COMBINED MEASURES OF STUDENTS' SUCCESS: RECENT TRENDS AND DEVELOPMENTS IN SCIENCE EDUCATION RESEARCH

Author(s):  
Dušica D. Rodić ◽  

Besides measures of students’ performances, a valid assessment of students’ efficiency in a teaching process should also include measures of invested mental effort. The research presented herein covers several approaches in measuring students’ mental effort including 5, 7 and 9-point Likert type scales, time on task, as well as eye tracking technique which in combination with performance measures provide valid information on students’ success. Results of the research showed good correlation between mental effort assessed by 7 and 5-point Likert type scales and students’ performance, while the use of the 9-point scale showed a low degree of correlation, thus recommending the use of a scales with 5 and 7 points for educational purposes over 9-point scales. The research presented herein illustrates how eye tracking can be used to support the evaluation of invested mental effort. Additionally, this method enabled the identification of some student difficulties in the analyzed area – Stereochemistry. Keywords: efficiency measure, mental effort, students’ performance, science education.

Author(s):  
Yufeng Qian

The purpose of this chapter is to identify the potential and challenges in science education in the use of 3D MUVE science programs. These programs offer a number of instructional benefits in motivating and engaging students and in improving their science learning and scientific inquiry. 3D MUVE is a promising media in narrowing gender and racial achievement gaps and enabling an authentic and valid assessment of science education. Like all new instructional technologies, however, the wide use and implementation of 3D MUVE technology in mainstream science classroom is still facing a number of challenges, which are mainly related to technological complexity and cost, and design difficulty in incorporating some elements critical to inquiry-based learning into the 3D MUVE environment. To overcome these identified challenges and make optimal use of the opportunities, suggestions for integrating 3D MUVE into science curriculum and classroom are made and discussed, along with future research directions.


2015 ◽  
pp. 841-863
Author(s):  
Yufeng Qian

The purpose of this chapter is to identify the potential and challenges in science education in the use of 3D MUVE science programs. These programs offer a number of instructional benefits in motivating and engaging students and in improving their science learning and scientific inquiry. 3D MUVE is a promising media in narrowing gender and racial achievement gaps and enabling an authentic and valid assessment of science education. Like all new instructional technologies, however, the wide use and implementation of 3D MUVE technology in mainstream science classroom is still facing a number of challenges, which are mainly related to technological complexity and cost, and design difficulty in incorporating some elements critical to inquiry-based learning into the 3D MUVE environment. To overcome these identified challenges and make optimal use of the opportunities, suggestions for integrating 3D MUVE into science curriculum and classroom are made and discussed, along with future research directions.


2019 ◽  
Vol 18 (3) ◽  
pp. ar32 ◽  
Author(s):  
Joseph A. Harsh ◽  
Molly Campillo ◽  
Caylin Murray ◽  
Christina Myers ◽  
John Nguyen ◽  
...  

Given the centrality of data visualizations in communicating scientific information, increased emphasis has been placed on the development of students’ graph literacy—the ability to generate and interpret data representations—to foster understanding of domain-specific knowledge and the successful navigation of everyday life. Despite prior literature that identifies student difficulties and methods to improve graphing competencies, there is little understanding as to how learners develop these skills. To gain a better resolution of the cognitive basis by which individuals “see” graphs, this study uses eye tracking (ET) to compare the strategies of non–science undergraduates ( n = 9), early ( n = 7) and advanced ( n = 8) biology undergraduates, graduate students ( n = 6), and science faculty ( n = 6) in making sense of data displays. Results highlight variation in how individuals direct their attention (i.e., fixations and visual search patterns) when completing graph-based tasks as a function of science expertise. As research on the transition from novice to expert is crucially important in understanding how we might design curricula that help novices move toward more expert-like performance, this study has implications for the advancement of new strategies to aid the teaching and learning of data analysis skills.


2018 ◽  
Vol 35 (4) ◽  
pp. 411-447 ◽  
Author(s):  
Milou J. R. de Smet ◽  
Mariëlle Leijten ◽  
Luuk Van Waes

This study aims to explore the process of reading during writing. More specifically, it investigates whether a combination of keystroke logging data and eye tracking data yields a better understanding of cognitive processes underlying fluent and nonfluent text production. First, a technical procedure describes how writing process data from the keystroke logging program Inputlog are merged with reading process data from the Tobii TX300 eye tracker. Next, a theoretical schema on reading during writing is presented, which served as a basis for the observation context we created for our experiment. This schema was tested by observing 24 university students in professional communication (skilled writers) who typed short sentences that were manipulated to elicit fluent or nonfluent writing. The experimental sentences were organized into four different conditions, aiming at (a) fluent writing, (b) reflection about correct spelling of homophone verbs, (c) local revision, and (d) global revision. Results showed that it is possible to manipulate degrees of nonfluent writing in terms of time on task and percentage of nonfluent key transitions. However, reading behavior was affected only for the conditions that explicitly required revision. This suggests that nonfluent writing does not always affect the reading behavior, supporting the parallel and cascading processing hypothesis.


2005 ◽  
Vol 14 (5-6) ◽  
pp. 509-520 ◽  
Author(s):  
David A. Slykhuis ◽  
Eric N. Wiebe ◽  
Len A. Annetta

2020 ◽  
Author(s):  
Valentina Brombin ◽  
Enrico Calore ◽  
Roberta D'Onofrio ◽  
Claudia Lauro ◽  
Chiara Marchina ◽  
...  

<p>The Sustainable Development Goal 4 of UN 2030 Agenda requires the implementation of education for sustainable development and sustainable lifestyle. In this context, Earth Sciences and related disciplines such as Environmental and Soil Sciences are fundamental teachings in any school to make younger generations aware about the effects of geological processes and human activities on climate change and to achieve possible solutions for sustainability. This aim clashes with the student difficulties in learning geosciences. In particular scientific terminology, abstract concepts, and depth of geological time make Earth Sciences difficult to understand and less attractive than others disciplines (King, 2012). As one of the hardest tasks for students is visualising unseen processes, Inquiry-Based Science Education (IBSE) is one of the best approaches to contrast this trend. This is an empirical learning method, based on “inquiry”, where students are encouraged to solve problems and explain phenomena, performing experiments. Despite in 1996 the USA National Science Education Standards defined IBSE as the best approach in natural science teaching, the majority of European classrooms are not implementing them (Rocard et al., 2007).</p><p>NOVA A.P.S. (Ferrara, Italy) promotes and disseminates STEAM (Science, Technology, Engineering, Arts, Mathematics) disciplines in secondary schools using the IBSE method. To evaluate the success of this approach, NOVA asked ninety 11-year-old students from an Italian school to perform a questionnaire about “Greenhouse gases: nature, potential sources, and effects on climate” after studying the theory with traditional frontal lessons. The questionnaire was proposed again to same group after the application of IBSE approach through its “5E” phases (Engage, Explore, Explain, Elaborate, Evaluate; Bybee, et al., 2006). Students were engaged to confirm the greenhouse theory exploring the phenomena in small different ecosystems built in cut-in-half plastic bottles, partially filled with 1) soil and 2) soil with plants, covered at the top with plastic wrap and exposed to sunlight. Another bottle with soil remained unwrapped to study also the potential effects in “absence of atmosphere”. For each bottle temperature changes and CO<sub>2</sub> emissions were monitored with sensors connected to Arduino boards. The comparison of these parameters in different ecosystems and conditions led students to explain the greenhouse effect and elaborate this concept revealing also i) difference between global warming phenomena and greenhouse effect (a common misconception); ii) relevant role of soils on CO<sub>2</sub> emissions; iii) importance of vegetation in preventing the rising temperature. Finally, students were encouraged to self-evaluate the new acquired knowledge. The future task of this project is creating a sharing platform for teachers, where downloading instructions of the experiment and questionnaire form, and, in turn, uploading feedbacks. Testing and evaluating this method could bring teachers to combine traditional deductive lessons with more practical and stimulating approaches.</p><p> </p><p>Bybee R.W., et al. (2006). The BSCS 5E Instructional Model: Origins, effectiveness and applications. Retrieved from http://www.bscs.org/bscs-5e-instructional-model</p><p> </p><p>King H. (2012). Student difficulties in learning geoscience, Planet, 25, 40-47.</p><p> </p><p>Rocard M., et al. (2007). Science Education NOW: A renewed Pedagogy for the Future of Europe, Luxembourg, Office for Official Publications of the European Communities.</p>


Author(s):  
Nathan T. Dorris ◽  
R. Brian Valimont ◽  
Eric J. Boelhouwer

This investigation tested whether heavily degraded warnings affected gaze patterns and resulted in longer viewing times than lightly degraded warnings. The study included sixteen participants who viewed six matched pairs of lightly and heavily degraded warnings. Eye movements were recorded using an eye tracking system while the total time on task for each warning was collected. Fixation times were also collected as participants viewed the various panels of each warning. In the second part of the experiment, legibility and participant comprehension of each warning was tested. Paired t-tests showed that total time on task, total fixation time, and message panel fixation time were consistently significantly different for three of the six pairs of warnings, such that each of the three aforementioned times increased significantly when participants were viewing a highly degraded warning label. Additionally, participants were able to comprehend all warnings presented. This study also provides evidence that eye tracking can be a useful tool in warnings research.


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