• 제목/요약/키워드: Two-stage cluster sampling

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Empirical Analysis on Rao-Scott First Order Adjustment for Two Population Homogeneity test Based on Stratified Three-Stage Cluster Sampling with PPS

  • Heo, Sunyeong
    • 통합자연과학논문집
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    • 제7권3호
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    • pp.208-213
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    • 2014
  • National-wide and/or large scale sample surveys generally use complex sample design. Traditional Pearson chi-square test is not appropriate for the categorical complex sample data. Rao-Scott suggested an adjustment method for Pearson chi-square test, which uses the average of eigenvalues of design matrix of cell probabilities. This study is to compare the efficiency of Rao-Scott first order adjusted test to Wald test for homogeneity between two populations using 2009 Gyeongnam regional education offices's customer satisfaction survey (2009 GREOCSS) data. The 2009 GREOCSS data were collected based on stratified three-stage cluster sampling with probability proportional to size. The empirical results show that the Rao-Scott adjusted test statistic using only the variances of cell probabilities is very close to the Wald test statistic, which uses the covariance matrix of cell probabilities, under the 2009 GREOCSS data based. However it is necessary to be cautious to use the Rao-Scott first order adjusted test statistic in the place of Wald test because its efficiency is decreasing as the relative variance of eigenvalues of the design matrix of cell probabilities is increasing, specially more when the number of degrees of freedom is small.

The Effect of Sharia Destination Image on Developing Post-Visit Behavior: A Case Study in Indonesia

  • MARLIZAR, Marlizar;LUBIS, Abdul Rahman;UTAMI, Sorayanti;CHAN, Syafruddin
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.959-969
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    • 2021
  • This study aims to develop new constructs and indicators for sharia destination image, and then examine its effects on perceived value, tourist satisfaction, and post-visit behaviour. Furthermore, it analyses the mediating role of perceived value and tourist satisfaction on relationship between sharia destination image and post-visit behaviour. The population were domestic and Malaysian Muslim tourists who visited Aceh during the study period. The sampling was carried out in two stages. The first stage involved selecting most visited districts. The second stage involved randomly selecting tourists who visit during the study period in the districts. Data was collected using a structured questionnaire with a Likert scale. Also, a total of 270 questionnaires were distributed to domestic and Malaysian tourists in Aceh. Cluster sampling was used to determine the sample area, and purposive sampling technique was used to determine the study sample. Furthermore, the data analysis technique is Structural Equation Modelling. The results showed that the sharia destination image has a significant effect on perceived value. Meanwhile, the perceived value significantly influenced tourist satisfaction and post-visit behaviour. In addition, the perceived value and tourist satisfaction can mediate the effects of sharia destination image, which has no direct effect on post-visit behaviour.

현대 도시의 주거생활양식 유형 분류에 관한 연구 (An Empirical Study on Classification of the Housing Lifestyle in Urban)

  • 최목화
    • 한국주거학회논문집
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    • 제2권1호
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    • pp.1-12
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    • 1991
  • The purpose of this study was to classify the types of housing life style. Housing life style was measured using four variables : furniture usage pattern, space usage pattern, family living pattern and heating system. A final Instrument was developed through the two stage pilot surveys. The respondents were 1,292 home-makers of the middle and high economic classes In Seoul and Daejeon, selected through stratified random sampling technique. Data were analyzed using SAS computer packages. The statistics used were frequency, percentage, Pear-3on`s correlation coefficient, Multiple Linear Regression, X2, and cluster analysis.The major findings were as follows : Five representative types of housing life style were found through cluster analysis. They were conventional minimum level life style, conventional optimum famiIy-centered life style, eclectic family-centered life style, contemporary optimum family - centered and contemporary so-cial, leasure-oriented life style.

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Bamboo Distribution Map for Planning the Development of Tourism Potential in Boon Pring Andeman Area

  • Farah, Devy Atika;Dharmawan, Agus;Novianti, Vivi
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • 제2권3호
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    • pp.144-152
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    • 2021
  • Sanankerto is one of pilot projects for tourism villages in Indonesia due to its natural tourism potential with a 24-ha bamboo forest located in Boon Pring Andeman area. However, the distribution of existing bamboo has never been identified or mapped. Thus, the mana gement is facing difficulty in planning and developing tourism potential as well as spatial management in the area. Therefore, the objectives of this study were to identify and analyze the structure of bamboo vegetation in the Boon Pring Tourism village an d to perform vegetation mapping. The type of research was descriptive exploratory with a cluster sampling technique (i.e., a two-stage cluster) covering an area of ± 10 ha. Bamboo vegetation analysis was performed by calculating diversity index (H'), evenness index (E), and Species Richness index (R). Data were collected through observation and interviews with local people and the manager to determine zonation division. Mapping of bamboo vegetation based on zoning was processed into thematic maps using ArcG is 10.3. Micro climatic factors were measured with three replications for each sub -cluster. Data were analyzed descriptively and quantitatively. Nine species of bamboo identified. Diversity, evenness, and species richness indices differed at each location. Activities of local communities, tourists, and manager determined the presence, number, and distribution of bamboo species. These bamboo distribution maps in three zoning (utilization, buffer, and core) can be used by manager for planning and developing natural tourism potential.

통합 칼리브레이션 가중치 산출 비교연구 (Integrated calibration weighting using complex auxiliary information)

  • 박인호;김수진
    • 응용통계연구
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    • 제34권3호
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    • pp.427-438
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    • 2021
  • 이단추출은 개체와 집락 단수준별 모집단 특성을 함께 추정할 수 있게 해준다. 단위수준별 보조정보가 함께 주어질 때, 단위수준별 정보 및 가중치 구성을 통합적으로 고려한 칼리브레이션 가중치를 산출한다면 단위수준별 특성은 물론 수준간의 다변량적 특성도 적절히 반영할 수 있을 것이다. 본 연구는 Estevao와 Särndal (2006)과 Kim (2019)이 고려한 통합 칼리브레이션 가중치 산출 방법에 대해 살펴보았다. 간단한 모의실험을 통해 기존의 통합 칼리브레이션 가중치 산출방법의 효율성을 비교하였다. 이 중 복합보조정보를 개체화한 후 단일단계의 칼리브리이션 조정으로 가중치를 산출하되 집락가중치가 집락 내 개체가중치 평균이 되도록 정의하는 방법과 단위수준별 보조정보를 이용한 수준별 칼리브레이션 조정을 상호 반복적으로 수행하되 집락가중치가 집락 내 개체가중도치 평균이 되도록 하는 방법이 조정전 가중치의 변동량을 크게 늘리지 않고도 수준간 다변량적 특성을 잘 반영할 수 있음을 확인할 수 있었다. 집락과 개체의 상호간 보조정보에 대한 총합추정의 적합도 측면에서 매우 양호하였고, 칼리브레이션 조정에 포함되지 않는 조사특성들의 총합추정에 대한 상대편향 및 상대 평균 제곱근 오차가 작게 나타났다.

중학생의 체격지수, 체형인지, 체형만족 및 섭식행동에 관한 남ㆍ녀간의 비교연구 (A Comparative Study on Gender Differences in BMI, Body Weight Perception, Body Weight Satisfaction and Eating Behavior in Middle School Students)

  • 허혜경;박소미;김기연;송희영;전은표
    • 보건교육건강증진학회지
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    • 제21권3호
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    • pp.53-66
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    • 2004
  • Purpose: To compare differences in BMI, body weight perception and satisfaction, and eating behavior by gender among middle school students. Methods: From 19 middle schools in W city four classes in two middle schools were selected by cluster sampling with multi-stage sampling. A structured questionnaire was answered by 143 adolescents. Results: Differences in BMI between boys and girls were significant (x$^2$=13.15, p=.00l). Boys reported higher ideal body weight than girls (t=6.33, p<.000l), and discrepancy between ideal body weight and body weight perception in girls was significantly greater than in boys(t=-5.0l, p<.0001). There was no significant gender difference in body weight perception but more boys were satisfied with their body weight(t=-4.48, p<.0001). Comparison of eating behavior showed that girls reported high scores in disinhibition (t=-2.29, p<.05) and hunger (t=-2.81, p<.01), while boys reported higher scores in cognitive restraints (t=3.22, p<.01). Conclusion: Interventions to help girls improve body image and satisfaction with body image are crucial. In order to establish proper diet habits and balanced nutritional status for adolescents, educational interventions should address characteristics of eating behaviors.

보건의료제도 변화에 대한 지역주민의 수용태도 분석 (A Study of Attitudes to Changed Health Care Delivery System in a Community)

  • 유승흠;손명세;박종연
    • Journal of Preventive Medicine and Public Health
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    • 제22권1호
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    • pp.162-168
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    • 1989
  • This study was conducted to analyse attitudes to a new health care system in a rural community. The specific purpose of this thesis was to classify attitudes to the patient referral system in Kangwha county, and to identify factors affecting the attitudes. Sampling was done by a multi-stage stratified cluster sampling method from the population. The data were collected in Kangwha county through a structured interview survey for two weeks in June, 1957. Attitudes to the patient referral system were classified into four types based upon answers to questions about awareness of the system, the recognition for the necessity of the system, and opinions on the improvement of the system. The four types of attitudes were active acceptance(10.2%), partial acceptance (27.2%), refusal(35.8%), and indifference(26.7%). The respondent's age, educational level, age of head of household, medical insurance fee, the number of ill family members, and the percentage of medical utilization by the family were the variables which affected the attitudes. The medical insurance fee, respondent's age, age of head of household, and the percentage of medical utilization by the family were the statistically significant discriminant factors of the four types of attitudes.

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방사선과 학생 임상실습 평가에 관한 연구 (A Study on Clinical Demonstration Assessment for the Radiotechnological Students of College in Korea)

  • 유병규;양한준;박영순
    • 대한방사선기술학회지:방사선기술과학
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    • 제22권1호
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    • pp.79-85
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    • 1999
  • This is an exploratory study to describe clinical demonstration patterns assessment and training-related problems(TRP) in Korea. A probability sample was drawn from Nation-Wide area by a multi-stage cluster sampling. This study in radiotechnological students of college over two years from 1997. Clinical demonstration patterns in this study involve a fundamental concept of radiotechnological students, a general notion of clinical demonstration, a rates of satisfaction in clinical demonstration, clinical demonstration patterns assessment, and training-related problems(TRP). High prevalence rates of clinical demonstration were found in male, students over twenty-four years old, those who perform at least hospital in college of medicine.

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어가경제조사 표본설계에 관한 연구 (A study on the sample design of the fishery household economy survey)

  • 김규성;전종우;박홍래
    • 응용통계연구
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    • 제8권2호
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    • pp.43-54
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    • 1995
  • 어가경제조사는 우리나라 어가의 어가경제 및 어업경영에 관한 사항을 조사하는 통계조사이다. 본 연구는 어가경제통계를 생산할 수 있는 표본설계를 제안한다. 연구의 기초 자료로 1990년 어업총조사 자료를 이용하였으며, 시.도별 통계를 위하여 시.도를 부차 모집단으로 하여 설계를 하였다. 표본은 층화 2단 추출을 하였으며, 층화를 위하여 어가소득의 소득함수를 추정하여 이용하였다. 어가의 소득은 선형 추정량을 이용하여 추정하였다.

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자녀와 학부모의 간접흡연예방 연계교육 프로그램의 효과 (The Effect of a Child-Parent Secondhand Smoke Prevention Program)

  • 신성례;정구철;김희수
    • 보건교육건강증진학회지
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    • 제28권3호
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    • pp.1-15
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    • 2011
  • Objectives: The purpose of this study was to investigate the effect of a child-parent secondhand smoke(SHS) prevention program(C-PSHSPP). Methods: The participants were parents whose children were attending daycare centers located in S city. The institutions were selected using two-stage cluster sampling and data were collected using a structured questionnaire. Descriptive statistics were performed using SPSS version 18.0. Results: Number of cigarettes smoked per day, rate of smoking when with child decreased significantly. Parental awareness on SHS and scores on changes of experiential process increased significantly. Conclusions: From these results, it is suggested that the C-PSHSPP has beneficial effects in decreasing parental daily smoking amount at the same time increasing parental awareness on SHS and importance of smoking cessation. Therefore, C-PSHSPP can be recommended as a SHS intervention program for preschool children.