• 제목/요약/키워드: Statistics Attribute

검색결과 95건 처리시간 0.025초

층화 혼합 승법 양적속성 확률화응답모형 (A Stratified Mixed Multiplicative Quantitative Randomize Response Model)

  • 이기성;홍기학;손창균
    • Journal of the Korean Data Analysis Society
    • /
    • 제20권6호
    • /
    • pp.2895-2905
    • /
    • 2018
  • Lee(2016a)는 Bar-Lev et al.(2004)의 모형에 무관한 변수를 추가하여 민감한 변수, 변환된 변수 그리고 무관한 변수 중에서 확률장치에 의해 선택된 질문에 응답하도록 하는 승법 양적 확률화응답모형을 제안하였다. 본 연구에서는 Bar-Lev et al.(2004)이 제안한 강요 양적속성 승법모형에 무관한 변수와 강요응답을 새롭게 추가한 혼합 승법 양적속성 확률화응답모형을 제안하였다. 그리고 무관한 변수에 대한 정보를 아는 경우와 모르는 경우로 나누어 민감한 양적속성을 추정할 수 있는 이론적 체계를 구축하였다. 또한, 모집단이 층화되어 있을 때에도 제안한 모형의 적용이 가능하도록 층화 혼합 승법 양적속성 확률화응답모형으로 확장하였고 층화추출에 있어서 비례배분과 최적배분 문제를 다루었다. 마지막으로 기존의 승법모형인 Eichhorn-Hayre(1983) 모형, Bar-Lev et al.(2004) 모형, Gjestvang-Singh(2007) 모형, Lee(2016a) 모형이 제안한 혼합 승법 양적속성 확률화응답모형의 특수한 형태임을 확인할 수 있었고, Bar-Lev et al.(2004) 모형과의 효율성 비교 결과 $C_x$값이 작을수록 그리고 $C_z$값이 클수록 제안한 혼합 승법 양적속성 확률화응답모형이 Bar-Lev et al.(2004)의 모형보다 효율적이었다.

기술수용모델 기반 스마트폰 지속사용의도에 미치는 영향 (Factors Influencing on Continuous Usage Intention of Smartphone Based on the TAM (Technology Acceptance Model))

  • 남수태;진찬용
    • 한국정보통신학회논문지
    • /
    • 제21권11호
    • /
    • pp.2076-2082
    • /
    • 2017
  • 우리나라 스마트폰 이용자는 경제활동 인구의 99% 이상 대부분이 사용하고 있으며 초기 형성단계를 지나 포화상태에 도달한 것으로 전문가들은 내다보고 있다. 본 연구는 지배적 디자인 속성이 스마트폰 사용자의 지속사용의도에 미치는 영향을 알아보고자 하였다. 예측변수로는 확장 기술수용모델에서 제시된 인지된 유용성, 인지된 사용 용이성을 선택하였고 지배적 디자인 속성을 매개 조절변수로 선택하여 개념모델을 완성하였다. 연구대상은 부산경남과 익산전북지역에 거주하는 스마트폰 사용자 135명이며 설문을 통해 기초 데이터를 수집하였다. 인구통계학적인 분석은 IBM SPSS Statistics 19로 하였고 Smart PLS를 사용하여 확인적 요인분석과 변수 간의 인과관계에 대한 경로분석을 실시하였다. 분석결과 지속사용의도에 이르는 모든 경로가 유의미한 영향을 미치는 것으로 나타났다. 또한 지배적 디자인 속성이 태도를 매개하여 조절할 때 지속사용의도는 76% 설명력을 가지는 것으로 나타났다.

기술수용모델 기반 스마트폰 지속사용의도에 미치는 영향 (Factors Influencing Intention of Continuous Use of Smartphone Users based on the TAM (Technology Acceptance Model))

  • 남수태;김도관;진찬용
    • 한국정보통신학회:학술대회논문집
    • /
    • 한국정보통신학회 2017년도 추계학술대회
    • /
    • pp.142-145
    • /
    • 2017
  • 우리나라 스마트폰 이용자는 경제활동 인구의 99% 이상 대부분이 사용하고 있으며 초기 형성단계를 지나 포화상태에 도달한 것으로 전문가들은 내다보고 있다. 본 연구는 지배적 디자인 속성이 스마트폰 사용자의 지속사용의도에 미치는 영향을 알아보고자 하였다. 예측변수로는 확장 기술수용모델에서 제시된 인지된 유용성, 인지된 사용 용이성을 선택하였고 지배적 디자인 속성을 매개변수로 선택하여 개념모델을 완성하였다. 연구대상은 부산경남과 익산전북지역에 거주하는 스마트폰 사용자 150명이며 설문을 통해 기초 데이터를 수집하였다. 인구통계학적인 분석은 IBM SPSS Statistics 19로 하였고 Smart PLS를 사용하여 확인적 요인분석과 변수 간의 인과관계에 대한 경로 분석을 실시하였다. 분석결과 모든 경로가 유의미한 영향을 미치는 것으로 나타났다. 결과를 바탕으로 연구의 한계와 시사점을 제시하고자 한다.

  • PDF

단순집락추출법에 의한 양적속성의 무관질문모형 (Unrelated question model with quantitative attribute by simple cluster sampling)

  • 이기성;홍기학
    • 응용통계연구
    • /
    • 제11권1호
    • /
    • pp.141-150
    • /
    • 1998
  • 본 논문에서는 매우 민감한 조사에서 모집단이 양적속성을 갖는 여러 개의 집락으로 구성되어 있을 때, 집락을 추출단위로 하는 단순집락추출법에 양적속성의 무관질문모형을 적용하였다. 그리고, 일정한 비용하에서 분산을 최소로 하는 집락의 크기와 표본집락의 수의 최적값을 구하여 최소분산의 형태를 도출하였다. 또한, 제안한 단순집략추출법에 의한 무관질문모형과 단순임의 추출법에 의한 무관질문모형과의 효율성을 비교해 보았다.

  • PDF

A Study on Estimates for the Proportion in the Sample Survey with the Nonresponse

  • Lee, Kay O.;Park, Sung H.
    • Journal of the Korean Statistical Society
    • /
    • 제8권1호
    • /
    • pp.3-14
    • /
    • 1979
  • When we estimate the population proportion of the individuals in the population for the attribute or the characteristic, we consider the sample survey. We can consider many methods of the sample survey, as mail questionnaire, visits, personal calls, etc. When we have the list of units in the population, we usually make use of the mail questionnaire. It is economical and free from the investigator's effect on the respondent, but it has some objections. The principal objection is that it involves a large nonresponse rate that might cause a singificant bias in the result. The bias arises from the different in the characteristics under investigation between those who respond and those who do not respond.

  • PDF

유아의 성별에 따른 억제 성향 정도가 유치원 적응에 미치는 영향 : 사회적 특성·정서지능의 매개 효과 검증 (Effects of Inhibition on Preschool Adjustment : Social Characteristics and Emotional Intelligence)

  • 임원신;민성혜
    • 아동학회지
    • /
    • 제28권2호
    • /
    • pp.155-174
    • /
    • 2007
  • This study explored effects of inhibited behavior on preschool adjustment and mediating effects of social characteristics and emotional intelligence on the relationship between inhibited behavior and preschool adjustment. The Inhibition Questionnaire (Park, 1998), The Social Attribute Checklist (Min, 1997), Emotion Questionnaire (Lee, 1997) and The Preschool Adjustment Questionnaire (Kim, 1996) were administered to 602 preschoolers (322 boys, 280 girls, 4-5 years of age). Descriptive statistics and hierarchical regression analysis were performed. Gender differences in adaptation to preschool by inhibited children were affirmed by results showing that inhibited boys have more difficulties adapting to preschool than inhibited girls. Social characteristics and emotional intelligence had mediating effects on the relationship between inhibited behavior and preschool adjustment.

  • PDF

A Modified Single Sampling Plan for the Inspection of Attribute Quality Characteristics

  • Subramani, J.;Balamurali, S.
    • Industrial Engineering and Management Systems
    • /
    • 제15권1호
    • /
    • pp.41-48
    • /
    • 2016
  • In this manuscript, a modified single sampling plan is proposed for the inspection of products in which the nonconforming items can be classified in to two categories namely critical and non-critical; and explained with the help of industrial example. The operating procedure of this plan is also proposed and the performance measures such as the probability of acceptance, average sample number, average total inspection and average out going quality are also derived. The optimal parameters are determined which will have minimum sample size. The efficiency of the proposed plan is also discussed over the conventional single sampling plan. The extensive tables for selecting a modified single sampling plan based on AQL and LQL are provided for both Binomial and Poisson distributions and explained with the help of industrial data.

Agenda Setting between the Public and Government on Weibo: The Case of Shanghai Lockdown during the COVID-19 Epidemic

  • Weiwen Yu
    • Journal of Contemporary Eastern Asia
    • /
    • 제22권2호
    • /
    • pp.39-58
    • /
    • 2023
  • This study examined China's public and government agenda setting in response to the Shanghai lockdown due to the COVID-19 pandemic. It employed content analysis, correlation, and Granger's causality tests to analyze 1,717 Weibo posts published by the public and the Shanghai Municipal Government from March 12 to June 1, 2022. The results showed that (1) pandemic statistics were the central attribute in the government agenda, while civil life, community management, and government and policies were the central attributes in the public agenda; (2) the government's agenda unidirectionally influenced the public agenda in terms of government policy attributes; and (3) the government and public agendas reciprocally influenced each other in terms of economic attributes. This study contributed to the existing literature by examining agenda-setting dynamics in a city closure event during the COVID-19 epidemic. It also extended existing methods by modeling implicit relationships between attributes in the public and government agendas.

Relationship Between Taekwondo Information Website attributes, Website Immersion, and Website Attitude

  • Gyu-Sun Moon
    • International journal of advanced smart convergence
    • /
    • 제12권4호
    • /
    • pp.344-352
    • /
    • 2023
  • The purpose of this study is to empirically grasp the relationship between website immersion and website attitude by the attribute factors of the Taekwondo information website and provide it as basic data for effective operation of the Taekwondo information website. The subjects of this study were Taekwondo athletes enrolled in high schools and universities affiliated with the Korean Taekwondo Association, and the sampling method was sampled using the convient sampling method, a non-probability sampling method. Of the 820 questionnaires finally obtained, 789 were processed using PASW Statistics 20.0 and AMOS, except for 31 that were deemed to have poor respondents' contents or were not valuable as data. For data analysis, the statistical analysis techniques used in this study were frequency analysis, factor analysis, Cronbach's α test, correlation analysis, and structural equation model analysis (SEM), and the significance level of the research hypothesis was α=.It was verified at 05. The following conclusions were drawn through such research methods and procedures. First, information, entertainment, structure, cognition, searchability, and connectivity of Taekwondo information website attributes affect website immersion. Second, website immersion is affecting website attitudes.

컨조인트 분석을 이용한 관여도에 따른 한식당 선택 속성 (Selection Attributes of Korean Restaurants Based on the Level of Involvement Using Conjoint Analysis)

  • 정상영;정라나
    • 한국식품조리과학회지
    • /
    • 제29권5호
    • /
    • pp.553-562
    • /
    • 2013
  • The purpose of this study was to analyze the key factors considered important by customers in the selection of a Korean restaurant through the use of conjoint analysis techniques. A total of 400 questionnaires were distributed over a 2-week period in October 2011, of which 354 were completed (88.5%). Statistical analysis was then carried out using the Windows 18.0 Statistics package. The research was based on the analysis of two target areas - daily meals and special purpose meals. Responses were measured by using Zaichkowsky's Personal Involvement Inventory (PII) and a 7-point Likert Scale. Overall it was found that in all areas of the results regarding the involvement related analyses, daily meals scored lower than special purpose meals. This implied that the choice of daily meals is more applicable to customers with a low level of involvement, whereas high-involvement customers were more likely to focus on special purpose meals. The analysis of high-involvement customers revealed that the quality of food, price, service quality and physical environment, in order of priority, were the most important factors in selecting a restaurant. The use of the optimum attribute combination revealed the following results: delicious food (0.601); friendly staff (0.170); clean restaurant (0.191); price of 20,000 won (-0.513). Furthermore, low-involvement customers considered the following factors as important when selecting a Korean restaurant: quality of food, followed by price, physical environment and service quality in that order. In this instance, the optimum attribute combination showed the following outcomes: tasty food (0.645); friendly staff (0.418); clean restaurant (0.365); price of 5,000 won (-0.847). These results indicated the importance of developing a marketing plan which was based specifically on a customer's involvement level, focusing on their main selection criteria when choosing a Korean restaurant.