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http://elibrary.kdpu.edu.ua/xmlui/handle/123456789/4461
Назва: | Education Statistics: Looking for Case-Study for Modeling |
Автори: | Panchenko, Liubov Khomiak, Andrii |
Ключові слова: | education statistics Social Statistics courses Guardian methodology university score Excel SPSS correlation hypothesis testing discriminant analysis |
Дата публікації: | 8-лис-2020 |
Видавництво: | CEUR Workshop Proceedings |
Бібліографічний опис: | Panchenko L. Education Statistics: Looking for Case-Study for Modeling / Liubov Panchenko, Andrii Khomiak // CEUR Workshop Proceedings. - Vol. 2732. - P. 948-963. |
Короткий огляд (реферат): | The article deals with the problem of using modeling in social statistics courses. It allows the student-researcher to build one-dimensional and multidimensional models of the phenomena and processes that are being studied. Social Statistics course programs from foreign universities (University of Arkansas; Athabasca University; HSE University, Russia; McMaster University, Canada) are analyzed. The article provides an example using the education data set – Guardian UK universities ranking in Social Statistics course. Examples of research questions are given, data analysis for these questions is performed (correlation, hypothesis testing, discriminant analysis). During the research the discriminant model with group variable – modified Guardian score – and 9 predictors: course satisfaction, teaching quality, feedback, staff-student ratio, money spent on each student and other) was built. Lower student’s satisfaction with feedback was found to be significantly different from the satisfaction with teaching. The article notes the modeling and statistical analysis should be accompanied by a meaningful interpretation of the results. In this example, we discussed the essence of university ratings, the purpose of Guardian rating, the operationalization and measurement of such concepts as satisfaction with teaching, feedback; ways to use statistics in education, data sources etc. with students. Ways of using this education data in group and individual work of students are suggested. |
URI (Уніфікований ідентифікатор ресурсу): | http://ceur-ws.org/Vol-2732/20200948.pdf http://elibrary.kdpu.edu.ua/xmlui/handle/123456789/4461 https://doi.org/10.31812/123456789/4461 |
ISSN: | 1613-0073 |
Розташовується у зібраннях: | Збірники наукових праць та матеріали конференцій |
Файли цього матеріалу:
Файл | Опис | Розмір | Формат | |
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20200948.pdf | article | 846.99 kB | Adobe PDF | Переглянути/Відкрити |
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