Development of soft skills in computer science bachelors in the project learning process
Substantiation of a method of development of soft skills in computer science bachelors using project-based learning. Indicators of soft skill formation by personal effectiveness, communicative, managerial, strategic and information management skills.
Рубрика | Педагогика |
Вид | статья |
Язык | английский |
Дата добавления | 11.07.2023 |
Размер файла | 549,8 K |
Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже
Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.
Размещено на http://www.allbest.ru/
National University of Life and Environmental Sciences of Ukraine
Zhytomyr Polytechnic State University
DEVELOPMENT OF SOFT SKILLS IN COMPUTER SCIENCE BACHELORS IN THE PROJECT LEARNING PROCESS
O.G. Glazunova, Ed. D, Professor,
V.I. Korolchuk, PhD, Associate Professor
T.V. Voloshyna, PhD. E., Associate Professor
T.A. Vakaliuk, Doctor of Pedagogical Sciences, Professor
Kyiv, Zhytomyr
Abstract
soft skill computer science
The article proposes and substantiates a method of development of soft skills in Computer Science bachelors using project-based learning technologies, as successful employment of graduates in the IT industry market depends on the level of such skills. Developed communication skills, teamwork, and the ability to plan work on a project are important requirements for university graduates' successful employment in the IT industry. The formation and development of soft skills enables the students not only to meet the requirements of the labor market, but also to more successfully develop professional skills (hard skills). The authors propose indicators of soft skill formation by 5 categories: personal effectiveness, communicative, managerial, strategic and information management skills. The methodology of soft skill development for future specialists in information technologies is based on three stages, each of which involves the implementation of different types of projects: collective, term paper and interdisciplinary. The components of soft skills that are formed during each of the stages are determined. The research substantiates the integration of two learning technologies for the implementation of the proposed methodology - blended and project-based learning, which involve the use of digital technologies. During the experimental research, students independently assessed the level of their soft skill formation according to the defined indicators in line with the proposed categories on a 10-point scale. The results of the conducted experimental study proved the improvement of the level of soft skill formation in Computer Science Bachelors in the process of project training. The statistical analysis of the results of the experiment proved the significance of the proposed method and made it possible to confirm its effectiveness.
Keywords: soft skills; computer science bachelors; project-based learning.
Анотація
РОЗВИТОК SOFT SKILLS БАКАЛАВРІВ КОМП'ЮТЕРНИХ НАУК У ПРОЦЕСІ ПРОЄКТНОГО НАВЧАННЯ
Глазунова Олена Григорівна доктор педагогічних наук, професор, декан факультету інформаційних технологій Національний університет біоресурсів і природокористування України, м. Київ, Україна
Корольчук Валентина Ігорівна доктор філософії, доцентка кафедри інформаційних систем і технологій Національний університет біоресурсів і природокористування України, м. Київ, України
Волошина Тетяна Володимирівна кандидат педагогічних наук, доцентка кафедри інформаційних систем і технологій Національний університет біоресурсів і природокористування України, м. Київ, Україна
Вакалюк Тетяна Анатоліївна доктор педагогічних наук, професор, професорка кафедри інженерії програмного забезпечення Державний університет «Житомирська політехніка», м. Житомир, Україна провідна наукова співробітниця сектору мережних технологій і баз даних відділу відкритих освітньо-наукових інформаційних систем Інститут цифровізації освіти НАПН України, м. Київ, Україна
У статті запропоновано та обґрунтовано методику розвитку м'яких навичок з використанням технологій проєктного навчання для бакалаврів комп'ютерних наук, від рівня сформованості яких залежить успішне працевлаштування випускників на ринку ІТіндустрії. Розвинуті комунікативні навички, командна робота та вміння планувати роботу над проєктом є важливою вимогою до випускників закладів вищої освіти для майбутнього працевлаштування в ІТ-галузі. Формування та розвиток soft skills дозволяє не тільки відповідати вимогам ринку праці, а й більш успішно розвивати професійні навички (hard skills). Автори пропонують показники сформованості навичок за 5 категоріями: особистісна ефективність, комунікативні, управлінські, стратегічні та інформаційно-управлінські навички управління інформацією. Методологія розвитку soft skills у майбутніх фахівців з інформаційних технологій базується на трьох етапах, кожен з яких передбачає виконання різних типів проєктів: колективних, курсових та міждисциплінарних. Визначено компоненти soft skills, які формуються на кожному з етапів. У дослідженні обґрунтовано інтеграцію двох технологій навчання для реалізації запропонованої методики - змішаного та проєктного навчання, що поєднує запропоновані форми та методи навчання з використанням цифрових технологій. Під час експериментального дослідження студенти самостійно оцінювали рівень сформованості soft skills за визначеними показниками відповідно до запропонованих категорій за 10-бальною шкалою. Результати проведеного експериментального дослідження довели підвищення рівня сформованості soft skills у майбутніх бакалаврів інформатики в процесі проєктного навчання, проведено статистичний аналіз результатів експерименту та доведено їх значимість, що дозволило підтвердити ефективність запропонованої методики.
Ключові слова: soft skills; бакалавр комп'ютерних наук; проєктне навчання.
The problem statement
Training a specialist of a new format, who is successful and competent, is entrusted to universities where the integration of technological innovations, cloud resources and services and methods of project learning can provide a new quality of the educational processes, the results of training and development of soft skills. In the modern world special importance is given to so-called soft skills - “flexible skills.” Some of these skills include: English language proficiency, as foreign communication skills are required in customer relations and communication with an international development team; team skills in project execution; effective communication skills throughout project execution, starting from the first communication with the customer to presentation of ready-made solution skills.
The Forbes Coaching Council also considers soft skills to be meaningful and notes that these skills cannot be taught - individuals must be willing to learn and acquire them through their own experience: to communicate in a constructive way, through their own experience of difficult working situations; to be able to listen - through many working meetings where an active hearing is essential; to be able to conduct complex negotiations - after dozens of difficult dialogues on understanding in various projects [1].
The World Economic Forum named integrated problem-solving skills, critical thinking and creativity among the top 10 skills which will continue to be in demand. The main groups of skills that employers believe will be in demand by 2025 are: critical thinking and analysis, problem-solving, self-management, working with people, management and communication of activities, technology use and development, core literacies, physical abilities. While there is a wide-ranging consensus that no single skill set or area of expertise is likely to be able to sustain a long-term career in the future, the core soft skills of the 21st century - including not just creativity and flexibility but also complex problem solving, critical thinking, and collaboration - will be crucial for enabling people to become better able to adapt to the changing needs of the job market [2].
Future IT specialists need to acquire the above-mentioned personal skills from the university level for a successful career, but traditional methods and forms of organization of work in higher education institutions (HEIs) do not contribute to the development of these skills. A Carnegie Mellon Foundation study found that 75% of long-term job success depends on the level of soft skills employees had. Another LinkedIn study found that 57% of employers value soft skills more than hard skills when making new hires [3].
Analysis of recent studies and publications
The need for qualified specialists in the field of information technologies is constantly growing, both for existing specialties and for new ones in the field of high technologies, training for which must be introduced in higher education institutions. For such specialists, it is important to have the ability to work in a team, therefore, it is recommended to use the project methodology during the training of future IT specialists. Therefore, a successful IT specialist needs to constantly improve their knowledge, skills and abilities, including soft skills, to be in demand in this job market. O. Hazzan and G. Har-Shai [3] argue that people involved in software development processes deserve more attention, and therefore their “soft skills” should also be developed, beyond their scientific and professional skills. P. Moss and C. Tilly [4] define “soft skills” as abilities and traits that relate to a person, their attitude, behavior, and not formal or technical knowledge.
S. Burbekova [5] notes that in order for an IT specialist to meet the demands of the job market, they need to work on developing soft skills such as communication skills, team building and leadership. Soft skills such as leadership, communication, negotiation, problem solving, and team spirit are important for any software development process, as they play a crucial role and influence how a person performs tasks, so they must be taken into account when designing academic curriculum [6].
Another learning activity outside college is internship/work practices or Industrial Field Experience (IFE), which greatly affects students' soft skills [7]. After the expert validation process, only seven elements were accepted to be the subconstructs for measuring soft skills among Construction Technology students, namely, communication skills, critical thinking, problem solving skills, teamwork, ethics, professional moral and leadership skills [8]. Modern programming is collective, and the usefulness of an individual IT specialist is closely related to their usefulness for the entire team, therefore it requires teamwork, leadership skills, certain knowledge of psychology and management [9].
R. Lavi, M. Tal, Y. Dori [10] in their study identify 14 skills needed by specialists in the 21st century, such as the ability to learn individually, the ability to solve problems, critical thinking skills, the ability to think systematically, skills of experimentation and testing, ability to cooperate, skills of written, oral and intercultural communication and others. In their work, researchers propose to form these skills using active learning methods, in particular, the method of project-based learning, which focuses on interaction and solving real problems.
The research goal. Given this, the purpose of the article is to feature a methodology developed for the formation of soft skills in computer science bachelors in the process of project training and verify it experimentally.
Research findings
In modern conditions, a competitive IT specialist must have both professional skills and soft skills, that's why they should be viewed as expected results (learning objectives) in the process of training future IT specialists. Today's employers in the IT industry expect a candidate to have dozens of different skills: the ability to think creatively and manage time, communication skills, networking, project management, effective teamwork. The researchers [11], [12] identify the following skills: personal effectiveness, management and strategic skills, information management skills and critical thinking. After analyzing the above classifications of soft skills, 5 categories of skills were formed, which are the most important for the future successful career of IT graduates. The first category includes communication skills. These include: the ability to work in a team, negotiation, the ability to communicate effectively using various tools (within the team, customers, managers), interpersonal communication, the ability to persuade, resolve conflicts, make group decisions, and give presentations. Communication skills are extremely important for a successful IT specialist, as software development teams can work remotely. Thus, the effectiveness of project work largely depends on the ability to communicate with each other, on the knowledge of foreign languages, business correspondence, conflict resolution, group decision making. Another part of the application of communication skills is related to working with clients, namely: active listening, the ability to ask questions correctly, to speak concisely, the ability to work with objections are components of effective communication. The second category includes personal performance skills, which include time management competences, responsibility, resilience, goal achievement, creativity and analytical thinking. To be successful in IT business, it is extremely important to be proactive and innovative, to constantly self-improve, as IT professionals increasingly prefer interesting projects, new technologies and enterprises with a transparent system of work organization. The third category consists of management skills, which include: competences in teamwork, the ability to form and unite a team, to establish a system of communication between its members, the ability to motivate team members, to show leadership qualities. These are the competencies that are necessary for successful work as part of a software development team.
To conduct IT business, it is necessary to develop strategic skills among IT students. These skills are in the fourth category and include strategic decision-making competence, which is very important when using the cutting-edge technology; the ability to operate in a risky environment; to plan students' activities and those of the development team; the ability to delegate authority. Critical thinking is one of the skills of the twenty-first century and one of the necessary skills for effective information management in the field of IT. The future IT specialist needs to be able to analyze, synthesize, evaluate data and messages, make decisions - the competence of the fifth group in the developed classification.
Table1 presents the classification of soft skills that need to be developed in the process of training future specialists in information technology to ensure their further development and successful employment in the relevant field.
It is possible to develop professional skills and soft skills in future IT specialists by organizing training activities using blended learning technology, which is to mix methods and forms of organizing training activities using information and communication technologies (ICT), project training and teamwork on the project.
Table 1
Required soft skills of IT students
Competence |
Indicator |
|
Personal effectiveness (PE) |
||
PE1. Ability to set a goal and achieve a goal |
the student is able to determine the purpose of the proposed project and ultimately achieve the goal by working on the project in a team |
|
PE2. Ability to correctly prioritize tasks within a limited time, rationally calculate time |
the student can independently divide objectives into tasks, determine the importance of each of them, effectively allocate time for their implementation |
|
PE3. Ability to maintain a holistic emotional attitude towards yourself and your team |
the student is able to control their own emotions and respond to the emotions of others, cope with stressful situations |
|
PE4. Ability to be responsible to the team when working on the project |
the student understands their role in the team, is able to assess the impact of their contribution to the overall result of the team |
|
PE5. Ability to interact creatively in a team |
the student is able to quickly and efficiently find non-obvious successful solutions to problems, challenges and tasks identified for project work |
|
PE6. Ability to visualize, formulate, solve problem situations, making the right decisions, taking into account the available information |
the student can analyze the problem situation, find its solution taking into account the necessary information, choose tools for its visualization |
|
PE7. Ability to present the project to investors or your own team |
the student is able to independently develop the structure of the presentation, convey their idea to the audience and the target audience |
|
Communication skills (C) |
||
C1. Ability to cooperate with colleagues and perform tasks independently |
the student is able to effectively manage time to perform tasks, understands their role in the team |
|
C2. Understanding the role and place of strategic communications in the team management system |
the student has the tools of dialogue and mediation to establish effective teamwork |
|
C3. Ability to clearly articulate needs, expectations of the team and the environment |
the student forms their own style of teamwork by using their strengths |
|
C4. Ability to analyze and resolve conflict situations in terms of team positions and interests |
the student is able to identify and assess the conflict situation in the work of the team, to find its solution that will contribute to its further effective work |
|
C5. Ability to negotiate, possess the algorithm of how to avoid mistakes |
the student is able to avoid communicatively incorrect actions and expressions |
|
C6. The ability to persuade others to accept their philosophy and way of thinking |
the student can argue his point of view and influence communicative partners |
|
C7. Ability to make group decisions |
the student is able to influence people and be convincing, listen to the colleagues' point of view, respect their opinion |
|
Managerial skills (M) |
||
M1. Ability to unite a group and build effective teamwork to solve specific tasks |
the student can form a favorable climate in the team, find common features in team members to improve interaction between them |
|
M2. Ability to organize joint activities and form a viable team |
the student is able to assess the atmosphere in the team, distribute roles and tasks among team members |
|
M3. Ability to form a team communication system using appropriate cloud services |
the student can independently evaluate and select tools for the formation of a communication system in the team, integrate them |
|
M4. Ability to motivate all team members to actively work to meet their needs and to achieve project goals |
the student can independently determine what needs motivate other participants to work and direct them to achieve project goals |
|
M5. Ability to take control of the situation |
the student can independently evaluate mistakes in the work of the team, find ways to solve them |
|
M6. Ability to influence the team with regard to the role in the project or through their abilities, skills or other resources |
regardless of their role in the team, the student can show their leadership qualities, convey their point of view and convince others of it |
|
Strategic skills (S) |
||
S1. Ability to plan long-term based on intermediate project objectives |
the student can independently define the goals of the project, plan the execution of the task in such a way that they can be achieved in the shortest possible time |
|
S2. Willingness to make strategic decisions |
the student independently makes decisions when working on the project, offers options for solving problem situations |
|
S3. Ability to work in conditions of risk |
the student can independently assess risks, find ways to minimize them |
|
S4. Willingness to delegate authority to other team members |
the student can distribute tasks among team members and work together on their performance |
|
Information management skills (IM) |
||
IM1. Ability to quickly identify important and minor tasks, to deal more effectively with problems, and to deal with different tasks in a more efficient and effective manner |
the student has no difficulty in filtering the results obtained; they can assess the problem and find a solution without the help of the teacher |
|
IM2. Ability to search, process and create information, as well as critically interpret the data obtained |
the student can formulate a search request, select the relevant data, and assess the validity and integrity of the received data |
|
IM3. Ability to target and organize data |
the student is able to independently determine the purpose in finding the necessary information |
|
IM4. Readiness to evaluate the message |
the student can assess the importance and urgency of the messages received from both the teacher and team members |
|
IM5. Ability to make decisions according to the situation, to make the choice that suits you best |
it is not difficult for the student to assess the situation and the conditions for achieving the objectives and, on the basis of the evaluation, to find the most effective solution |
|
IM6. Ability to build your own learning trajectory, determine the goals of new knowledge and ways to achieve them |
the student seeks to acquire new knowledge, skills and abilities |
The basic learning technologies that ensure the effective development of soft skills are project and blended learning. The combination of these technologies makes it possible to apply the project method in a mixed format using digital technologies. The project method provides the focus of learning on students' independent activities; its application promotes the development of critical thinking, personal skills, ability to apply knowledge to solve problems from project implementation to self-control and self-assessment, navigate in the information space. In blended learning, it is important to use various forms of organization of the educational process, including: group work, which is carried out by uniting students in groups to perform certain tasks; individual work, which is carried out by creating the necessary conditions for the identification and development of individual characteristics of the student in the learning process on the basis of personal-activity approach.
Figurel shows the structure of the methodology for the formation of soft skills in future IT specialists in three stages: (1) collective, (2) term paper, (3) interdisciplinary. For each stage, cloud services are defined to work on the project task. In particular, Microsoft SharePoint service was tested for joint work on the team development project of the first stage, GitHub was offered for collective development of term papers in disciplines in the second stage, Jira project management service was used in the third stage during interdisciplinary project implementation.
Figure 1 The structure of the methodology of soft skills formation in future IT specialists
Examples of training projects for IT specialists are given in Table 2. For each stage, the objective of the project work on the formation of the constituents of the soft skills is defined.
Table 2
Class projects in the process of training ІТ specialists
Academic discipline |
The purpose of the project |
Project content |
Stage/ Academic term |
|
Information technologies |
to form students' skills of personal effectiveness (PE1, PE3, PE4, PE6) and information management (IM1-IM4) |
acquaintance with IT students' opportunities, modern needs in the labor market; formation of the student educational environment; building the IT student trajectory |
1/2 |
|
Project type: collective project Means: Microsoft SharePoint Competences: personal effectiveness, information management |
||||
Object-oriented programming, Organization of databases |
to form students' communication skills (C1-C7), managerial (M1-M2) and personal effectiveness skills (PE2, PE5, PE7) |
designing a relational database model for the future automated system; building class diagrams and developing a system using class composition |
2/4 |
|
Project type: term paper Means: GitHub Competences: communicative, managerial, personal effectiveness |
||||
System analysis, Computer networks, Web technologies and web design, Economics and business |
to form students' strategic (S1-S4), managerial skills (M3M6) and information management skills (IM5IM6) |
development of a project to start your own IT business, namely: analysis of the IT services market; implementation of structural-functional and object-oriented analysis of the subject area; business process modeling; designing a computer network of the company's office and selecting the necessary equipment; creating a website to promote the company's activities; creation of the company's business plan; calculation of project payback and design of company development strategies |
3/4 |
|
Project type: interdisciplinary project Means: Jira Competences: strategic, managerial, information management |
The results and discussion
The pedagogical experiment on the development of soft skills in computer science bachelors lasted for 3 years (115 students in the experimental and 109 in the control groups). In the control group, the curriculum provides only for the implementation of term projects in certain disciplines on the implementation of which students work individually. Each term, students of experimental groups were offered project tasks, both group and individual, which were performed either while studying the academic disciplines, or were interdisciplinary projects. The course of experimental research included the measurement of soft skills in firstyear students at the beginning of university studies and at the end of each year after the completion of the educational project. According to the defined indicators (Table 1), students independently assessed the level of their soft skills formation in 5 categories on a 10-point scale. The level of formation of each category of skills was determined as the average value of the assessment for each indicator.
During the implementation of project tasks in Stage 1, students performed a collective project based on the SharePoint service Microsoft 365, which was offered to 1-st year students as part of the course in Information Technology. The purpose of organizing such project group work was to form students' competences of communication and management blocks. The content of the “Education of a modern IT specialist” project was to get acquainted with the opportunities of IT students, modern needs in the labor market; formation of the student's personal educational environment; building the trajectory of the IT student. The choice of the project topic was aimed at increasing students' motivation to study in the chosen field, to promote conscious professional orientation and increase responsibility for the results of their own learning and professional growth.
Figure 2 Soft skills assessment after Stage 1
In the course of such collective projects, the first stage achieved an improvement in the students' personal skills, in particular: time management (by almost 11 percent), leadership skills (by 8 percent), patience and the ability to listen to other points of view (by 2 percent). Summary results of the soft skills assessment for each category in the control and experimental groups after the first year of studies are presented in Figure 2.
Figure 3 Soft skills assessment after Stage 2
During Stage 2, students were offered mini-projects, group and individual project assignments, term papers within the framework of academic disciplines. When studying the disciplines “Object-oriented programming” and “Database organization” students were asked to execute a mini-project using a cloud service for the collective development of GitHub software products. The aim of such projects was to develop personal efficiency skills among future information technology specialists. The purpose of this mini-project was to design a relational database model for a future automated system (according to the theme chosen by the students); to construct a class diagram and to develop a system using the composition of classes.
As a result of such a mini-project, students increased the level of their soft skills, personal efficiency in particular, by 10.4% and communication skills by 8.17%.
Summary results of the soft skills assessment for each of the categories in the control and experimental groups after Stage 2 are presented in Figure 3.
Figure 4 Soft skills assessment after Stage 3
In Stage 3, during an interdisciplinary project, students worked on a collective case study using the Jira cloud service, which combined tasks from 4 disciplines: Systems Analysis, Computer Networking, Web Technologies and Web Design, Economics and Business. The purpose of organizing such an interdisciplinary project was to develop students' skills of strategic management, personal effectiveness and information management. The students were given a task to develop a project to start their own IT business, namely: to analyze the IT services market; to implement structural-functional and object-oriented analysis of the subject area; to carry out business process modeling; to design a computer network of the company's office and to choose the necessary equipment; to create a website to promote the company's activities; to create the company's business plan; to calculate project payback and development of company development strategies.
In assessing the rise of soft skills in the execution of an interdisciplinary project, students noted an increase in skills, namely: strategic management (growth by 13%); personal efficiency (almost 8%); and information management (increase by 10.2%). Summary results of the soft skills assessment for each of the categories in the control and experimental groups after the third year are presented in Figure 4.
To assess the results of soft skills development, the level of formation of each component of soft skills in the control and experimental group was compared based on the results of each project. The results of the experiment on the formation of strategic skills in the control and experimental groups on the results of each project are presented in Table 3.
Table 3
Assessment of strategic skills
Stage |
Group |
Overall |
Difference |
||
Experimental |
Control |
||||
Stage 1 |
5.84 |
5.68 |
5.76 |
0.16 |
|
Stage 2 |
6.80 |
6.52 |
6.66 |
0.29 |
|
Stage 3 |
7.56 |
7.15 |
7.36 |
0.41 |
|
Total |
6.73 |
6.45 |
6.59 |
0.28 |
|
Stage 2 - Stage 1 |
0.96 |
0.84 |
0.90 |
||
Stage 3 - Stage 2 |
0.75 |
0.64 |
0.70 |
||
Stage 3 - Stage 1 |
1.72 |
1.48 |
1.60 |
While assessing the aggregate of strategic skills (Figure 5), we observe a significant increase in the difference in the assessment of strategic skills in a multidisciplinary project.
Figure 5 Assessment of strategic skills in control and experimental groups based on the results of three stages
To statistically verify the results obtained, the null hypothesis was put forward that the difference in the average assessment of the level of strategic skills during the implementation of different projects is statistically insignificant. This hypothesis was tested using analysis of variance. The two-factor dispersion model is presented in Figure 6.
Figure 6 Two-factor variance model
To evaluate the variance model, the value of the Fisher test was found based on the mean squares of the deviations in and between the groups and the corresponding degrees of freedom for each of the factors:
For groups:
vBG = m - 1 = 2-1 = 1
vWG = n - m = (109 - 115) - 2 = 222
where m - number of factor levels (groups), n - number of observations (students).
Respectively, according to Fisher's criterion tables the theoretical value at a significance level of 0.05 is - F0,05;1;222 = 3,884.
For each of the projects:
vBG = (ml - 1)* (m2 - 1) = (2-1)*(3-1) = 2
vWG = (m1 - m2-1)*(n-1) = (2 - 3-1) - ((115 - 109)/2 - 1) = 4*111 = 444
where ml, m2number of levels for intergroup (group) and intragroup (stages) factors, n - the number of observations (students) in each sample divided into groups and educational projects, respectively.
Accordingly, the theoretical value is - F0,05;2;444 = 3.016.
The results show that there is a statistically significant relationship for groups and training projects, which is indicated by the value of the actual F statistics, which exceeds the critical values found: 4.53>3.884 and 370.469>3.016, consequently, it can be concluded that the difference in the assessment of strategic skills of 0.28 between the control group and the experimental group is statistically significant.
A similar assessment was conducted for other components of IT students' soft skills (Table 4).
Table 4
Statistical evaluation of soft skills components
Soft skills component |
Difference as a whole |
Assessment for the influence of groups |
Assessment for the influence of stages |
|||
F theoretical |
F actual |
F theoretical |
F actual |
|||
Personal effectiveness |
0.51 |
7.027 |
504.410 |
|||
Communicative skills |
0.52 |
5.944 |
333.313 |
|||
Managerial skills |
0.49 |
3,884 |
5.53 |
3,016 |
322.541 |
|
Information management skills |
0.60 |
8.281 |
357.348 |
The obtained results show a statistically significant difference in the evaluation of soft skills in students of control and experimental groups for each component, as well as a statistically significant relationship available for groups and stages. Accordingly, the influence of the proposed training technologies on the development of the strategic skills of future information technology specialists has been confirmed.
Conclusions and prospects for further research
In the IT-industry market, the possession of soft skills for IT students is a prerequisite for successful employment. Soft skills are highly important in the context of future work in the IT industry and are classified into 5 groups: management, communication, personal effectiveness, strategic management and information management. For each group indicators are defined, according to which the level of formation of the respective skill in the future ITspecialists was determined according to the developed model of formation of soft skills. Development of “soft skills” in future IT specialists at Stage 1 (communication and management skills), Stage 2 (personal effectiveness skills), Stage 3 (strategic management skills, information management skills, personal effectiveness) using cloud-based tools and a project-based learning methodology makes it possible to draw conclusions about the effectiveness of the proposed methodology. During the pedagogical experiment, the level of personal effectiveness increased by 15.3 %, and communicative skills by 16.7%, management skills have increased by 10.7%, strategic skills by 12.3%, information management skills by 10,2%. Thus, the proposed “soft skills” formation method can be applied to the organization of the educational activities of computer science bachelors.
...Подобные документы
Development of skills of independent creative activity in the process of game on the lessons of English. Psychological features of organization of independent work and its classification. Development of independence student in the process of teaching.
курсовая работа [35,8 K], добавлен 03.04.2011Main part: Reading skills. A Writing Approach to–Reading Comprehension–Schema Theory in Action. The nature of foreign-language teaching. Vocabulary teaching techniques.
курсовая работа [23,8 K], добавлен 05.12.2007Роль субъектной позиции обучающегося в процессе освоения образовательных программ. История и перспективы движения World Skills в России, его эффективность для формирования профессиональных компетенций, повышения престижа и популяризации рабочих профессий.
статья [20,9 K], добавлен 07.08.2017Effective reading is essential for success in acquiring a second language. Approaches to Teaching Reading Skills. The characteristic of methods of Teaching Reading to Learners. The Peculiarities of Reading Comprehension. Approaches to Correcting Mistakes.
курсовая работа [60,1 K], добавлен 28.03.2012The development in language teaching methodology. Dilemma in language teaching process. Linguistic research. Techniques in language teaching. Principles of learning vocabulary. How words are remembered. Other factors in language learning process.
учебное пособие [221,2 K], добавлен 27.05.2015Problems of child's psychological development. "Hot-Cold" games (for children till 7 years old). Intellectual Eye Measurer. Definitions and classification. Assessment. Computer, teacher's version. Mathematics. Statistics (for training of banking workers).
реферат [46,3 K], добавлен 19.09.2015Reading is the foundation on which academic skills of an individual are built. The importance of teaching reading. Developing reading skills and strategies. Stages of conducting reading and reading activities. Rules of training of the advanced readers.
курсовая работа [36,2 K], добавлен 10.04.2012The history of the use of the interactive whiteboard in the learning. The use of IWB to study of the English, the advantages and disadvantages of the method. Perfect pronunciation, vocabulary. The development of reading, writing, listening and speaking.
презентация [1,3 M], добавлен 23.02.2016Direction of professional self - development. Features of emotional sphere. Personal qualities of the social teacher and teacher of self-knowledge. The concept of vital functions as a continuous process of goal-setting, operations and human behavior.
презентация [2,5 M], добавлен 08.10.2016The basic tendencies of making international educational structures with different goals. The principles of distance education. Distance learning methods based on modern technological achievements. The main features of distance education in Ukraine.
реферат [19,1 K], добавлен 01.11.2012Principles of asr teсhnology. Performance and designissues in speech applications. Current trends in voise-interactive call. Difining and acquiring literacy in the age of information. Content-based instruction and literacy development.
курсовая работа [107,9 K], добавлен 21.01.2008Особливості філософії освіти у ХХІ столітті. Характеристика системи інноваційних принципів та методів викладання у вищій школі - "Blended Learning", що забезпечує значно вищу результативність освітнього процесу. Особливості застосування цієї системи.
статья [23,8 K], добавлен 21.09.2017The applied science model. The basic assumptions underlying this model. Received and experiential knowledge. Oldest form of professional education. The most advanced modern teaching strategies. Projects for the development of creative abilities.
презентация [156,0 K], добавлен 09.03.2015Использование новых технологий мультимедиа и Интернет для повышения качества обучения за счет улучшения доступа к ресурсам и сервисам, а также удаленного обмена знаниями и совместной работы. Сегментация рынка e-learning. Потребители электронного обучения.
реферат [99,8 K], добавлен 13.04.2013Oxford is a world-leading centre of learning, teaching and research and the oldest university in a English-speaking world. There are 38 colleges of the Oxford University and 6 Permanent Private Halls, each with its own internal structure and activities.
презентация [6,6 M], добавлен 10.09.2014The problem of linguistic abilities of a child. Goals and objectives of foreign language teaching preschoolers. Number of pupils in a group, the frequency, duration of sessions. The game as the leading method of teaching preschoolers. Learning vocabulary.
курсовая работа [39,5 K], добавлен 26.06.2015Approach - one’s viewpoint toward teaching. The set of principles, beliefs, or ideas about the nature of learning which is translated into the classroom. Learner, performance and competency based approach. Teacher’s and student’s role in the teaching.
презентация [447,5 K], добавлен 21.10.2015The employment of Internet in teaching Foreign Languages. The modern methods of teaching 4 basic skills. The usage of Internet technologies for effective Foreign Languages acquisition. Analysis of experience: my and teachers of Foreign Languages.
курсовая работа [2,3 M], добавлен 30.03.2016Transfer to profile training of pupils of 11–12 classes of 12-year comprehensive school its a stage in implementation of differentiation of training. Approaches to organization of profile education and their characteristic, evaluation of effectiveness.
курсовая работа [39,4 K], добавлен 26.05.2015Process of learning a foreign language with from an early age. The main differences between the concepts of "second language" and "foreign language" by the conditions of the language environment. Distinguish different types of language proficiency.
статья [17,3 K], добавлен 15.09.2014