• Title/Summary/Keyword: Qualitative data analysis

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Text mining-based Data Preprocessing and Accident Type Analysis for Construction Accident Analysis (건설사고 분석을 위한 텍스트 마이닝 기반 데이터 전처리 및 사고유형 분석)

  • Yoon, Young Geun;Lee, Jae Yun;Oh, Tae Keun
    • Journal of the Korean Society of Safety
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    • v.37 no.2
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    • pp.18-27
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    • 2022
  • Construction accidents are difficult to prevent because several different types of activities occur simultaneously. The current method of accident analysis only indicates the number of occurrences for one or two variables and accidents have not reduced as a result of safety measures that focus solely on individual variables. Even if accident data is analyzed to establish appropriate safety measures, it is difficult to derive significant results due to a large number of data variables, elements, and qualitative records. In this study, in order to simplify the analysis and approach this complex problem logically, data preprocessing techniques, such as latent class cluster analysis (LCCA) and predictor importance were used to discover the most influential variables. Finally, the correlation was analyzed using an alluvial flow diagram consisting of seven variables and fourteen elements based on accident data. The alluvial diagram analysis using reduced variables and elements enabled the identification of accident trends into four categories. The findings of this study demonstrate that complex and diverse construction accident data can yield relevant analysis results, assisting in the prevention of accidents.

Evaluation of Nurses' Competency in Nurse-Patient Communication about Medications: Conversational Analysis Approach (간호사의 투약대화의 구조와 내용에 대한 평가도구 개발 연구: 대화분석적 접근)

  • Son, Haeng-Mi
    • Journal of Korean Academy of Nursing
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    • v.40 no.1
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    • pp.1-13
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    • 2010
  • Purpose: The purpose of this study was to develop evaluation criteria for conversations about medication and to demonstrate conversational analysis with actual dialogues on medication as examples. Methods: This study was a secondary analysis of qualitative research using conversational analysis which showed functional phases and patterns of dialogue about medication (greeting, identifying the patient, medicating, finishing). Nurse-patient conversations were videotaped and transcribed and 75 conversations were used for analysis. Results: Not all functional phases were showed in the conversations about medication. Therefore, conversations about medication can be considered as incomplete dialogues. The evaluation-criteria were represented in terms of the structure and content of the dialogues. Structural evaluation-criteria were the same as the functional phases, as functional stage is the standard for evaluation. The criteria of evaluation for content suggested 3 domains, content, expression, and interaction with 20 items scored on a Likert-type scale of 5-points. Finally, analysis of actual conversations about medication according to the evaluative criteria were provided. Conclusion: The results provide the basic data to develop educational programs and strategies to improve nurses’ competency in conversation about medication.

Health-promoting Lifestyle of Nursing Students: Using Mixed Methods Research (간호대학생의 건강증진 생활양식: 혼합연구설계)

  • Lee, Hyun-Ju
    • Research in Community and Public Health Nursing
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    • v.30 no.4
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    • pp.414-425
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    • 2019
  • Purpose: The purpose of this study was to examine the effects of psychosocial wellbeing status and self efficacy on health-promoting behavior of nursing students, and to explore the experiences related to health-promoting behavior. Methods: For this study, an explanatory sequential mixed method design approach was used with survey data collected from 148 nursing students. In addition, qualitative data for exploration of health-promoting behavior experience were collected from three focus-group interviews of 17 participants. Quantitative data were analyzed with SPSS/WIN 25.0 and qualitative data were analyzed by making contents analysis with Nvivo 12.0. Results: The results showed that psychosocial wellbeing status, self efficacy, grade, and regularity meal explained 43.0% of the variance in health-promoting behavior. And seven themes from the collected significant statements about experience of health-promoting behavior included the daily life going on without delay; changes in body which is felt; recognizing the necessity of health care; making efforts to increase physical activities; revising eating habit; looking for the way to relieve stress; and attempting to divert my thoughts. Conclusion: Based on the results of this study, it is necessary to develop and verify health program in order to improve nursing students' health-promoting behavior. And university authorities and government should make an effort to improve nursing students' health-promoting behavior.

Perceptual Study on Higher Level Digitilization Among Managers in the Logistics Industry

  • Beleya PRASHANTH;Raman ARASU;Degeras KARUNANITHY
    • Journal of Distribution Science
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    • v.22 no.1
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    • pp.25-36
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    • 2024
  • Purpose: The study attempts to explore the operational performance of the existing Malaysian logistics companies and the extent of their adoption of digitalization. The role of digitalization in enhancing the performance of companies in the logistics industry in Malaysia, for value creation, is the topic of study. Research design, data and methodology: A qualitative research method with a semi-structured interview approach was applied and judgmental sampling was used as the sampling technique to collect data. The research has chosen nine companies in the logistics industry in Peninsular Malaysia, with the interviews aimed at eleven members of top and middle-level management. Data analysis was performed using logical system techniques to examine and evaluate data, reorganizing feedback, comparing it with literature, and transforming it into structured, valuable information after interviews. Results: The study revealed mixed opinions on digitalization in logistics, despite its potential benefits such as improved operational efficiency, real-time information, and customer service. However, high costs may hinder financial performance and require revisions due to stakeholder involvement. Conclusions: The Malaysian logistics industry's adoption of digitalization is gaining traction, with most companies satisfied with their status. However, challenges like cost and inefficiency persist, prompting calls for government support to improve efficiency and reduce costs while ensuring sustainable transportation.

Image Analysis and Management Strategy for The National Science Museum Utilizing SNS Big Data Analysis (SNS 빅데이터 분석을 활용한 국립과학관에 대한 이미지 분석과 경영전략 제안)

  • Shin, Seongyeon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.81-89
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    • 2020
  • The purpose of this study is to investigate science consumers' perceptions of the National Science Museum and suggest effective management strategies for the museum. Research questions were established and the analyses were conducted to achieve the research goals. The collection and analysis of the data were conducted through a new approach to image analysis that combines qualitative and quantitative methods. First, the image of the concept of science was derived from science consumers (adults, undergraduate and graduate students) through a qualitative research method (group-interviewing), and then text analysis was conducted. Second, quantitative research was conducted through LDA (Latent Dirichlet Allocation)-based topical modeling of 63,987 words extracted from 12,920 titles of blog postings from one of the most heavily-trafficked portal sites in Korea. The results of this study indicate that the perception of science differs according to the characteristics of the respondents. Further, topic-modeling extracted 20 topics from the blog posting titles and the topics were condensed into seven factors. Detailed discussions and managerial implications are provided in the conclusion section.

The Effects of Video-based Peer assisted Learning in Standardized Patients Simulation: Pre and Post Operative Care (표준화 환자 시뮬레이션 실습교육에서 동영상을 활용한 동료학습의 효과: 수술 전후 간호를 중심으로)

  • Park, In-Hee;Shin, Sujin
    • Korean Journal of Adult Nursing
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    • v.27 no.1
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    • pp.73-82
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    • 2015
  • Purpose: This study examined the effects of peer assisted learning (PAL) using video recordings in standardized patients (SP) simulation. Methods: A mixed-method approach was adopted, in which quantitative data were supplemented with qualitative data. Research participants consisted of 49 nursing students, 24 of whom were assigned to the experimental group, and 25 to the control group. The 12 item instrument was used to measure perioperative care knowledge, while performance confidence was assessed with the 10 item questionnaire, and clinical critical thinking skills with the Clinical Critical Thinking Skill Test (CCTS). Qualitative data were collected using a reflective journaling and in-depth interviews. Results: Participants in the experimental group exhibited significantly higher levels of knowledge than those in the control group (t=5.43, p<.001), and were significantly more confident in their performances (F=52.33, p<.001). However, no significant differences were found between the experimental and the control groups with regard to CCTS (t=0.72, p=.477). A qualitative content analysis was conducted using the interview and reflective journaling data, in which six major themes were elicited from three codes. Conclusion: PAL employing video recordings is expected to be utilized as a teaching and learning strategy in simulation-based nursing practicum with greater frequency and longer period, given the positive effects observed in this study.

Experience of Healthcare Providers in the Advanced Practice Nurse System (전문간호사제도에 대한 의료인의 경험)

  • Kim, Min Young;Jeon, Mi-Kyeong;Choi, Su Jung;Kim, Jeong Hye;Kim, Heeyoung;Leem, Cho Sun
    • Journal of Korean Critical Care Nursing
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    • v.14 no.2
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    • pp.42-56
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    • 2021
  • Purpose : The purpose of this study was to understand and describe the experiences of the advanced nurse practitioner (APN) system used by healthcare providers including APNs, doctors who worked with APNs, and APN master's course professors at a graduate school. Methods : Qualitative data were collected via snowball sampling. The participants were nine APNs, six doctors, and three professors. They were divided into three focus groups, each of which consisted of all three types of healthcare providers. Data were collected via interviews with the three focus groups conducted from September to October 2019. All interviews were audiotaped and transcribed verbatim. The transcribed data then underwent qualitative content analysis. Results : Based on the data, we extracted four themes and 14 categories. The themes were "Role and system of APNs started according to healthcare environment changes", "Optimal healthcare provider to ensure quality of care", "Confused role and system of APNs due to incomplete medical law", and "Tasks for the stable operation of the APN system." Conclusion : For quality treatment and safety of patients, a legal basis must be established for the APN system. For its stable operation, social consensus regarding legislation about APNs' scope of practice is required. Finally, a discussion is necessary about the integration of APNs' 13 fields.

An experimental qualitative study on the characteristics of fashion brand's mobile SNS - Focusing on mobile Facebook - (패션 브랜드 모바일 SNS의 특성에 관한 실험적인 질적 연구 - 모바일 페이스북(Facebook)을 중심으로 -)

  • Lee, Yoojung;Rhee, Young Ju
    • The Research Journal of the Costume Culture
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    • v.21 no.6
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    • pp.877-890
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    • 2013
  • This study was an experimental qualitative study on the characteristics of fashion brand's mobile SNS. The study was focused on mobile Facebook and identified the characteristics of fashion brand's mobile SNS. In-depth interviews were conducted with 10 people in the 20s, who have used fashion brand's mobile Facebook application and currently live in Seoul or Gyeonggi province. After analysis of the in-depth interview data, four characteristics of fashion brand's mobile SNS were identified as follows. First, it was possible to access fashion brand's mobile SNS at any time anywhere, if users needed brand-related information. In this study, this characteristic was named 'fashion accessibility'. Second, it was possible to access update-information using fashion brand's mobile SNS or get up-to-date information about the brand in real-time. In this study, this characteristic was named 'fashion recentness'. Third, it was possible to store or capture fashion brand-related images and texts. In this study, this characteristic was named 'ease of storage of fashion data'. Fourth, fashion brand's mobile SNS was useful in various ways to fashion consumers, so this characteristic was named 'fashion usefulness' in this study. The study extracted 10 sub-characteristics of the characteristics of fashion brand's mobile SNS based on the results of a qualitative study. This study has significant value which suggests directions for future research. Also, this paper is expected to provide managerial implications to fashion companies that need to develop mobile SNS marketing strategies.

The Effects of Motivational Interviewing Training Program on Communication Skills and Self-Efficacy of Home Visiting Nurses (동기강화상담 교육훈련 프로그램이 가정방문간호사의 의사소통능력과 직무효능감에 미치는 효과)

  • Kim, Sungjae;Yang, Jeongwoon
    • Journal of Korean Public Health Nursing
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    • v.30 no.2
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    • pp.274-287
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    • 2016
  • Purpose: The purpose of this study was to examine the effects of Motivational Interviewing(MI) training program on communication skill and self-efficacy of home visiting nurses(HVNs). Methods: This study has a mixed-methods design that includes a one-group pre-post test study and focus group interviews(N=23). From April 16th to June 11th in 2014, total six two-hour sessions of MI training program were provided to the participants. The quantitative outcomes were collected using Global Interpersonal Communication Competence Scale(GICC-15) and Self-efficacy Scale, and the qualitative data were obtained by 5 focus group interviews. Group pre-post changes were evaluated by paired t-tests and the qualitative data were analyzed by content analysis method. Results: MI training program led to significant enhancement in communication skills(Z=-3.62, p<.001) and self-efficacy(Z=-3.67, p<.001). The qualitative study revealed that the participants had positive experiences to express empathy, support self-efficacy, and respect autonomy for their clients applying reflective-listening and affirmation skill. Conclusion: The HVNs who participated in the MI training program showed improved communication skills and self-efficacy in the quantitative and qualitative studies. A randomized clinical trial is needed to confirm the value of MI training program for HVNs.

Qualitative Study on Consumer Experience of Digestive Enzymes Containing Medicinal Herbs (한약재 함유 소화효소제품 복용에 대한 소비자들의 체험에 관한 질적 연구)

  • Yoon, Sang-Hoon;Leem, Jungtae;Yun, Younghee;Choi, Ye-Yong;Lee, Eunji;Park, Jongseung;Cheong, Moonjoo
    • The Journal of Internal Korean Medicine
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    • v.41 no.1
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    • pp.14-28
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    • 2020
  • Objectives: The aim of this study was to analyze consumer experience with Digestive Enzymes, a digestive enzyme product that includes medicinal herbs (Multi-Zyme®). The goal was to provide basic data on improvements and marketability of future digestive enzyme products containing medicinal herbs. Methods: Qualitative research was conducted to explore the current participants' experience. In-depth interviews with a semi-structured interview guide were conducted to investigate the experience and perception of the participants. The participants were recruited using snowball sampling and purposive sampling, and a qualitative content analysis method was adopted. Credibility was ensured by adopting a member check, triangulation, and peer debriefing method. Results: In-depth interviews were completed with a total of 8 participants. The collected data were classified into 16 codes and then further divided into the following seven categories: direct buying, indirect buying, effects, questions, recommendations, positive perception, and negative perception. The categories were grouped into three themes: 'Experience of purchasing existing health foods', 'Experience of taking Multi-Zyme', and 'Opinions on selling Multi-Zyme at Korean medicine clinics'. Conclusion: The participants experienced effect of the Multi-Zyme® and were willing to recommend it around. However, the Korean medicine doctors need to inform consumers about the dose and duration when taking Multi-Zyme® to prevent abuse. Some consumers may trust Multi-Zyme® sales from Korean medicine clinics, but some held opinions that those sales were not trustworthy, so promotion and improvement are needed.