• Title/Summary/Keyword: analysis of the research trends

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Analysis of Consulting Research Trends Using Topic Modeling (토픽 모델링을 활용한 컨설팅 연구동향 분석)

  • Kim, Min Kwan;Lee, Yong;Han, Chang Hee
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.40 no.4
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    • pp.46-54
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    • 2017
  • 'Consulting', which is the main research topic of the knowledge service industry, is a field of study that is essential for the growth and development of companies and proliferation to specialized fields. However, it is difficult to grasp the current status of international research related to consulting, mainly on which topics are being studied, and what are the latest research topics. The purpose of this study is to analyze the research trends of academic research related to 'consulting' by applying quantitative analysis such as topic modeling and statistic analysis. In this study, we collected statistical data related to consulting in the Scopus DB of Elsevier, which is a representative academic database, and conducted a quantitative analysis on 15,888 documents. We scientifically analyzed the research trends related to consulting based on the bibliographic data of academic research published all over the world. Specifically, the trends of the number of articles published in the major countries including Korea, the author key word trend, and the research topic trend were compared by country and year. This study is significant in that it presents the result of quantitative analysis based on bibliographic data in the academic DB in order to scientifically analyze the trend of academic research related to consulting. Especially, it is meaningful that the traditional frequency-based quantitative bibliographic analysis method and the text mining (topic modeling) technique are used together and analyzed. The results of this study can be used as a tool to guide the direction of research in consulting field. It is expected that it will help to predict the promising field, changes and trends of consulting industry related research through the trend analysis.

Analysis of University Unification Education Research Trends Using Text Network Analysis and Topic Modeling

  • Do-Young LEE
    • Journal of Wellbeing Management and Applied Psychology
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    • v.6 no.4
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    • pp.27-31
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    • 2023
  • Purpose: This study analyzed papers identified by entering the two keywords 'unification education' and 'university' during research from 2013 to 2022 in order to identify trends and key concepts in unification education research at domestic universities. Research design, data, and methodology: The study analyzed 224 papers, excluding those on primary, middle, and high school unification education, as well as unrelated and duplicate papers. The analysis included developing a co-occurrence network of keywords, utilizing topic modeling to categorize research types, and confirming visualizations such as word clouds and sociograms. Results: In the final analysis, the research identified 1,500 keywords, with notable ones like 'Korea,' 'education,' 'unification.' Centrality analysis, measuring influence through connected keywords, revealed that 'Korea,' 'education,' 'north,' and 'unification' held significant positions. Keywords with high centrality compared to their frequency included 'learning,' 'development,' 'training,' 'peace,' and 'language,' in that order. Conclusions: This study investigated trends and structures in university-level unification education by analyzing papers identified with the keywords 'unification education' and 'university.' The use of keyword network analysis aimed to elucidate patterns and structures in university-level unification education. The significance of the study lies in offering foundational data for future research directions in the field of unification education at universities.

Analysis of Academic Research Trends Pertaining to Globalization of Korean Food (한식의 세계화 관련 학술적 연구 동향 분석)

  • Min, Kye-Hong
    • Korean journal of food and cookery science
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    • v.25 no.5
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    • pp.606-618
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    • 2009
  • The purpose of this study was to analyze research trends in scholarly journals that were related to the globalization of Korean food and to provide information on the future of these trends such as various creative subject selection and research methods. 70 papers pertaining to Korean food research, such as academic journals expected to be registered, and national-scale academic papers, were selected. This research was conducted from April 6 to April 22. 2009. The results of this study were as the follows: First, most of the papers, 20(28.6%), were published in the journal of Korean journal of food culture. In addition, most articles had a single author, 24(34.3%). In regard to the profession of the auther, university professor was the most frequent profession, 127 persons(68.3%). In terms of the research subjects, preference was the most dominant preference(19.2%). Investigatory research was the most frequent research method, 58 papers(82.9%). Furthermore, foreigners and natives were the most dominant research objects, 21 papers(30.0%). As for the analysis methods, frequency analysis, one-way ANOVA, T-test, reliability analysis, and factor analysis were used the most in that order. Future studies should includ papers for master's degrees and doctorial degrees.

A Comparative Analysis on Research Trends of Secondary Mathematics Education between Korea and Overseas (국내외 수학교육 연구 동향 비교 분석)

  • Park, Seon-Yeong;Kim, Won-Kyung
    • The Mathematical Education
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    • v.50 no.3
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    • pp.285-308
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    • 2011
  • The objective of this study is to review how researches on mathematics education are being conducted currently in Korea and overseas and to examine the current state of domestic researches on mathematics education from a broader view. Although many efforts have been made to understand trends in researches on mathematics education, there have been few in depth studies on research trends in overseas or for comparison between domestic and overseas trends. Thus, this study classified and analyzed 181 domestic articles between 2005 and 2009 in the journals and and 201 overseas articles in the journals and according to year, research area, research contents, school level, research method, and key words using the PME classification system with some modification. Through these analysis, we examined research trends on secondary mathematics education in Korea and overseas. The research findings are as follows. First, 'teaching learning process' was a spotlight area both at home and overseas, and 'realistic mathematics' and 'social cultural subjects' were not covered much either at home or overseas. 'Mathematical communication' occupied a very small portion in Korea but was a highly interesting area in overseas research. Second, research contents of interest were different between Korea and overseas. Research on general area was the mainstream. But geometry and statistics were mainly studied in Korea and algebra and analysis in overseas. Third, research related to middle school was twice more than that related to high school in Korea, But, research related to middle school was the same as high school in overseas. Fourth, qualitative research was the absolute majority both at home and overseas, and philosophical didactical analysis was used only in Korea. Fifth, the order of key words were problem solving - teacher - curriculum - creativity - textbook in Korea, but teacher - teaching - semiotic - affective factor - proo f- problem solving - technology in overseas.

Evaluation of long-term water quality management policy effect using nonparametric statistical methods

  • Jung, Kang Young;Ahn, Jung Min;Cho, Sohyun;Lee, Yeong Jae;Han, Kun Yeun;Shin, Dongseok;Kim, Kyunghyun
    • Membrane and Water Treatment
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    • v.10 no.5
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    • pp.339-352
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    • 2019
  • Long term water quality change was analyzed to evaluate the effect of the Total Maximum Daily Load (TMDL) policy. A trend analysis was performed for biochemical oxygen demand (BOD) and total phosphorus (TP) concentrations data monitored at the outlets of the total 41 TMDL unit watersheds of the Nakdong River in the Republic of Korea. Because water quality data do not usually follow a normal distribution, a nonparametric statistical trend analysis method was used. The monthly mean values of BOD and TP for the period between 2004 and 2015 were analyzed by the seasonal Mann-Kendall test and the locally weighted scatterplot smoother (LOWESS). The TMDL policy effect on the water quality change of each unit watershed was analyzed together with the results of the trend analysis. From the seasonal Mann-Kendall test results, it was found that for BOD, 7.8 % of the 41 points showed downward trends, 26.8 % and the rest 65.9% showed upward and no trends. For TP, 51.2% showed no trends and the rest 48.8% showed downward trends. From the LOWESS analysis results, TP began to decrease in most of the unit watersheds from mid-2010s when intensive chemical treatment processes were introduced to existing wastewater treatment plants. Overall, for BOD, relatively more points were improved in the main stream compared to the points of the tributaries although overall trends were mostly no trend or upward. For TP, about half of the points were improved and the rest showed no trends.

An Analysis of Trends in Children's Free-choice Activities in Academic Journals (자유선택활동 관련 학술지 연구의 동향분석)

  • Kim, GeunHye
    • Korean Journal of Childcare and Education
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    • v.14 no.5
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    • pp.85-99
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    • 2018
  • Objective: This purpose of this study was to analyze articles and research trends in children's free-choice activities in major domestic journals published from 1998 to 2017. Methods: Registered research papers in academic journals from 1998 to 2017 for the National Research Foundation of Korea were analyzed in terms of trends in their annual submission numbers, research subject, research type, research area. and research theme. Results: The quantity of the studies has more than doubled since 2010 but has decreased in recent years. Studies about free-choice activities for young children held the majority of research subjects while physical subjects such as literature, class, and education plans were in the minority. Furthermore, qualitative research, fusion qualitative, and survey were the most common research types while literature review studies were less common. Most research themes were studies about contemplation, actual conditions and perception, factor analysis, and programs of free-choice activities for young children. Conclusion/Implications: Considering the results of this study, further studies on free-choice activities for young children must be conducted.

An Analytical Study on Research Trends of Library and Information Science in Korea : 1996한국문헌정보학분야의 연구동향 분석: 1996${\sim}$2000 (한국문헌정보학분야의 연구동향 분석: 1996${\sim}$2000)

  • Chung, Jin-Sik
    • Journal of the Korean Society for Library and Information Science
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    • v.35 no.3
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    • pp.55-78
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    • 2001
  • This study examines research themes, the relationship with other disciplines of Library and Information Science in other to analyze general research trends in the field of Library and Information Science. The Methods used for the study is subject analysis of the general articles and citation analysis by correspondence analysis of SPSS. This study was done to apprehend the general research trends of Library and Information Science in result, most researchers have studied on library related information science. in the future research trends is forecasting to computer-related study.

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An Analysis of Research Trends in Korean Journals on the Role of Fathers with Young Children: Research Papers from 2000 to Present (유아기 자녀를 둔 아버지의 역할에 관한 국내학술지 연구동향 분석: 2000년이후 발표된 학술지를 중심으로)

  • Yoon, Hye-Jin;Hur, Young-Rim
    • The Korean Journal of Community Living Science
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    • v.25 no.4
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    • pp.449-460
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    • 2014
  • This study examines research trends in Korean journal articles covering the role of fathers with young children. For this study, 45 research papers published from 2000 to present were analyzed according to research periods, research topics, research types, data collection methods, and data analysis methods. First, the largest number of papers was written since 2010. Second, the largest number of papers in terms of research topics focused on the father's child-rearing involvement and behavior. Third the most frequently used research type was the quantitative study. Fourth, the most frequently used data collection method was the questionnaire method. Fifth, the most frequently used data analysis method was the frequency and mean method. Future research should consider broader age groups of father and children by using various types of data collection and analysis methods. In addition, it should be useful to scrutinize general research trends in Korean journal articles highlighting the importance of roles of fathers with young children in a rapidly changing society.

A Study on the Research Trends to Flipped Learning through Keyword Network Analysis (플립러닝 연구 동향에 대한 키워드 네트워크 분석 연구)

  • HEO, Gyun
    • Journal of Fisheries and Marine Sciences Education
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    • v.28 no.3
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    • pp.872-880
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    • 2016
  • The purpose of this study is to find the research trends relating to flipped learning through keyword network analysis. For investigating this topic, final 100 papers (removed due to overlap in all 205 papers) were selected as subjects from the result of research databases such as RISS, DBPIA, and KISS. After keyword extraction, coding, and data cleaning, we made a 2-mode network with final 202 keywords. In order to find out the research trends, frequency analysis, social network structural property analysis based on co-keyword network modeling, and social network centrality analysis were used. Followings were the results of the research: (a) Achievement, writing, blended learning, teaching and learning model, learner centered education, cooperative leaning, and learning motivation, and self-regulated learning were found to be the most common keywords except flipped learning. (b) Density was .088, and geodesic distance was 3.150 based on keyword network type 2. (c) Teaching and learning model, blended learning, and satisfaction were centrally located and closed related to other keywords. Satisfaction, teaching and learning model blended learning, motivation, writing, communication, and achievement were playing an intermediary role among other keywords.

Analysis of Research Trends Related to Early Childhood Teacher Education in Korea: Focusing on Domestic Journals From 2013 to 2023 (유아교사 대상 교사교육 실행 연구 동향: 2013~2023년 국내 학술지 중심으로)

  • Munkyung Choi;Soyi Kim;Younwoo Lee
    • Korean Journal of Childcare and Education
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    • v.20 no.2
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    • pp.39-57
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    • 2024
  • Objective: This study was conducted to identify trends in teacher education research for early childhood teachers in Korea from 2013 to 2023, aiming to provide practical data for early childhood teacher education research. Methods: For this purpose, 62 articles published in Korean journals were analyzed according to the specified criteria. Through the analysis, we closely examined research trends, educational practices, and trends in educational program development. Results: First, both quantitative and qualitative research have been conducted steadily since 2015. The majority of participants were childcare center teachers, and numerous studies focused on program development. Second, among the trends in teacher education practices, many studies aimed to improve teaching skills. Third, concerning the trend of teacher education program development research, various research methods were utilized, with quantitative research being conducted in 2015, 2020, and 2022. Particular, regarding independent and dependent variables, numerous studies focused on enhancing teaching effectiveness and educational knowledge. Conclusion/Implications: Based on the results, we offer implications for the education policy field and related organizations, along with recommendations for enhancing the guidance and support of early childhood teacher education in program development and implementation.