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are negotiated through ongoing social practices, that is, their interactions serve to define what a nerd is and how the various members of their group fit in this category.

      This concept of authenticity in an identity category can also be found in Jones (2011), who writes about the construction of an ‘(in)authentic lesbian’ identity within a lesbian women’s community of practice, in which ‘girly’ practices were deemed less authentic than ‘dykey’ ones.

      The community of practice framework has also been used to study online communities (Angouri 2016). Early research explicitly focused on the development of norms; Herring (2001, 622), in an article reviewing research on computer‐mediated communication, writes: ‘Over time, computer‐mediated groups develop norms of practice regarding “how things are done” and what constitutes socially desirable behavior; these may then be codified in “Frequently Asked Question” documents (FAQs …) and netiquette guidelines.’ Other aspects of research which make reference to norm development are within the area of pragmatics, looking at how (im)politeness expectations are negotiated in online contexts (e.g., Graham 2007; Locher 2010; Kavanagh 2016). (See chapter 4 for further discussion of pragmatics and politeness theory.)

      Another theme in research employing the community of practice framework and online contexts is the focus on the emergence of communities and the negotiation of individual identities with regard to community membership (Georgakopoulou 2006). For example, Cochrane (2017) examines how community‐building takes place through blogs of wheelchair users. There is increasing focus on online communities for language learning purposes, including networks of language teachers; see England (2018) for an overview of this for TESOL. (See also Eckert and McConnell‐Ginet 2007 for a further discussion of this aspect of communities of practice, i.e., the positioning of their members with relation to the world beyond the community of practice.)

      Another way of viewing how an individual relates to other individuals in society is to ask what social networks he or she participates in. That is, how and on what occasions does a specific individual A interact now with B, then with C, and then again with D? How intensive are the various relationships: does A interact more frequently with B than with C or D? How extensive is A’s relationship with B in the sense of how many other individuals interact with both A and B in whatever activity brings them together? In a situation in which A, B, C, D, and E are linked in a network, do they all have links to each other or are B, C, D, and E only linked to A but not each other? How people in a social network are linked to each other is one way of viewing social groups as defined by the kinds, frequency, and constellation of social interactions.

      In England multiplex social networks are said to be found at the extremes of the social‐class structure. Such networks indicate strong social cohesion, produce feelings of solidarity, and encourage individuals to identify with others within the network. In terms of language use, this means that distinct features are often preserved. On the other hand, middle‐class networks are likely to be loose and simplex; therefore, social cohesion is reduced and there are weaker feelings of solidarity and identity. Within such networks linguistic norms are less well enforced (Milroy 1980).

      The social networks of particular individuals are not fixed; they can change, just as the ways in which people speak can change over their lifetimes. People also belong to different networks of different strengths. The availability of computers, smart phones, and other devices has produced entirely new types of social networking which many people now use extensively, and there is now a body of research which looks at how these virtual networks function as speech communities (see Androutsopoulos 2006; Aitchison and Lewis 2003; and Akkaya 2014 for overviews of this research).

      Much linguistic behavior seems explicable in terms of network structure and we will see in chapter 5 how valuable the concept of ‘social network’ is when we consider matters of language variation and change (see Milroy and Llamas 2013 for additional details). One of the advantages of a social network approach to the study of social groups is that instead of dealing with abstract categories, it looks specifically at who interacts with whom, and how. In this way it is similar to community of practice research. As noted by Milroy and Gordon (2008, 119), these two methods differ primarily in method and focus: social network approaches look at the ties that foster innovation or the maintenance of linguistic norms, while community of practice research examines how these features are used within group interaction. We will return to this topic and to a discussion of studies employing these frameworks in chapters 5 and 6 as we continue to develop our ideas on language variation and sociolinguistic methodologies.

      Exploration 3.2 Social Networks

      Draw a quick version of your own social network – yourself and ten close friends or family members (don’t overthink this; this is not an actual social network analysis, merely an exercise to get us thinking about how these relationships work in our lives!). Use solid lines for strong ties, dotted lines for weak ties, and single and double lines for those you have infrequent versus frequent contact with.

      How would you describe your social network – loose, dense, multiplex or simplex? Looking at your own network, what predictions would you make about who you share the most linguistic features with, and why? (And do you think this is accurate?)

      Many of the ideas and issues involved in the study of speech communities, communities of practice, and social networks have been incorporated into the scholarship on language and identity. In chapter 1, we introduced the concept of identity as ‘the linguistic construction of membership in one or more social groups or categories’ (Kroskrity 2000, 111). Much of the literature on language and identity is based on the post‐structuralist idea that social practices

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