• 제목/요약/키워드: qualitative data

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Qualitative Research in Healthcare: Data Analysis

  • Dasom Im;Jeehee Pyo;Haneul Lee;Hyeran Jung;Minsu Ock
    • Journal of Preventive Medicine and Public Health
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    • 제56권2호
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    • pp.100-110
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    • 2023
  • Qualitative research methodology has been applied with increasing frequency in various fields, including in healthcare research, where quantitative research methodology has traditionally dominated, with an empirically driven approach involving statistical analysis. Drawing upon artifacts and verbal data collected from in-depth interviews or participatory observations, qualitative research examines the comprehensive experiences of research participants who have experienced salient yet unappreciated phenomena. In this study, we review 6 representative qualitative research methodologies in terms of their characteristics and analysis methods: consensual qualitative research, phenomenological research, qualitative case study, grounded theory, photovoice, and content analysis. We mainly focus on specific aspects of data analysis and the description of results, while also providing a brief overview of each methodology's philosophical background. Furthermore, since quantitative researchers have criticized qualitative research methodology for its perceived lack of validity, we examine various validation methods of qualitative research. This review article intends to assist researchers in employing an ideal qualitative research methodology and in reviewing and evaluating qualitative research with proper standards and criteria.

마케팅 리서치에서 다중측정방법에 관한 실증적 연구 (A Case Study of Fashion Marketing Research using Multiple Methods)

  • 박혜정;김혜정;이영주;임숙자
    • 복식문화연구
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    • 제10권6호
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    • pp.601-616
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    • 2002
  • Qualitative research is a method widely used in marketing research. However, the method has seldom been used in fashion marketing research in Korea. The purpose of this study was to prove that using both qualitative and quantitative research methods in main stage is much useful than using qualitative research method only in exploratory stage. Qualitative data were gathered by conducting Focus Group Interview(FGI) with 48 college students. Quantitative data were gathered by surveying college students, and 487 questionnaires were used in the statistical analysis. The data were analyzed using content analysis, mean, standard deviation, and t-test. As a result, FGI, one of the tools used in qualitative research methods, was proved to be useful in revealing consumers´deep emotional needs as well as purchase motives. FGI also revealed information which quantitative research method tools such as survey could have missed. Therefore, it is best to use multiple methods-simultaneous use of quantitative and qualitative methods-to understand fast changing consumers´needs and purchase motives.

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컴퓨터를 이용한 질적 자료 분석 (Qualitative Data Analysis using Computers)

  • 이명선
    • 기본간호학회지
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    • 제6권3호
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    • pp.570-582
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    • 1999
  • Although computers cannot analyze textual data in the same way as they analyze numerical data. they can nevertheless be of great assistance to qualitative researchers. Thus, the use of computers in analyzing qualitative data has increased since the 1980s. The purpose of this article was to explore advantages and disadvanteges of using computers to analyze textual data and to suggest strategies to prevent problems of using computers. In additon, it illustrated characteristics and functions of softwares designed to analyze qualitative data to help researchers choose the program wisely. It also demonstrated precise functions and procedures of the NUDIST program which was designed to develop a conceptual framework or grounded theory from unstructured data. Major advantage of using computers in qualitative research is the management of huge amount of unstructured data. By managing overloaded data, researcher can keep track of the emerging ideas, arguments and theoretical concepts and can organize these tasks mope efficiently than the traditional method of 'cut-and-paste' technique. Additional advantages are the abilities to increase trustworthiness of research, transparency of research process, and intuitional creativity of the researcher, and to facilitate team and secondary research. On the other hand, disvantages of using computers were identified as worries that the machine could conquer the human understanding and as probability of these problems. it suggested strategies such as 1) deep understanding of orthodoxy in analytical process. To overcome philosophical and theoretical background of qualitative research method, 2) deep understanding of the data as a whole before using software, 3) use of software after familiarity with it, 4) continuous evaluation of software and feedback from them, and 5) continuous awareness of the limitation of the machine, that is computer, in the interpretive analysis.

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질적 연구평가 기준 (Criteria for Critique of Qualitative Nursing Research)

  • 신경림
    • 대한간호학회지
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    • 제26권2호
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    • pp.497-506
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    • 1996
  • Gradually, there has been increase in the use of qualitative research methods in nursing research. Nursing scholars are using qualitative research methods to explore the essence of nursing and discover its meaning. However, there has been lack of standards for evaluating qualitative nursing research. Often nursing researchers are applying quantitative research evaluation standards to qualitative nursing research. Thus, there has not been any notable qualitative research done to date. In order to improve the quality of nursing research done to discover new knowledge for the nursing, & for development of nursing theory, criteria for critiquing qualitative research should be established. Therefore, this researcher introduced standards as criteria for critiquing qualitative research which are based on literature reviews and re search experiences. The suggested criteria are developed several question's as follows : 1) description of the research phenomena, 2) significance, 3) research purpose, 4) research question, 5) assumptions, 6) researcher's abilities, 7) selection of research samples, 8) data collection, 9) human subjects, 10) data analysis, 11) description of researcher's results, 12) literature review. Follow-up of concrete questions for each of the criterias have been developed.

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이차분석 : 질적연구를 중심으로 (Secondary Analysis: Focusing on Qualitative Research)

  • 이명선
    • 대한간호학회지
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    • 제34권1호
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    • pp.35-44
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    • 2004
  • Purpose: This article explored issues arising from secondary analysis of qualitative data and analyzed the results of qualitative secondary analysis studies published in English, focusing on the methodological aspects. Method: A total of 29 studies were identified as qualitative secondary analysis studies, retrieving from the CINAHL database from 1982 to 3rd week of April 2003. These studies were analyzed by publication year, research method, and type of approach to secondary analysis. Result: The year that the qualitative secondary analysis study first published was 1992 and the number of the studies using secondary analysis has increased after the middle of 1990s. Grounded theory was the one the most frequently used(n=11, 37.9%) and phenomenological study the second most(n=6, 20.7%). In terms of types of approach, fifteen studies(51.7%) focused on the specific concepts that were not explored in the primary studies. Nine(31.0%) focused on the specific types of participants. Six were aimed to integrate contexts or perspectives to generate more general and abstract analysis of qualitative data. Conclusion: The results of this article will stimulate methodological discussion of qualitative secondary analysis and activate qualitative studies using secondary analysis.

가족학 분야에서의 질적 연구 경향 및 방법론적 문제점 (A Critique of Qualitative Research Methodology in Family Studies)

  • 천혜정
    • 가정과삶의질연구
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    • 제22권5호
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    • pp.161-173
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    • 2004
  • Although scholars have been using qualitative research commonly since 1990 in Korea, discussions on the criteria for the quality of qualitative research have been rare. The purpose of this paper was to analyze the trends of qualitative research methodology in Family Studies, and critically examine qualitative research articles published in the three most prominent journals in the field of family studies. The three journals were Journal of Korean Home Management Association, Journal of the Korean Home Economics Association, and Journal of Family Relations. During the period from 1998 to 2003, twenty seven published articles were identified as qualitative research articles from the three journals. Qualitative research in family studies had a wide variety of purposes, but the articles shared similar characteristics: the main goal was to understand the nature of the research participants' experiences and perspectives. The common data collection techniques were in-depth interview, journal writing, and document analysis. Also, all research articles had applied various techniques to data analysis such as grounded theory, or van Manen's method. This article also discussed the usefulness of qualitative research methodology in broadening and deepening the knowledge body in Korean Family Studies.

수학교육에서 질적(Qualitative) 연구 방법 (Qualitative Research Method in Mathematics Education)

  • 이중권
    • 한국수학교육학회지시리즈A:수학교육
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    • 제42권2호
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    • pp.111-119
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    • 2003
  • This research discussed a general concept on the qualitative research methods in mathematics education. It provided a classification of research methods in mathematics education. It also described research trends in mathematics education. It addressed how research design facilitates formulating a research problem, selecting a research design, choosing who and what to study, deciding how to approach Participants, selecting means to collect data choosing how to analyzing data, and interpreting data and applying the analysis. This study addressed the issues involved in choosing relevant populations and in selecting and sampling qualitative data. It described how populations are conceptualized and distinguished between probability sampling and criterion based selection. It discussed not only data arrangement such as, cross-sectional and categorical indexing, non-cross- sectional data organization, but also diagram flow chart matrix, cognitive map, family tree to facilitate analyzing data.

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Ethical Conducts in Qualitative Research Methodology :Participant Observation and Interview Process

  • KANG, Eungoo;HWANG, Hee-Joong
    • 연구윤리
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    • 제2권2호
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    • pp.5-10
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    • 2021
  • Purpose: Ethical behaviors become more salient when researchers utilize face-to-face interviews and observation with vulnerable groups or communities, which may be unable to express their emotions during the sessions. The present research aims to investigate ethical behaviors while conducting research have resonance due to the deep nature of observation and interview data collection methods. Research design, data and methodology: The present research obtained non-numeric (Textual) data based on prior literature review to investigate Ethical Conducts in Qualitative Research. Non-numeric data differs from numeric data in how the data is collected, analyzed and presented. It is important to formulate written questions and adopt them what the method claims for the researcher to understand the studied phenomenon. Results: Our findings show that while conducting qualitative research, researchers must adhere to the following ethical conducts; upholding informed consent, confidentiality and privacy, adhering to beneficence's principle, practicing honesty and integrity. Each ethical conduct is discoursed in detail to realize more information on how it impacts the researcher and research participants. Conclusions: The current authors concludes that five ethical conducts are important for realizing extensive and rich information during qualitative research and may be exploited in implementing research policies for researchers utilizing observation and interviews methods of data collection.

문헌정보학 학술지 논문의 질적 연구 동향 분석 (Trends of Qualitative Research in Korean Library and Information Science Journals)

  • 김갑선
    • 한국도서관정보학회지
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    • 제48권1호
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    • pp.373-396
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    • 2017
  • 본 연구의 목적은 문헌정보학 학술지에 발표된 질적 연구논문의 연구 동향을 분석하여 발전의 지향점을 모색하고자 한다. 문헌정보학을 대표하는 4개 학술지의 2016년까지 총 73편(1.4%)의 논문을 선별하였다. 분석 결과, 1) 질적연구로 가장 선호하는 주제는 정보행태(39.7%)와 사서업무(20.5%)이다. 2) 연구 목적은 경험의 이해(60.2%)가 우세하였고, 그 다음으로는 현황 개선(30.1%)이다. 3) 선호하는 연구방법은 '일반 질적 연구'(26.0%), '무언급'(21.9%), 근거이론(13.6%), 현상학(10.9%), 사례연구(10.9%) 등 이다. 4) 연구의 참여자는 사서가 41.0%로 매우 우세하였다. 그 다음으로는 전문직 종사자(13.6%)이다. 5) 가장 선호하는 자료수집방법은 심층면담(20.5%), 면담(13.6%), 심층면담과 내부자료(9.5%)이다. 연구 결과, 문헌정보학 분야 질적 연구의 스펙트럼은 매우 다양하여, '느슨한 질적 연구'와 '과학성을 지향하는 질적 연구'가 공존하고 있었다. 문헌정보학의 질적 연구의 발전을 도모하기 위해서는 개인적 차원에서는 질적 연구자의 인식 고양, 엄격한 연구방법(자료수집, 분석과 해석, 타당성과 신뢰성)의 적용이 요구된다. 제도적 차원에서는, '질적 연구방법'의 교과목 설치, 심사자와 연구자의 질적 연구 수행과 이해를 돕기 위한 문헌정보학 질적 연구지침과 표준 제작이 필요하다.

성인간호학회지(1989-2011)에 게재된 질적 연구의 동향 분석 (Analysis of Qualitative Research Published by Korean Journal of Adult Nursing (1989-2011))

  • 김영경;황선영;신수진
    • 성인간호학회지
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    • 제23권6호
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    • pp.633-641
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    • 2011
  • Purpose: This study was to examine the trend of qualitative study published by Korean Journal of Adult Nursing from 1989 to 2011, and to suggest future directions through identifying its strength and weakness. Methods: Ninety one published qualitative studies were analyzed focusing on research methodology and research themes using descriptive statistics. Results: During the last 22 years, the number of qualitative studies has rapidly increased and the methodology used to analyze qualitative data has been diversified. The most frequently used analytic method was a phenomenology (48.4%) and the frequency of conducting a content analysis has increased. The prevailing data collection settings were community (61.5%), followed by hospital (35.2%). Especially, many researches showed specific description on researcher's efforts to get validity and reliability of studies in individual studies presented within recent 10 years. However, it was noted that meta study using mixed methodology and secondary analysis of qualitative studies are rarely used and need to be facilitated. Conclusion: Nursing Researchers utilizing qualitative research should continuously make efforts to increase the validity and reliability of their studies and to find knowledges or strategies applicable to practice through using mixed methods or secondary analysis of individual studies.