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Applied Data Analysis: A Problem-based Learning Approach 应用数据分析:基于问题的学习方法
MSOR connections Pub Date : 2024-04-04 DOI: 10.21100/msor.v22i2.1473
Ann Smith
{"title":"Applied Data Analysis: A Problem-based Learning Approach","authors":"Ann Smith","doi":"10.21100/msor.v22i2.1473","DOIUrl":"https://doi.org/10.21100/msor.v22i2.1473","url":null,"abstract":"This paper examines the transition of a conventional multivariate statistics module to a problem-based learning module, first implemented in 2021. The primary objective was to enhance students’ problem-solving skills, bridging the gap between mathematical concepts and real-world applications. The approach was implemented to instil a deeper understanding of real-world data analysis, emphasising the interpretation of domain specific problems in mathematical terms and the production of reports for industrial stakeholders.Findings indicate that the integration of problem-based methods not only improved students’ comprehension of statistical techniques but also fostered a more profound appreciation for their practical utility in diverse professional contexts. The problem-solving cycle, a central component of the approach, guided students in critically analysing complex challenges and formulating data driven solutions. Furthermore, this study emphasises the potential for replicating the industrial study group experience within an undergraduate teaching environment.Adopting a problem-based learning approach in the teaching of data analysis empowers students to apply their analytical skills effectively to real-world scenarios, strengthening their capacity to communicate insights and solutions to industrial stakeholders. The study underscores the value of aligning educational practices with the demands of data-driven industries, providing students with a competitive advantage in future research and the job market. The study is descriptive and reflective in nature.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"14 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140745036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Creating authentic assessment in mathematics 创建真实的数学评估
MSOR connections Pub Date : 2024-04-04 DOI: 10.21100/msor.v22i2.1484
Ria Symonds, Lisa Mott
{"title":"Creating authentic assessment in mathematics","authors":"Ria Symonds, Lisa Mott","doi":"10.21100/msor.v22i2.1484","DOIUrl":"https://doi.org/10.21100/msor.v22i2.1484","url":null,"abstract":"Assessment of students’ mathematics knowledge within higher education (HE) has normally taken a very traditional approach. Closed-book assessments have long been the favoured mode of assessment (Iannone Simpson, 2011) which often requires students to recall facts, formulae, and methods. One could argue that this type of assessment is limited in its ability to effectively assess how well a student’s ability to authentically use mathematics has developed. Due to the recent pandemic, many institutions were forced to rethink their assessment methods so that they could be delivered online and remotely. As such, there has been a renewed sense of need for more ‘authentic’ assessments for mathematics-based programmes.In this paper, we will discuss our journey of creating more authentic assessments for apprentices enrolled on a new Data Science Degree Apprenticeship, particularly in mathematics/statistics. We will compare two years of delivery of the course; the first year of delivery which comprised of traditional assessment methods (coursework/exam) and the second year of delivery that used more authentic assessment methods. We will discuss the pros and cons of each model by reflecting on our practice and drawing on apprentices’ feedback.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140741407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Project-based learning integrated with e-Assessment 基于项目的学习与电子评估相结合
MSOR connections Pub Date : 2024-04-04 DOI: 10.21100/msor.v22i2.1477
Ben Derrick, Iain Weir
{"title":"Project-based learning integrated with e-Assessment","authors":"Ben Derrick, Iain Weir","doi":"10.21100/msor.v22i2.1477","DOIUrl":"https://doi.org/10.21100/msor.v22i2.1477","url":null,"abstract":"This paper explores a recent move towards project-based learning for a first-year undergraduate statistics module at the University of the West of England, Bristol. The course is aimed at students specialising in Mathematics and Statistics. A classroom-based end of module project week was developed with the focus on project-based learning, supported by Dewis-R data generation and e-Assessments. Simulation of a practice-based environment with a dedicated working area and daily deadlines is incorporated to enhance the activity. Students are faced with a highly relevant statistical analysis task, that is large and has not had the prior data screening or cleansing that they may be accustomed to in basic didactic teaching. Indications are that the project-based learning approach, assessed during a project week with supplementary e-Assessments and a final report, is well received and leads to improved student outcomes.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"56 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140741908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Authenticity in Learning, Teaching and Assessment 学习、教学和评估的真实性
MSOR connections Pub Date : 2024-04-04 DOI: 10.21100/msor.v22i2.1488
Brendan Masterson, Nick Sharples, Matthew M. Jones, Snezana Lawrence, A. Megeney
{"title":"Authenticity in Learning, Teaching and Assessment","authors":"Brendan Masterson, Nick Sharples, Matthew M. Jones, Snezana Lawrence, A. Megeney","doi":"10.21100/msor.v22i2.1488","DOIUrl":"https://doi.org/10.21100/msor.v22i2.1488","url":null,"abstract":"Mathematics graduates traditionally are recognised for their problem solving, critical thinking, and analytic skills. However, the methods often used to hone these skills at university are often abstract and decontextualized. This can often create a disconnect between expected capabilities of a mathematics graduate from employers and the actual problem-solving skills required in their career. In this case-study we will outline how the programme team has developed our approach to authentic learning and authentic problems to bridge this gap and ensure graduates are prepared for the workforce.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"15 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140741222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What role does Skill Centre based consultancy serve in mathematics and statistics teaching communities of practice? 基于技能中心的咨询在数学和统计教学实践社区中发挥什么作用?
MSOR connections Pub Date : 2024-04-04 DOI: 10.21100/msor.v22i2.1475
Tamsin Smith, Evi Papadaki
{"title":"What role does Skill Centre based consultancy serve in mathematics and statistics teaching communities of practice?","authors":"Tamsin Smith, Evi Papadaki","doi":"10.21100/msor.v22i2.1475","DOIUrl":"https://doi.org/10.21100/msor.v22i2.1475","url":null,"abstract":"Mathematics and Statistics Teaching (MAST) is a staff facing service set up by the University of Bath Mathematics Resource Centre in September 2021. The service was created to collaborate with academics involved in mathematics and statistics teaching in their academic departments. In September 2023, MAST ended its pilot phase and entered a new growth phase fine-tuning existing structures and practices. During the pilot phase, MAST worked with academics consulting on enriching their programme of study and/or teaching practices. Specifically, the key principle that guides MAST is engaging in long-term sustainable collaborations with academic departments. As a means to address the key principle, we explore the potential of building communities of practice and supporting a wider network across the range of disciplines who encounter similar objectives. Facilitating a wider community of practice could be challenging, especially considering the tight schedule of the academics involved. We discuss our plans to cultivate communities of practice within departments and how we are working towards meeting our goal of establishing best practice and collecting evidence to support a wider community.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"6 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140742360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A level Mathematics (England) grade distributions and grade boundaries 2019-2023 2019-2023年A级数学(英格兰)成绩分布和等级界限
MSOR connections Pub Date : 2024-01-03 DOI: 10.21100/msor.v22i1.1468
Paul Glaister
{"title":"A level Mathematics (England) grade distributions and grade boundaries 2019-2023","authors":"Paul Glaister","doi":"10.21100/msor.v22i1.1468","DOIUrl":"https://doi.org/10.21100/msor.v22i1.1468","url":null,"abstract":"This article sets in context the A level Mathematics qualifications (in England) awarded in Summer 2023 with those awarded in 2019-2022, along with year-on-year overall comparisons of grade profiles, and year-on-year comparisons of grade boundaries and grade profiles for each of the four A level Specifications: Pearson/Edexcel, AQA, OCR A and OCR B (MEI).","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"48 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139451726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Accessible Maths Journey 无障碍数学之旅
MSOR connections Pub Date : 2024-01-03 DOI: 10.21100/msor.v22i1.1455
Lilian Joy
{"title":"An Accessible Maths Journey","authors":"Lilian Joy","doi":"10.21100/msor.v22i1.1455","DOIUrl":"https://doi.org/10.21100/msor.v22i1.1455","url":null,"abstract":"The four narratives that follow bring together the stories from the lived experiences of a post-graduate blind maths student, her tutor, her transcriber and a learning technologist over the course of five years. It provides an insight into what is needed to help one student with their own way of learning maths. It also demonstrates how pulling at one thread can help to unravel and reveal the many lenses through which accessible maths needs to be approached.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"17 13","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139388819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The new normal: What does maths and stats support and teaching look like post pandemic? 新常态:大流行后的数学和统计支持与教学是什么样的?
MSOR connections Pub Date : 2024-01-03 DOI: 10.21100/msor.v22i1.1471
Susan Pawley, Andrew Neate
{"title":"The new normal: What does maths and stats support and teaching look like post pandemic?","authors":"Susan Pawley, Andrew Neate","doi":"10.21100/msor.v22i1.1471","DOIUrl":"https://doi.org/10.21100/msor.v22i1.1471","url":null,"abstract":"The workshop “The new normal: What does maths and stats support and teaching look like post pandemic?” took place on the 1st of December 2022 and discussed the changes to mathematics and statistics support since the lifting of restrictions after the pandemic. The event consisted of five short talks where presenters explored the changes that had occurred to mathematics and statistics support at their institutions and concluded with a discussion on how to effectively combine online and face-to-face support and how to increase engagement in all forms of support. This report summarises the talks and discussion, concluding with some thoughts on the changes still required and how we can support each other.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"14 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139389405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Designing a blended delivery foundation mathematics course: Targeting self-efficacy, skill development and social connectedness 设计混合式教学基础数学课程:以自我效能、技能发展和社会联系为目标
MSOR connections Pub Date : 2024-01-03 DOI: 10.21100/msor.v22i1.1451
Rosie A. Cameron
{"title":"Designing a blended delivery foundation mathematics course: Targeting self-efficacy, skill development and social connectedness","authors":"Rosie A. Cameron","doi":"10.21100/msor.v22i1.1451","DOIUrl":"https://doi.org/10.21100/msor.v22i1.1451","url":null,"abstract":"Foundation mathematics courses play a crucial role in allowing students who have not achieved the pre-requisite mathematics credits for tertiary studies to re-engage with STEM studies. This paper describes how targeting self-efficacy, skill development and social connectedness have influenced the design of a foundation mathematics course at a New Zealand university. These design goals are grounded in education literature, and the paper outlines how focusing on these goals has resulted in the design of a course that incorporates novel approaches to learning and assessment, including online and face-to-face components. These approaches include the use of large, automatically graded weekly quizzes; adaptive learning quizzes for essential skills such as fraction arithmetic; and an emphasis on face-to-face learning and connection through tutorials and collaborative problem-solving workshops. The paper concludes with reflections on the success of the course so far and raising questions for future investigation.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"19 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139450834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Capacity Building in Mathematics and Statistics Learning Support in Norway and the Czech Republic (MSLS Net) 挪威和捷克共和国在数学和统计学习支持方面的能力建设(MSLS Net)
MSOR connections Pub Date : 2024-01-03 DOI: 10.21100/msor.v22i1.1464
Josef Rebenda, Zuzana Pátíková, Martin Chvátal, Svitlana Rogovchenko, Tørris Koløen Bakke, Tony Croft
{"title":"Capacity Building in Mathematics and Statistics Learning Support in Norway and the Czech Republic (MSLS Net)","authors":"Josef Rebenda, Zuzana Pátíková, Martin Chvátal, Svitlana Rogovchenko, Tørris Koløen Bakke, Tony Croft","doi":"10.21100/msor.v22i1.1464","DOIUrl":"https://doi.org/10.21100/msor.v22i1.1464","url":null,"abstract":"This report describes the final meeting of the project \"Capacity Building in Mathematics and Statistics Learning Support in Norway and the Czech Republic (MSLS Net)\" held at the Tomas Bata University in Zlín, Czech Republic (June 12-14, 2023). Provision of mathematics and statistics learning support (MSLS) is developing rapidly in many parts of the world and activity in Norway and the Czech Republic has been accelerated significantly through this EEA Grants funded project. Representatives of each of the five partner institutions worked on creating a summary of good practices in tutor training, designing learning resources, and in delivering, monitoring and evaluation of mathematics and statistics support. Provision varied considerably across the institutions and the centres represented demonstrated diverse and innovative ways in which mathematics support is evolving. Outputs from the project include a Handbook on good practice and a booklet concerned with mathematics support centre tutor training, including pedagogic training and learning resources for the development of the tutors as described below. Finally, consideration turned to the value of establishing a professional network to continue this important work. The report will be relevant to other international groups interested in working in university level mathematics and statistics support.","PeriodicalId":18932,"journal":{"name":"MSOR connections","volume":"46 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139388415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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