A bibliometric analysis of the of cybersecurity policy research

Each numbered entry in the multifaceted terrain of global cybersecurity reveals a separate dimension of the complex difficulties and imperatives that define the digital age. Cybersecurity is more than just a technical issue; it is a complex combination of individual behaviors, corporate initiatives, and government policies. The link between macro-level state security and micro-level user actions magnifies the unique national security issue provided by cybersecurity (Kostyuk & Wayne, 2021). Meanwhile, the pervasive threat of cyber-attacks and the risks connected with wireless communication technologies threaten private companies and government organizations all over the world, emphasizing the critical importance of safeguarding electronic data in our technologically reliant world (Li.Y & Liu, 2021). Cybersecurity as a notion goes beyond the protection of Internet-connected systems; it needs legal frameworks requiring firms to strengthen their systems against a wide range of cyber threats (Srinivas, Das, & Kumar, 2019). However, the recent cyberwars highlight the need for greater readiness, exposing the failure to develop integrated cybersecurity policy (Bruijn & Janssen, 2017). A nation's authority in the twenty-first century is inextricably tied to its technological supremacy, as practically all actions, from personal to official, rely on information technology (Rizal & Yani, 2016). Increased worries about cybersecurity risks induce large investments within enterprises, fueled by the assumption of beneficial returns on these preemptive measures (Li.L et al., 2019). The individual security requirements of companies, as well as the type of information protected, influence the nuanced selection and deployment of cybersecurity policies (Mishra, Alzoubi, Gill, & Anwar, 2022). Recognizing cybersecurity as more than a technological issue, its complexities include psychological, business operations, economic, and human behavioral factors that operate in cyberspace according to different norms (Charlet & King, 2020). In the ever-changing world of cybersecurity, practitioners must constantly change their procedures and policies to handle the ever-changing threat landscape (Shively, 2021). Globally, the revolutionary impact of information and communications technology is driving more countries to establish comprehensive national cybersecurity strategies (Lilli, 2020). However, as the reliance on digital communications grows, there is a worrying increase in chances for malevolent actors to exploit technology for political and economic benefit (Carrapico & Farrand, 2020). While terrorist acts frequently dominate headlines, daily cyberattacks and cybercrimes sometimes go unreported by the public and media, underscoring the widespread and underreported nature of digital dangers (Brandão & Camisão, 2021). Debates about digital surveillance revolve around finding a fine balance between accessing encrypted materials and maintaining civil rights in the context of security (Snider, Shandler, Zandani, & Canetti, 2021). Meanwhile, public officials face substantial obstacles in IoT public policy, ranging from a lack of policy direction to the need for clarity and comprehension of user values connected to cybersecurity (Smith, Dhillon, & Carter, 2021). Effective cybersecurity planning arises as a vital need in this ever-changing landscape, requiring not just strategic insight but also enough resources. Officials are being asked to submit their thoughts on measures that will safeguard communities from the prevalent and rising threats posed by cybersecurity breaches (Hatcher, Meares, & Heslen, 2020). As we go through these interconnected using bibliometrics, a thorough grasp of the complex nature of cybersecurity emerges, paving the way for a deeper investigation of the issues and solutions that define this crucial sector. We navigate the terrain of cyber dangers, legislation, and technological developments in this bibliometric setting, using a scholarly framework to evaluate the evolving cybersecurity discourse. The bibliometric analysis-based contribution to the field of cybersecurity and cyber forensics in general. In terms of the benefits of this effort, first and foremost, the acknowledgment of the most influential scholars, institutions, nations, journals, and their mutual partnerships in this sector is extremely beneficial to the entire scientific research community. Second, the temporal evolution of study subjects, topics, and keywords during the last decade enables researchers to focus their investigations on niche and underexplored regions. This study identifies some key future/emerging themes that will help upcoming researchers in this sector (Sharma, Mittal, Sekhar, Shah, & Renz, 2023). Bibliometric analysis is a commonly used and comprehensive method for analyzing and interpreting large amounts of scientific data. This strategy allows for the unraveling of evolutionary complexities within a single discipline while also providing useful insights into new areas of the field (Donthu, Kumar, Mukherjee, Pandey, & Lim, 2021).The analysis of bibliometrics in academic publishing can provide information on the growth of academic publishing over time and the significance of key words (Sulardja, 2021). Google is a popular information retrieval system that is widely used by users today, owing to its ease of use, comprehensiveness, and reliability in providing results. Google has been operating for 23 years. On September 4, 1998, Google launched an innovative service to meet the growing demand for information in the fields of economics, education, management, social science, research, and finance. Google Scholar, also known as Google Cendekia in Indonesian, is one of the Google services that caters to information needs in the fields of education and research. Google scholar is an educational service that assists users in meeting their information needs through the publication of academic journals and online publications from various disciplines throughout the world (Zakiyyah, Winoto, & Rohanda, 2022). Google Scholar, Google's freely accessible academic bibliographic database, has been offered as a potential alternative or supplement to commercial citation databases such as Web of Knowledge (ISI/Thomson) and Scopus (Elsevier). This study presents a novel methodology for evaluating the database's efficacy for bibliometric analysis, with a specific focus on research evaluation. Instead of employing author or institution names, a webometric study of academic web domains is performed. Google Scholar was used to collect bibliographic entries for 225 top-level web domains (TLDs), 19,240 university domains, and 6,380 research center domains. Notably, over 63.8% of the entries are related with generic names such as.com or.org, indicating that a considerable percentage of Scholar's data is sourced from large commercial or non-profit organizations. When looking at institutions having at least one record, 10,442 universities account for one-third of the other items (10.6% of the total), whereas 3,901 research centers add 7.9% to the entire dataset (Aguillo, 2012). The Vosviewer software for bibliometric analysis has three visualization displays: Network, Overlay, and Density Visualization. The Network view depicts the connections between the visualized concepts, with the thickness of trajectories representing the strength and abundance of interconnections between one term and others. Bold trajectories imply strong and numerous connections, whereas sparsely written ones with little circles suggest weaker interactions. The Overlay display is used to demonstrate the historical progression of research. In bibliometric analysis, darker visuals reflect longer-term research, whereas lighter colors indicate more current research initiatives. For example, bibliometric analysis in the period 2018 to 2021, then in the Overlay visualization section in 2018 will be displayed in the form of a dark network, and will get lighter in subsequent years. This shows that 2021 will display the brightest network. The last visualization, Density, is used to demonstrate the concentration or attention on research groups. This feature of bibliometric analysis visualization aids in identifying locations with uncommon or plentiful research activity. Researchers find this tool especially useful when planning new research projects since it provides insights into the current landscape of research emphasis and density, assisting in the identification of underexplored or heavily investigated regions. In Vosviewer software, datasets that can be read for bibliometric analysis are very diverse, including datasets from Dimensions, Lens, Scopus, Web of Science, and Pubmed. In addition, there are also Endnote, RIS (can be used through the Publish or Perish application), and RefWork dataset formats. In addition, Vosviewer can be accessed in Microsoft Academic, Crossreff, Europe PMC, Semantic Scholar, OCC, COCI, and Wikidata formats (Zakiyyah et al., 2022). So far, no bibliometric analysis of Cybersecurity Policy appears to exist. The purpose of this study is to answer the following this questions. How are articles on Cybersecurity Policy classified? What are the most recent study trends in Cybersecurity Policy analysis? What are the most often published research topics? What are the potential areas for future research for Cybersecurity Policy analysis? This article's preparation begins with a survey of the literature on the subject of Cybersecurity Policy based on past research findings. Part 2 includes a discussion of the research objectives in addition to Part 1. Part 2 will go over the definition of Cybersecurity Policy as well as the most recent review of Cybersecurity Policy concepts. Part 3 describes the approach utilized to conduct the bibliometric study phase, which involved the use of databases from three separate journals. Part 4 shows the results obtained with the help of VOS Viewer. Part 5 includes study concepts, conclusions, and limits the of Cybersecurity Policy Research.

The inquiry used a quantitative technique. By applying the technique of bibliometric analysis, the investigation obtained data taken from the google scholar database. A mechanism of classifying article titles, abstracts, and keywords was used Publish or Perish to search the google scholar database for the term "cybersecurity policy" in order to obtain data. Bibliometric analysis is a useful method for carefully extracting insights from large amounts of unstructured data, allowing for the interpretation and mapping of cumulative scientific knowledge and nuanced advances within established fields. Thorough bibliometric research can lay solid groundwork for expanding a discipline in novel and significant ways. This technique enables scholars to (1) gain a thorough picture, (2) identify knowledge gaps, (3) develop new ideas for research, and (4) strategically place their planned contributions within the subject. The advent of scientific databases such as Scopus and Web of Science has made it easier to collect large amounts of bibliometric data, while software tools such as Gephi, Leximancer, and VOSviewer enable practical study (Donthu et al., 2021). Clusters generated by VOSviewer are automatically colored in the map. Figure 1 depicts the study framework based on the description above. The data articles used in this study are research data from journals indexed by Google Scholar. The reference managers program was used to collect the data. Publish or perish is a research reference manager's application. The type of article we accept is one that has been published in a journal. Every article data indexed by Google Scholar and in the form of journal articles that correspond to the search for the themes needed in this study is saved in a file that is used in utilizing VOSviewer (Nandiyanto & Al Husaeni, 2022). The research sample consists of scholarly papers on scientific learning media published within the last three years (2020-2023) and indexed by Google Scholar. This study's data collecting was finished on November 28, 2023. The research population consists of scientific articles about science learning media that are indexed by Google Scholar in scientific journals, conferences, books, or other forms of publication. Using the Publish or Perish (PoP) program, data is gathered by searching for "Cybersecurity Policy" on the Google Scholar page. The articles are journal articles, the search is limited to the years 2020-2023, and there can be no more than 200 search results. The data was gathered from two distinct journal websites. The next step was to tidy up the references using the Mendeley tool. References are required to ensure that all article metadata, such as author information, keywords, abstracts, and other features, are provided.

To achieve the primary goal of this work, which is to classify Cyberscurity policy articles, VOSviewer software was used to create a map utilizing text data retrieved from the title and abstract fields. The binary counting method identified 1142 terms, which were then reduced to 65 terms by establishing a minimum occurrence threshold of four times. The relevance score was then calculated for each of the 65 terms. The top 60%, or 39 terms, were selected automatically based on their relevancy scores. However, a human verification step is required to exclude extraneous phrases such as "editorial," "sample," and "abstract" from the final list. Figure 1 shows a visual representation of various clusters marked by colors such as blue, purple, yellow, red, light blue, and green. These clusters reveal notable trends, highlighting the prevalence of specific term within each and providing useful information. Table 3 provides access to further information. Figure 2 is an exemplary roadmap based on published research for addressing concerns about societal trends in transdisciplinary cooperative studies within information tourism research. Notably, Cluster 3 appears as a focal point, visually depicting the prevalence of terms like 'cyber security policy,' 'cyber security,' and 'security.' These recurring phrases in Cluster 3 give insight on common themes, implying a focus on investigating opportunities and tackling obstacles in the context of transdisciplinary information tourism research. Keyword density visualizations provide a comprehensive perspective of phrase frequencies within a dataset in the context of Cybersecurity Policy. The terms 'Cyber Security Policy' 'Security Policy,' 'Compliance,' 'Model,' 'Network Security Policy,' and 'National Cybersecurity policy' appear frequently, indicating key emphasis points in the research topic. Notably, phrases such as 'politic,' 'cyberspace,' and 'way' appear less frequently in these keyword clusters, indicating possible research gaps. This insight suggests that more research in these areas is needed, showing the expanding landscape of Cyber Security policy and its potential alignment with global contexts, both present and future. Figure 3 clearly shows the top four contributors inside each different cluster, as indicated by a significant concentration of dots within each cluster boundary. The graphic representation emphasizes the writers' unique relationship with their respective publications, with W. He, L. Li, M, Anwar, and L. Xu each providing four papers in this scenario. When considering the hypothetical scenario of potential undermining, the importance of authorship integrity becomes clear. Table 4 calculations are scheduled to be completed on November 29, 2023, giving additional insights into the distribution and impact of contributions in the dataset. Direct quotations were common in Cybersecurity Policy documentation from 2020 to 2023, with an abundance of citations indicating extensive background research by the authors in the most recent materials. Turning to Table 5, we want to identify the research fields that have made a substantial contribution to the production of academic publications. A bibliometric examination of cybersecurity policy topics reveals considerable trends and scientific activity in this domain. The terms "cyber security policy" and "network security policy" stand out as focus topics in academic literature, demonstrating persistent attention. Their frequent appearance indicates continuous research and sustained interest. Similarly, "cyber security" and "national cybersecurity policy" emerge as key themes, indicating a vigorous scholarly conversation. The phrases that appear less frequently in the context of cybersecurity policy give exciting potential for specialized scholarly research. "National cybersecurity," with its few mentions, inspires scholars to delve into the complexities of securing a country's digital infrastructure. Scholars in international relations, cybersecurity, and political science may look into the particular issues of protecting national cyberspace and the geopolitical ramifications of various approaches. The phrase "Cyberspace" has scholarly potential in the fields of computer science, philosophy, and law. Researchers can delve into cyberspace's conceptual underpinnings, studying the consequences for privacy, governance, and the shifting form of digital conflicts. This interdisciplinary approach could help researchers gain a better grasp of the virtual realm that lies beneath cybersecurity concerns. The term "policy option" provides doors for scholars in public policy, decision sciences, and political science. This research could focus on evaluating and proposing various policy approaches to address cybersecurity concerns. This could include the creation of decision models, comparative policy analysis, and the investigation of the efficacy of various strategic approaches. Scholars can contribute to both fundamental and practical knowledge in their respective domains by investigating these words. Furthermore, interdisciplinary collaboration between law, political science, computer science, and public policy experts may improve the discourse surrounding these less usually stated terminology in the field of cybersecurity policy. Overall, these concepts give academics with niche areas in which to expand our understanding of crucial cybersecurity policy features and create a holistic approach to resolving new concerns.

This study provides an overview of the present state of cybersecurity policy research. It also proposes strategies to improve future research on this area. The findings will be beneficial to scholars and policymakers working in the ever-changing field of cybersecurity policy. Through bibliometric data analysis and cluster identification, major topics such as' Cyber security policy,' ' Network security policy,' and' Cyber security ' emerge, shedding light on both well-explored areas and underdeveloped territory such as ' National cybersecurity ' and ' Cyberspace ' These unknown aspects offer intriguing avenues for future research, harmonizing with current and predicted global situations. The identification of significant writers within clusters emphasizes the importance of author reputation in driving scholarly debates. Notably, the shift in citation patterns from 2020 to 2023 reflects the growth of scholarly methodology, stressing substantial background study over excessive dependence on direct citations. This study delves into the field of cybersecurity policy research utilizing figures and technologies like Mendeley, VOSviewer, and PoP, with a focus on what's in the Google scholar index. In this study, we discovered that the way we talk about things is primarily focused on statistics. However, it is crucial to note that we also utilized our discretion, which may have resulted in errors. To strengthen future studies, we recommend looking at more papers from diverse sources, not only those in Google Scholar. To further compare and evaluate material, we also recommend using other programs such as BibExcel and HistCite. A complete study of the Cybersecurity Policy Research, utilizing bibliometric analysis and mapping approaches, finds important trends and gaps in this burgeoning field of cybersecurity policy. The Cybersecurity policy study lacks depth, making it a potential topic for future research in this increasing digital age, despite the fact that it is critical and affects the state, company, and society.