Using Natural Language Processing to Predict Item Response Times and Improve Test Construction     

Peter Baldwin  Victoria Yaneva  Janet Mee  Brian E. Clauser  Le An Ha 《Journal of Educational Measurement》2021,58(1):4-30

In this article, it is shown how item text can be represented by (a) 113 features quantifying the text's linguistic characteristics, (b) 16 measures of the extent to which an information‐retrieval‐based automatic question‐answering system finds an item challenging, and (c) through dense word representations (word embeddings). Using a random forests algorithm, these data then are used to train a prediction model for item response times and predicted response times then are used to assemble test forms. Using empirical data from the United States Medical Licensing Examination, we show that timing demands are more consistent across these specially assembled forms than across forms comprising randomly‐selected items. Because an exam's timing conditions affect examinee performance, this result has implications for exam fairness whenever examinees are compared with each other or against a common standard.  相似文献   

CLARIFYING THE "ADEQUATE EVIDENCE CONDITION" IN EDUCATIONAL ISSUES AND RESEARCH: A LAKOFFIAN VIEW     

Steven I. Miller  Janet Fredericks 《Educational theory》1992,42(4):461-472

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Training program in child abuse for community health workers     

Stuart Copans  Helen Krell  John Gundy  Frances Field  Janet Rogan 《Child abuse & neglect》1979,3(1):123-130

A wide range of health workers in the community provide care for families that abuse or have a potential for abusing their children. Frequently these workers are unable to work effectively because of difficulty dealing with feelings aroused by contact with such families.An experimental child abuse training program for community health workers was designed by a pediatrician, a social worker, a public health nurse and two child psychiatrists. This program included a six-month study group which met weekly to focus on feelings and conflcts aroused during the course of work with abusing or potentially abusing families.Through analysis of the group experience, the leaders identified eleven sets of feelings or conflicts which seemed to interfere consistently with effective delivery of care: 1)anxieties about a) being physically harmed by angry parents and b) about the effects of a decision; 2) denial and inhibition of anger; 3) need for emotional gratification from clients; 4) lack of professional support; 5) feelings of incompetence; 6) denial and projection of responsbility; 7) feeling total responsibility for assigned families; 8) difficulty separating personal from professional responsibility; 9) feelings of being a victim; 10) ambivalent feelings a) toward clients and b) about one's professional role; 11) need to be in control.This type of group experience seems to be an effective method for exploration and resolution of feelings and conflicts.  相似文献   

“Blockers” do not block recall during tip-of-the-tongue states     

Nate Kornell  Janet Metcalfe 《Metacognition and Learning》2006,1(3):248-261

Tip-of-the-Tongue experiences (TOTs) are often accompanied by incorrect answers (blockers) that come to mind persistently and seem to block recall. According to the blocking hypothesis, blockers cause retrieval difficulty during TOTs. We predicted that delay would allow participants to forget their blockers, and thereby enhance TOT resolution. In Experiment 1 participants were asked trivia questions and then retested on the ones that elicited TOTs, either immediately or after a delay. There was an incubation effect overall, with greater TOT resolution after a delay than on an immediate test. Contrary to the blocking hypothesis, however, delay did not enhance resolution of blocked TOTs more than non-blocked TOTs. In Experiment 2, during the retest, participants were reminded of their previous blockers on some questions, but the reminders did not affect TOT resolution. These findings suggest that blockers may be a side effect, not a cause, of retrieval difficulty during TOTs. This paper is based on the first author’s Master’s thesis.  相似文献   

Strategies for infusing curricula with a multicultural perspective     

David MacPhee  Kevin Ann Oltjenbruns  Janet J. Fritz  Jill C. Kreutzer 《Innovative Higher Education》1994,18(4):289-309

We describe pedagogical strategies for infusing a multicultural perspective into courses across a variety of disciplines; these methods have proven effective with students who are predominantly Anglo and oriented toward careers in the human services. The strategies include personalizing information through vicarious learning and case studies; inculcating critical thinking skills; simulations; literary analysis; and cooperative learning in large classes. Changes were documented in student attitudes, emotions, knowledge, professional skills, and the classroom environment. We review lessons learned about the process of curriculum revision, especially the importance of faculty support systems and impediments to implementation.All of the authors are faculty members in the Department of Human Development and Family Studies at Colorado State University; Drs. MacPhee, Oltjenbruns, and Kreutzer are Associate Professors and Dr. Fritz is a Professor. Each of the authors is a trainer for the multicultural infusion project. David MacPhee holds a Ph.D. in developmental psychology from the University of North Carolina-Chapel Hill. His primary research interests include primary prevention for at-risk youth and families, and multicultural and gender issues. Kevin Oltjenbruns completed her doctoral degree in educational and psychological studies at the University of Colorado. The principle focus of her work has been on grief and loss, career development, and student retention. As Associate Dean of the College of Applied Human Sciences, she spearheaded the multicultural infusion project described in this article. Janet Fritz's graduate work was completed at Cornell University. Her research interests include cognitive development, children's self-worth, stress and coping, and cross-cultural variations in socialization. Jill Kreutzer earned her Ph.D. in education from Colorado State University. She is interested in adolescent development, especially resilience among at-risk youth, and career development.Portions of this work were presented at the 5th Annual National Conference on Racial & Ethnic Relations in American Higher Education (June, 1992).Requests for curriculum and training materials should be directed to the Dean's Office, College of Applied Human Sciences.  相似文献   

Lifelong learning and the reform of the teaching practicum in Australia     

Ron Toomey Corresponding author  Judith Chapman  Janet Gaff  Jacqueline McGilp  Maureen Walsh  Elizabeth Warren 《Asia-Pacific Journal of Teacher Education》2005,33(1):23-34

This paper reports the findings of a project—‘Lifelong learning and teacher education’—undertaken by the Centre for Lifelong Learning, Australian Catholic University, under the auspices of the Australian Commonwealth Department of Education, Science and Training. The study was designed to investigate the operationalization of lifelong learning in Australian teacher education. The study revealed that there is a range of existing, innovative practices regarding partnerships between schools and higher and further education that are in keeping with emerging ideas about lifelong learning. Moreover, some of these take the form of collaborative action research projects focused on improving the learning occurring in the partnership schools. This paper describes some current approaches in Australia to collaborative action research by teacher educators' and their partnership schools and shows how they contribute to lifelong learning. The approaches are then analyzed to suggest ways of advancing lifelong learning within Australian Education Faculties thus helping to make lifelong learning more of a reality for all.  相似文献   

The Global Musical Subject, Curriculum and Heidegger's Questioning Concerning Technology     

Janet  Mansfield 《Educational Philosophy and Theory》2005,37(1):133-148

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QUALITY INDICES FOR FACULTY EVALUATION     

Janet G. Donald 《Assessment & Evaluation in Higher Education》1984,9(1):41-52

This paper investigates procedures and criteria for the evaluation of faculty in higher education. It first surveys the different indices currently in use for evaluating research, teaching and service activities. It then discusses the use of these criteria in view of the shifting framework of evaluation in the university from that based on promotion and tenure decisions to one which is based on institutional review. Finally, conditions for the success of faculty evaluation are outlined. These include evaluation procedures that are consultative in nature, the specification of criteria and standards, and an emphasis on the critical role of faculty in evaluation and in becoming evaluators themselves.  相似文献   

Using the newspaper to support children's emerging literacy     

June Rose Richie  Janet E. Foster  John M. Johnston 《Early Childhood Education Journal》1991,19(2):28-31

Young children's literacy development involves emerging knowledge, skills, and attitudes about both written and oral language. However, until relatively recent years, children's oral language development has received the lion's share of attention in most early childhood programs. What young children know about written language and their natural ability to learn about writing and reading have been underestimated and misinterpreted and so have received little developmentally appropriate support from early childhood program administrators, teachers, parents, and the public.June Rose Richie is Associate Professor of curriculum and instruction, while Janet E. Foster is Assistant Professor and John M. Johnston is Professor of early childhood education, at Memphis State University, Memphis, TN.  相似文献   

Problems of the Selection and Professional Orientation of Soviet Pegagogical Students     

Janet M. D. Higgins 《比较教育学》1976,12(2):157-162

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