Predicting Robust Learning With the Visual Form of the Moment-by-Moment Learning Curve

We present a new method for analyzing a student's learning over time for a specific skill: analysis of the graph of the student's moment-by-moment learning over time. Moment-by-moment learning is calculated using a data-mined model that assesses the probability that a student learned a skill or concept at a specific time during learning (Baker, Goldstein, & Heffernan, 2010 Baker, R. S. J. d., Goldstein, A. B. and Heffernan, N. T. 2010. “Detecting the moment of learning”. In Proceedings of the 10th Annual Conference on Intelligent Tutoring Systems 25–34. In V. Aleven, J. Kay, & J. Mostow (Eds.),pp.Heidelberg, Germany: Springer.[Crossref] , [Google Scholar], 2011). Two coders labeled data from students who used an intelligent tutoring system for college genetics. They coded in terms of 7 forms that the moment-by-moment learning curve can take. These labels are correlated to test data on the robustness of students’ learning. We find that different visual forms are correlated with very different learning outcomes. This work suggests that analysis of moment-by-moment learning curves may be able to shed light on the implications of students’ different patterns of learning over time.     

Examining the Validity of Standards-Based Assessments for Initially Fluent Students and Former English Language Learners

To date, assessment validity research on non-native English speaking students in the United States has focused exclusively on those who are presently English language learners (ELLs). However, little, if any, research has been conducted on two other sizable groups of language minority students: (a) bilingual or multilingual students who were already English proficient when they entered the school system (IFEPs), and (b) former English language learners, those students who were once classified as ELLs but are now reclassified as being English proficient (RFEPs). This study investigated the validity of several standards-based assessments in mathematics and science for these two student groups and found a very high degree of score comparability, when compared with native English speakers, for the IFEPs, whereas a moderate to high degree of score comparability was observed for the RFEPs. Thus, test scores for these two groups on the assessments we studied appear to be valid indicators of their content knowledge, to a degree similar to that of native English speakers.     

Asian Pacific Americans and Critical Race Theory: An Examination of School Racial Climate

We attempt to answer where the social justice is in service-learning by probing what it is, how it looks in the process of being institutionalized at a Jesuit university, and why it is important. We develop themes about institutionalizing service-learning from a social justice perspective. Our themes were developed through an analysis of service-learning research focused on institutionalization and social justice, and a case study of a Jesuit university attempting to institutionalize it, including five faculty action research service-learning projects. From these themes, we share lessons that we learned from this experience.     

EDUCATIONAL GOALS OF AUTOMOTIVE MECHANICS STUDENTS ATTENDING POSTSECONDARY VOCATIONAL INSTITUTES IN GEORGIA

The importance of vocational education has long been recognized in meeting society's need for trained workers. Since the early 1960s there has been a gradual shift in emphasis of federal vocational education priorities from specific programs (e.g., agriculture) to special populations, such as minorities, women, disadvantaged or handicapped individuals, and individuals with limited English‐speaking proficiency (Ohanneson, 1982). The Vocational Education Act Amendments of 1976 reinforced this emphasis by requiring that follow‐up information be collected, not just by the vocational discipline but by special population groups as well (U.S. 94th Congress, 1976). Subsequent vocational education legislation places emphasis on providing vocational education to all individuals who can benefit from such training (U.S. 98th Congress, 1984; U.S. 101st Congress, 1990).     

WOMEN PRESIDENTS DEFINE THE COLLEGE CULTURE THROUGH STORY

The concept of the leader's need to leave a record so that others know that she was present at a community college at a given point in time, working on behalf of the communities she served, is the theme of this article, which consists of stories from the lives of seven current and former community college chief executive officers, Vivian B. Blevins, Pamila Fisher, Sylvia Ramos, Carol Tatsey-Murray, Jerry Sue Thornton, Carolyn G. Williams, and Parker Williams give accounts of how they came to their positions as chief executive officers, the challenges and joys of that work, and the legacies they hope to leave. Their accounts as academic laborers are important tools for exploring the meaning of their roles and the roles of those they serve, for educating the uninitiated in the mission of the community college, and for reinforcing the value of that mission to the lives of community college students past, present, and future.     

Technology Usage Among Community College Faculty

Community colleges are increasing their use of part-time faculty who are taking a leading role in utilizing technology for instructional purposes. Part-time faculty are less likely than their full-time counterparts to use technology for instructional purposes and are less likely to teach non-face-to-face classes. For community colleges to be successful in expanding technology-based education, they must promote technology use by all faculty. This quantitative, national study reports factors found to predict faculty use of technology for instructional purposes.     

FROM PERSUASION TO ACCOMMODATION IN PUBLIC TWO-YEAR COLLEGE DEVELOPMENT

This was the first of a series of papers presented February 20, 2001 at a national conference sponsored by North Texas State University held in the Omni Hotel Dallas, TX. The author relates the 1950 status of two-year college development, numbers and locations of university professors specializing in the field, and the need to persuade citizens they should have a public two-year college in their midst. Events are traced which led up to the overwhelming demand by the public in the late 1960s and early 1970s to have their own two-year college. This condition precipitated the untiring work of university faculty specialized in this field to accommodate the need for assistance at both the state level planning and for local college establishment. The citizens participatory comprehensive study involvement developed initially as a way of overcoming resistance and persuading citizens they needed a college is a viable approach today for periodically evaluating and future planning to meet changing societal manpower needs. The author urges continued use of action research tools to accommodate evolving local area educational needs.     

Rural Dislocated Women in Career Transition: The Importance of Supports and Strategies

Job loss researchers have focused on the physical and mental well being of White working and middle class men, their families, friends, and coworkers to with immediate reemployment as the outcome. This study focused on low-income rural women dislocated workers and their decision to enroll in community college for retraining or seek immediate reemployment. Participants were 125 women (86 white, 39 African American; x = 42 years) who held a high school diploma or GED and who were laid off from manufacturing jobs within the last 2 years. Differences between two groups of women based on demographic variables and Transition Guide and Questionnaire-Modified (TGQ-M) scores were examined. The TGQ-M was developed to assess an individual's ability to cope with life transitions, based on Schlossberg's (1995 Schlossberg , N. K. , Waters , E. B. , & Goodman , J. ( 1995 ). Counseling adults intransition: Linking practice with theory. , 2nd ed. , New York : Springer . [Google Scholar]) model of 4Ss (situation, self, supports, and strategies). One group enrolled in community college for retraining while the other group sought immediate reemployment. Findings revealed significant relationships between level of education and race/ethnicity and community college retraining. African-American women in this sample perceived themselves as having less support in coping with job loss. Women who chose community college had higher TGQ-M scores overall. Race/ethnicity and perception of support from others were the best predictors of community college retraining. Women, especially older women of color, have the hardest time finding quality employment after layoff. This study raised questions about the reasons why fewer African-American women in this sample enrolled in community college for retraining and had lower Supports scores than white women. Implications for counseling and future research are discussed.