Select a
research journal that you believe is relevant for media technology research.
The journal should be of high quality, with an “impact factor” of 1.0 or above.
Write a short description of the journal and what kind of research it
publishes.
I selected
the journal “Social Networks – An International Journal of Structural
Analysis”, which is an interdisciplinary and international quarterly. The
journal has an impact factor of 2.000 and publishes theoretical and substantive
papers with a focus on social relations and associations that may be expressed
in network form. Main research fields are social behaviour, social networks and
social structure.
Select a
research paper that is of high quality and relevant for media technology
research. The paper should have been published in a high quality journal, with
an “impact factor” of 1.0 or above. Write a short summary of the paper and
provide a critical examination of, for example, its aims, theoretical framing,
research method, findings, analysis or implications.
Summary:
I chose the
research paper “Twitter users change word usage according to
conversation-partner social identity”. The authors Nadine Tamburrini, Marco
Cinnirella, Vincent A.A. Jansen and John Bryden investigated how people express
social identity on a social network. Former studies have shown that expression
of social identity is often strongly context dependent. This means that the
language which people use within social groups is showing a convergence of
behaviour. However, the former studies looked only at specific groups or social
situations on a relative small scale. Due to its network size and the publicly
accessible nature the research paper used the social network “Twitter” as
object of their analysis to gain a considerable statistical power. The research
paper asked if individuals shifted their linguistic behaviour according to
which social group they are messaging and if this level of language variation
for a community correlated with how strongly linked a community is within
itself. The data of online communities that the authors used came from a
previous study of the Twitter website (Bryden et al.,2013) and comprised
189.000 Twitter users. The authors found out that users adjust word usage
according to the community of their dialogue partner. Furthermore, they found
evidence that the more a group was isolated from the rest of the network the
more it showed linguistic convergence. These findings echoes other studies of
linguistic variation within and between groups and the idea that communities
may develop unique linguistic styles.
Critical
examination:
* Are the
data valid and reliable representations of the empirical reality they attempt
to capture?
The
research paper was based on data with a date range of January 2007 to November
2009. For a publication in January 2015 and due to the fast changing
environment of social networks the data could be more up to date in order to
get more reliable results.
* What is
the significance of this research?
According
to the authors the significance of this research is the scale at which this
study took place as previous have looked at convergence did not find
significance with sample sizes on a small scale. In my view the significance of
this research is not very significant as it only indicates that future studies
on social identity, social behaviour and cooperation are likely to prove
fruitful on large scale as the results were compatible with prior studies.
* What
might you have done differently?
I wouldn’t
have used Twitter as basis for this research paper as the messages are very
limited with a maximum of 140 characters. As Facebook has already implemented
its tagging function within comments in September 2009 an empirical analysis of
more current data with an increased expressiveness might have increased the
significance of the whole research paper.
1) Briefly explain to a first year
university student what theory is, and what theory is not.
Gregor
distinguishes five different types of theory. According to his nature of theory
in information systems there are the following types of theory existing:
1: theory
for analysing
2: theory
for explaining
3: theory
for predicting
4: theory
for explaining
5: theory
for design and action
However,
and as these distinctions might be not plausibly to a first year university
student I would describe theory as a mean to structure complexity and
abstractness in order to let phenomena of interests fall into patterns, resulting in a collection of results and conclusions.
2) Describe the major theory or theories
that are used in your selected paper. Which theory type (see Table 2 in Gregor)
can the theory or theories be characterized as?
The major
theory which was used in “Twitter users change word usage according to
conversation-partner social identity” is theory type I. “Analysis”. The
research paper provides a clear description of how people express social
identity at a large scale on a social network and its aim is to gain
statistical power. Furthermore, the paper demonstrates the power of methods
which analyse subtle human behaviour on social networks and thus it is never
leaving the thematic field of analysis and description.
3) Which
are the benefits and limitations of using the selected theory or theories?
In my view
the limitation of theory type I. “Analysis” is that the research only creates
the base, without creating new insights and perspectives. Thus, it is a
preliminary stage for the other theory types, except for theory type V. “Design
and Action”.
Due to its
sole focus on analysis and subsequent on description theory type I. can bring out
findings what have been undiscovered respectively unperceived. The concentration on investigating avoids an incomplete evaluation of a situation. Thus, it is maybe sometimes better to be master of one trade, and not a joker of all.