Analysis of Dental Hygienist Job Recognition Using Text Mining
1
조회
0
다운로드
3
인용
0
참고문헌
키워드
초록
Background: The aim of this study was to analyze the public demand for information about the job of dental hygienists by mining text data collected from the online Q & A section on an Internet portal site. Methods: Text data were collected from inquiries that were posted on the Naver Q & A section from January 2003 to July 2020 using “dental hygienist job recognition,” “role recognition,” “medical assistance,” and “scaling” as search keywords. Text mining techniques were used to identify significant Korean words and their frequency of occurrence. In addition, the association between words was analyzed. Results: A total of 10,753 Korean words related to the job of dental hygienists were extracted from the text data. “Chi-lyo (treatment),” “chigwa (dental clinic),” “ske-illing (scaling),” “itmom (gum),” and “chia (tooth)” were the five most frequently used words. The words were classified into the following areas of job of the dental hygienist: periodontal disease treatment and prevention, medical assistance, patient care and consultation, and others. Among these areas, the number of words related to medical assistance was the largest, with sixty-six association rules found between the words, and “chi-lyo,” “chigwa,” and “ske-illing” as core words. Conclusion: The public demand for information about the job of dental hygienists was mainly related to “chi-lyo,” “chigwa,” and “ske-illing” as core words, demonstrating that scaling is recognized by the public as the job of a dental hygienist. However, the high demand for information related to treatment and medical assistance in the context of dental hygienists indicates that the job of dental hygienists is recognized by the public as being more focused on medical assistance than preventive dental care that are provided with job autonomy.
Abstract
Background: The aim of this study was to analyze the public demand for information about the job of dental hygienists by mining text data collected from the online Q & A section on an Internet portal site. Methods: Text data were collected from inquiries that were posted on the Naver Q & A section from January 2003 to July 2020 using “dental hygienist job recognition,” “role recognition,” “medical assistance,” and “scaling” as search keywords. Text mining techniques were used to identify significant Korean words and their frequency of occurrence. In addition, the association between words was analyzed. Results: A total of 10,753 Korean words related to the job of dental hygienists were extracted from the text data. “Chi-lyo (treatment),” “chigwa (dental clinic),” “ske-illing (scaling),” “itmom (gum),” and “chia (tooth)” were the five most frequently used words. The words were classified into the following areas of job of the dental hygienist: periodontal disease treatment and prevention, medical assistance, patient care and consultation, and others. Among these areas, the number of words related to medical assistance was the largest, with sixty-six association rules found between the words, and “chi-lyo,” “chigwa,” and “ske-illing” as core words. Conclusion: The public demand for information about the job of dental hygienists was mainly related to “chi-lyo,” “chigwa,” and “ske-illing” as core words, demonstrating that scaling is recognized by the public as the job of a dental hygienist. However, the high demand for information related to treatment and medical assistance in the context of dental hygienists indicates that the job of dental hygienists is recognized by the public as being more focused on medical assistance than preventive dental care that are provided with job autonomy.
참고문헌 (22)
- Sun-Mi Kim, "Korean Dental Hygienists’ Job Description Based on Systematic Review", 치위생과학회지, 20(4), pp.187~199 (2020), 한국치위생과학회[DOI]
- 김동열, "대입준비생들의 치과위생사에 관한 인식도 조사", 한국치위생학회지, 12(1), pp.103~111 (2012), 한국치위생학회
- 최혜정, "일부 성인의 치과위생사에 대한 전문직업인 이미지 관련요인", 한국치위생학회지, 20(2), pp.197~207 (2020), 한국치위생학회[DOI]
- 이미라, "일부 대학생의 치과위생사에 대한 인식과 이미지에 관한 연구", 한국엔터테인먼트산업학회논문지, 9(2), pp.211~218 (2015), 한국엔터테인먼트산업학회
- 이경희, "치과위생사에 관한 인식에 영향을 미치는 요인", 한국치위생학회지, 18(4), pp.463~476 (2018), 한국치위생학회[DOI]
- 박성숙, "치과내원환자의 치과위생사에 대한 인식도 조사 연구", 치위생과학회지, 10(3), pp.191~197 (2010), 한국치위생과학회
- 김창태, "대학생들의 치과위생사에 인식수준과 선호이미지", 예술인문사회 융합 멀티미디어 논문지, 6(9), pp.623~634 (2016), 사단법인 인문사회과학기술융합학회[DOI]
- National Information Society Agency, "Internet usage survey of Korea 2019" (2020), National Information Society Agency Publishing
- 김정선, "분석지의 확장을 위한 소셜 빅데이터 활용연구 - 국내 ‘빅데이터’ 수요공급 예측 -", 지식경영연구, 15(3), pp.169~188 (2014), 한국지식경영학회[DOI]
- 박정민, "소셜 빅데이터를 이용한 가계부채 트렌드 및 강신호와 미래신호의 탐색", 한국사회복지학, 72(1), pp.35~61 (2020), 한국사회복지학회[DOI]
- 오상환, "Analysis of online questions about dental hygienist: Case report in Naver Intelligent Network", Oral Biology Research, 42(1), pp.62~66 (2018), 치의학연구원[DOI]
- Hwang SJ, "Searching information on online questions by Korean dental hygienists: case report", J Korean Acad Dent Admin, 6, pp.43~47 (2018)
- R Core Team, "R: A language and environment for statistical computing" (2020), R Foundation for Statistical Computing
- 유혜림, "한국 사회복지학의 최근 연구경향: 연관규칙 분석의 활용", 보건사회연구, 38(2), pp.555~588 (2018), 한국보건사회연구원[DOI]
- 한양금, "치과위생사 수행업무에 관한 치과의사의 견해조사", 대한치과의료관리학회지, 7(1), pp.1~9 (2019), 대한치과의료관리학회[DOI]
- 김영숙, "치과위생사의 업무 실태 및 비중에 관한 연구", 한국치위생학회지, 8(3), pp.161~175 (2008), 한국치위생학회
- 형주희, "치과위생사의 의료인화에 대한 의료종사자들의 견해", 한국치위생학회지, 17(6), pp.1013~1024 (2017), 한국치위생학회[DOI]
- 김경준, "서울지역 치과대학 · 치의학전문대학원 재학생의 치과위생사와 간호조무사의 업무 범위 인식", 대한구강보건학회지, 43(4), pp.224~231 (2019), 대한예방치과·구강보건학회
- 최정미, "치과 내원환자들의 치과위생사에 대한 인식도가 치과위생사의 사회적 요구도에 미치는 영향", 치위생과학회지, 12(4), pp.392~403 (2012), 한국치위생과학회
- "Section 1. Qualification and licenses. Article 42" (2010)[URL]
- 허지선, "치석제거 요양급여 확대 정책으로 인한 치과의료 접근성 향상", 대한치과의사협회지, 57(11), pp.644~653 (2019), 대한치과의사협회[DOI]
- Young-Eun Jang, "Utilization of preventive dental services before and after health insurance covered dental scaling in Korea: 2009 to 2014 Community Health Survey", Asia Pacific Journal of Public Health, 29(1), pp.70~80 (2017), SAGE Publications[DOI]