Achieving effective learning effects in the blended course: a combined approach of online self-regulated learning and collaborative learning with initiation

In many countries, undergraduates are required to take at least one introductory computer course to enhance their computer literacy and computing skills. However, the application software education in Taiwan can hardly be deemed as effective in developing students' practical computing skills. The author applied online self-regulated learning (SRL) and collaborative learning (CL) with initiation in a blended computing course and examined the effects of different combinations on enhancing students' computing skills. Four classes, comprising 221 students, participated in this study. The online SRL and CL with initiation (G1, n?=?53), online CL with initiation (G2, n?=?68), and online CL without initiation (G3, n?=?68) were experimental groups, and the last class, receiving traditional lecture (G4, n?=?32), was the control group. The results of this study show that students who received the intervention of online SRL and CL with initiation attained significantly best grades for practical computing skills, whereas those that received the traditional lectures had statistically poorest grades among the four classes. The implications for schools and educators who plan to provide online or blended learning for their students, particularly in computing courses, are also provided in this study.     

Research on Teaching the Psychology of Women

Research into the impact of psychology of women courses (and women's studies, generally) has been conducted only infrequently. The literature consists largely of anecdotal reports of changes in attitudes toward women as a function of participating in such courses. Existing quantitative studies are usually limited to measures of pre-course to post-course attitude changes, and occasionally such changes are related to demographic factors. The purpose of this article is to review current studies and to suggest additional research approaches in this area. At least three methods are recommended for studying the effect of psychology of women courses. First, there is a need for comparative studies of two types: psychology of women course vs. other course comparisons, and psychology of women course vs. other related experiences (consciousness-raising groups, feminist therapy, etc.). Second, there is a need for follow-up assessment of students in these courses. Finally, in both the comparative and follow-up studies, behavioral measures should be used.     

Concurrent validity of an online version of the Timeline Followback assessment

The Timeline Followback (TLFB) interview has been used extensively in the assessment of alcohol and other substance use. While this methodology has been validated in multiple formats for multiple behaviors, to date no systematic comparisons have been conducted between the traditional interview format and online versions. The present research employed a randomized within-subjects design to compare interview versus online-based TLFB assessments of alcohol and marijuana use among 102 college students. Participants were randomly assigned to receive either the online version first or the in-person interview format first. Participants subsequently completed the second format within 3 days. While we expected few overall differences between formats, we hypothesized that differences might emerge to the extent that participants are more comfortable and willing to answer honestly in an online format, which provides a degree of anonymity. Results were consistent with expectations in suggesting relatively few differences between the online version and the in-person version. Participants did report feeling more comfortable in completing the online version. Moreover, greater discomfort during the in-person assessment was associated with reporting more past-month marijuana use on the online assessment, but reported discomfort did not moderate differences between formats in reported alcohol consumption. (PsycINFO Database Record (c) 2012 APA, all rights reserved).     

Line bisection-based hemisphericity estimates of university students and professionals: evidence of sorting during higher education and career selection

Recently, hemisphericity has been assessed by six intercorrelated methods. Here, one of these, the "Best Hand Test," a two-hand line bisection-based biophysical method relatively independent of language, culture, or education, was applied to the measurement of hemisphericity distributions within large groups. Entering university students (n=402) enrolled in three lower division courses were chosen as a reference population. Each of these classes contained about 56% left brain-oriented individuals. In contrast, mean student left-brain distributions in four specialized, upper level courses (n=180), ranged from 35 to 68%, suggestive of hemisphericity sorting. Even more pronounced hemisphericity distribution differences were found within university representatives of 15 professions (n=421) and within professional subspecialists (n=45). For example, of biochemists (n=18), 83% were left brain-oriented, while among astronomers (n=21), only 29% were. These results are of intrinsic interest, and demonstrate the capability of the Best Hand Test to estimate hemisphericity in large groups.     

Masculinity, femininity, and women scientists' self-esteem and self-acceptance

The literature suggests women scientists are a unique population. The present study investigated differences in self-esteem, self-acceptance, masculinity and femininity among several sample populations of women, including scientists (n = 62), professionals (other than scientists) (n = 89), college students (n = 83), clients (n = 52), and victims of domestic violence (n = 57). The Personal Orientation Inventory (Shostrom, 1974) and Bem Sex Role Inventory (Bem, 1974) were administered to subjects, together with a demographic data sheet. An ANOVA was used to investigate differences between women scientists and other groups of women, and correlations were used to examine the relationship of masculinity and femininity with self-esteem and self-acceptance. Masculinity was found to correlate with self-esteem for all but the student group and with self-acceptance for all but the student and scientist group. Self-acceptance scores were significantly lower for women scientists than for professional and student groups, and femininity scores were significantly lower for scientists than for all other groups of women.     

Emotional well-being of college students in health courses with and without an exercise component

This study was designed to examine the effects of exercise on indices of emotional well-being of 584 college students enrolled in either a lecture-only health course or one of six health-fitness courses, each using a different mode of exercise including cross-training, aerobics, yoga, circuit weight training, swimming, and walk/jog. Each participant completed the Self-perception Profile for College Students developed by Neeman and Harter. Analysis yielded significant differences on five indices of emotional well-being (Global Self-worth, Appearance, Romantic Relationships, Social Acceptance, and Athletic Competence) between pre- and posttest scores of participants enrolled in the health-fitness courses, while no differences were found between pre-and posttest scores of participants enrolled in the lecture-only health course. Of the seven subscales examined, a significant interaction effect was found between sex/time and Romantic Relationships/Athletic Competence, with women reporting greater gains than men.     

Reflections on teaching health care ethics on the web

As web instruction becomes more and more prevalent at universities across the country, instructors of ethics are being encouraged to develop online courses to meet the needs of a diverse array of students. Web instruction is often viewed as a cost-saving technique, where large numbers of students can be reached by distance education in an effort to conserve classroom and instructor resources. In practice. however, the reverse is often true: online courses require more of faculty time and effort than do many traditional classes. Based on personal experience teaching an online course in health care ethics for students in the Allied Health Professions, it is evident that there are both benefits and challenges in teaching online courses, particularly in ethics. Examples of benefits are (1) the asynchronous nature of web instruction allows students to progress through the course at their own pace and at times that are convenient given their clinical responsibilities; (2) web courses allow for a standardization of content and quality of instruction over a diversity of programs; and (3) examples can be tailored to the differing experiences of students in the course. Some challenges to teaching online ethics courses include (1) the fact that online instruction benefits visual learners and disadvantages those lacking good reading comprehension or strong writing skills; (2) developing meaningful student-student and student-instructor interaction; and (3) teaching ethics involves teaching a process rather than a product. Allowing students to apply their knowledge to real-world cases in their disciplines and encouraging them to share experiences from clinical practice is an effective way to meet several of these challenges. Building an online community is another good way to increase the interaction of students and their engagement with the material.     

Computer-based training versus traditional lecture: Effect on learning and retention

This study investigated the effectiveness of computer-based training (CBT) versus the standard or traditional lecture method. The study was conducted at a large pharmaceutical manufacturing site located in Eastern North Carolina. Subjects were chemical processors in the bulk chemical production division (N=54). All subjects completed a comprehensive hazardous chemicals safety training program, with one treatment group completing the course via a self-directed computer program (n=27) and one completing the course via traditional instructor-led sessions (n=27). Both delivery formats were identical relative to learning objectives and content. Level of learning was assessed via a 33-item pretest and posttest. Subjects were also administered a 33-item retention test one month following completion of the program. Subject biographical data, including educational level, were collected by questionnaire and the Computer Anxiety Index (CAIN) was administered to assess subjects' level of computer anxiety within the CBT group. Satisfaction with training was assessed in both treatment groups. Results indicated 1) both groups demonstrated significant learning following training, 2) there was no significant difference in level of learning between the two groups, 3) retention after one month was significantly higher in the CBT groups, 4) there was no correlation between educational level or computer anxiety and learning, and 5) there was no significant difference between the two groups on satisfaction with the training experience.     

The French-as-a-second-language learning experience of anglophone and allophone university students

To compare the French-as-a-second-language learning experience of anglophones (n=187) and allophones (n=61), demographic and background information, selfevaluations, data on language anxiety, and final grades are analysed for students taking first-, second-, and third-year French courses at a Canadian university. It was found that both groups share more characteristics than they differ in the process of learning a second language. More important, they experience comparable anxiety levels, and their final grades in language courses do not differ significantly.     

心理因素与学业表现：机器学习分类预测模型

随着高等教育规模的扩大,学业表现不良逐渐成为一个不容忽视的现象,对学业表现不良的学生进行预测并提早给予干预可降低退学率并减少教育资源的损失。由于导致学业表现不良的因素众多且关系复杂,传统的基于相关分析的研究方法很难建立早期预测模型并进行应用。本研究旨在利用机器学习算法,对数据进行挖掘,并建立学业表现预测模型。研究对653名大一新生的心理健康状况、应对方式、人格、内外控倾向和相关人口统计学信息进行了收集,并在一年后采集了其学业成绩,利用随机森林(RF)、K邻近（KNN）、支持向量机（SVM）、决策树（DT）、朴素贝叶斯（NB）等机器学习算法建立了分类模型。结果显示,随机森林算法在识别学业表现不良学生时有最好的表现,其中准确率95.86%, 召回率91.83%,f1分数为93.80%。特征重要性分析显示,前10个对模型有最高贡献度的特征包括：年龄、性别、是否为独生子、内外控倾向、神经质倾向、积极应对倾向、宜人性倾向、一般症状指数、开放性倾向和焦虑水平。为避免过度拟合问题,本研究在一年后收集的166名新生样本中进行了模型验证,结果显示模型在新数据集上有较好的泛化表现,其中f1分数90.90％,准确率92.60％,召回率89.26％。研究提示基于人口统计学和心理测评信息,机器学习算法有助于及早识别学业表现不良学生并为开展早期干预提供启示。     

A Comparison of Study Session Formats on Attendance and Quiz Performance in a College Course

We compared two formats for optional study sessions offered to students in a research methods course. Study sessions alternated between a game format (e.g., Behavioral Jeopardy) and a student-directed question and answer format, presented in counterbalanced order across different sections of the same course. The results of the alternating treatments design in Study 1 indicated that, despite improvements in quiz performance relative to baseline, there were no consistent differences between the two formats on attendance at the study sessions or on weekly quiz performance. Similar results were obtained in a systematic replication (Study 2) in which opportunities to respond to game questions were equated across study sessions.     

A comparison of remedial, failure, and successful secondary school students across self-perception and past and present school performance variables

Three groups of Grades 9-10 adolescents were compared across a combination of self-perception and school performance variables (past and present). The three groups studied were (1) students in remedial math and English classes (Remedials), (2) unsuccessful regular-stream students failing three or more subjects (Failures), and (3) successful regular-stream students failing no more than one course (Controls). The sample of 96 students was predominantly female, and subjects were enrolled in a general nonuniversity preparatory program at a commercial high school in an inner-city working-class district. Five sets of measures were used: Self-Perception Measures (Peer, Family, and Academic Self-Concept scales, as well as self-report measures of Study Habits and Educational Aspirations), Current, Past and Follow-up School Performance Measures (academic and nonacademic), and Attribution Measures (student and teacher attributions of reason for failure). Results indicated significant differences between the three groups on several variables. Compared with the Controls, both Remedials and Failures had lower Academic Self-Concepts and lower Reading Levels, but only the Remedials had significantly lower levels of Intellectual Functioning, in addition to lower Math Achievement Levels than the Controls. The Failure group was significantly lower than the other two groups on Family Self-Concept, Attendance, and Overall Grade Percentage (both at the initial and follow-up periods), and they had records showing a higher frequency of elementary school Behavior Problems. Thus it was suggested that school failure was related to emotional difficulties to a significantly greater degree for the Failure group as compared to the Remedial group, which was characterized by more straightforward academic and intellectual deficits. Finally, Failures and Remedials and their teachers tended to attribute the student's failure in particular courses fairly equally to either the student's difficulty in grasping the subject matter, or to insufficient effort, whereas those Controls who were failing a course tended to blame their failure on "Teacher Problems."     

Depression, Psychological Resources, and Health-Related Quality of Life in Older Adults 75 and Above

The purposes of this study were (1) to compare psychological resources and health-related quality of life between two groups of community-dwelling elders, 75 years of age and older, with similar chronic illnesses, but with varying levels of depression, and (2) to examine the relationships among depression, psychological resources, and health-related quality of life. Fifty-two elders (14 men and 38 women) were divided into mildly (n = 18) and severely (n = 34) depressed groups based on their depression scores. There were no significant differences between the two groups for demographic and illness characteristics. There were significant differences for number of medications, mastery, health perceptions, mental health functioning, and well-being. Severely depressed elders had poorer health perceptions, and decreased mastery, functioning, and well-being as compared with mildly depressed elders. An explanatory model was developed using factor analysis that fit the data well. Health perceptions and mastery had direct influences on depression, and depression directly impacted well-being.     

Multimedia comprehension skill predicts differential outcomes of web-based and lecture courses

College students (134 women and 55 men) participated in introductory psychology courses that were offered largely online (on the World Wide Web) or in a lecture format. Student comprehension skills were inferred from their scores on a multimedia comprehension battery. The learning of content knowledge was affected interactively by comprehension skill level and course format. Differences between format increased with comprehension skill such that the Web-based course advantage became greater as comprehension skill increased. This same pattern was not seen when self-reports of comprehension ability were used as the predictor. Furthermore, comprehension skill did not predict course satisfaction. Generally, students of all skill levels preferred the lecture courses.     

Unified Protocol for the Transdiagnostic Prevention of Emotional Disorders: Evaluation of a Brief,Online Course for College Freshmen

The transition to college represents a period of increased risk for developing a range of mental health conditions, highlighting the need for effective preventive interventions delivered in this setting. The purpose of the present study was to explore the feasibility, acceptability, and efficacy of a preventive version of the unified protocol for college students; this intervention, called emotions 101 was provided in a very brief, online course format. Unselected students (N = 243) were randomized to either the course (n = 120) or wait-list (n = 123) condition, and all participants were asked to complete self-report measures of stress, negative affectivity, and quality of life at baseline, 1-month, 6-month, and 8-month follow-up time points. Despite recruitment challenges, once participants enrolled in the course, they were likely to complete it and provide favorable satisfaction ratings and qualitative feedback. With regard to efficacy, there were no significant differences on our primary (emotional) outcomes (i.e., stress, negative affectivity, quality of life) as a function of condition, though individuals randomized to receive the course demonstrated significantly higher grade point averages at the end of their first college semester than those in the wait-list condition. Taken together, the findings from the present study suggest that a very brief, online prevention program for emotional disorders administered in a healthy sample does not significantly impact mental health variables.     

Designing appropriate blended courses: a students' perspective

The computing education in Taiwan's vocational schools usually focuses on how to help students enhance their professional skills and pass certified examinations. In addition, due to national education policy and universities' regulations, pure online courses are not permitted in Taiwan. In order to design appropriate blended learning (BL) courses, the author explored the effects of web-mediated self-regulated learning (SRL) with variations in online class frequency on enhancing students' computing skills and their perspective of the blended courses. A total of 172 students, divided into four groups, participated in the experiment. The results showed that students in the SRL and BL group with five online classes had the highest scores for using a database management system (DBMS), and the highest pass rate on certified examinations. Students in this group also expressed their positive perspective on the arrangement of their blended course with the intervention of web-mediated SRL.     

Predictors of online information seeking by international students when disaster strikes their countries.

This study explores factors influencing international students' likelihood of using the Internet to seek disaster-related information should a disaster affect their countries. A cross-sectional survey was conducted in two universities in America between August 1 and September 30, 2005. Two hundred twenty-nine (n = 229) students completed the self-administered questionnaires. ANOVA analyses found that respondents' Internet self-efficacy had no significant impact on their intentions to seek disaster-related information on the Internet. However, respondents' Internet dependency and attitude toward seeking information online were found to have a significant effect on such intentions.     

University and student segmentation: Multilevel latent‐class analysis of students’ attitudes towards research methods and statistics

Background. It is often claimed that psychology students’ attitudes towards research methods and statistics affect course enrolment, persistence, achievement, and course climate. However, the inter‐institutional variability has been widely neglected in the research on students’ attitudes towards research methods and statistics, but it is important for didactic purposes (heterogeneity of the student population). Aims. The paper presents a scale based on findings of the social psychology of attitudes (polar and emotion‐based concept) in conjunction with a method for capturing beginning university students’ attitudes towards research methods and statistics and identifying the proportion of students having positive attitudes at the institutional level. Sample. The study based on a re‐analysis of a nationwide survey in Germany in August 2000 of all psychology students that enrolled in fall 1999/2000 (N= 1,490) and N= 44 universities. Methods. Using multilevel latent‐class analysis (MLLCA), the aim was to group students in different student attitude types and at the same time to obtain university segments based on the incidences of the different student attitude types. Results. Four student latent clusters were found that can be ranked on a bipolar attitude dimension. Membership in a cluster was predicted by age, grade point average (GPA) on school‐leaving exam, and personality traits. In addition, two university segments were found: universities with an average proportion of students with positive attitudes and universities with a high proportion of students with positive attitudes (excellent segment). Conclusions. As psychology students make up a very heterogeneous group, the use of multiple learning activities as opposed to the classical lecture course is required.     

Peering into the “black box” of education interventions and attitude change: Audience characteristics moderate the effectiveness…and then only toward specific targets

To probe the inconsistent link between education and attitude change toward minority social groups, we conducted a field study that focused on audience characteristics and education about lesbian, gay, and transgender (LGT) targets. Participants enrolled in a sexuality course were compared to those in a neurology course, both taught by the same professor. Multiple regression analyses predicted attitude change toward LGT targets from social dominance orientation (SDO), right-wing authoritarianism (RWA), ratings of professor’s characteristics, SDO by course interaction, and RWA by course interaction. Only the SDO by course interaction significantly predicted attitude change. Simple slopes analyses indicated that high-SDO participants in the sexuality course showed the most positive attitude change. These findings suggest that education may reduce prejudice for certain audience characteristics.     

Software development for computer-assisted instruction in experimental psychology

The introduction of CAI modules was pursued as a means of strengthening an experimental psychology course. After securing 12 Apple II-Plus microcomputers and a Winchester hard-disk system, we turned to the search for and development of relevant software. Our efforts were initially frustrated due to several inadequacies in extant software that are discussed herein. A surprising source of software turned out to be the commercial market; two well known commercial programs have been modified for educational use, and one of these programs has provided a pleasant solution to student computerphobia. These two old modules are discussed, along with others that are either borrowed or new. Although total computerization has been avoided for reasons discussed herein, extensive evaluation has indicated that the modules have greatly facilitated the realization of course goals and have especially minimized the three complaints (irrelevant, boring, too difficult) most often heard in traditional research methods courses. In addition, our Attitude Toward Computers Scale indicates that students develop a more positive attitude toward computers as a result of their usage in the course. This positive attitude is seen as most adaptive in a society within which computers will play an increasingly dominant role.