CiteSpace-based global science, technology, engineering, and mathematics education knowledge mapping analysis

Yang, Duo; Wu, Xiaopeng; Liu, Jiali; Zhou, Jincheng

doi:10.3389/fpsyg.2022.1094959

Cited by 11 publications

(9 citation statements)

References 76 publications

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“…Significantly, the application of LCM within STEM (Science, Technology, Engineering, and Mathematics) education emerges as a prevalent theme [ 35 ]. The K-12 science curriculum actively encourages educators to adopt STEM-oriented science teaching methods [ 64 ].…”

Section: Resultsmentioning

confidence: 99%

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Research hotspots and development trends of international learning cycle model:Bibliometric analysis based on CiteSpace

Jian,

Jin,

2023

Heliyon

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Section: Resultsmentioning

confidence: 99%

“…WOSCC is recognized by scholars as an excellent database for bibliometrocs. Many academics regard WoSCC as a high-quality digital literary resource database, and it is regarded as the best database for bibliometric analysis [ 35 ].…”

Section: Methodsmentioning

confidence: 99%

Research hotspots and development trends of international learning cycle model:Bibliometric analysis based on CiteSpace

Jian,

Jin,

2023

Heliyon

Self Cite

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“…Moreover, it produces a knowledge map of related domains, affording an extensive outlook on a specific field of expertise, and applies diverse dynamic network analysis methods to recognize crucial studies, leading-edge research, evolving developments, and frontiers within a particular scientific field. [15][16][17][18] In this investigation, CiteSpace was the tool of choice for conducting co-citation studies. 22 In this study, the software was implemented to promote assessment of authors' H-index and publications evolution over time.…”

Section: Discussionmentioning

confidence: 99%

“…CiteSpace is a bibliometric tool that enables the exploration and visualization of prevailing trends and patterns within a given research sphere. Moreover, it produces a knowledge map of related domains, affording an extensive outlook on a specific field of expertise, and applies diverse dynamic network analysis methods to recognize crucial studies, leading‐edge research, evolving developments, and frontiers within a particular scientific field 15–18 . In this investigation, CiteSpace was the tool of choice for conducting co‐citation studies.…”

Section: Methodsmentioning

confidence: 99%

Global research trends in cutaneous neurofibromas: A bibliometric analysis from 2003 to 2022

Wang,

Fu,

Zhou

et al. 2024

Skin Research and Technology

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BackgroundNeurofibromatosis type 1 (NF1) is a common inherited disorder characterized by cutaneous neurofibromas and other features. It is still a challenge in managing inoperable patients and the complex nature of the disease. Bibliometric analyses for cutaneous neurofibromas (cNF) could offer insights into impactful research and collaborations, guiding future efforts to improve patient care and outcomes.MethodsWe conducted a comprehensive literature search of the Web of Science Core Collection database for the period 2003‐2022. Data processing and analysis were performed using bibliometric tools including VOSviewer, CiteSpace, and “Bibliometrix” package. Our analysis assessed the publication or collaboration of countries, institutions, authors, and journals, as well as the co‐citation and burst of references and keywords.ResultsThe analysis included 927 articles from 465 journals and 1402 institutions in 67 countries. Research on cNF has been increasing in recent years. The United States leads the field. Pierre Wolkenstein was the top author, while The University of Hamburg was the most productive institution. The American Journal of Medical Genetics Part A published the most articles in cNF. Co‐citation analysis revealed major research topics and trends over time, showing growing interest in evaluating quality of life and genotype‐phenotype correlation for cNF patients. Emerging topical MEK inhibitors show potential as a promising therapy.ConclusionIn conclusion, our bibliometric analysis of cNF research over the past two decades highlights the growing interest in this complex genetic disorder. Leading countries, authors, institutions, and journals have played significant roles in shaping the field. Notably, recent trends emphasize the importance of evaluating quality of life and genotype‐phenotype correlations in cNF patients. Furthermore, the emergence of promising topical therapy marks an exciting development in the quest to improve patient care and outcomes for those affected by cNF, paving the way for future research and collaboration.

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“…The Web of Science Core Collection Database (WoSCC) is recognized by scholars as a high-quality bibliographic database. It is the best database for bibliometric analysis [25]. In order to present more comprehensive results of econometric analysis, taking into account the quality of the literature and other factors, this paper took the abstract-type database WoS Core Collection Database as the data source.…”

Section: Use Of Scientometric Analysis Softwarementioning

confidence: 99%

Research Hotspots, Research Frontiers, and Management Significance: A Bibliometric Analysis and Review of Global Food Waste of Students Research Based on CiteSpace

Zhang,

Jian

2024

Sustainability

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Reducing food waste in the student population is important for promoting sustainable economic, social, and ecological development. In this paper, with the help of CiteSpace software (versions 6.1.R6 and 6.2.R4), we visually analyze the literature related to the food waste of students in the WoS core collection database. It is found that (1) scholars are paying increasing attention to the field of student food waste research, with the United States being the country with the largest total amount of research in this field, the greatest academic influence, and the most frequent cooperation with other countries. (2) Research in this field can be broadly divided into three phases: the starting period (2000–2010), the exploration period (2011–2015), and the development period (2016–2023). The research on student food waste involves multiple fields of knowledge, such as statistics, behavior, psychology, management, nutrition, etc. It is divided into three research hotspots, namely student food waste quantity measurement, student food waste influencing factors, and student food waste behavioral interventions, as well as three cutting-edge themes, namely student food waste in developing countries, student food waste and dietary intake and nutritional health, and student food waste from the perspective of behavioral science. (3) Scholars from different countries/regions have different research focuses. Research in the United States focuses on the development of student food waste interventions and the investigation of students’ and teachers’ knowledge, attitudes, and barriers to intervention in student populations; European scholars focus on researching this area from a behavioral perspective; developing countries in Asia focus on quantifying the level of food waste among college students and exploring the impact of demographic factors on student food waste; and developed countries in Asia focus on surveys of teachers, dietitians, and other parties to explore the impact of food education on food waste and propose food education interventions based on the recommendations of various parties. Based on the above findings, future research directions are proposed to provide references for subsequent research on food waste among students.

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CiteSpace-based global science, technology, engineering, and mathematics education knowledge mapping analysis

Cited by 11 publications

References 76 publications

Research hotspots and development trends of international learning cycle model:Bibliometric analysis based on CiteSpace

Research hotspots and development trends of international learning cycle model:Bibliometric analysis based on CiteSpace

Global research trends in cutaneous neurofibromas: A bibliometric analysis from 2003 to 2022

Research Hotspots, Research Frontiers, and Management Significance: A Bibliometric Analysis and Review of Global Food Waste of Students Research Based on CiteSpace

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