THE EFFECT OF STATISTICS AND PROBABILITY LEARNING MODEL IMPROVEMENT ON STUDENT LEARNING OUTCOMES

S. F. Sihotang, Z. Zuhri
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Abstract

The Statistics dan Probability class is one of the elective courses that have to be enrolled by students who have just joined the beginning of the semester. That is because studying Statistics and Probability is crucial in providing the first foundation for knowledge in other scientific domains. In actuality, though, a lot of students struggle with this course. Many students claim that they have trouble understanding the subjects they are learning, and they also have trouble figuring out how to answer the lecturer's questions. The low cognitive ability of students, which results in limited student creativity in problem-solving skills, is one of the elements contributing to students' failure to comprehend the subject. Of course, this is a severe issue if nothing is done right away. Based on these issues, researchers who were also lecturers improved the teaching strategies for all classes. This study aims to determine whether there is substantial interaction between class schedule and the development of learning model that impact exam scores by raising students' Statistics and Probability scores. The two-way Anova analysis principle is the basis of the study methodology. The enhancement of learning model used outside and inside the classroom was found to have a substantial interaction based on the research findings on fifty samples of students selected from different class. A significance score of 0.000 indicates that these findings are significant. In other words, a model is required to achieve better learning outcomes, which might make it simpler for students to commence learning and provide a common purpose for learning. Since multiple class schedules exist, each learning model necessitates a unique management system and learning environment.
统计学和概率学习模式改进对学生学习成果的影响
统计概率论是学期初入学的学生必须选修的一门选修课。这是因为学习统计学和概率论对于为其他科学领域的知识提供第一个基础至关重要。但实际上,很多学生对这门课都很纠结。许多学生声称他们在理解所学科目方面有困难,而且他们也不知道如何回答讲师的问题。学生的认知能力低下,导致学生在解决问题方面的创造力有限,这是导致学生无法理解学科的因素之一。当然,如果不立即采取措施,这将是一个严重的问题。基于这些问题,研究人员兼讲师对所有班级的教学策略进行了改进。本研究旨在通过提高学生的统计和概率成绩来确定课程表与学习模式的发展之间是否存在实质性的相互作用,从而影响考试成绩。双向方差分析原理是研究方法的基础。基于对50个不同班级的学生样本的研究发现,课堂外和课堂内学习模式的增强具有实质性的交互作用。显著性得分0.000表明这些发现是显著的。换句话说,需要一个模型来达到更好的学习效果,这可能使学生更容易开始学习,并提供一个共同的学习目的。由于存在多种课程安排,每种学习模式都需要独特的管理制度和学习环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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