• 제목/요약/키워드: Questionnaire Survey Analysis

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데이터마이닝을 이용한 설문조사 및 분석 (Questionnaire Survey and Analysis Using Data Mining)

  • 박만희;채화성;신완선
    • 산업경영시스템학회지
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    • 제25권5호
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    • pp.46-52
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    • 2002
  • Today's database system needs to collect huge amount of questionnaire that results from development of the information technology by the internet, so it has to be administrable. However, there are many difficulties concerned with finding analytic data or useful information in the high capacity-database. Data mining can solve these problems and utilize the database. Questionnaire analysis that uses data mining has drawn relevant patterns that did not look or was tended to overlook before. These patterns can be applied by a new business rule. The purpose of this research is to analyze the questionnaire results and to present the result that can help to make decision easily with data mining. Recognition and analysis about these techniques of data mining show suitable type of questionnaire survey. This research focus on the form of present composition and the model of suitable questionnaire to analyze the type of it. Also, the comparison between the actual questionnaire result and the conventional statistical analysis is examined.

Implementation of a Web-based Questionnaire Generating System for the Internet Survey

  • Kim, Young-Bok;Lee, Ji-Yeon
    • Journal of the Korean Data and Information Science Society
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    • 제16권4호
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    • pp.989-998
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    • 2005
  • The internet survey is more time and cost efficient than the off-line survey. We design and implement a web-based questionnaire generating system for the internet survey. The system guides users to make up a questionnaire step by step. It also generates data code for the statistical packages such as SPSS and SAS when the internet survey has been done.

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환자만족도 조사설문지의 설문문항 배열에 따른 신뢰도 분석 (The Reliability of Satisfaction Questionnaire According to Item Arrangement)

  • 최귀선;조우현;홍재석;이선희;강명근
    • 한국의료질향상학회지
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    • 제7권2호
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    • pp.180-188
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    • 2000
  • Objectives : The purpose of this study was to evaluate the reliability of questionnaire according to item arrangement on patient satisfaction questionnaire. Methods : We developed the two types of questionnaire with different item arrangement. In the first type (A), questions were arranged according to medical service dimensions. Questions in the second type (B) were arranged according to medical process. Both questionnaires were composed of six dimensions: physical environments, process, competence, courtesy, information giving, understanding patients. Measurements were performed on a 5-score Likert scale. In an outpatients and inpatient survey, total 777 patients answered the type A (outpatients: 257, inpatients: 128) or Type B (outpatients: 257, inpatients: 135). In order to compare the internal consistency of two types. Cronbach's ${\alpha}$ were calculated. Multiple regression analysis was also performed to know which type of questionnaire explain more of the overall satisfaction. Results : In outpatient survey, type A questionnaire showed higher internal consistency than B except physical environments dimension. Also in inpatient survey, type A had higer internal consistency than B in four dimensions(process, competence, courtesy, understanding patients). In the results of multiple regression analysis, type A questionnaire ($R^2$=0.53) explained more of the variation in overall satisfaction then B questionnaire ($R^2$=0.43) in outpatient survey. In inpatient survey, type B questionnaire ($R^2$=0.40) explained, more of the variation in overall satisfaction than type A questionnaire ($R^2$=0.33).But the difference of R was not significant in inpatient survey. Conclusion : The results of this study support that type A questionnaire has higer reliability in assessment of consumer satisfaction than type B.

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빅데이터 분석결과와 실증조사 결과의 비교 : 화장품 브랜드를 중심으로 (Comparing the Results of Big-Data with Questionnaire Survey : Focusing on Cosmetics Products)

  • 김도관;신성윤
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2016년도 추계학술대회
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    • pp.111-113
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    • 2016
  • 빅데이터 분석 결과는 고객의 트랜드를 이해하기 위한 유용한 도구이지만, 현재 마케팅 분야에서는 직접적으로 소비자들을 대상으로 하는 설문조사 기법 또한 고객의 트랜드 정보를 획득하기 위한 유용한 도구로 활용되고 있다. 이러한 점에서 본 연구는 화장품 브랜드를 중심으로 빅데이터 분석결과와 설문조사 방법의 결과를 비교하고자 한다.

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야경의 주관적 이미지에 관한 현지평가와 슬라이드평가의 비교분석 (A Comparative Analysis of Field and Slide Survey on Subjective Image of the Nightscape)

  • 안현태;문기훈;김정태
    • KIEAE Journal
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    • 제7권2호
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    • pp.31-37
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    • 2007
  • Despite of many supportive research to the usefulness of slide evaluation on environment of outdoor lighting, study method of using slides have provoked many discussions of its manifestation of reality of field conditions. This study aims to compare the results of slide survey with that of field survey. Distant view and short range view of nightscape of Seoul were selected. Field measurement of luminance and chromaticity were conducted and questionnaire survey were conducted. Frequency analysis, T-test, factor analysis were conducted. Results shows that distant view and short range view of field survey have better visual atmosphere than slide survey. In addition, slide survey on distant view shows lowest values. Difference between field survey and slide survey on distant view is much bigger than the results of short range view.

빅데이터 분석결과와 실증조사 결과의 비교 (Comparing the Results of Big-Data with Questionnaire Survey)

  • 김도관;신성윤
    • 한국정보통신학회논문지
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    • 제20권11호
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    • pp.2027-2032
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    • 2016
  • 스마트폰 보급의 확산과 데이터 저장 및 분석 기법의 발전은 빅데이터 관련 산업을 미래의 유망 산업으로 탈바꿈하게 만들었다. 마케팅 분야에서는 소셜 데이터를 분석하여 소비자의 니즈를 파악하고, 효과적인 마케팅의 수단으로 활용하고 있다. 빅데이터 분석이 불가능했던 시대에는 소비자를 이해하기 위해서는 소수의 소비자를 대상으로 하는 조사 및 실험에 의존할 수밖에 없었으며, 이러한 전통적인 시장조사 방법은 현재도 활용되고 있다. 빅데이터 분석과 전통적인 조사방법 모두 고객을 이해하는 중요한 방법이기는 하지만, 두 가지 방법을 통해 도출된 결과가 소비자의 트랜드에 대하여 유사한 시사점을 주는지는 확인할 필요가 있다. 이러한 점에서 본 연구에서는 화장품 브랜드를 대상으로 소셜 데이터 분석 결과와 소비자를 대상으로 하는 설문조사의 결과를 비교하고자 하였다. 연구 결과 두 가지 방법 모두 유사한 시사점을 제공하는 것으로 나타났다.

상권정보와 설문정보의 연계 분석 방법 (A Linked Analysis Method between Commercial district Information and Survey Information)

  • 이원철;강만수;김진호
    • 한국빅데이터학회지
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    • 제5권2호
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    • pp.29-42
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    • 2020
  • 소상공인은 우리나라 서민경제의 중요한 부분을 담당하고 있으나, 과다경쟁, 수익성 악화, 생활밀착형 업종편중 등의 어려움에 직면하고 있다. 이를 위해, 정부는 소상공인을 위한 상권분석서비스를 제공하고 있다. 그러나 다양한 기관에서 제공받은 데이터는 표준화되지 않고, 제한된 데이터로 서비스의 구성에 한계가 있다. 본 논문에서는 데이터의 정합성 문제를 해결하고, 데이터 분석서비스 확장을 위해 설문정보와 상권정보를 연계하여 분석하는 방법을 제안한다. 제안하는 연계 방법은 상권정보와 설문정보를 업종과 영역을 기준으로 동일 영역 연계, 설문 정보의 개별업체 중심 연계, 설문정보의 작은 영역과 상권의 큰 영역 연계의 세 가지 방법이다. 연계된 상권정보와 설문정보는 다양한 방법으로 활용되거나 분석서비스를 확대할 수 있다. 본 논문은 기존 상권분석 서비스의 한계 를 설문정보로 극복할 수 있는 방법을 제안하여 소상공인에게 필요한 상권분석 서비스를 확대할 수 있는 기반을 마련하였다.

근해통발조업의 안전향상 및 어로장비 개발을 위한 요인분석 (The analysis of questionnaire survey to develop advanced fishing gear and to improve safe fishing procedure for offshore pot fishery)

  • 안종갑;정금철;박유진;안영수
    • 수산해양기술연구
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    • 제57권4호
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    • pp.302-315
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    • 2021
  • In this study, factors such as improvement of a fishing process and safety, reduction of the labor force and headcount and development of the automation technology for offshore (eel and crab) pot fishing vessels were analyzed. A questionnaire survey was conducted to analyze and select the key factors using independent/paired sample t-test and correlation analysis, and a living lab was operated with ship owners, skippers and experts to discuss practical needs of the site. From the result of questionnaire survey and field requirements, it was possible to understand the level of awareness of ship safety, general safety equipment, fishing work process and fishing safety equipment from the point of view of the field. In addition, there were differences in the measurement results of each items because the working environment and experience were different according to the position of the ship owner and the skipper. The results of the questionnaire survey and various perceptions of field stakeholders were reflected when analyzing the fishing system and fishing process to choose the development equipment applicable to the field. From the analysis results, the selected development equipment based on the fishing equipment and process currently in operation are pot washing device, catch separation and fish hold injection device, length limit regulations and bait ejection device after use, automatic main line winding device, bait crusher, automatic (crab) pot hauling separator and so on.

체계화된 측정도구를 이용한 조사표 개선 모델 개발 및 적용 - 2014년 농업인의 업무상 질병 조사표 개선을 중심으로 - (Development and Application of the Questionnaire Improvement Model, Using Systematic Appraisal Tools - Improvement of the 2014 Korean Farmers' Occupational Disease and Injury Survey -)

  • 채혜선;이경숙;최동필;손정규
    • 농촌지도와개발
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    • 제23권3호
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    • pp.221-232
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    • 2016
  • This study aims to improve the Korean Farmers' Occupational Disease and Injury Survey (KFODIS), using the questionnaire improvement model, and systematic appraisal tools. The questionnaire improvement model comprises three stages: pretesting, redesign, and field-testing. The survey was evaluated by 13 expert reviewers, using a modified version of the Questionnaire Appraisal System (QAS-99). Based on the results of pretesting, survey questions were modified at a group meeting of experts. To identify potential issues with the improved survey questions, data were collected from 20 interviews and 31 respondents before behavior coding analysis was conducted. The questionnaire improvement model and systematic appraisal tools were useful in identifying, evaluating, and correcting miscommunication and other similar issues in the KFODIS.

축열조 공사의 위험분석지수 비교에 관한 연구 (A Study on the Comparison of the Indices of Hazard Analyses for the Construction of Heat Accumulator)

  • 이상욱;맹인영;이영섭
    • 한국안전학회지
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    • 제29권5호
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    • pp.166-171
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    • 2014
  • This study is conducted to compare three methods of hazard analyses and to propose the control for the accidents arising under construction of heat accumulator of group energy projects(co-generation plants). The analysis of fatal accidents and the Analytic Hierarchical Process(AHP) using by the questionnaire survey for the workers engaged in the construction of heat accumulator and the quantitative questionnaire survey of expert group has been carried out. In order to analyze the fatal accidents, the 115 cases of accidents from 2001 to 2012 published by Korean Occupational Safety and Health Agency(KOSHA) and workers suffered from industrial accidents are collected and analyzed. The AHP is applied and analyzed for 66 persons of the construction site managers, safety engineers and construction engineers and the questionnaire survey of expert group is carried out and analyzed for the 51 persons of contractors and construction inspectors. The analyses of the types of accidents and the jobs of the suffered workers and the hazardous construction processes which are occurred accidents frequently are shown. The results of the analysis of fatal accidents and the AHP as well as the questionnaire of expert group are shown similar results.