Abstract
This chapter examines adolescents’ friendship patterns from 6th through 12th grade, and investigates the impact on friendship networks of two transitions in the institutionalized life course, one from elementary to middle school and the other from middle to high school. Using information from 51 networks in 26 school districts, this study considers data from 13,214 students (PROSPER). Findings show that adolescent popularity and centrality tend to reach their maximum in early adolescence and then consistently decline until 12th grade. Results also demonstrate that both school transitions propel the process of declining centrality, by exacerbating the negative consequences to individual centrality. Furthermore, students who transition between 8th and 9th grade experience declines in social integration that persist until the end of high school. Thus, during the period of adolescence, people become less popular and are known by fewer people over time, and school transitions magnify these potentially problematic trends.
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Notes
- 1.
Due to the different ranges of each centrality measure (see Table 8.1), we normalize each measure of centrality and then scale the normalized values so that their minimum and maximum reflect those of indegree . This normalization technique is only used in Fig. 8.1 in order to better visualize how the overall trends in individual centrality relate to one another. When interpreting our findings, we will refer to the actual averages of each centrality measure which are presented in Table 8.2.
- 2.
In friendship data, measures of Bonacich centrality tend to be heavily skewed because popularity tends to be a rare phenomenon. Because of this skew, we transform our measures on Bonacich Centrality by using the following procedure: first, extreme outliers, or those with Bonacich scores above 3.25, were recoded to equal 3.25. Less than 0.1% of all cases reported scores this high, and this score was more than four standard deviations greater than the mean. After recoding, we took the square root of the updated parameter to reduce skew.
- 3.
In our data, variance for individual betweenness is highly dependent on network size (Osgood et al. 2013) and, like Bonacich centrality, the distribution tends to be positively skewed. With these issues in mind, we apply the following transformation to our betweenness measures: each original score is multiplied by the ratio of the individual’s network size to the mean size of the 51 total networks in our sample (mean = 214 students). Then, the cube root is taken of the result.
- 4.
Patterns of school transitions can be complex, and we consider only the modal prototypes for our sample (i.e., shifts from 6th to 7th and 8th to 9th grade). A larger sample of schools is needed to compare the possible influence of alternative configurations.
- 5.
Changes in missing data over time do not appear to account for the decline in network centrality, furthermore. The decrease in degree over time, for example, also is apparent in the number of names per respondent written down in the raw data, prior to coding of the names.
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Acknowledgments
The authors thank Duane Alwin and David Johnson for helpful comments on our work. This research was supported in part by the W.T. Grant Foundation (8316) and National Institute on Drug Abuse (RO1-DA08225; T32-DA-017629; F31-DA-024497), and uses data from PROSPER, a project directed by R. L. Spoth and funded by grant RO1-DA013709 from the National Institute on Drug Abuse. Support also came from the Pennsylvania State University and the National Science Foundation under an IGERT award # DGE-1144860, Big Data Social Science.
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Felmlee, D.H., McMillan, C., Inara Rodis, P., Osgood, D.W. (2018). The Evolution of Youth Friendship Networks from 6th to 12th Grade: School Transitions, Popularity and Centrality. In: Alwin, D., Felmlee, D., Kreager, D. (eds) Social Networks and the Life Course. Frontiers in Sociology and Social Research, vol 2. Springer, Cham. https://doi.org/10.1007/978-3-319-71544-5_8
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