Description data set for 2010 tutorial
This is a description of the data set collected by Andrea Knecht, used in the tutorial
Snijders, T.A.B., Steglich, C.E.G., and van de Bunt, G.G. (2010), Introduction to actor-based models for network dynamics, Social Networks 32, 44-60,
It is a small data set of dynamics of networks and behavior for which SIENA can provide estimates relatively quickly. The data were collected by Andrea Knecht. The full data set (see Knecht, 2008) contains a large number of classrooms - this is only one.
Download the data set.
This data is about a friendship network in a Dutch school class. The data were collected between September 2003 and June 2004 by Andrea Knecht, supervised by Chris Baerveldt, at the Department of Sociology of the University of Utrecht (NL). The entire study is reported in Knecht (2008). The project was funded by the Netherlands Organisation for Scientific Research NWO, grant 401-01-554.
The 26 students were followed over their first year at secondary school during which friendship networks as well as other data were assessed at four time points at intervals of three months. There were 17 girls and 9 boys in the class, aged 11-13 at the beginning of the school year. Network data were assessed by asking students to indicate up to twelve classmates which they considered good friends.
Delinquency is defined as a rounded average over four types of minor delinquency (stealing, vandalism, graffiti, and fighting), measured in each of the four waves of data collection. The five-point scale ranged from `never' to `more than 10 times', and the distribution is highly skewed. In a range of 1-5, the mode was 1 at all four waves, the average rose over time from 1.4 to 2.0, and the value 5 was never observed.
The friendship networks are in adjacency format in the
They are coded as follows.
a variable about delinquency for waves 1-2-3-4, coded as follows.
a variable about alcohol use,
but it refers only to waves 2-3-4.
the following four variables.
the variable "school advice", the assessment given at the
end of primary school about the school capacities
of the pupil
a variable indicating having gone
to the same primary school.
a variable indicating changing composition in the format
equired by RSiena.
klas12b.rNetwork dynamics, treating the pupil who left using the changing composition file (leaving immediately after wave 2).
RSiena setup files
(obsolete; can still be used in RSienaTest,
klas12b_net.csvNetwork dynamics, treating the pupil who left using the changing composition file (leaving immediately after wave 2).
klas12b_neta.csvNetwork dynamics, treating the pupil who left as missing data.
klas12b_netbeh.csvDynamics of networks and behavior, treating the pupil who left by structural zeros.
klas12b_netbeha.csvDynamics of networks and behavior, treating the pupil who left as missing data.
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