General Provisions

A scientific article is the primary form of presenting and disseminating the results of research activities. For master's and doctoral students, preparing scientific publications is an essential component of research work, allowing them to test research results, present scientific novelty, and receive professional evaluation from the scientific community. Methodological recommendations are intended to help students develop skills in:

• selecting a relevant topic for a scientific article
• formulating a scientific problem
• defining the goal and objectives of the research
• searching for and analyzing scientific literature
• developing a research methodology
• presenting and interpreting results
• forming scientific argumentation
• formatting scientific text
• correctly citing sources
• adhering to the principles of academic integrity
• preparing an article for publication in a scientific journal

Choosing a scientific article topic

The topic of an article must meet several basic requirements: Relevance → Scientific problem → Research question → Scientific novelty → Result When choosing a topic, it is recommended to consider:

1. 1the relevance of the problem for modern science and practice
2. 2the existence of an understudied aspect
3. 3the possibility of obtaining new scientific results
4. 4the availability of accessible scientific literature
5. 5alignment with the topic of a master's or doctoral dissertation
6. 6alignment with the profile of the scientific journal

Structure of a scientific article

For most empirical studies, the IMRAD structure is recommended: I — Introduction M — Methods R — Results A — And D — Discussion This is usually followed by:

• conclusion
• list of references
• author information
• information on funding and conflicts of interest — if necessary

Recommended article logic Title ↓ Abstract ↓ Keywords ↓ Introduction ↓ Literature review ↓ Methodology ↓ Results ↓ Discussion ↓ Conclusion ↓ References

Title of a scientific article

The title should be:

• specific
• informative
• relatively brief
• reflect the subject of the research
• contain key research concepts

It is not recommended to use overly general titles: "Modern problems of sports" Better: "Digital transformation of sports organizations: the impact of analytical technologies on management efficiency."

Abstract

The abstract is a summary of the research. Recommended structure: Relevance → Goal → Methods → Main results → Scientific novelty → Practical significance Usually, an abstract is approximately 150–250 words, although the final length is determined by the requirements of the specific journal. The abstract should allow the reader to understand:

• what problem the author is investigating
• why the research is being conducted
• what methods were used
• what results were obtained
• what the contribution of the research is

Keywords

Keywords should reflect the main concepts of the article. It is recommended to use 5–8 keywords, unless otherwise specified by the journal's requirements. For example: sports management; digital transformation; artificial intelligence; management decisions; sports organizations; data analytics.

Introduction

In the introduction, it is necessary to consistently show:

1. 1Relevance

Why is the problem important?

1. 2Scientific problem

What exactly remains insufficiently studied?

1. 3Analysis of existing research

What is already known about this problem?

1. 4Research Gap

What has not yet been investigated?

1. 5Research goal

What does the author aim to establish?

1. 6Research objectives

What specific actions must be performed to achieve the goal?

1. 7Scientific novelty

What new insights does the author offer?

Literature review

The literature review should not be a simple list of authors and publications. Not recommended: Ivanov studied management. Petrov researched sports. Akhmetov examined digitalization. It is necessary to conduct a comparative and critical analysis: A number of researchers view digitalization primarily as a tool for increasing the operational efficiency of sports organizations. At the same time, other authors focus on its influence on the quality of strategic management decisions. However, the issue of the complex impact of digital technologies on the strategic management processes of sports organizations in a developing sports market remains insufficiently studied. It is precisely this approach that allows for the identification of a research gap.

Formulating a scientific problem

The scientific problem must answer the question: What exactly remains unknown or insufficiently studied? You can use the following logical construction: Known → insufficiently studied → a contradiction exists → it is necessary to investigate For example: Despite the active introduction of digital technologies into the activities of sports organizations, their complex impact on the effectiveness of strategic management decisions remains insufficiently studied. This necessitates the development and empirical verification of a model for the digital transformation of sports organization management.

Research goal and objectives

The goal must be specific and measurable. Unsuccessful option: Study the digitalization of sports. More correct option: Determine the impact of digital technologies on the effectiveness of management decisions in sports organizations and develop recommendations for improving digital transformation processes. Objectives:

1. 1study theoretical approaches to the digital transformation of sports organizations
2. 2analyze modern digital management tools
3. 3define indicators of management decision effectiveness
4. 4conduct empirical research
5. 5identify relationships between digitalization and management efficiency
6. 6develop practical recommendations

Research methodology

In this section, it is necessary to clearly describe how the research was conducted. It should indicate:

• research design
• object and subject
• sample
• research period
• data collection methods
• data analysis methods
• research tools
• data processing procedures
• research limitations

For example: The study used a quantitative design. Empirical data were obtained through a survey of sports organization managers. To analyze the relationships between the variables under study, methods of descriptive statistics, correlation, and regression analysis were used.

Presentation of results

The results must answer the research questions posed. It is necessary to distinguish between: Research results and their interpretation. For example: The results of the correlation analysis showed a positive relationship between the level of digitalization and the effectiveness of management decisions (r = 0.62; p < 0.05). This is a result. But: The obtained relationship may indicate that a higher level of digitalization contributes to improving the quality of management decisions. This is an interpretation, which belongs to the discussion.

Tables and figures

Tables and figures must:

• have a number
• have a title
• be mentioned in the text
• contain a data source
• be necessary for explaining the results

For example: Table 1 — Indicators of digital maturity of sports organizations

Discussion of Results

In the "Discussion" section, it is necessary to answer the following questions:

• What do the obtained results mean?
• Do they correspond to the results of other researchers?
• Why were these specific results obtained?
• How does the study differ from previous works?
• How are the results explained from a theoretical point of view?
• What is their practical significance?

A good discussion connects: Results → previous research → explanation → scientific contribution.

Scientific Novelty

Scientific novelty must be formulated specifically. Possible formulations:

• a model has been proposed..
• a methodological approach has been developed..
• a dependency has been identified..
• factors have been established..
• a classification has been refined..
• a system of indicators has been developed..
• the relationship has been empirically confirmed..

It is important to avoid the formulation: "For the first time in Kazakhstan, a study has been conducted..." unless the author can prove absolute novelty.

Conclusion

In the conclusion, it is necessary to:

1. 1briefly present the main results
2. 2demonstrate the achievement of the goal
3. 3formulate the scientific contribution
4. 4designate the practical significance
5. 5indicate the limitations of the study
6. 6define prospects for further research

The conclusion should not simply repeat the introduction.

Academic Integrity

When preparing a scientific article, the following principles must be observed:

• independence of scientific research
• reliability of the presented data
• correct citation
• absence of plagiarism
• absence of data fabrication and falsification
• prevention of self-plagiarism
• correct indication of authorship
• disclosure of conflicts of interest
• compliance with the requirements of the specific journal

Use of Artificial Intelligence

When using AI tools, the requirements of the journal and the university must be observed. AI can be used as an auxiliary tool for:

• language editing
• text structuring
• searching for possible directions of analysis
• checking the logic of the presentation
• preparing drafts

At the same time, the author bears full responsibility for the content of the article, the reliability of the data, the correctness of the references, and the originality of the scientific results. AI must not be used to create fictitious sources, research results, or statistical data.

Working with Scientific Sources

For the preparation of an article, it is recommended to use:

• scientific journals
• monographs
• dissertations
• materials of international organizations
• official statistics
• regulatory and legal documents
• materials of professional organizations

Special attention should be paid to current research of recent years, but fundamental works should also be included if necessary. To organize literature, bibliographic managers such as Zotero, Mendeley, and EndNote can be used.

Preparing an Article for Publication

Before submitting an article to a journal, it is necessary to check: Content

• does the article correspond to the journal's scope
• is the scientific problem formulated
• are the goal and objectives defined
• is there scientific novelty
• is the methodology justified
• are the results presented
• is the scientific contribution formulated

Formatting

• are the journal's requirements met
• are tables and figures formatted correctly
• are references formatted
• is the bibliography formatted
• is the established article length observed

Academic Integrity

• do all borrowings have references
• are there no fictitious sources
• is the data reliable
• is there no plagiarism
• is authorship indicated correctly

Final Scheme for Preparing a Scientific Article

Topic selection ↓ Definition of the scientific problem ↓ Search and analysis of literature ↓ Definition of Research Gap ↓ Goal and research questions ↓ Methodology ↓ Data collection and analysis ↓ Results ↓ Discussion ↓ Scientific novelty and contribution ↓ Conclusion ↓ Formatting of sources ↓ Verification of academic integrity ↓ Journal selection ↓ Editing and submission of the article