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A Curriculum Study: Accounting Analytics Using Python 课程研究:使用 Python 进行会计分析
Pub Date : 2024-02-16 DOI: 10.5430/jct.v13n1p255
Namryoung Lee
The purpose of this study is to highlight the necessity of incorporating AI technology into the accounting sector and to provide a curriculum that allows university students to practice using data science in accounting. As the accounting work environment evolves along with technological advancements, employers, including big accounting firms, are looking for people with technical skills in addition to accounting knowledge. Accounting major students should be prepared for a changing business environment by learning technical skills in combination with accounting knowledge. This necessitates a modification in the accounting curriculum to reflect the dynamic accounting environment driven by technological innovation. However, it doesn't appear that the accounting curriculum has changed much to keep up with these modern changes, and there don't appear to be many case studies that expressly combine accounting and data science. As a part of this endeavor, this paper offers a few concrete examples for the integration of accounting and Python. Python via Anaconda is utilized for the cases in this study, and a creative but beginner-friendly programming is applied to each case. As a result, in this study, a few Python-integrated accounting challenges comprising fundamental financial accounting concepts are addressed. These are only a few examples, but they might aid in introducing data science fundamentals, demonstrating how data science is used in accounting, and encouraging further research and development of deep learning.
本研究旨在强调将人工智能技术融入会计行业的必要性,并提供一门课程,让大学生能够在会计工作中实践使用数据科学。随着会计工作环境与技术进步的发展,包括大型会计师事务所在内的雇主正在寻找除会计知识外还具备技术技能的人才。会计专业的学生应通过学习技术技能与会计知识相结合,为不断变化的商业环境做好准备。这就需要修改会计课程,以反映由技术创新驱动的动态会计环境。然而,会计课程似乎并没有太大的变化来跟上这些现代变化,而且似乎也没有太多明确结合会计和数据科学的案例研究。作为这项工作的一部分,本文提供了一些会计与 Python 结合的具体案例。本研究中的案例使用了通过 Anaconda 开发的 Python,并在每个案例中使用了具有创造性但对初学者友好的编程方法。因此,在本研究中,一些包含基本财务会计概念的 Python 集成会计挑战得到了解决。这只是几个例子,但它们可能有助于介绍数据科学基础知识,展示数据科学如何应用于会计领域,并鼓励进一步研究和开发深度学习。
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引用次数: 0
Theoretical Foundation for Developing Instructional Guide for China Pre-Service EFL Teachers to Teach Phonics 为中国职前英语教师编写语音教学指南的理论基础
Pub Date : 2024-02-16 DOI: 10.5430/jct.v13n1p242
Min Jie Chen, Guojie Yin, Raja Harun Raja Nor Safinas, Wei Lun Wong, Swaran Singh Charanjit Kaur
In China, the absence of a phonics instructional guide hinders pre-service EFL teachers’ preparation for phonics instruction. To bridge the gap, the purpose of this article is to lay the theoretical groundwork for developing a phonics instructional guide for Chinese pre-service EFL teachers and then to produce a research methodology for this instructional guide. The Bottom-up Theory of Reading Process; the S-R Theory with Reinforcement, particularly Instrumental Conditioning; and the Trial-and-Error Theory of Learning all have pedagogical implications for implementing explicit and systematic phonics instruction for EFL beginners in China. Additionally, in conjunction with the Andragogy Theory of Adult Learning, these theories provide a theoretical foundation for instructional design. Following the ADDIE sequential framework, a multi-phase mixed methods experimental design was used to collect data from 254 representative samples chosen through a stratified random sampling technique. The findings indicate that within the theoretical framework and with the incorporation of specific design frameworks into the ADDIE sequential framework, the instructional guide was successful, although some refinement is still needed. Furthermore, the findings suggest that additional research could be conducted on advanced evaluation levels.
在中国,语音教学指南的缺失阻碍了职前英语教师的语音教学准备工作。为了弥补这一差距,本文旨在为中国职前 EFL 教师编制语音教学指南奠定理论基础,然后为该教学指南制定研究方法。自下而上的阅读过程理论、S-R 强化理论(尤其是工具性条件反射)和试错学习理论都对中国 EFL 初学者实施明确而系统的语音教学具有重要的教学意义。此外,这些理论与成人学习理论(Andragogy Theory of Adult Learning)相结合,为教学设计提供了理论基础。按照 ADDIE 顺序框架,采用多阶段混合方法实验设计,通过分层随机抽样技术从 254 个代表性样本中收集数据。研究结果表明,在理论框架内,并将具体的设计框架纳入 ADDIE 顺序框架,教学指南是成功的,尽管还需要一些改进。此外,研究结果还表明,还可以在高级评价层面开展更多的研究。
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引用次数: 0
School-based Training Effects on Liver Fluke and Cholangiocarcinoma Prevention: A Comparative Case Study of Individual Differences Among Elementary Teachers in Northeast Thailand 校本培训对预防肝吸虫病和胆管癌的影响:泰国东北部小学教师个体差异比较案例研究
Pub Date : 2024-02-16 DOI: 10.5430/jct.v13n1p272
Angkana Tungkasamit, Nattapon Meekaew, Piyawan Srisurak, Ladda Silanoi
Abstract Liver fluke and Cholangiocarcinoma (CCA) infestations pose significant health challenges, particularly in northeastern region of Thailand. Addressing health issues through an educational lens is of paramount importance to stakeholders in various fields of education, including health education and social education. Collaboratively, stakeholders strive to develop initiatives that enhance understanding of this disease among people in the region. An essential step toward achieving this objective involves recognizing the variations in individuals' responses to educational activities, thereby facilitating the development of locally contextualized and effective learning programs. This study was to explore the differences among elementary teachers participating in training courses for the prevention of cholangiocarcinoma and liver fluke disease in Khon Kaen province. Employing a pre-experimental design, the study involved one hundred and thirty-nine elementary teachers as research participants. Pre- and post-test served as the research instrument, and data analysis entailed the use of descriptive statistics and a t-test. The findings revealed that most of the participants were female, held bachelor's degrees, and were affiliated with schools in Ban Phai district. Moreover, the study demonstrated a significant enhancement in participants’ understanding of liver fluke and CCA prevention following the training. Notably, the study identified a significant impact of the school’s geographical location on training effectiveness. This study contributes to the existing knowledge base, offering insights to tailor more precise training programs in regions where liver fluke and Cholangiocarcinoma disease are prevalent.
摘要 肝吸虫病和胆管癌(CCA)对健康构成重大挑战,尤其是在泰国东北部地区。对于包括健康教育和社会教育在内的各个教育领域的利益相关者来说,通过教育视角解决健康问题至关重要。各利益相关方通力合作,努力制定各种措施,以增进该地区人民对这一疾病的了解。实现这一目标的重要一步是认识到个人对教育活动的反应存在差异,从而促进因地制宜地制定有效的学习计划。本研究旨在探讨孔敬省参加预防胆管癌和肝吸虫病培训课程的小学教师之间的差异。本研究采用实验前设计,共有 139 名小学教师参与研究。研究工具为前测和后测,数据分析采用描述性统计和 t 检验。研究结果显示,大多数参与者为女性,拥有学士学位,隶属于班派地区的学校。此外,研究还表明,参加培训后,学员对肝吸虫病和 CCA 预防的了解有了显著提高。值得注意的是,研究发现学校的地理位置对培训效果有显著影响。这项研究为现有的知识库做出了贡献,为在肝吸虫病和胆管癌流行地区定制更精确的培训计划提供了启示。
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引用次数: 0
The Effects of Genre Writing on Korean High School Learners’ English Writing Abilities and Learning Motivation according to the Degree of English Writing Anxiety 根据英语写作焦虑程度确定体裁写作对韩国高中生英语写作能力和学习动机的影响
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p356
Whyun-Young Choi, Mun-Koo Kang
English writing education is crucial for ESL/EFL learners, and the significance of affective factors, such as anxiety, has been emphasized. However, there are limitations in the school field that prevent a balanced English learning environment. Moreover, longitudinal studies are lacking to track learners’ progress over time. Thus, this study aimed to investigate the effects of genre writing on Korean high school learners’ English writing abilities and learning motivation according to the degree of English writing anxiety. The study engaged twelve first-year (Grade 10) high school students who participated in genre writing for a three-year longitudinal study from mid-March 2020 to December 2022. The results of this study are as follows. First, it confirmed that the English writing anxiety of all learners who participated in genre writing was significantly alleviated. However, the higher the level of English writing anxiety, the more significant the alleviation. Second, it was found that the English writing abilities of all students who participated in genre writing was significantly improved in most period sections, regardless of their level of English writing anxiety. However, the lower the level of English writing anxiety, the greater the improvement in the English writing abilities. Finally, the learning motivation of all students who participated in genre writing significantly improved, regardless of their level of English writing anxiety. The findings have useful pedagogical implications for teachers to develop English writing abilities while considering learners’ affective factors.
英语写作教育对 ESL/EFL 学习者至关重要,而焦虑等情感因素的重要性一直受到重视。然而,学校领域的局限性阻碍了英语学习环境的平衡。此外,也缺乏纵向研究来跟踪学习者的长期进步。因此,本研究旨在根据英语写作焦虑程度,探讨体裁写作对韩国高中生英语写作能力和学习动机的影响。本研究从2020年3月中旬至2022年12月,对参加体裁写作的12名高一(10年级)学生进行了为期三年的纵向研究。本研究的结果如下。首先,研究证实,所有参与体裁写作的学习者的英语写作焦虑都得到了明显缓解。但是,英语写作焦虑水平越高,缓解程度越明显。其次,研究发现,无论学生的英语写作焦虑程度如何,所有参与体裁写作的学生的英语写作能力在大多数学段都有明显提高。然而,英语写作焦虑水平越低,英语写作能力的提高就越大。最后,无论学生的英语写作焦虑程度如何,所有参与体裁写作的学生的学习积极性都有明显提高。研究结果对教师在考虑学习者情感因素的同时培养英语写作能力具有有益的教学启示。
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引用次数: 0
A Study on Developmental Strategies for Improving the Quality of Secondary Special Education for Students with Disabilities 提高残疾学生中等特殊教育质量的发展战略研究
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p333
Yung Keun Park
In the era of the fourth industrial revolution, addressing the multifaceted learning needs of students with special needs has become increasingly pivotal. This study aims to explore and enhance the quality of secondary special education, adapting to new educational methodologies in tandem with technological advancements while fostering the development of teachers and educational stakeholders. To identify the key areas necessitating development in secondary special education, interviews were conducted with special education teachers. These interviews informed the creation of a questionnaire, which was subsequently disseminated through a Google survey to special education teachers in various special schools and classes nationwide. The survey responses were analyzed using descriptive statistics to gain comprehensive insights. This study's findings integrate the perspectives from the interviews and survey data, leading to the formulation of strategies for the advancement of secondary special education. The analysis categorized the developmental needs into four primary domains: teacher development, curriculum enhancement, school infrastructure, and external factors related to the school environment. The paper concludes with a discussion that synthesizes these findings, offering a pathway for future improvements in the quality of secondary special education, and highlighting the importance of adapting to the changing educational landscape in the era of technological progress.
在第四次工业革命时代,满足有特殊需要的学生多方面的学习需求变得日益重要。本研究旨在探索和提高中等特殊教育的质量,在促进教师和教育利益相关者发展的同时,适应技术进步带来的新教育方法。为了确定中等特殊教育需要发展的关键领域,我们对特殊教育教师进行了访谈。这些访谈为编制问卷提供了信息,随后通过谷歌调查向全国各特殊教育学校和班级的特殊教育教师分发了问卷。我们使用描述性统计对调查反馈进行了分析,以获得全面的见解。本研究的结论综合了访谈和调查数据的观点,从而制定了促进中等特殊教育发展的策略。分析将发展需求分为四个主要领域:教师发展、课程改进、学校基础设施以及与学校环境相关的外部因素。论文最后对这些研究结果进行了综合讨论,为未来提高中等特殊教育质量提供了一条途径,并强调了在技术进步的时代适应不断变化的教育环境的重要性。
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引用次数: 0
A Curriculum Review of Programming Courses in a Master of Biostatistics Program 生物统计学硕士课程中的编程课程回顾
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p405
Jesse D. Troy, Megan L. Neely, S. Grambow, Gina‐Maria Pomann, Gregory P. Samsa
Computing is a core competency for collaborative biostatisticians, who work on interdisciplinary scientific teams in medicine and publich health. However, computing is a broad field that encompases many underlying pedagogical constructs and subspeciality topics, not all of which are relevant for practicing biostatisticians. Furthermore, the ubiquitous nature of computing in biostatistics and the variation in computing education required to support students’ interests in biostatistics subspecialities presents a challenge for curriculum design. Specifically: where and how to integrate training in computing into biostatistics educational programs? We discuss here our answer to these questions as it relates to a 2-year, full-time, intensive master’s degree program in biostatistics. Specifically, we define and rationalize the core pedagogical contstruct that guided our curriculum deisgn—computational thinking—and then discuss our two-fold approach to training biostatistics master’s students in computing: creation of a 2-course series of targeted training in computing, and embedding training in computing throughout other courses in the curriculum. A detailed description of the course design is included along with a description of our instructional methods, including how we evaluate student performance.
对于在医学和公共卫生领域跨学科科学团队中工作的合作型生物统计学家来说,计算是一项核心能力。然而,计算是一个广泛的领域,包含许多基本的教学结构和亚专业主题,并非所有这些都与执业生物统计学家相关。此外,计算在生物统计中无处不在,而为支持学生对生物统计亚专业的兴趣,计算教育也需要有所变化,这给课程设计带来了挑战。具体来说:在哪里以及如何将计算培训纳入生物统计学教育计划?我们在此讨论我们对这些问题的回答,因为它与两年制、全日制、强化生物统计学硕士学位课程有关。具体来说,我们定义并合理解释了指导我们课程设计的核心教学结构--计算思维,然后讨论了我们在计算方面培训生物统计学硕士生的两方面方法:开设两门系列课程,有针对性地进行计算培训;在课程的其他课程中嵌入计算培训。在详细介绍课程设计的同时,还介绍了我们的教学方法,包括我们如何评估学生的表现。
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引用次数: 0
Professional Development for High School Math Vietnamese Educators in the Assessment of Math Results 高中数学越南语教育工作者在数学成绩评估方面的专业发展
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p348
Sau Thi Ut Nguyen, Huyen Thi Thanh Nguyen, Thuong Thi Thuong Le, Chi Khanh Nguyen
Professional development has long been acknowledged as an important facet of career advancement, particularly in the teaching profession. Teachers must participate in professional development activities that allow them to review and improve their knowledge and skills to remain competent and up to speed with the newest practices. Nonetheless, despite increased attention to professional development programs in Vietnam, the value of these programs for Math teachers remains debatable. The goal of this research is to investigate the content, method, and form of professional development activities for math teachers in Vietnam. Despite dings indicate that, despite the varied contents, methods, or forms employed in professional development programs, their effectiveness, as judged by instructors, is quite low. This suggests that program developers should assess the inefficiencies of these programs and make relevant adjustments or replacements to maximize their efficacy. Teachers must engage in professional development activities that give them the knowledge and skills they need to fulfill the changing demands of their job. Effective professional development programs can help students succeed by allowing instructors to enhance their instructional practices, stay current with new teaching methods and technologies. This study, however, emphasizes the importance of continuing to evaluate and enhance professional development programs for math instructors in Vietnam to ensure that they are effective in fulfilling the requirements of teachers and, ultimately, their students.
长期以来,专业发展一直被认为是职业发展的一个重要方面,尤其是在教师行业。教师必须参加专业发展活动,通过这些活动,他们可以回顾和改进自己的知识和技能,以保持能力和最新的实践。然而,尽管越南越来越重视专业发展项目,但这些项目对数学教师的价值仍然值得商榷。本研究旨在调查越南数学教师专业发展活动的内容、方法和形式。研究结果表明,尽管专业发展项目的内容、方法和形式多种多样,但从教师的角度来看,这些项目的有效性很低。这表明,项目开发者应评估这些项目的低效性,并进行相关调整或替换,以最大限度地提高其效率。教师必须参与专业发展活动,以获得满足不断变化的工作要求所需的知识和技能。有效的专业发展计划可以让教师提高教学实践能力,掌握最新的教学方法和技术,从而帮助学生取得成功。然而,本研究强调了继续评估和加强越南数学教师专业发展项目的重要性,以确保这些项目能够有效地满足教师的要求,并最终满足学生的要求。
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引用次数: 0
Effects of Career Decision-Making Self-Efficacy, Career Outcome Expectation, and Career Consciousness Maturity on Career Preparation Behavior of Nursing Students 职业决策自我效能感、职业结果预期和职业意识成熟度对护理专业学生职业准备行为的影响
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p384
Jee, youngju, Yang Seungkyoung
Although career preparation is an important factor in making correct career decisions and increasing job satisfaction, nursing students lack consideration and preparation for their career path when choosing a major. The purpose of this study was to identify the relationships among career decision-making self-efficacy, career outcome expectation, and career consciousness maturity on the behavior of nursing students in preparing for their careers. We collected data using structured questionnaires from 95 nursing students in C city from June 1 to June 20, 2018. We analyzed the data using the IBM SPSS/WIN 23.0 program for descriptive statistics, independent t test, oneway ANOVA, Pearson’s correlation coefficient, and multiple regression. As a result, the factors influencing the career preparation behavior of nursing students were career decision self-efficacy (β = .35, p < .001) and career consciousness maturity (β = .30, p = .003), and the explanatory power of these variables was 37%. Based on these results, it was required to develop programs to strengthen career decision-making self-efficacy and career consciousness maturity. In order to improve career decision-making self-efficacy, a program should be developed to improve confidence in solving problems by providing career opportunities. In addition, in order to strengthen career consciousness maturity, a career road map for each grade should be constructed, as well as systematic career counseling and employment capacity enhancement programs.
虽然职业准备是做出正确职业决策和提高工作满意度的重要因素,但护理专业学生在选择专业时缺乏对职业道路的考虑和准备。本研究旨在明确职业决策自我效能感、职业结果期望和职业意识成熟度对护生职业准备行为的影响关系。2018年6月1日至6月20日,我们采用结构化问卷对C市95名护理专业学生进行了数据收集。我们使用IBM SPSS/WIN 23.0程序对数据进行了描述性统计、独立t检验、单向方差分析、皮尔逊相关系数和多元回归分析。结果显示,影响护生职业准备行为的因素为职业决策自我效能感(β = .35,P < .001)和职业意识成熟度(β = .30,P = .003),这些变量的解释力为37%。基于这些结果,需要制定加强职业决策自我效能感和职业意识成熟度的方案。为了提高职业决策自我效能感,应制定方案,通过提供职业机会来提高解决问题的信心。此外,为了加强职业意识的成熟度,应构建每个年级的职业路线图,以及系统的职业咨询和就业能力提升计划。
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引用次数: 0
The Curriculum and Community Environmental Restoration Science (STEM + Computer Science) Project – Attaining a STEM Mindset Through Improved Technological Ability 课程与社区环境修复科学(STEM + 计算机科学)项目--通过提高技术能力获得 STEM 思维方式
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p394
Lauren B. Birney, Denise M. McNamara
Increasing students’ confidence in their technological ability has been found to have a broader impact on their content knowledge in several subject areas, but most strikingly, in STEM (science, technology, engineering, and mathematics). A sample of 513 students in grades 6 through 12 in the New York City public school system were questioned on their perceived technological ability after participating in The Curriculum and Community Environmental Restoration Science (STEM + Computer Science) Project, hereafter referred to as the CCERS STEM + C Project. Also explored was the students’ access to technology to determine if this would be a factor in student self-efficacy in technology ability. Analysis revealed that science self-efficacy and technology ability were both strengthened through participation in the project. Additionally, the study found that working alongside STEM professionals and exposure to STEM careers were also contributing factors. The study aims to determine if increased access to technology would, in turn, increase students’ self-efficacy in their technology knowledge and skills and have a positive effect on their self-confidence in STEM content. The results of the study contribute to the body of research that suggests greater access to technology may be an important factor in students’ self-agency and academic achievement.
研究发现,提高学生对自己技术能力的信心,对他们在多个学科领域的内容知识有更广泛的影响,但最引人注目的是在 STEM(科学、技术、工程和数学)领域。我们对纽约市公立学校系统 6 至 12 年级的 513 名学生进行了抽样调查,以了解他们在参加 "课程与社区环境恢复科学(STEM + 计算机科学)项目"(以下简称 "CCERS STEM + C 项目")后对自己技术能力的看法。此外,还探讨了学生获得技术的机会,以确定这是否会成为学生技术能力自我效能感的一个因素。分析表明,通过参与该项目,学生的科学自我效能感和技术能力都得到了增强。此外,研究还发现,与科学、技术、工程和数学专业人员一起工作以及接触科学、技术、工程和数学职业也是促进因素。该研究旨在确定,增加对技术的接触是否会反过来提高学生在技术知识和技能方面的自我效能感,并对他们在 STEM 内容方面的自信心产生积极影响。研究结果表明,更多地接触技术可能是影响学生自我能力和学业成绩的一个重要因素。
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引用次数: 0
Navigating the AI Revolution: Implications for Business Education and Pedagogy 引领人工智能革命:对商业教育和教学法的影响
Pub Date : 2024-02-15 DOI: 10.5430/jct.v13n1p371
Xiao Xu
Generative artificial intelligence (AI) is rapidly emerging as a transformative force across various sectors. As education shifts towards an AI-focused future, adapting teaching methodologies and evaluation strategies to this technological evolution becomes more and more important. This paper delves into the profound implications of generative AI on business education, critically analyzing its influence on broad program learning outcomes as well as on specific assessment tasks, ranging from quizzes to work-integrated learning projects. By examining and assessing responses from ChatGPT, we evaluate their structural coherence and the potential to enhance or replace key skills evaluated in students. Our findings primarily indicate that for formulaic quizzes and short essay questions, GPT-4 often delivers accurate solutions. In the context of research reports and reflection journals, GPT-4 serves more as a guide and scaffolding tool. As AI continues to advance, it becomes increasingly crucial for business educators to re-examine their learning objective frameworks. This includes utilizing the technology’s potential while navigating its complexities, ensuring that education remains effective, relevant, and in step with the pace of innovation.
生成式人工智能(AI)正在迅速崛起,成为各行各业的变革力量。随着教育转向以人工智能为重点的未来,调整教学方法和评估策略以适应这一技术演进变得越来越重要。本文深入探讨了生成式人工智能对商业教育的深远影响,批判性地分析了它对广泛的课程学习成果以及从测验到工作一体化学习项目等具体评估任务的影响。通过检查和评估来自 ChatGPT 的回复,我们评估了它们的结构连贯性以及增强或替代学生关键技能评估的潜力。我们的研究结果主要表明,对于公式化的测验和短文问题,GPT-4 通常能提供准确的解决方案。在研究报告和反思日记中,GPT-4 更像是一种指导和支架工具。随着人工智能的不断进步,商业教育工作者重新审视其学习目标框架变得越来越重要。这包括在利用技术潜力的同时驾驭其复杂性,确保教育保持有效性、相关性,并与创新步伐保持一致。
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引用次数: 0
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Journal of Curriculum and Teaching
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