• Title/Summary/Keyword: Snowball sampling

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Impact of snowball sampling ratios on network characteristics estimation: A case study of Cyworld (스노우볼 샘플링 비율에 따른 네트워크의 특성 변화: 싸이월드의 사례 연구)

  • Kwak, Hae-Woon;Han, Seung-Yeop;Ahn, Yong-Yeol;Moon, Sue;Jeong, Ha-Woong
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.10d
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    • pp.135-139
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    • 2006
  • Today's social networking services have tens of millions of users, and are growing fast. Their sheer size poses a significant challenge in capturing and analyzing their topological characteristics. Snowball sampling is a popular method to crawl and sample network topologies, but requires a high sampling ratio for accurate estimation of certain metrics. In this work, we evaluate how close topological characteristics of snowball sampled networks are to the complete network. Instead of using a synthetically generated topology, we use the complete topology of Cyworld ilchon network. The goal of this work is to determine sampling ratios for accurate estimation of key topological characteristics, such as the degree distribution, the degree correlation, the assortativity, and the clustering coefficient.

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Probability Sampling Method for a Hidden Population Using Respondent-Driven Sampling: Simulation for Cancer Survivors

  • Jung, Minsoo
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.11
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    • pp.4677-4683
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    • 2015
  • When there is no sampling frame within a certain group or the group is concerned that making its population public would bring social stigma, we say the population is hidden. It is difficult to approach this kind of population survey-methodologically because the response rate is low and its members are not quite honest with their responses when probability sampling is used. The only alternative known to address the problems caused by previous methods such as snowball sampling is respondent-driven sampling (RDS), which was developed by Heckathorn and his colleagues. RDS is based on a Markov chain, and uses the social network information of the respondent. This characteristic allows for probability sampling when we survey a hidden population. We verified through computer simulation whether RDS can be used on a hidden population of cancer survivors. According to the simulation results of this thesis, the chain-referral sampling of RDS tends to minimize as the sample gets bigger, and it becomes stabilized as the wave progresses. Therefore, it shows that the final sample information can be completely independent from the initial seeds if a certain level of sample size is secured even if the initial seeds were selected through convenient sampling. Thus, RDS can be considered as an alternative which can improve upon both key informant sampling and ethnographic surveys, and it needs to be utilized for various cases domestically as well.

The Measurement of Individual-level and Community-level Community Capacity and their Association with Self-Rated Health Status: A Comparison of D-gu and Y-gu in Seoul (개인 및 조직 수준에서의 지역사회 역량 측정과 주관적 건강 수준과의 관계 분석: 서울시 D구와 Y구의 비교)

  • Jung, Min-Soo;Cho, Byong-Hee
    • Korean Journal of Health Education and Promotion
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    • v.29 no.1
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    • pp.39-57
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    • 2012
  • Objectives: This study was to measure community capacity using individual-level and organizational-level capacity indicators and illuminated the relationship of community capacity and self-rated health status in two regions in Seoul, Korea. Methods: The data from individual surveys were obtained by quota sampling the residents of two autonomous gu in Seoul (N=1,000). The data from organizational surveys were obtained by snowball sampling lists of organizations in the possession of gu offices with a sampling frame (N=153). The survey tools were 6 indicators regarding residents' social capital and a sense of community and 5 indicators regarding community-based organizations and their networks. The analysis methods consisted of the effect of the components of capacity on health status and social network analysis. Results: As for capacity on individual levels, while D-gu was mainly developed inn individual capacity in terms of social interaction, Y-gu was stronger in a sense of community and cohesion among residents. As for capacity on organizational levels, Y-gu was more developed than was D-gu in associational networks. Conclusion: It is necessary to develop health promotion program per community and to strengthen partnerships with and among grassroots organizations based in local communities through the measurement of community capacity.

The Trends in Research on the Health of North Korean Refugees (북한이탈주민의 건강 관련 연구 동향)

  • Lim, Hyun-Ju;Lee, Guna;Yang, Sook-Ja
    • Research in Community and Public Health Nursing
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    • v.28 no.2
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    • pp.144-155
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    • 2017
  • Purpose: This study aims to identify the general characteristics, subjects, and methods of research on the health of North Korean refugees through a systematic literature review. Methods: A total of 140 studies on health were reviewed using the analytical framework developed by the researchers. Results: The quantitative research comprised 90.7% of the studies, whereas the qualitative research were 7.9% of them. Approximately 81.4% of those reviewed have publication dates spanning 2006 to 2015. Only 13.6% of the studies were conducted with the approval of an institutional review board. The subjects of studies were psycho-social health (151.8%), behavioral health (28.5%), cognitive health (15.0%), physical health (12.2%), integrated health (7.8%), and spiritual health (2.8%). Within the quantitative studies reviewed, the most commonly used study design was survey research (86.0%). The two sampling methods used most often were convenience sampling (53.5%) and snowball sampling (19.4%), and the most commonly used data-collection method were questionnaires (94.6%). As for the qualitative studies, the most commonly used study design was phenomenology. Conclusion: The results suggested that the reviewed studies focused on physical health more than psycho-social health, and physiological measurement more than questionnaires. Ethical considerations need to be expanded.

Adoption Process of Chinese Students to Korean Food Based on Residence periods (중국유학생의 거주기간에 따른 한국음식 확산)

  • Han, Kyung Soo;Min, Ji Eun
    • Journal of the Korean Society of Food Culture
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    • v.34 no.4
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    • pp.411-423
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    • 2019
  • This study conducted qualitative research through in-depth interviews on the diffusion process of Korean food in accordance with the length of residence of Chinese students in Korea. As the analysis method, the qualitative analysis method such as NVivo12.0 was used, and the analysis was performed through word frequency, word cloud, and coding matrix. The images of taste of Korean food were revealed as 'Spicy', 'Sweet', and 'Light taste' by both short-term Chinese residents and long-term Chinese residents. The long-term Chinese residents showed their dissatisfaction with the institutional food, and they also pointed out the importance of the matter of cooking for quick adaptation to life in Korea. The long-term Chinese residents also thought of Korean food as 'High-fiber food', and this was influenced by the 'Less-oil' cooking method of Korean food, which is different from the cooking method of Chinese food. The length of residence was used as a main variable of this study, and it was one of the factors having positive effects on the diffusion of Korean food and acculturation. It would be difficult to generalize the results because this study used the convenience sampling method and snowball sampling.

An Empirical Investigation of Factors Influencing Innovation and Organizational Performance among Logistics and Supply Chain Organizations in Thailand

  • Rawin VONGURAI
    • Journal of Distribution Science
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    • v.22 no.2
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    • pp.1-10
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    • 2024
  • Purpose: As Thailand endeavors to solidify its position in the global supply chain, unraveling the determinants of innovation and performance becomes imperative for sustained competitiveness. This research delves into the multifaceted landscape of logistics and supply chain organizations in Thailand, aiming to identify and understand the key factors that significantly influence innovation and organizational performance in this dynamic sector. Research design, data, and methodology: A questionnaire is developed to survey to 400 employees who have at least one-year experience in selected ten logistics and supply chain organizations in Thailand. The sampling techniques involved judgmental, convenience and snowball sampling. Confirmatory Factor Analysis (CFA) and Structural Equation Modeling (SEM) were employed to assess and validate the model's adequacy and to conduct hypothesis testing. Results: The findings reveal that ICT use significantly influenced entrepreneurial orientation and innovation but has no significant influence on organizational performance. Additionally, innovation was significantly influenced by collective entrepreneurship but not by entrepreneurial orientation. Finally, innovation significantly influenced organizational performance. Conclusions: The study concludes with actionable insights for logistics and supply chain organizations in Thailand. This research serves as a valuable resource for practitioners, policymakers, and researchers seeking to advance the understanding of organizational dynamics in this critical industry.

Gemas: Enhancing the Distribution of Integrated Eco-Friendly Marketing Strategies towards Digital Transformation and Global Competitiveness

  • Diana AQMALA;Febrianur Ibnu Fitroh Sukono PUTRA
    • Journal of Distribution Science
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    • v.22 no.5
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    • pp.39-57
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    • 2024
  • Purpose: Various policies continue to be strengthened to develop Micro, Small and Medium Enterprises (MSMEs), which have a strategic role in the economy through the pillars of corporatization, capacity and financing to support strong and inclusive economic growth. Efforts to transform MSMEs marketing strategies are undertaken through eco-friendly digitalization to increase resilience and more productive and innovative capacity. Research design, data and methodology: This research is an exploratory qualitative approach taken to investigate the transformation of eco-friendly marketing strategies for MSMEs to increase competitiveness at the global level. The samples obtained were 425 MSMEs assisted by the DKI Jakarta, Bali, Java, Borneo, and Sumatera. The data collection technique used non-probability sampling (snowball sampling). Data is analyzed through collection, reduction, analysis, validity testing, presentation and conclusion. Results: This research shows the transformation of eco-friendly digital-based MSME marketing strategies occurred through four stages, namely production and institutional activities, expanding market share, digitalization and financing, and export market access. Conclusions: Eco-friendly digital transformation allows MSMEs competencies to be refined to improve business processes and business competitiveness at the international level. The contribution of this marketing strategy transformation is expanding MSMEs access to financial institutions (fintech), marketplaces, and QRIS (QR Code Indonesian Standard) digital payments.

Examining Organizational Factors Impacting IoT Implementation, Production, Services, and Performance in the Thai Manufacturing and Distribution Sector

  • Krisana KITCHAROEN
    • Journal of Distribution Science
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    • v.22 no.4
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    • pp.23-35
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    • 2024
  • This study investigates the organizational factors including firm size, adaptive capability, absorptive capability, innovative capability, and executive support to determine internet of things, production and services, and organizational performance. Research design, data, and methodology: A quantitative methodology was employed, involving the distribution of surveys to 460 employees occupying managerial and strategic roles. These individuals have accrued a minimum of one year of experience within 20 leading manufacturing and distribution companies in Thailand, each boasting a workforce exceeding 250 employees. Sampling techniques utilized encompass judgmental, quota, and snowball sampling. Furthermore, analysis of the data was conducted through Confirmatory Factor Analysis (CFA) and Structural Equation Model (SEM). Results: The findings indicate that factors such as firm size, adaptive capability, absorptive capability, and innovative capability exert significant influence on the Internet of Things (IoT). In addition, IoT significantly impacts both production and services. Furthermore, the study highlights the significant influence of production and services on organizational performance. However, the anticipated relationship between executive support and IoT lacks support according to the results. Conclusions: This study highlights the transformative potential of IoT for the manufacturing and distribution sector, paving the way for enhanced efficiency, competitiveness, and sustainability in a rapidly evolving business landscape.

Effects of Nursing Teacher's Efficacy and Professionalism on Childhood Curriculum Performance (어린이집 보육교사의 효능감, 전문성에 대한 인식이 보육과정 수행에 미치는 영향)

  • Kim, Myoung Soon;Shin, Yoon Seung;Chae, Eun Wha
    • Korean Journal of Child Studies
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    • v.37 no.2
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    • pp.43-56
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    • 2016
  • Objective: This study examined the effect of early childhood teachers' perceptions of teacher efficacy and professionalism, which are personal traits, when administering the National Childcare Curriculum. Methods: Using snowball sampling, data were collected from 266 childcare center teachers in the nation and were analyzed using one-way analyses of variance and multiple regression using SPSS 14.0. Results and Conclusion: The findings are as the following: First, teacher efficacy was not significantly different among teachers by age, teaching experience, education, and childcare center type. Second, teacher efficacy was significantly related to the perception of their professionalism. Lastly, teachers' perceptions of teacher efficacy and professionalism explained significantly the variance in teachers' performance when administering the National Childcare Curriculum.

The Factors Related to the Marital Satisfaction of the Foreign Wives who Live in Small Town (중소도시 여성결혼이민자의 결혼만족도에 영향을 미치는 변인에 관한 연구)

  • Kim, Eun-Kyung
    • Journal of Families and Better Life
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    • v.26 no.6
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    • pp.83-94
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    • 2008
  • The purpose of this study was to identify what factors are associated with marital satisfaction of the foreign wives who live in small town. Data for the study were based on a snowball sampling of 101 foreign wives who married to Korean husbands and had residence in Changwon and Masan city, Gyeongnam, Korea. The respondents reported higher levels of marital satisfaction and lower levels of marital hardship. To identify the variables affecting marital satisfaction, a regression analysis was conducted. Independent variables included age difference, educational difference, monthly income, conformity of information about husband, marital hardship, relationship with parents-in-law and taking class with husband. While conformity of information about husband, marital hardship and taking class with husband had strong effects on marital satisfaction of the foreign wives, age difference, educational difference, monthly income and relationship with parents-in-law didn't show the significant effects on the marital satisfaction of the foreign wives.