scholarly journals A first introduction to data science education in secondary schools: Teaching and learning about data exploration with CODAP using survey data

2021 ◽  
Vol 43 (S1) ◽  
Author(s):  
Daniel Frischemeier ◽  
Rolf Biehler ◽  
Susanne Podworny ◽  
Lea Budde
Keyword(s):  
Science Education ◽  
Secondary Schools ◽  
Survey Data ◽  
Teaching And Learning ◽  
Data Science ◽  
Data Exploration

scholarly journals An overview of two open interactive computing environments useful for data science education

JAMIA Open ◽  
2018 ◽  
Vol 1 (2) ◽  
pp. 159-165
Author(s):  
Robert Hoyt ◽  
Victoria Wangia-Anderson
Keyword(s):  
Science Education ◽  
Programming Languages ◽  
Data Science ◽  
Predictive Analytics ◽  
Data Exploration ◽  
Online Data ◽  
Education Benefits ◽  
Interactive Computing ◽  
Data Analyses ◽  
Computing Environments

Abstract Objective To discuss and illustrate the utility of two open collaborative data science platforms, and how they would benefit data science and informatics education. Methods and Materials The features of two online data science platforms are outlined. Both are useful for new data projects and both are integrated with common programming languages used for data analysis. One platform focuses more on data exploration and the other focuses on containerizing, visualization, and sharing code repositories. Results Both data science platforms are open, free, and allow for collaboration. Both are capable of visual, descriptive, and predictive analytics Discussion Data science education benefits by having affordable open and collaborative platforms to conduct a variety of data analyses. Conclusion Open collaborative data science platforms are particularly useful for teaching data science skills to clinical and nonclinical informatics students. Commercial data science platforms exist but are cost-prohibitive and generally limited to specific programming languages.

scholarly journals A Call for a Humanistic Stance Toward K–12 Data Science Education

2021 ◽  
pp. 0013189X2110488
Author(s):  
Victor R. Lee ◽  
Michelle Hoda Wilkerson ◽  
Kathryn Lanouette
Keyword(s):  
Science Education ◽  
Learning Environments ◽  
Teaching And Learning ◽  
Data Science ◽  
Learning Opportunities ◽  
Human Dimensions ◽  
Personal Experiences ◽  
Interdisciplinary Framework ◽  
K 12 ◽  
Cultural Tools

There is growing interest in how to better prepare K–12 students to work with data. In this article, we assert that these discussions of teaching and learning must attend to the human dimensions of data work. Specifically, we draw from several established lines of research to argue that practices involving the creation and manipulation of data are shaped by a combination of personal experiences, cultural tools and practices, and political concerns. We demonstrate through two examples how our proposed humanistic stance highlights ways that efforts to make data personally relevant for youth also necessarily implicate cultural and sociopolitical dimensions that affect the design and learning opportunities in data-rich learning environments. We offer an interdisciplinary framework based on literature from multiple bodies of educational research to inform design, teaching and research for more effective, responsible, and inclusive student learning experiences with and about data.

MANAGING INFORMATION AND COMMUNICATION TECHNOLOGIES APPLICATIONS IN THE LOWER SECONDARY SCHOOLS IN K’RONG PAC DISTRICT, DAK LAK PROVINCE IN THE CONTEXT OF TECHNOLOGY REVOLUTION 4.0

2018 ◽  
Author(s):  
Pham Van Truong
Keyword(s):  
Secondary Schools ◽  
Information And Communication Technologies ◽  
Teaching And Learning ◽  
Communication Technologies ◽  
Software Management ◽  
Active Teaching ◽  
Application Management ◽  
Local Practices ◽  
Information And Communication ◽  
Lower Secondary Schools

The author analyze deeply management status of information and communication technologies (ICTs) application in teaching at the lower secondary schools in Krong Pac District, Dak Lak province today on the back: management status of building and using multimedia classrooms; management status of using teaching software; management status of desining and using active teaching and learning (ATL) lesson plans with using ICTs; management status of using ICTs in the examination and evaluation learning outcomes of pupils from that author proposed 6 application management solutions for ICTs in the lower secondary schools in Krong Pac district, Dak Lak province in the context of technological revolution 4.0 fit the circumstances of local practices.

Teacher Readiness in Teaching and Learning History Process through i-Think Mind Maps

2017 ◽  
Vol 1 (2) ◽  
pp. 184
Author(s):  
Mazlan Husin ◽  
Mohd Mahzan Awang ◽  
Anuar Ahmad
Keyword(s):  
Secondary Schools ◽  
Teaching And Learning ◽  
History Teachers ◽  
Learning History ◽  
Readiness Level ◽  
Research Findings ◽  
History Teacher ◽  
Teacher Readiness ◽  
Trained Teachers ◽  
Mind Maps

This research is aimed at investigating the readiness of History subject teachers in teaching and learning with the help of i-Think mind maps at secondary schools in the district of Setiu, Terengganu. The amount of sample chosen is 59 History teachers from secondary schools which consists of trained teachers without taking into account their specialisation. As a whole, the research findings show that respondents have a high readiness level in implementing their teaching and learning process with the help of i-Think mind maps in secondary schools. The findings also show that there is a difference in teacher readiness between history teacher and non-history teacher and between those that went to courses and those who did not. Furthermore, there is a difference in the attitude, skill and usage level of i-Think mind maps in teachers that are experienced and those less experienced. However, research findings for experienced and less-experienced teachers showed that there are no significant differences in the level of knowledge on the concept of i-Think mind maps.

A Glance Portrayal of Science Education in Indonesia

2019 ◽  
Author(s):  
Adib Rifqi Setiawan
Keyword(s):  
Science Education ◽  
General Education ◽  
Science Teachers ◽  
Teaching And Learning ◽  
Science Teacher Education ◽  
Asia Pacific ◽  
Professional Organizations ◽  
Curriculum Innovation ◽  
Global Science ◽  
Historical Developments

The goal of this work is to describe pre- and in-service science teacher education and science education research in Indonesia in an effort to better inform the global science education community about historical developments and present challenges. We begin by providing an historical overview of the general education system to provide readers with context needed to understand current reform initiatives. Next we describe the current-day process for preparing and certifying science teachers and we describe some of the challenges facing teachers, students, and researchers in Indonesia’s science education context today. We follow this discussion with an introduction to some existing professional organizations for teachers and researchers in Indonesia that are working to develop important channels for disseminating current research on teacher practice, curriculum innovation, and student learning that have the potential to positively influence on teaching and learning in the future. We conclude by highlighting some areas that would benefit from additional research and by inviting more international collaborative research initiatives with colleagues in the Asia-Pacific region and beyond.

Sustaining the Implementation of Dual-Language Programme (DLP) in Malaysian Secondary Schools

2019 ◽  
Vol 7 (1) ◽  
pp. 91-97
Author(s):  
Ashairi Suliman ◽  
Mohamed Yusoff Mohd Nor ◽  
Melor Md Yunus
Keyword(s):  
Secondary Schools ◽  
Teaching And Learning ◽  
Dual Language ◽  
English Language ◽  
Jel Classification ◽  
Student Perspective ◽  
Mathematics Students ◽  
Programme Implementation ◽  
Policy Makers ◽  
And Mathematics

Objective - The implementation of Dual-Language Programmes (DLP) in the teaching and learning of Science and Mathematics is an initiative under the ‘Upholding the Malay Language and Strengthening the English Language’ (MBMMBI) policy. Though it has some similarities with the previous policy known as ‘English for the Teaching of Science and Mathematics’ (PPSMI), its execution is idiosyncratic in its own way. Since its inception in 2016, the programme has entered its third cycle involving students in primary and secondary schools in Malaysia. The curiosity to scrutinise the programme implementation has led to this study. The study aims to investigate the execution of this programme and to assess its sustainability. Methodology/Technique – Gleaning through the students’ language capabilities, attitudes, teachers’ support and acceptance of the programme, the study uses a questionnaire with open-ended questions and focus group discussions to unravel the aforementioned issues. 1,530 students from secondary schools across Malaysia were selected as the respondents of this study. Findings - The results reveal findings that may represent a measure on the direction of this programme. Looking from the student perspective, the challenges confronted in addition to those put forward may further serve as an indicator for the sustainability of the program. Novelty – This study infers how the programme can be further enhanced in terms of its implementation in its fourth year since inception. The findings of this study may assist policy makers in shaping the direction of the programme. Type of Paper: Empirical. Keywords: Dual-Language Programme (DLP); Sustainability; Science and Mathematics; Students; Policy and Programme Implementation. JEL Classification: A20, A23 A29.

scholarly journals Conceiving Socioscientific Issues in STEM Lessons from Science Education Research and Practice

2021 ◽  
Vol 11 (5) ◽  
pp. 238
Author(s):  
Silvia Alcaraz-Dominguez ◽  
Mario Barajas
Keyword(s):  
Science Education ◽  
Learning Strategies ◽  
Teaching And Learning ◽  
Socioscientific Issues ◽  
Educational Systems ◽  
Group Discussions ◽  
Inquiry Based Learning ◽  
Teaching And Learning Strategies ◽  
Assessment Of Student Learning ◽  
Method Of Assessment

This paper aims to elicit the different conceptions of Socioscientific Issues (SSI) in formal, non-tertiary STEM lessons. An examination of recent publications in the field of science education was conducted to elicit the most common conceptions of SSI as per the components of STEM lessons, namely: purpose, contents, teaching and learning strategies and assessment. As for purpose, the conceptions elicited have been organized in terms of contributing to citizenship goals, or to scientific competence. As for contents, it was found that SSI are related both to knowledge of science and knowledge about science and linked to skills such as argumentation. In terms of teaching and learning strategies, SSI are mainly associated with Inquiry-Based Learning; and with student engagement techniques such as dilemmas and group discussions. Lastly, performance assessment of student learning processes and results is typical when SSI are conceived as a method of assessment of STEM lessons. This conception sets up strong foundations for the design and evaluation of innovative SSI teaching. It shall also help to open new lines of research establishing connections among applications of SSI in different subjects, cultural contexts and educational systems.

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