on the education outcomes of participating high school students. The program was a year-long elective course in six high schools in the same California district whose student population is predominantly low-income youth of color. A propensity score matching approach compared the reading achievement, attendance rates, and discipline referral rates of 153 students who participated in the program to nonparticipating peers with similar demographics and baseline scores on the outcomes. Results showed that the program significantly improved students’ attendance rates with less compelling evidence for its effect on reading achievement. These findings suggest that youth participatory action research may be an effective pedagogical practice for high school students, particularly low-income students of color. 相似文献
10.
Joan I. Heller Kirsten R. Daehler Nicole Wong Mayumi Shinohara Luke W. Miratrix 《科学教学研究杂志》2012,49(3):333-362
To identify links among professional development, teacher knowledge, practice, and student achievement, researchers have called for study designs that allow causal inferences and that examine relationships among features of interventions and multiple outcomes. In a randomized experiment implemented in six states with over 270 elementary teachers and 7,000 students, this project compared three related but systematically varied teacher interventions—Teaching Cases, Looking at Student Work, and Metacognitive Analysis—along with no‐treatment controls. The three courses contained identical science content components, but differed in the ways they incorporated analysis of learner thinking and of teaching, making it possible to measure effects of these features on teacher and student outcomes. Interventions were delivered by staff developers trained to lead the teacher courses in their regions. Each course improved teachers' and students' scores on selected‐response science tests well beyond those of controls, and effects were maintained a year later. Student achievement also improved significantly for English language learners in both the study year and follow‐up, and treatment effects did not differ based on sex or race/ethnicity. However, only Teaching Cases and Looking at Student Work courses improved the accuracy and completeness of students' written justifications of test answers in the follow‐up, and only Teaching Cases had sustained effects on teachers' written justifications. Thus, the content component in common across the three courses had powerful effects on teachers' and students' ability to choose correct test answers, but their ability to explain why answers were correct only improved when the professional development incorporated analysis of student conceptual understandings and implications for instruction; metacognitive analysis of teachers' own learning did not improve student justifications either year. Findings suggest investing in professional development that integrates content learning with analysis of student learning and teaching rather than advanced content or teacher metacognition alone. © 2012 Wiley Periodicals, Inc. J Res Sci Teach 49: 333–362, 2012 相似文献
11.
Abstract This study investigated the effect of peer leadership on students' cognitive achievement in online asynchronous discussions. Undergraduate students from a large online course were randomly assigned into groups for four asynchronous discussions, with each group having two to three peer leaders. Results of the mixed-method analysis revealed that the quality of student leaders' lower-order cognitive achievement in online discussion was significantly better than that of student responders. Student leaders' higher-order cognitive level achievement in online discussion had at least the same quality as that of student responders. Moreover, both students' higher-order and lower-order cognitive achievement in discussions had positive and moderate correlation with students' course achievement. Further study should focus on methods to maximize student responders' cognitive achievement in online peer-led discussions. 相似文献
12.
ABSTRACT Researchers have been interested in classifying massive open online course (MOOC) students based on their learning behaviors. However, less attention has been paid to the cognitive attributes associated with various learning behaviors. In this study, we propose a conceptual model that links MOOC students’ observable learning behaviors to their latent attributes (i.e., individual learning versus interactive learning). Using students’ behavior data from a MOOC, we performed a cognitive diagnostic analysis to identify the students’ learning profiles and to determine how these profiles related to their course achievement. We found that a large portion of the students performed individual learning whereas only a very small portion of them overtly performed interactive learning. In addition, the students who performed interactive learning were more likely to pass the course with distinction than the students who did not show this attribute. The results of this study have important implications for improving students’ learning in MOOCs. Further, the study provides a good demonstration of how to use clickstream process data for psychometric analysis. 相似文献
13.
The benefits of using online exercises have been analysed in terms of distance learning, automatic assessment and self-regulated learning. In this study, we have not found a direct proportional relationship between student performance in the course exercises that use online technologies and the exam grades. We see that the average submission rate to these online exercises is not positively correlated with the exercise points. Yet, our results confirm that doing exercises along supports student learning and skill accumulation equipping them with the knowledge of programming. While the student performance in programming courses is affected by factors such as prior background in programming, cognitive skills and the quality of teaching, completing the course exercises via learning-by-doing is an indispensable part of teaching. Based on the student feedback from the course survey, the students are highly satisfied with using online technologies as part of learning. 相似文献
14.
Belma Halkic 《Learning, Media and Technology》2019,44(3):345-364
ABSTRACTOnline education and in particular Massive Open Online Courses (MOOCs) are often regarded as a way to solve global educational challenges. In this article, we highlight the students’ uptake of such a ‘digital solution’. Presenting initial findings from a research project in Germany, we situate our investigation in the specific context of digital educational offers for refugees, using Kiron Open Higher Education as an example. Kiron has designed an innovative academic model, with MOOCs at its core, to ease refugees’ access into higher education. Drawing from student data of 1375 Kiron students we look at students’ actual usage of the offer and the accompanying support services as well as the difficulties refugee students face while navigating online higher education. Results show, amongst others, rather low completion rates in the online courses and point to a much more nuanced picture of how students make use of the offer – putting online education as an easy, straightforward formula to the integration of disadvantaged students into question. 相似文献
15.
Use of different teaching materials and curriculum for the same subjects is always a confounding factor in studies investigating teacher characteristics and student achievement. The purpose of this study is to understand the effects of different teacher qualities on student achievement in high schools with a standards-based curriculum delivered over a blended learning environment. Utilizing quantitative research approach, this study investigates the effects of teacher characteristics and teaching practices in a course offered through Cisco Networking Academy, which has a standards-oriented curriculum delivered online. Participants in the study were 226 teachers and 3299 students from Networking Academies located in the USA. The findings suggest that certain teacher characteristics such as teaching experience, degree, and primary teaching field do not have effects on student achievement. 相似文献
16.
Alison E. Kay Judy Hardy Ross K. Galloway 《British journal of educational technology : journal of the Council for Educational Technology》2020,51(1):23-35
This study explores the relationship between engagement with an online, free-to-use question-generation application (PeerWise) and student achievement. Using PeerWise, students can create and answer multiple-choice questions and can provide feedback to the question authors on question quality. This provides further scope for students to engage in discussion about the question with their peers. Data on PeerWise use and examination performance were collected from over 3000 students across six large undergraduate courses (in physics, chemistry and biology) over three academic years in three research-intensive UK universities. A reliable and valid measure of overall PeerWise activity was created and a multilevel model developed describing the relationship between PeerWise activity and student performance in end of course examinations. Using this approach, a significant positive association was found between students’ engagement with PeerWise and their academic attainment in end of course exams, even controlling for prior ability. The implications of these findings for educators are discussed. 相似文献
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18.
Maria Puzziferro 《The American journal of distance education》2013,27(2):72-89
This study was designed to examine performance as a function of grade and course satisfaction in online undergraduate level courses, specifically students' self-efficacy for online technologies and self-regulated learning strategies. This research included a sample (N = 815) of community college students enrolled in liberal arts online courses during a single semester. The results of this study showed that online technologies self-efficacy scores were not correlated with student performance. Of the Motivated Strategies for Learning Questionnaire subscales, time and study environment and effort regulation were significantly related to performance. Students who scored higher on these subscales received higher final grades. In addition, rehearsal, elaboration, metacognitive self-regulation, and time and study environment were significantly positively correlated with levels of satisfaction. 相似文献
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Researchers of the traditional higher education system identify a number of factors affecting admission to a university (barriers to entry) and factors of its successful completion (barriers to exit). Massive open online courses (MOOCs), available to any Internet user, remove barriers to entry because anyone can study there. But do all students have an equal chance of successful completion of the online course? Do the same barriers to exit exist for MOOCs? Binary logistic regression was used to determine the way that factors related to each student's individual features affect the successful completion of online courses. This study was based on administrative data from the Coursera platform across four courses offered by the NRU HSE from February to June 2014. The results of this analysis show that there is a strong correlation between successful completion of online courses and educational experience. The probability of successful completion is higher among men with higher education who have already taken online courses and studied similar disciplines. 相似文献