• 제목/요약/키워드: Qualitative data analysis

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Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction

  • Xu, Wei;Xiao, Zhi
    • Journal of Information Processing Systems
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    • 제12권1호
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    • pp.109-128
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    • 2016
  • This paper presents a new combined forecasting method that is guided by the soft set theory (CFBSS) to predict business failures with different sample sizes. The proposed method combines both qualitative analysis and quantitative analysis to improve forecasting performance. We considered an expert system (ES), logistic regression (LR), and support vector machine (SVM) as forecasting components whose weights are determined by the receiver operating characteristic (ROC) curve. The proposed procedure was applied to real data sets from Chinese listed firms. For performance comparison, single ES, LR, and SVM methods, the combined forecasting method based on equal weights (CFBEWs), the combined forecasting method based on neural networks (CFBNNs), and the combined forecasting method based on rough sets and the D-S theory (CFBRSDS) were also included in the empirical experiment. CFBSS obtains the highest forecasting accuracy and the second-best forecasting stability. The empirical results demonstrate the superior forecasting performance of our method in terms of accuracy and stability.

Sexual Functions of Turkish Women with Gynecologic Cancer during the Chemotherapy Process

  • Akkuzu, Gulcihan;Ayhan, Ali
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권6호
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    • pp.3561-3564
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    • 2013
  • Background: The negative effects of gynecologic cancer on women's health is multidimensional. Sexual problems arising after chemotherapy are decreased interest and vaginal lubrication, lack of orgasm and dyspareunia and sense of reduction in sexual attractiveness in general. The purpose of this study was to evaluate changes that patients who receive chemotherapy for a gynecologic oncology disorder experience in their sexual functions. Materials and Methods: A descriptive/cross-sectional and qualitative study was performed. The Female Sexual Function Index (FSFI) was used in order to collect data on sexual capacity. The quantitative data obtained were evaluated with frequency and percentage calculations while content analysis was performed for the qualitative data. Results: All of the information related to sexuality was provided by the physician. Chemotherapy treatment affected sexuality negatively in 55.9%. Since receiving the diagnosis, 52.9% of women had experienced no sexual intercourse at all. Those who had an FSFI score of 30 and below made up 75% of the women. After the content analysis of data obtained during in in-depth interviewing, we focused on three main themes: desire for sexual intercourse, problems experienced during sexual intercourse, and coping with problems. Conclusions: An integrated system where sexual problems can be handled professionally should be present during gynecological cancer treatment.

Obstacles to Accessing Finance by Small Business Operators in the Buffalo City Metropolitan Municipality

  • Chimucheka, Tendai
    • Asian Journal of Business Environment
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    • 제3권2호
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    • pp.23-29
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    • 2013
  • Purpose - The study investigates the obstacles faced by small business owners (SBOs) in accessing finance in the Buffalo City Metropolitan Municipality. The study aims to identify the causes of inaccessibility to finance for SBOs, investigate the role of government agencies in supporting SBOs, assess the extent to which banks support SMMEs, and suggest solutions to ease the challenge of inaccessibility of finance. Research design, data, methodology -We used a triangulation research design, wherein SMME owners and managers in the Buffalo City Metropolitan Municipality were the target population. We used simple random sampling techniques to select respondents, and conducted in-depth interviews to collect qualitative data. Results - We analyzed quantitative data using descriptive statistics, Chi-square tests, and factor analysis. The qualitative data was analyzed using content analysis. The study identifies and discusses the obstacles in accessing finance; the main among which are the lack of collateral security, poor business plans, lack of knowledge, and lack of financial deposit. Conclusions -We urge the banks, government, and government agencies to support the SMME sector, for it remains the economic engine of many African countries and helps in reducing the impact of socio-economic challenges, like unemployment and poverty.

Effect of Sports Psychology on Enhancing Consumer Purchase Intention for Retailers of Sports Shops: Literature Content Analysis

  • LEE, Jae-Hyung
    • 유통과학연구
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    • 제19권4호
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    • pp.5-13
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    • 2021
  • Purpose: The sporting field is one of the most lucrative industries that most producers would want to share and drive-in sales towards its direction. The purpose of the present study is to evaluate how sports psychology has become a useful discipline in enhancing consumer purchase intentions. Research design, data, and methodology: This study employs a qualitative coding method to analyze and interpret the data obtained with a PRISMA declaration for analytical purposes. Using Web QDA (Qualitative Data Analysis) online tools, the current study coded the data obtained. Results: According to the prior studies, marketers should go the extra mile of looking for what sports customers are looking for. They understand that one way to increase the customers' willingness to purchase their products is by looking into the specific things that the customers look for and enjoy in sports. Conclusions: After all, the present study concludes that most marketers need to apply the concepts of sports psychology to understand consumer purchase intentions in particular retail stores. Consumers are likely to be influenced by their peers or groups to make decisions driven towards purchasing given sports apparel and the retail store to purchase a product.

Infant-rearing experiences of parents during the COVID-19 pandemic in South Korea: a mixed-methods approach

  • In-Hye Song;Kyung-Ah Kang
    • Child Health Nursing Research
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    • 제30권1호
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    • pp.31-44
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    • 2024
  • Purpose: This study aimed to identify the infant-rearing experiences of parents during the coronavirus disease 2019 (COVID-19) pandemic and provide foundational data for the development of infant-rearing support programs during pandemic situations. Methods: Convergent mixed methods were used to better understand the research outcomes by converging both quantitative and qualitative data. A total of 149 parents with infant-rearing experiences during the pandemic responded to a self-report survey, and 10 parents participated in the interviews. Data were analyzed using Colaizzi's method, descriptive statistics, t-test, one-way analysis of variance, the Scheffé test, Pearson correlation coefficients, and hierarchical regression. Results: Analysis of qualitative data yielded the following three categories: five theme clusters, ten themes, and thirty-nine subthemes. The factors influencing infant-rearing behavior were nuclear family (β=.34, p<.001) and rearing stress (β=-.39, p<.001). The explanatory power of the regression equation was 26.6%. Conclusion: Infectious disease disasters, such as the COVID-19 pandemic, can quickly alter infant-rearing conditions, causing heightened parental anxiety. This may affect infant-rearing behaviors and hinder healthy infant development. Future research should develop a comprehensive tool to measure holistic health-related parenting behaviors across the different stages of child development. Additionally, pediatric nurse practitioners can play an active role in educating parents, supporting parenting, and promoting healthy infant development in their communities, making pediatric nurse practitioners a highly relevant and necessary healthcare profession during infectious disease disasters. Thus, there is a need to improve institutions and build infrastructure at the national level to support them.

보건교사 교육실습생들의 학교현장실습경험 분석: NVivo 10 활용 (Research on School Health Preliminary Teacher's Teaching Practice to the Use of NVivo 10 in Analyzing)

  • 정미자;문희;선춘자;이동매
    • 한국보건간호학회지
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    • 제28권3호
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    • pp.574-589
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    • 2014
  • Purpose: This study was designed for understanding their experiences through qualitative research method. There is a growing concern about what the trainee school health teachers experience during teaching practice period, the first experience as a teacher. Method: Data collection was conducted on 2012-2014, using the student teaching practice self-reports. Participants included 43 school health preliminary teacher's teaching practice from G colleges. The study conducted a qualitative analysis by utilizing computer assisted qualitative data analysis software(CAQDAS), NVivo 10. Results: The trainees experienced that tension, excitement and fear was changed to joy, rewarding and gratitude. They defined the practice as a standard of the possibility in the capacity of a future teacher. It was a hard job without a sense of accomplishment. They thought that too much works in school health teacher and thanks to the school and teacher for the teaching opportunities. They think teaching as a hard job to endure without a sense of accomplishment. Conclusion: Findings of this study allow for a comprehensive understanding of trainees. It was investigated the suggestions for the improvement of a teaching practice. The challenge need to the expand school health teacher placement and more research.

「사티어 의사소통 교육」에 참여한 간호대학생들의 의사소통과 인간관계 변화 경험 (Changes in Communication and Relationship Pattern for Undergraduate Nursing Students After 'Satir Communication Education')

  • 임승주;박은영
    • 한국간호교육학회지
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    • 제19권2호
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    • pp.151-162
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    • 2013
  • Purpose: This study was to deduce the changes of communication style and relationship patterns via self-analysis after Satir communication education for undergraduate nursing students. Methods: Thirty seven students participated in this study. The age of participants was 20 ~ 22 years and all of them were female students. Before the first semester and after the last class in 2011, we collected an evaluation from students of how their own communication style and relationship patterns changed. Using qualitative content analysis method, the data were analyzed. Results: After qualitative contents analysis, five change-related themes and 16 experience-related subjects emerged. Five themes were from self-contentment to discreet, from behavior of speaking and listening to understanding, from agreement to empathy, from your fault to my fault, and from feeling emotion to expressing emotion. Conclusion: From the results of this study, we found the essential points of changes for communication and relation ship experiences after Satir communication education and self-reflection could reinforce change in undergraduate nursing students' experiences.

보육교사와 시설장의 이직경험에 관한 질적 연구 (A Qualitative Study on the Turnover Experiences of Teachers and Directors of Child Care Centers)

  • 이은주;양성은
    • 가정과삶의질연구
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    • 제30권2호
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    • pp.121-136
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    • 2012
  • This study is a qualitative research on job transfer experiences of child care teachers and directors of child care centers. The research was conducted on 21 participants: 10 child teachers and 11 directors of child care centers in Seoul and Gyeong-gi province. Focus group interviews were held at the subjects' child care centers in July 2011. Each focus group participated in one interview and the average length of these interviews was 2 hours. Four focus group interviews were recorded and transcribed. The gathered data was analyzed within and across groups according to focus group interview analysis methods. The analysis showed five categories in both the teacher group and the director group. Reorganizing this analysis revealed three phases: before, in the course of, and after the transfer. Further description about the job transfer was given for each phase of the two groups. This research is significantly meaningful in that it brings light to the experiences around job transfer for both groups at the same time.

모바일 게임개발사의 게임 플랫폼 선택활동이 가치확보에 미치는 영향: 콘텐츠 질적 분석 (The Effect of Game Platforms Selection of Mobile Game Firms on Value Capture: Content Qualitative Analysis)

  • 배준희;구동모
    • 한국게임학회 논문지
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    • 제16권6호
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    • pp.173-184
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    • 2016
  • 본 연구는 전통적인 양면시장인 게임산업에서 게임개발사들이 선택하는 플랫폼 전략을 모바일 게임플랫폼을 대상으로 탐색하였다. 온라인과 오프라인에 존재하는 관련 콘텐츠를 대상으로 자료를 수집하여 주제를 추출하는 콘텐츠 질적 분석을 실시하였으며 연구의 신뢰도와 타당도를 높이기 위하여 게임개발사의 임원 4명과 추가로 심층면접을 실시하였다. 연구결과는 첫째, 게임개발사의 플랫폼 선택 요인은 게임 구현능력과 기술적 안정성, 플랫폼의 마케팅능력, 그리고 수익성 창출이다. 둘째, 가치창출과 가치확보에 따라서 모바일 게임플랫폼은 SNS중심의 모바일 1세대 게임에서 마켓플레이스를 중심으로 하는 모바일 2세대 게임으로 플랫폼 주도권을 넘겨주었다.

OECD 국가의 가족정책과 아동 삶의 질의 관계: 퍼지셋 질적비교분석 (The Relationship between Family Policy and Children's Quality of Life among OECD Countries: Fuzzy-Set Qualitative Comparative Analysis)

  • 박정민;진미정
    • Human Ecology Research
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    • 제60권4호
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    • pp.595-607
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    • 2022
  • This study aims to clarify the relationship between family policy and children's quality of life through an international comparison and to determine which family policy factors contribute to children's quality of life. The research question is "How can family policies be combined to improve children's quality of life in terms of health and economy?" It includes nine categories of family policies related to money, service, and leave. Measures of children's quality of life include low birth weight, infant mortality, and child poverty. Using the OECD Family Database, and the OECD Child Well-being Data, fuzzy-set Qualitative Comparison Analysis (fsQCA) was used among 20 OECD countries. Combinations of family policies significant to the children's quality of life were derived from the results. This study contributes to the literature by revealing the effectiveness of states' investment in family policy. In addition, the study indicates that since family policies interact with each other, those policies combine to improve children's quality of life.