Will take second module and work alone.
Introduction/Background:
Introduction/Background:
Engaging in nonviolent civil resistance can seem like a
daunting endeavor for many, especially in the face of harsh autocratic
governments. Literature explaining the efficacy of strategic nonviolent
resistance has shown that nonviolent campaigns are approximately twice as
likely to completely achieve stated objectives. Moreover, these trends in
nonviolent campaigns have been demonstrated to be increasing over time, in both
occurrence and success rates, suggesting the increasingly significant role
strategic nonviolence may play in global affairs; we have witnessed it in the
Arab Spring, and more recently in Hong Kong. It should also be noted that the
duration of nonviolent campaigns is positively correlated to partial success. These
are thought-provoking findings that challenged earlier literature that had highlighted
the success of violent campaigns.
Broadly speaking, strategic nonviolence employs a set of
tactics of centration and dispersion, e.g. strikes, protests, staying at home,
with mass participation removing the consent to be governed. Maria Stephan and
Erica Chenoweth point to this type of people power when it comes to the
determinants of success in nonviolent campaigns. Of the cases in their data,
every instance of a nonviolent campaign that had attained the active and
sustained participation of 3.5% of the population succeeded, with many
succeeding with less. They also found that the types of actors involved matter;
campaigns drawing from a wider set of societal actors appeared to be more
successful.
I plan to examine one of the aforementioned tactics—protests.
It seems intuitive that enhanced coordination and communication would be
critical to the success of strategic nonviolence. While there are numerous
observers of such matters pointing to social media as an enabler of
communication and coordination in protests, the discourse can occasionally appear
to lack structure. My goal, therefore, is to use social network analysis to closely
examine exactly how a coordinated, well-connected network of nonviolent
resistors can be structured. Once this analysis is complete, I hope to add
insights to the role of networks in fueling sustained protests and the
interplay between networks and critical mass theory. I would then hope to place
this study within the broader context of the strategy of nonviolence. At the
moment, my intention is to use the current protests in Hong Kong as a case
study.
Primary Question:
How is the twitter network which connects the Hong Kong
activists and observers structured and what types of actors are present? Do these
two factors seem to have influenced the duration/sustainability or success (complete
or partial) of the protests?
Hypothesis:
Sustained protests ought to have a well-connected and
distributed set of broadcasters, leaders, and access agents, beyond those
visible in the media. If Chenoweth and Stephan are correct in pointing out that
movements with cross-cutting participation among societal actors is true, we
may see a lack of diversity in the profile of key actors directly involved in
the protest (assuming they are mostly students). However, despite this
potential disadvantage, a well-connected and dispersed network may prove to overcome
this weakness.
Data:
In lieu of surveying protesters, I will examine connections
through twitter activity in order to track the flow of information and
structure of the twitter network for the protest. To do this I plan to examine the
most popular hashtags that have been used throughout the protests.
Methodology/Important Network Measures:
I plan to use Social Network Analysis to examine one-mode and two-mode networks of twitter users and hashtags. I plan to utilize centrality measures to get a sense of
whether there are key actors or leaders playing coordinating and informational
roles. Subgroup analyses would then allow me to get a sense of the integration
of the network. Throughout these analyses, I will also examine the attributes
of the actors in search of patterns. I hope to focus most on analyses of actors
actually in Hong Kong, not actors tweeting from elsewhere.
Conclusions:
This study will provide a different lens through which to
examine protests, along with theories such as critical mass. If the structure
and makeup of the networks appears to have positively influenced the
sustainability and success of the protests, this study will provide a structural
approach to increasing the chances of success of this type of nonviolent
tactic. It may also provide predictive insight into what social groups possess
the potential to form well-connected and effective protests.
1 comment:
I am very familiar with the literature on non-violent protests, and I think the HK protests and the SM activity surrounding them could yield some interesting insights. What's missing here is how SNA can be used to enhance already-existing methods of analysis to show diversity, and I mean diversity beyond identifying sources of tweets. What measures will you use, and what do you hypothesize they might tell you?
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