scholarly journals First-Year Students and the Framework: Using Topic Modeling to Analyze Student Understanding of the Framework for Information Literacy for Higher Education

2019 ◽  
Vol 14 (2) ◽  
pp. 51-69
Author(s):  
Melissa Harden

Abstract Objective – The Framework for Information Literacy for Higher Education has generated a significant amount of discussion among academic librarians; however, few have discussed the potential impact on learning when students interact directly with the Framework itself. At the University of Notre Dame, over 1,900 first-year students completed an information literacy assignment in their required first-year experience course. Students read a condensed version of the Framework, then wrote a response discussing how a frame of their choosing was reflected in an assigned reading. The goal of this exploratory study was to determine if the students demonstrated an understanding of the themes and concepts in the Framework based on this assignment. Methods – Topic modeling, a method for discovering topics contained in a corpus of text, was used to explore the themes that emerged in the students’ responses to this assignment and assess the degree to which they connect to frames in the Framework. The model receives no information about the Framework prior to the analysis; it only uses the students’ words to form topics. Results – The responses formed several topics that are recognizable as related to the frames from the Framework, suggesting that students were able to engage effectively and meaningfully with the language of the Framework. Because the topic model does not know anything about the Framework, the fact that the responses formed topics that are recognizable as frames suggests that students internalized the concepts in the Framework well enough to express them in their own writing. Conclusion – This research provides insight regarding the impact that the Framework may have on student understanding of information literacy concepts.

2018 ◽  
Vol 7 (2) ◽  
pp. 128
Author(s):  
Michael Christie ◽  
Sorrel Penn-Edwards ◽  
Sharn Donnison ◽  
Ruth Greenaway

Literature on the support of the First Year Experience (FYE) in institutions of Higher Education provides a range of modelled approaches. However, we argue that institutions still need to selectively plan which approach/es and attendant strategies are best suited to their particular contexts and institutional policy and practice frameworks and how their FYE is to be presented for their particular student cohort. This paper compares different ways of supporting students in their first year in two contrasting universities. The first case study focuses on a first year course at Stockholm University (SU), Sweden, a large, metropolitan, single campus institution, while the second investigates a strategy for supporting first year students using a community of practice at a satellite campus of the University of the Sunshine Coast (USC), a small regional university in South-East Queensland, Australia. The research contrasts a formal, first generation support approach versus a fourth generation support approach which seeks to involve a wider range of stakeholders in supporting first year students. The research findings draw conclusions about how effective the interventions were for the students and provide clear illustrations that selective planning in considering the institution’s strategic priorities and human, physical, and resource contexts was instrumental in providing a distinctive experience which complemented the institute and the student cohort. (212 words)


2015 ◽  
Vol 9 (1) ◽  
pp. 34 ◽  
Author(s):  
Torunn Skofsrud Boger ◽  
Hanne Dybvik ◽  
Anne-Lise Eng ◽  
Else Helene Norheim

2019 ◽  
Vol 47 (2) ◽  
pp. 169-192
Author(s):  
Elizabeth Kocevar-Weidinger ◽  
Emily Cox ◽  
Mark Lenker ◽  
Tatiana Pashkova-Balkenhol ◽  
Virginia Kinman

Purpose The purpose of this study is to investigate how first-year students conduct everyday life research and how, if possible, their everyday research skills can inform information literacy instruction in higher education. Very few studies in information literacy emphasize existing knowledge that students bring with them to college; instead, the emphasis tends to fall on deficits in students’ academic research skills. Strengths-based approaches or asset-based approaches as found in the literature of psychology and education provide a basis for exploring this direction in information literacy education. Design/methodology/approach The research used a phenomenographic methodology, interviewing 40 first-year students from two large universities, a medium-sized university and a community college. Findings The qualitative study suggests that first-year students are capable of using information purposefully to learn or research interests that have sparked their curiosities. They are also capable of reflecting on the ways that their investigations fulfilled their purposes, resulted in unexpected outcomes or made them consider their issue in a new light. These existing capacities provide promising starting points for strengths-based approaches to information literacy instruction. Practical implications Dialogue with students about prior research experiences enables teaching librarians to plan engaging, authentic information literacy curriculum that acknowledges existing strengths. Originality/value This study provides a valuable contribution to empirical evidence of student research skills prior to entering higher education and suggests connections between those skills and the ACRL Information Literacy Framework. In addition, the study provides a case for strengths-based education, activating students’ prior knowledge to learn and create new knowledge. Authors have presented at Library Instruction West, July 2018.


2015 ◽  
Author(s):  
◽  
Jeremey David Wolfe

The purpose of this study was to assist educational leaders in developing policy to better understand the home educated students and aspects of their first-year experience. This was achieved using a quantitative approach to gather information from three different student population groups, traditionally educated students, home educated students, and privately educated students. This information was gathered from a Midwestern university using a self-report student survey after the students had completed a first-year experience program. This quantitative study had 251 respondents, primarily from one Midwestern university. The study utilized the Knowledge, Attitude and Behavior Items Survey. The survey contained 39 items separated into a demographic section and three subscales: (a) knowledge, (b) attitudes, and (c) behavior. The survey was adapted from The University Experience Battery Items (Schrader and Brown, 2008) by eliminating questions, focusing the language and adding a demographic section. This study has implications both theoretically and practically. For home educated students the study provides insight into how this specific population compares to other student groups. The data from this study shows home educated students self-reported the practical knowledge, attitudes, and behaviors for a successful transition into higher education. This may encourage home educated students to engage and enroll in first-year experience programs when entering higher education. This study suggests students finish these programs with those necessary qualities for student success. The primary recommendation for further study was there was not a significant difference in survey answers for the three student populations. Further examination should be performed on other students groups, pertaining to first-year experience programs. This research only separated the results by the model of education used before entering higher education. Additional investigation on the impact of first-year experience programs with minority groups, socio-economic status, gender, and other demographic categories would lead further development of these programs. Replication of this study to a broader range of universities and higher education institutions would allow for a more diverse population, allowing for improved generalizability.


2015 ◽  
Vol 10 (2) ◽  
pp. 45 ◽  
Author(s):  
Ann Elizabeth Donahue

Abstract Objective – The aim was to measure the impact of a peer-to-peer model on information literacy skill-building among first-year students at a small commuter college in the United States. The University of New Hampshire (UNH) is the state’s flagship public university and UNH Manchester is one of its seven colleges. This study contributed to a program evaluation of the Research Mentor Program at UNH Manchester whereby peer writing tutors are trained in basic library research skills to support first-year students throughout the research and writing process. Methods – The methodology employed a locally developed pre-test/post-test instrument with fixed-choice and open-ended questions to measure students’ knowledge of the library research process. Anonymized data was collected using an online survey with SurveyMonkey™ software. A rubric was developed to score the responses to open-ended questions. Results – The study indicated a positive progression toward increased learning for the three information literacy skills targeted: 1) using library resources correctly, 2) building effective search strategies, and 3) evaluating sources appropriately. Students scored higher in the fixed-choice questions than the open-ended ones, demonstrating their ability to more effectively identify the applicable information literacy skill than use the language of information literacy to describe their own research behavior. Conclusions – The assessment methodology used was an assortment of low-key, locally-developed instruments that provided timely data to measure students understanding of concepts taught and to apply those concepts correctly. Although the conclusions are not generalizable to other institutions, the findings were a valuable component of an ongoing program evaluation. Further assessment measuring student performance would strengthen the conclusions attained in this study.


2020 ◽  
pp. 389-397
Author(s):  
Marlon Xavier ◽  
Julio Meneses

Dropout represents one of the greatest challenges faced by online higher education. This paper presents an institutional intervention aimed at fostering retention and success of first-year undergraduate students at the Universitat Oberta de Catalunya (UOC), an online and open University, through measures addressing learning design and academic support. Secondly, through analysing in-depth interviews with first-year students, the paper explores their perception of intervention measures and their possible advantages or risks. Results indicate that time-related factors represent the major issue for persistence and continuance. Intervention measures such as personalized course packages which prevent overlapping of submission deadlines; flexibility in continuous assessment; and personalized support and academic advising were valued highly by most students. Future retention interventions in open universities are also discussed.


2020 ◽  
Vol 15 (2) ◽  
pp. 174-176
Author(s):  
Alisa Howlett

A Review of: Kirker, M. J., & Stonebraker, I. (2019). Architects, renovators, builders and fragmenters: A model for first year students’ self-perceptions and perceptions of information literacy. The Journal of Academic Librarianship, 45(1), 1-8. https://doi.org/10.1016/j.acalib.2018.10.009 Abstract Objective – To explore students’ perceptions of their information literacy skills and how these change during the first-year experience. Design – A longitudinal qualitative study using cognitive dissonance theory. Setting – Two large public universities in the United States of America. Subjects – Students enrolled in research methods and information literacy-based courses in their first semester. Methods – Students were required to submit two written self-reflections as part of their course; the first was completed in the first two weeks of the semester and the second at the end of the semester. Informed consent was obtained for all reflections used for the study. The authors selected 12 students (6 from each institution) to participate in semi-structured interviews at the end of their first year. A total of 178 self-reflections were included in the analysis. Main Results – The study found that students’ understanding of research changed during the first-year experience, and that students had four main journeys related to their information literacy skills and perceptions. Instances of cognitive dissonance were observed. Students can consider themselves both good and bad researchers at the same time. The study also revealed the research process as an emotional labour, not just an intellectual one. Conclusion – The study concluded that a shared understanding of “research” between librarians and students is needed in order to teach information literacy effectively. It is also important to recognise that students transform their information literacy over time (not just from a single class or program) and that teaching needs to meet students where they are on their journey, depending on their “developmental paths.”


Author(s):  
Diarmaid Lane ◽  
Sheryl Sorby

AbstractIn recent years, there has been a surge in research in spatial thinking across the international community. We now know that spatial skills are malleable and that they are linked to success across multiple disciplines, most notably Science, Technology, Engineering and Mathematics (STEM). While spatial skills have been examined by cognitive scientists in laboratory environments for decades, current research is examining how these skills can be developed in field-based environments. In this paper, we present findings from a study within a Technology Teacher preparation programme where we examined first-year students’ spatial skills on entry to university. We explain why it was necessary to embed a spatial skills intervention into Year 1 of the programme and we describe the impact that this had on students’ spatial scores and on academic performance. The findings from our study highlight a consistent gender gap in spatial scores at the start of the first-year with female students entering the Technology Teacher preparation programme at a lower base level than male students. We describe how we integrated spatial development activities into an existing course and how an improvement in spatial scores and overall course performance was observed. The paper concludes by discussing the long-term sustainability of integrating spatial interventions within teacher preparation programmes while also highlighting the importance of future research to examine spatial skills as a fundamental component of technological capability.


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