[논문]토픽모델링을 활용한 신규간호사 관련 국내 연구동향 분석

박승미; 이정림

doi:10.5977/jkasne.2021.27.3.240

토픽모델링을 활용한 신규간호사 관련 국내 연구동향 분석
Research trend analysis of Korean new graduate nurses using topic modeling 원문보기

한국간호교육학회지 = The Journal of Korean Academic Society of Nursing Education, v.27 no.3, 2021년, pp.240 - 250

박승미 (충북대학교 간호학과) , 이정림 (대전대학교 간호학과)

Abstract ▼ AI-Helper

Purpose: The aim of this study is to analyze the research trends of articles on just graduated Korean nurses during the past 10 years for exploring strategies for clinical adaptation. Methods: The topics of new graduate nurses were extracted from 110 articles that have been published in Korean journals between January 2010 and July 2020. Abstracts were retrieved from 4 databases (DBpia, RISS, KISS and Google scholar). Keywords were extracted from the abstracts and cleaned using semantic morphemes. Network analysis and topic modeling were performed using the NetMiner program. Results: The core keywords included 'education', 'training', 'program', 'skill', 'care', 'performance', and 'satisfaction'. In recent articles on new graduate nurses, three major topics were extracted by Latent Dirichlet Allocation (LDA) techniques: 'turnover', 'adaptation', 'education'. Conclusion: Previous articles focused on exploring the factors related to the adaptation and turnover intentions of new graduate nurses. It is necessary to conduct further research focused on various interventions at the individual, task, and organizational levels to improve the retention of new graduate nurses.

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참고문헌 (30)

World Health Organization. State of the world's nursing report 2020. Geneva: World Health Organization; 2020 April. ISBN: 978-92-4-000327-9.
Korea Disease Control and Prevention Agency. Coronavirus disease-19 [Internet]. Osong: Korea Disease Control and Prevention Agency; 2020 [cited 2021 January 12]. Available from: http://ncov.mohw.go.kr/
Griffiths P, Maruotti A, Saucedo AR, Redfern OC, Ball JE, Briggs J, et al. Nurse staffing, nursing assistants and hospital mortality: retrospective longitudinal cohort study. BMJ Quality & Safety. 2019;28(8):609-617. https://doi.org/10.1136/bmjqs2018-008043

상세보기
Hong KJ, Cho SH. Comparison of nursing workforce supply and employment in South Korean and other OECD countries. Perspective in Nursing Science. 2019;14(2):55-63. https://doi.org/10.16952/pns.2017.14.2.55

원문보기 상세보기
Korean Hospital Nurses Association. Hospital nursing workforce placement survey [Internet]. Seoul: Korean Hospital Nurses Association; 2020 [cited 2021 June 29]. Available from: https://khna.or.kr/home/pds/utilities.php?bo_tableboard1&wr_id8086
Lee HS, Kim SJ, Park SY. Newly nurses' experience in their first year of practice. Journal of Qualitative Research. 2017;18(2):131-144. https://doi.org/10.22284/qr.2017.18.2.131

상세보기
Sin KM, Kwon JO, Kim EY. Factors associated with new graduate nurses' reality shock. Journal of Korean Academy of Nursing Administration. 2014;20(3):292-301. https://doi.org/10.11111/jkana.2014.20.3.292

원문보기 상세보기
Kim EG, Jung MS, Kim SK, You SJ. Factors affecting new graduate nurses' intention on retention in hospitals: focused on nursing organization culture, empowering leadership and organizational socialization. Journal of Korean Academy of Nursing Administration. 2020;26(1):31-41. https://doi.org/10.11111/jkana.2020.26.1.31

상세보기
Park J, Sin N. A convergence study on the relationships among job stress, resilience and turnover intention of new nurses in general hospital. Journal of the Korea Convergence Society. 2019;10(4):277-284. https://doi.org/10.15207/JKCS.2019.10.4.277

원문보기 상세보기
Park HS, Ha JH. Adaptation experience of sleep in new nurses. Journal of Korean Academy of Fundamental Nursing. 2016;23(1):21-31. https://doi.org/10.7739/jkafn.2016.23.1.21

원문보기 상세보기
Park H. Effects of simulation practice education on the clinical competence, critical thinking disposition and self-confidence of nursing process in new graduated nurses. Journal of Korea Society for Simulation in Nursing. 2018;6(1):45-56. https://doi.org/10.17333/JKSSN.2018.6.1.45

상세보기
Ryu EJ, Jeon MY. Development and evaluation of the effect of a happiness self-coaching program for new graduate nurses working in cancer care unit. Journal of Korean Clinical Nursing Research. 2019;25(2):161-169. https://doi.org/10.22650/JKCNR.2019.25.2.161

원문보기 상세보기
Kim MJ, Shin S, Lee I. Education program for newly graduated nurses in hospitals: a scoping review. Korean Journal of Adult Nursing. 2020;32(5):440-454. https://doi.org/10.7475/kjan.2020.32.5.440

상세보기
Baek YM. Text-mining using R. Paju: Hanulplus; 2017. p. 171-178.
Lee JL, Kim YJ, Kwak EJ, Park S. A study on research trends for gestational diabetes mellitus and breastfeeding: focusing on text network analysis and topic modeling. The Journal of Korean Academic Society of Nursing Education. 2021;27(2):175-185. https://doi.org/10.5977/jkasne.2021.27.2.175

원문보기 상세보기
Lee SJ, Kim H. Keyword extraction from news corpus using modified TF-IDF. The Journal of Society for e-Business Studies. 2009;14(4):59-73.
Lee JH. Semantic network analysis of 2019 Gangwon-do wild fire news reporting: focusing on media agenda analysis. The Journal of the Korea Contents Association. 2019;19(11):153-167. https://doi.org/10.5392/JKCA.2019.19.11.153

원문보기 상세보기
Liu G, Hu J, Wang H. A co-word analysis of digital library field in China. Scientometrics. 2012;91(1):203-217. https://doi.org/10.1007/s11192-011-0586-4

상세보기
Greene D, O'Callaghan D, Cunningham P. How many topics? Stability analysis for topic models. In: Calders T, Esposito F, Hullermeier E, Meo R, editors. Machine learning and knowledge discovery in databases. Berlin(Heidelberg): Springer; 2014. p. 498-513. https://doi.org/10.1007/978-3-662-44848-9_32
Mehta V, Caceres RS, Carter KM. Evaluating topic quality using model clustering. Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM); 2014 Dec 9-12; Orlando, USA. New York: IEEE; 2014. p. 178-185. https://doi.org/10.1109/CIDM.2014.7008665
Bang SS, Kim IO. Relationship among essentials of fundamental nursing skills performance, stress from work and work capability of new clinical nurses. The Journal of Korean Academic Society of Nursing Education. 2014;20(4):628-638.

원문보기 상세보기
Shin S, Park YW, Kim M, Kim J, Lee I. Survey on the education system for new graduate nurses in hospitals: focusing on the preceptorship. Korean Medical Education Review. 2019;21(2):112-122. https://doi.org/10.17496/kmer.2019.21.2.112

원문보기 상세보기
Kim JH, Kim HY. Educational need assessment and development of scenarios on simulation-based education of nursing handoffs for new nurses. Journal of Learner-Centered Curriculum and Instruction. 2017;17(17):429-448. https://doi.org/10.22251/jlcci.2017.17.17.429
Cockerell K, Stamps A. Practical advice for new graduate nurses. Nursing made Incredibly Easy. 2021;19(1):11-13. https://doi.org/10.1097/01.NME.0000723404.53563.d5

상세보기
Son JE, Kim SH. The influence of job stress, self-esteem, and resilience on the field adaptation in newly graduated nurses. Journal of Korean Clinical Nursing Research. 2019;25(2):151-160. https://doi.org/10.22650/JKCNR.2019.25.2.151

원문보기 상세보기
Jung HY, Kim SY. Effects of nursing professionalism and job involvement on turnover intention among new graduate nurses. Journal of Korean Academy of Nursing Administration. 2016;15(4):563-570. https://doi.org/10.11111/jkana.2016.22.5.531

원문보기 상세보기
Ryu EJ, Jeon MY. Development and evaluation of the effect of a happiness self-coaching program for new graduate nurses working in cancer care unit. Journal of Korean Clinical Nursing Research. 2019;25(2):161-169. https://doi.org/10.22650/JKCNR.2019.25.2.161

원문보기 상세보기
Doo EY, Seo HE, Choi S, Chang BK, Kim M. Effects of group art and music therapy in newly hired nurses: a mixed method study. Journal of Korean Academy of Nursing Administration. 2018;24(2):118-129. https://doi.org/10.11111/jkana.2018.24.2.118

상세보기
Park ML, Lee MJ. Effects of mentoring program's development about new nurses. Journal of Convergence for Information Technology. 2018;8(1):43-51. https://doi.org/10.22156/CS4SMB.2018.8.1.043

원문보기 상세보기
Hampton KB, Smeltzer SC, Ross JG. Evaluating the transition from nursing student to practicing nurse: an integrative review. Journal of Professional Nursing. 2020;36(6):551-559. https://doi.org/10.1016/j.profnurs.2020.08.002

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토픽모델링을 활용한 신규간호사 관련 국내 연구동향 분석
Research trend analysis of Korean new graduate nurses using topic modeling 원문보기

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토픽모델링을 활용한 신규간호사 관련 국내 연구동향 분석 Research trend analysis of Korean new graduate nurses using topic modeling 원문보기

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토픽모델링을 활용한 신규간호사 관련 국내 연구동향 분석
Research trend analysis of Korean new graduate nurses using topic modeling 원문보기