scholarly journals Balancing bias and burden in personal network studies

2022 ◽  
Vol 70 ◽  
pp. 16-24
Author(s):  
Marie Stadel ◽  
Gert Stulp
2021 ◽  
Author(s):  
Marie Stadel ◽  
Gert Stulp

Personal network data is increasingly used to answer research questions about the interplay between individuals (i.e., egos) and their social environment (i.e., alters). Researchers designing such data collections face a trade-off: When eliciting a high number of alters, study participation can be particularly burdensome as all data is obtained by surveying the ego. Eliciting a low number of alters, however, may incur bias in network characteristics. In the present study we use a sample of 701 Dutch women and their personal networks of 25 alters to investigate two strategies reducing respondent burden in personal network data collections: (1) eliciting fewer alters and (2) selecting a random subsample from the original set of elicited alters for full assessment. We present the amount of bias in structural and compositional network characteristics connected to applying these strategies as well as the potential study time gain for every possible network size (2 to 24 alters) as a proxy for respondent burden reduction. Our results can aid researchers designing a personal network study to balance respondent burden and bias in estimates for a range of compositional and structural network characteristics.


Field Methods ◽  
2010 ◽  
Vol 22 (3) ◽  
pp. 217-230 ◽  
Author(s):  
Daniela Golinelli ◽  
Gery Ryan ◽  
Harold D. Green ◽  
David P. Kennedy ◽  
Joan S. Tucker ◽  
...  

1993 ◽  
Author(s):  
Gregg Wilensky ◽  
Narbik Manukian ◽  
Joseph Neuhaus ◽  
Natalie Rivetti

2020 ◽  
Vol 64 (6) ◽  
pp. 765-783
Author(s):  
Jing Ye ◽  
Feinian Chen

Migrant domestic workers provide essential services to the families they live with, but they are not considered a part of the family. As a group, they are not well-integrated into the society and often suffer from social isolation. In this article, we explore the potential health buffering effects of their personal network, in terms of family and friendship ties in both the local community and their home country. Existing literature provides inconsistent evidence on who and what matters more, with regard to the nature, strength, and geographic locations of individual personal networks. Using data from the Survey of Migrant domestic Workers in Hong Kong (2017), we find that family ties are extremely important. The presence of family members in Hong Kong as well as daily contact with family, regardless of location, are associated with better self-reported health. Only daily contact with friends in Hong Kong, not with friends in other countries, promotes better health. We also find evidence that the protective effects of family and friends networks depend on each other. Those foreign domestic workers with families in Hong Kong but also maintain daily contact with friends have the best self-reported health among all.


2021 ◽  
Vol 13 (9) ◽  
pp. 4842
Author(s):  
Lisa-Marie Schröder ◽  
Vito Bobek ◽  
Tatjana Horvat

This paper deals with the topic area “female entrepreneurship,” and the research focuses on the determinants of female entrepreneurs’ business success and sustainability, together with their impact on Taiwan’s economic development. According to the Morgan Stanley Capital International (MSCI) and the Financial Times Stock Exchange (FTSE) classification, Taiwan can be considered an emerging economy. Various liberal and social theories and Hofstede’s cultural dimensions were analyzed to develop some hypotheses, including some relevant success factors connected to female entrepreneurship in Taiwan. The Global Entrepreneurship Monitor (GEM) and the Female Entrepreneurship Index (FEI) were relevant for the data analysis because the research was based on secondary data with 1098 observations, and a logistic regression model was performed. The factors of fear of failure and personal network correlated significantly to female entrepreneurs’ business success in Taiwan and the level of education had no significant correlation. Further research is recommended to include additional factors to achieve a higher accuracy of the model. A comparison of Taiwan with another region/country might also deliver some interesting insights.


2007 ◽  
Vol 12 (03) ◽  
pp. 275-293 ◽  
Author(s):  
JENNIFER SEQUEIRA ◽  
STEPHEN L. MUELLER ◽  
JEFFREY E. MCGEE

Theoretical models of entrepreneurship suggest that an individual's intention to start an enterprise is a strong predictor of eventual entrepreneurial action. Less understood are factors that influence the likelihood of entrepreneurial intentions and nascent behavior. In this study, we develop and test several hypotheses about how social network ties and self-efficacy affect entrepreneurial intentions and nascent behavior. We found that a personal network of supportive strong ties coupled with high entrepreneurial self-efficacy increases the likelihood of entrepreneurial intentions and nascent behavior. A personal network of weak ties with practical business knowledge and experience also increases the likelihood of entrepreneurial nascent behavior but not entrepreneurial intentions. In contrast, a personal network of strong ties with practical business knowledge and experience has little effect on either intentions or nascent behavior and may, in fact, suppress both. The contribution of this study to nascent entrepreneurship research and implications for future research are discussed.


2015 ◽  
Vol 104 ◽  
pp. e7-e11 ◽  
Author(s):  
Alecia J. Carter ◽  
Alexander E.G. Lee ◽  
Harry H. Marshall

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