• Title/Summary/Keyword: Analysis of papers

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Research Trends Analysis on ESG Using Unsupervised Learning

  • Woo-Ryeong YANG;Hoe-Chang YANG
    • 융합경영연구
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    • 제11권3호
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    • pp.47-66
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    • 2023
  • Purpose: The purpose of this study is to identify research trends related to ESG by domestic and overseas researchers so far, and to present research directions and clues for the possibility of applying ESG to Korean companies in the future and ESG practice through comparison of derived topics. Research design, data and methodology: In this study, as of October 20, 2022, after searching for the keyword 'ESG' in 'scienceON', 341 domestic papers with English abstracts and 1,173 overseas papers were extracted. For analysis, word frequency analysis, word co-occurrence frequency analysis, BERTopic, LDA, and OLS regression analysis were performed to confirm trends for each topic using Python 3.7. Results: As a result of word frequency analysis, It was found that words such as management, company, performance, and value were commonly used in both domestic and overseas papers. In domestic papers, words such as activity and responsibility, and in overseas papers, words such as sustainability, impact, and development were included in the top 20 words. As a result of analyzing the co-occurrence frequency of words, it was confirmed that domestic papers were related mainly to words such as company, management, and activity, and overseas papers were related to words such as investment, sustainability, and performance. As a result of topic modeling, 3 topics such as named ESG from the corporate perspective were derived for domestic papers, and a total of 7 topics such as named sustainable investment for overseas papers were derived. As a result of the annual trend analysis, each topic did not show a relatively increasing or decreasing tendency, confirming that all topics were neutral. Conclusions: The results of this study confirmed that although it is desirable that domestic papers have recently started research on consumers, the subject diversity is lower than that of overseas papers. Therefore, it is suggested that future research needs to approach various topics such as forecasting future risks related to ESG and corporate evaluation methods.

대한간호학회지 논문 심사결과 분석 - 2003년 투고 논문을 중심으로 - (Analysis of Review Contents of the Submitted Papers in Journal of Korean Academy of Nursing - Focus: The Submitted Papers in 2003)

  • 조경숙;현명선;조동숙
    • 대한간호학회지
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    • 제36권1호
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    • pp.197-205
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    • 2006
  • Purpose: The objective of the study is to analyze the review contents of reviewers for the submitted papers in the Journal of Korean Academy of Nursing in 2003. Method: The review contents of the 165 papers were selected 217 papers that were submitted in 2003. Among those 165 papers, the 21 papers belonged to the 'Do not publish' list and 17 papers, 'Revise manuscript and resubmit', list and the 94 papers, 'Publish if revisions are made' list. There are more than two level differences among the four levels of decision in acceptance of publication in 33 papers. Results: The analysis of the review contents for the papers were suggested according to review categories: introduction, method, results, discussion and conclusion. In addition, if papers had more than two levels of review they were rated poor accord or inconsistent. Conclusion: For the quality of the academic journal and development of the nursing science, it is important to disseminate and publish the research paper. Therefore, review of the submitted paper is also important. Implications for the profitable review were suggested in the study.

동의신경정신과학회지에 발표된 임상연구논문들의 통계방법 기술 및 적용 현황 (Present Status of Description and Application of Statistics in Clinical study papers in the Journal of Oriental Neuropsychiatry.)

  • 조성훈;황의완;이태림
    • 동의신경정신과학회지
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    • 제18권3호
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    • pp.15-21
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    • 2007
  • This study was done to review problems in terms of statistical description and statistical application and analysis. Methods; The authors reviewed 42 statistical clinical study papers excluding 12 Overview papers, 75 Descriptive papers, 48 Animal studies out of 177 papers in the Journal of Oriental Neuropsychiatry in the 5 years from 2002 to 2006. Results : 1) 3 papers(7.1%) had no description of statistical method, only P-values, 25 papaers(59.5%) had tables without description of statistical method, 1 paper (2.3%) had no description of statistical method in study method. 2) 10 papers(23.8%) contained problems in terms of statistical application and analysis. 6papers (6/23, 26.0%) for Student t-test, 2 papers(2/7 28.6%)for $X^2$- test, 1 paper(1/15 6.7%) for the analysis of variance, 1 paper(1/6 16.7%) for Pearson correlation contained statistical problems. Conclusion : It was suggested that consultation of investigators with statisticians and more extensive statistical refereeing, the form of the guidelines for description and application of statistics are needed.

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IR 및 NIR 스펙트럼과 주성분 분석을 통한 지종의 분류 (Classification of papers using IR and NIR spectra and principal component analysis)

  • 김강재;엄태진
    • 펄프종이기술
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    • 제48권1호
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    • pp.34-42
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    • 2016
  • In this study, we classified three copying papers and Korean, Chinese, and Japanese traditional papers using IR and/or NIR spectra and principal component analysis. Various chemicals are used when producing fine papers. In this case, the IR method to analyze functional groups is suitable for the classification of paper. On the other hand, NIR analysis is more suitable for the classification of traditional papers, as it uses nearly raw materials (pulp). Therefore, principal component analysis using IR and NIR depending on the paper production process will be the classification tool of paper.

대한침구학회지에 게재된 약침관련논문의 유형 분석 (Type Analysis of Pharmacopuncture Papers Published in the Journal of Korean Acupuncture and Moxibustion)

  • 백승일;안중철;김영진;김형석;권기록
    • Journal of Acupuncture Research
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    • 제23권6호
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    • pp.19-27
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    • 2006
  • Objectives : Type analysis is done on pharmacopuncture related papers published in the Journal of Korean Acupuncture and Moxibustion from the inaugural issue to August 2006 issue. Methods : Journal search engine KSI ISS and KSI KISS were mainly used and additional sources were complemented by the index issue and English journals. Results : 1. The number of journals associated with pharmacopuncture is 438 papers. 2. For type analysis of the type of studies, experiment papers outnumbered other types with 355 cases, followed by 70 for clinical trials, and 14 for literary studies. 3. For type analysis of the pharmacopuncture extracts, bee venom related papers were most numerous with 101 cases. And nextis 52 experiment papers and 41 clinical trials. 4. Type analysis on the type of illnesses listed in experiment papers, 81 for anti-cancer ${\cdot}$ immune disorders ${\cdot}$ anti-oxidation, 61 papers concentrated on arthritis, etc. Conclusion : Since 1984 to August 2006 issue ranging 22 years, type analysis revealed that the number of journals pertaining to pharmacopuncture has risen steadily over the years and nearly half of papers published recently are dealing with pharmacopuncture. Pharmacopuncture is a treatment method based on the unique theory of Korean traditional medicine. And effort and academical approach on pharmacopuncture are expected to receive positive evaluation.

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수의학회지 논문에 적용된 통계기법의 타당성 평가 (An assessment of statistical errors in articles in the Korean journal of veterinary research)

  • 박선일
    • 대한수의학회지
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    • 제39권6호
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    • pp.1187-1196
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    • 1999
  • The purpose of this study is to assess the suitability of the statistical techniques employed in papers published in the Korean Journal of Veterinary Research from March 1997 to March 1999 and it is hoped that the critical assessment may be of help to other researchers preparing their works for publication. Of the 246 original papers 94 were included in the analysis. Of 62 papers with the measure of central location and dispersion of data 34 (54.8%) used them correctly : 9 (39.1%) of 23 for t-test ; 1 (33.3%) of 3 for correlation analysis ; 7 (43.8%) of 16 for analysis of variance (ANOVA) ; 5 (62.5%) of 8 for chi-square test ; 44 (71%) of 62 for description of p-value. A number of papers employed ANOVA did not perform subsequent analysis of multiple comparison. Compared to the results of others, relatively higher proportion of papers in the present study was evaluated as appropriate analysis. The reason is that papers described insufficiently on the study design were not included, and evaluation items were restricted to the cases violated seriously inherent assumptions for each statistical technique. Statistical misuse or abuse appeared in the study is due to lack of knowledge on statistics and short of its importance for improvement the quality of paper. Because an inappropriate analysis can lead the readers to misunderstand on findings, observed statistical analyses must be valid, and correctly undertaken. It is suggested that more intensive statistical refereeing are needed, and the communication should be allowed for the controversial points.

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부모.자녀건강학회지 논문분석 (창간호-2009) (Analysis of Research Papers Published in the Korean Parent-Child Health Journal (1998-2009))

  • 박혜숙;오진아
    • 부모자녀건강학회지
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    • 제14권1호
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    • pp.1-8
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    • 2011
  • Purpose: This study was aimed to classify the major subjects and theme and to analyze the data collection and analysis method in research papers published in the Korean Parent-Child Health Journal of the Academic Society of Parent-Child Health since 1998. Methods: A total 152 studies published from the first edition to volume 12, number 2 were reviewed using structured analysis criteria developed by researchers; research type, research design, research subjects, research theme, data collection and analysis method. Research theme was founded 4 nursing domains. Data collection and analysis method of papers were limited to quantitative and qualitative researches. Results: One hundred papers conducted quantitative research; 79.0% used survey design. Most of the data collection and analysis method in quantitative research were self-reported questionnaire (69.4%) and parametric statistics respectively. The research subjects of sixty three papers were parent with well or child. The common domain studies was human related concepts such as raring. Conclusion: The findings of this study suggest that published studies have been improved and diversified, however, detailed and clear evaluation tool that assess study process and method should be developed as a way to further improve the quality of published papers in the Korean Parent-Child Health Journal.

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외식.조리 관련 연구의 동향 분석 (A Study on Trend Analysis in Hospitality - related Study)

  • 나태균;이선호;박인수
    • 한국조리학회지
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    • 제10권3호
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    • pp.155-170
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    • 2004
  • In a study, the selection of a relevant methodology cannot be determined without an effort First of all, the philosophical view or understanding of the nature of a study area will be agreed, based on which a series of judgment will be performed on a process identifying a foundation or a validity of a knowledge. The findings are as follows. First, it analyzed the trend of food serviceㆍculinary art-related studies by subject and examined its awareness. The most studies are related to trend analysisㆍfood service, 104 papers, following by financial and strategic fulfillment, 76 papers. Service quality and customer-related studies are 38, individual and organization-related studies are 31 papers, education training 18 papers, while legal review are only 2 papers. Second, for trend analysis and awareness on study methodology, research study is at the first, 39%, following by literature study, 38.7%. Most studies are performed research and literature studies together.

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

  • 민계홍
    • 한국식품조리과학회지
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    • 제25권5호
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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.

"한국조리학회지" 수록논문의 연구동향 분석 (A Study on Research Trends of "The Korean Journal of Culinary Research")

  • 강명수
    • 한국조리학회지
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    • 제20권1호
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    • pp.76-88
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    • 2014
  • 이 연구는 The Korean Journal of Culinary Research의 창간호인 1995년부터 2012년까지 18년간 수록된 1,054편에 수록된 논문의 내용을 중심으로 분석함으로써 학회지의 특성은 물론, 향후 외식조리 분야의 연구를 위한 기초자료를 제공하는데 있다. 주된 연구방법은 내용분석 방법이며, 특히 논문의 연도별 주제 분석, 연구주제별, 연구에 사용된 재료별, 연구대상별로 흐름을 분석하는데 중점을 두었다. 수록된 논문은 연평균 58.6편으로 나타났으며, 최근 5년간의 논문이 511편으로 거의 50%에 달하고 있어 수록논문이 급증하고 있다. 또한 연구주제 영역은 외식, 조리, 식품, 기타의 4개 영역으로 구분한 다음, 수록논문의 주제 분석을 통해 다시 19개 주제, 65개 항목으로 세분하였으며, 주제영역별 현황은 외식영역 595편(56.4%), 조리영역 250편(23.7%), 식품영역 105편(10.0%), 기타 영역 104편(9.9%)으로 나타났다. 연구에 사용된 재료나 종류별 분석에서는 제과 제빵에 관한 연구가 67편(23.3%)으로 가장 많고, 소스 드레싱 38편(13.2%), 채소 과일 36편(12.5%), 발효식품 35편(12.5)으로 나타났다. 첨가재료별 분석에서는 각종 버섯, 김치, 홍삼, 석류 등이 비교적 많이 사용되었다. 연구대상이나 기관, 업체별 분석에서는 호텔 관광호텔 특급호텔 관련 연구가 140편(38.2%)으로 가장 많고, 식당 레스토랑이 106편(29.0%), 외식업체 외식프랜차이즈 43편(11.8%)으로 나타났다. 분석결과를 살펴보면 "The Korean Journal of Culinary Research"의 수록 논문이 현재 학회지명칭과 연관성이 높다고 할 수 있는 조리영역과 식품영역은 합산해도 33.7%에 불과하며, 외식영역이 56.4%이다. 따라서 이를 고려하면, "The Korean Journal of Foodservice & Culinary Research"라고 수정하는 것이 수록되는 논문의 특성과 학회지의 명칭에 좀 더 부합한다고 할 수 있다.