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University of Southern California
1.
Hou, Jinghui.
Leveraging social normative influence to design online
platforms for healthy eating.
Degree: PhD, Communication, 2015, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/556989/rec/3814
► Recent literature suggests that the social normative approach is one of the most influential yet underexplored areas on food consumption decisions. This dissertation project advances…
(more)
▼ Recent literature suggests that the social normative
approach is one of the most influential yet underexplored areas on
food consumption decisions. This dissertation project advances this
area by testing how two distinct types of social norms, information
cued through the direct decision-making environment that conveys
norms about how other people have behaved (descriptive norms) and
what they think is appropriate to do (injunctive norms), influence
food intake decisions. Study I examined the intervening
psychological processes involved in responding to each type of
social norms, and assessed the differential effects of
self-regulation resources on the likelihood of conforming to the
two norms in a controlled laboratory experiment (N = 139).
Moreover, following the nudge approach, this project probes how to
implement cost-effective nudges in technology-mediated environments
to influence food consumption decisions. Study II tested two
technology-based nudges, anchor setting and normative feedback, in
an online food ordering website using a field experiment (N = 93).
❧ Across our studies, our primary findings are that descriptive
norms cued through the immediate environment in which food
consumption decisions are made function as anchoring heuristics. In
other words, people depend on others’ consumption volume as anchors
to which they match their own intake. Conformity to descriptive
norms is moderated by the level of self-regulation resource such
that people are more responsive to descriptive norms of others’
consumption quantity in the state of ego depletion. Moreover,
adherence to descriptive norms can be fostered using personalized
comparison feedback made saliently to the immediate technology
environment. Employing technology-based nudges of setting an
initial low anchor combined with providing comparison feedback can
potentially lead people to order and consume less food. Finally,
similar to other types of environmental factors, descriptive norms
inferred from the environment operate in nudging people’s intake
decisions without people being aware of their
influence.
Advisors/Committee Members: McLaughlin, Margaret L. (Committee Chair), Monge, Peter R. (Committee Member), Wood, Wendy (Committee Member).
Subjects/Keywords: descriptive norms; food consumption decisions; environmental cues; anchoring heuristics; ego depletion; technology-based nudge; personalized comparison feedback
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Chicago ·
MLA ·
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APA (6th Edition):
Hou, J. (2015). Leveraging social normative influence to design online
platforms for healthy eating. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/556989/rec/3814
Chicago Manual of Style (16th Edition):
Hou, Jinghui. “Leveraging social normative influence to design online
platforms for healthy eating.” 2015. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/556989/rec/3814.
MLA Handbook (7th Edition):
Hou, Jinghui. “Leveraging social normative influence to design online
platforms for healthy eating.” 2015. Web. 17 Jan 2021.
Vancouver:
Hou J. Leveraging social normative influence to design online
platforms for healthy eating. [Internet] [Doctoral dissertation]. University of Southern California; 2015. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/556989/rec/3814.
Council of Science Editors:
Hou J. Leveraging social normative influence to design online
platforms for healthy eating. [Doctoral Dissertation]. University of Southern California; 2015. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/556989/rec/3814

University of Southern California
2.
Margolin, Drew Berkley.
The evolution of social and semantic networks in epistemic
communities.
Degree: PhD, Communication, 2012, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/202867/rec/6704
► This study describes and tests a model of scientific inquiry as an evolving, organizational phenomenon. Arguments are derived from organizational ecology and evolutionary theory. The…
(more)
▼ This study describes and tests a model of scientific
inquiry as an evolving, organizational phenomenon. Arguments are
derived from organizational ecology and evolutionary theory. The
empirical subject of study is an epistemic community of scientists
publishing on a research topic in physics: the string theoretic
concept of “Dbranes.” ❧ The study uses evolutionary theory as a
means of predicting change in the way members of the community
choose concepts to communicate acceptable knowledge claims. It is
argued that the pursuit of new knowledge is risky, because the
reliability of a novel knowledge claim cannot be verified until
after substantial resources have been invested. Using arguments
from both philosophy of science and organizational ecology, it is
suggested that scientists can mitigate and sensibly share the risks
of knowledge discovery within the community by articulating their
claims in legitimate forms, i.e., forms that are testable within
and relevant to the community. ❧ Evidence from empirical studies of
semantic usage suggests that the legitimacy of a knowledge claim is
influenced by the characteristics of the concepts in which it is
articulated. A model of conceptual retention, variation, and
selection is then proposed for predicting the usage of concepts and
conceptual co-occurrences in the future publications of the
community, based on its past. Results substantially supported
hypothesized retention and selection mechanisms. Future concept
usage was predictable from previous concept usage, but was limited
by conceptual carrying capacity as predicted by density dependence
theory. Also as predicted, retention was stronger when the
community showed a more cohesive social structure. Similarly,
concepts that showed structural signatures of high testability and
relevance were more likely to be selected after previous usage
frequency was controlled for. By contrast, hypotheses for variation
mechanisms were not supported. Surprisingly, concepts whose
structural position suggested they would be easiest to discover
through search processes were used less frequently, once previous
usage frequency was controlled for. ❧ The study also makes a
theoretical contribution by suggesting ways that evolutionary
theory can be used to integrate findings from the study of science
with insights from organizational communication. A variety of
concrete directions for future studies of social and semantic
network evolution are also proposed.
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Fulk, Janet (Committee Member), Valente, Thomas W. (Committee Member).
Subjects/Keywords: evolutionary theory; semantic network; semantic evolution; social network; epistemic communities; variation; selection; retention; organizational evolution; scientometrics
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Margolin, D. B. (2012). The evolution of social and semantic networks in epistemic
communities. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/202867/rec/6704
Chicago Manual of Style (16th Edition):
Margolin, Drew Berkley. “The evolution of social and semantic networks in epistemic
communities.” 2012. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/202867/rec/6704.
MLA Handbook (7th Edition):
Margolin, Drew Berkley. “The evolution of social and semantic networks in epistemic
communities.” 2012. Web. 17 Jan 2021.
Vancouver:
Margolin DB. The evolution of social and semantic networks in epistemic
communities. [Internet] [Doctoral dissertation]. University of Southern California; 2012. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/202867/rec/6704.
Council of Science Editors:
Margolin DB. The evolution of social and semantic networks in epistemic
communities. [Doctoral Dissertation]. University of Southern California; 2012. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/202867/rec/6704

University of Southern California
3.
Oh, Poong.
The evolution of scientific collaboration networks.
Degree: PhD, Communication, 2015, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/590546/rec/6703
► Scientific collaboration networks are a special kind of social and communication networks in which nodes represents authors, and they are connected in pairs by an…
(more)
▼ Scientific collaboration networks are a special kind
of social and communication networks in which nodes represents
authors, and they are connected in pairs by an edge if they have
worked together to publish a paper. Collaboration networks grow and
change over time as new authors join the networks and new
collaborative connections are formed between authors. However, the
addition of nodes and edges is highly selective. Only authors who
can produce acceptable papers can join the network and be connected
only to their coauthors. Therefore, collaboration networks are not
just growing but evolving under the evolutionary constraint that
selection prefers particular authors and collaborative connections.
❧ To account for the structural change of scientific collaboration
networks, this dissertation proposes an evolutionary model that
incorporates the three fundamental mechanisms of evolutionary
dynamics—replication, mutation, and selection. The replication and
mutation processes were adopted to formulate the growth mechanism
of collaboration networks. The growth mechanism describes the
process in which new authoring teams are formed by replicating the
membership structure of existing teams with mutation and generates
an ensemble of possible networks by adding the new authoring teams
to an ancestral network. Selection takes place at the team level
where particular authoring teams are chosen from all the possible
teams based on their capabilities to produce acceptable papers. The
results of numerical experiments suggested that collaboration
networks tend to show high levels of robustness against random
failures which comes at the expense of the tolerance for targeted
attacks but to be highly modular under strong selection, which is
consistent with previous literature on network robustness and
modularity. ❧ The proposed model was fitted against empirical
collaboration networks. They were constructed based on the
bibliographic information about the papers published in the eight
leading journals in their fields across diverse disciplines,
including a communication journal. The dataset included 168,557
papers and 161,797 authors. The structural changes of the
collaboration networks were measured and decomposed into two parts:
(1) the amount of the change due to the replication and mutation
processes and (2) the amount of the change due to the selection
mechanism based on the Price equation. The decomposition of the
observed changes revealed that the structural changes of the
empirical networks were not fully explained by the growth model
alone. More specifically, the observed changes significantly
deviated from the changes predicted by the replication and mutation
processes. The analysis of the residuals of the growth model showed
that the observed changes were consistently biased in the direction
predicted by the selection mechanism. Further, a series of
regression analyses found that the structural changes of the
empirical collaboration networks were more fully explained when all
three evolutionary mechanisms were included than…
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Fulk, Janet (Committee Member), Kempe, David (Committee Member).
Subjects/Keywords: network evolution; scientific collaboration networks; replication; mutation; selection; team formation mechanism; network robustness
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Oh, P. (2015). The evolution of scientific collaboration networks. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/590546/rec/6703
Chicago Manual of Style (16th Edition):
Oh, Poong. “The evolution of scientific collaboration networks.” 2015. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/590546/rec/6703.
MLA Handbook (7th Edition):
Oh, Poong. “The evolution of scientific collaboration networks.” 2015. Web. 17 Jan 2021.
Vancouver:
Oh P. The evolution of scientific collaboration networks. [Internet] [Doctoral dissertation]. University of Southern California; 2015. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/590546/rec/6703.
Council of Science Editors:
Oh P. The evolution of scientific collaboration networks. [Doctoral Dissertation]. University of Southern California; 2015. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/590546/rec/6703

University of Southern California
4.
Lu, Li.
How social and human capital create financial capital in
crowdfunding projects.
Degree: PhD, Communication, 2014, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/480141/rec/3262
► This dissertation explores factors explaining crowdfunding success by examining how resources residing in crowds can be transformed into financial capital. It aims to answer the…
(more)
▼ This dissertation explores factors explaining
crowdfunding success by examining how resources residing in crowds
can be transformed into financial capital. It aims to answer the
following two questions from an entrepreneur’s perspective: What
attributes should I look for in potential investors to increase my
chance of being funded? What is the best way to pitch my idea given
certain funder characteristics? ❧ Results from this study suggest
that projects with high social capital in the form of network
embeddedness, including structural embeddedness, junctional
embeddedness, and positional embeddedness, are likely to attract
more funding. Further, the rate of facilitating effects of network
embeddednesses on attracting funding increases initially and then
decreases. Human capital residing in the crowds in the form of the
number of experienced crowd-funders predicts funding success as
well. What’s more, the amount of knowledge exchange within the
crowd is the underlying mechanism translating benefits of social
capital (and human capital) into funding success. Specifically,
knowledge exchange can fully explain benefits of junctional
embeddedness and human capital, and can account for partial effects
of structural embeddedness and positional embeddedness. Displayed
passion and preparedness in entrepreneurs’ pitches both aid
entrepreneurs to attract more funding. Yet, displayed preparedness
fully mediates the relationship between displayed passion and
funding success, meaning that it is only through the pitch content
or its substance that crowds are willing to contribute. Lastly,
human capital within the crowd attenuates the positive effects of
both displayed passion and displayed preparedness in the pitch on
funding success.
Advisors/Committee Members: Fulk, Janet (Committee Chair), Monge, Peter R. (Committee Member), Jian, Lian (Committee Member).
Subjects/Keywords: social capital; human capital; crowdfunding; crowdsourcing; structural embeddedness; entrepreneurial passion
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Lu, L. (2014). How social and human capital create financial capital in
crowdfunding projects. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/480141/rec/3262
Chicago Manual of Style (16th Edition):
Lu, Li. “How social and human capital create financial capital in
crowdfunding projects.” 2014. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/480141/rec/3262.
MLA Handbook (7th Edition):
Lu, Li. “How social and human capital create financial capital in
crowdfunding projects.” 2014. Web. 17 Jan 2021.
Vancouver:
Lu L. How social and human capital create financial capital in
crowdfunding projects. [Internet] [Doctoral dissertation]. University of Southern California; 2014. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/480141/rec/3262.
Council of Science Editors:
Lu L. How social and human capital create financial capital in
crowdfunding projects. [Doctoral Dissertation]. University of Southern California; 2014. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/480141/rec/3262

University of Southern California
5.
Chai, Lin.
Community structure as collective identity construction and
resource search.
Degree: PhD, Business Administration, 2011, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/259142/rec/1489
► Drawing from organizational ecology, network, and economic sociology theories, our study investigates how the mechanisms of collective identity construction and resource sharing contribute to the…
(more)
▼ Drawing from organizational ecology, network, and
economic sociology theories, our study investigates how the
mechanisms of collective identity construction and resource sharing
contribute to the formation of various structural tendencies at the
community level. Here, community is defined as an aggregation of
the network of inter-organizational ties. Community also consists
of various organizational forms connected by commensalistic and
symbioticrelations. These interdependencies are manifested in a
number of interaction patterns reflecting the macrostructure of the
community. Using the U. S. film industry as our empirical context,
we analyze collaboration networks among film producers at two
points in time - 1985 and 2005 – to examine these interaction
patterns. Our findings suggest that both collective identity
construction and research sharing mechanisms explain decentralized,
polycentric structuraltendencies of the film producer community.;
In addition, generalists that are highly diversified tend not to
collaborate with each other. They also are less likely to
collaborate with specialists within a narrow technological space.
Collaboration is most likely to occur among producers that are
moderately diversified and have greater technological distance from
each other. In addition, we found that producers differing in
cultural identity are not precluded from collaboration with each
other, which is especially true for member organizations from the
dominant population. High-reputation producers tend to attract more
collaborative partners, but they tend to cooperate only with other
high reputationpartners. Just as status-based competition is
localized (Podolny, 1993; 1994), status-based cooperation is also
localized to the extent that producers tend to interact with those
who are in similar status categories. Community structure exhibits
such tendencies and becomes polycentric and clustered around
different status categories. Our findings resonate with Fligstein’s
(2001) political-cultural approach to the market.
Advisors/Committee Members: Rajagopalan, Nandini (Committee Chair), Kennedy, Mark T. (Committee Member), Monge, Peter (Committee Member).
Subjects/Keywords: collaboration networks; community structure; identity; resource exchange
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Chai, L. (2011). Community structure as collective identity construction and
resource search. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/259142/rec/1489
Chicago Manual of Style (16th Edition):
Chai, Lin. “Community structure as collective identity construction and
resource search.” 2011. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/259142/rec/1489.
MLA Handbook (7th Edition):
Chai, Lin. “Community structure as collective identity construction and
resource search.” 2011. Web. 17 Jan 2021.
Vancouver:
Chai L. Community structure as collective identity construction and
resource search. [Internet] [Doctoral dissertation]. University of Southern California; 2011. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/259142/rec/1489.
Council of Science Editors:
Chai L. Community structure as collective identity construction and
resource search. [Doctoral Dissertation]. University of Southern California; 2011. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/259142/rec/1489

University of Southern California
6.
O'Brien, Nina, F.
Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010.
Degree: PhD, Communication, 2015, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/301775/rec/2215
► Traditional theories of economic development suggest that industry-specific tax rebates, credits and other incentives will promote sector-specific industrial activity, employment, and establishments in the jurisdictions…
(more)
▼ Traditional theories of economic development suggest
that industry-specific tax rebates, credits and other incentives
will promote sector-specific industrial activity, employment, and
establishments in the jurisdictions where they are applied.
However, project-based industries, which assemble for the
completion of a specific task, are both temporary and highly
mobile, presenting a challenge for jurisdictions seeking to draw
these kinds of industries through incentive programs. This
dissertation employs insights from the theories of organizational
ecology and interorganizational networks to explain the uneven
success of tax incentive programs targeting the film industry in
the United States. ❧ Film production is a project-based industry
that is characterized by the interaction of specialized firms in a
dynamic interorganizational network. This study examines the
relationships among organizations which collaborate in the
production of feature films to determine whether incentives
targeting this industry produce development outcomes like increased
in-state filming, film-sector employment and an increase in
film-sector establishments in the states that offer them. The
dissertation explores ecological and social network predictors of
economic development, and tests the hypotheses that states which
have more diverse organizational networks, and a larger number of
dominant firms enjoy higher rates of filming, employment and
establishment. States whose networks demonstrate specific
structures associated with successful collaboration, including the
balance of ties the state's firms have with others within and
beyond the state, the networks' small-worldness and the degree of
network coreness relative to other states, are also predicted to
result in more significant and stable development outcomes. ❧ This
study uses mixed-effects models to examine the effects of incentive
programs, organizational diversity, the presence of dominant firms,
and networks of communication and collaboration on economic
development outcomes in the contemporary American film industry
between 1998 and 2010. The results of the study show that states
offering an incentive program increase the amount of filming in
their state significantly. States offering an incentive program
also increase film-industry employment and establishment, but the
size of the effect is more modest for employment and establishment
than it is for filming. The amount of money a state offers does not
appear in these analyses to make a statistically significant
difference, suggesting that states do not need to outspend one
another to achieve positive development outcomes. However, post-hoc
analysis reveals collinearity among the variables which measure
incentives, and suggests that the claim that the presence of
incentives is more important for outcomes than the dollar value of
those incentives cannot be fully supported until the question of
collinearity is resolved. ❧ An even more significant predictor of
positive outcomes for incentivizing states is their organizational
diversity:…
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Fulk, Janet (Committee Member), Young, S. Mark (Committee Member).
Subjects/Keywords: economic development; film industry; organizational ecology; organizational networks; project-based industries
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
O'Brien, Nina, F. (2015). Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/301775/rec/2215
Chicago Manual of Style (16th Edition):
O'Brien, Nina, F. “Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010.” 2015. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/301775/rec/2215.
MLA Handbook (7th Edition):
O'Brien, Nina, F. “Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010.” 2015. Web. 17 Jan 2021.
Vancouver:
O'Brien, Nina F. Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010. [Internet] [Doctoral dissertation]. University of Southern California; 2015. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/301775/rec/2215.
Council of Science Editors:
O'Brien, Nina F. Effects of economic incentives on creative project-based
networks: communication, collaboration and change in the American
film industry, 1998-2010. [Doctoral Dissertation]. University of Southern California; 2015. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/301775/rec/2215

University of Southern California
7.
Ghosh, Rumi.
Disentangling the network: understanding the interplay of
topology and dynamics in network analysis.
Degree: PhD, Computer Science, 2012, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/60034/rec/2039
► Understanding the complex interplay of topology and dynamics in complex networks is necessary to answer a variety of questions, including who are the important people…
(more)
▼ Understanding the complex interplay of topology and
dynamics in complex networks is necessary to answer a variety of
questions, including who are the important people in a social
network, what are the authoritative pages on the world wide web,
who to quarantine to minimize the spread of an epidemic, what are
the functional modules in a protein-protein network, and even how
the world trade network affects the robustness of the global
economy. To address these questions, we build predictive network
models that take dynamic interactions into account. Our
mathematical models are grounded empirically on data from online
social networks on sites such as Digg, Twitter and Facebook. ❧ We
claim that network structure is the product of both topology and
dynamics. We propose a generalized interaction model that describes
a range of dynamic processes, or interactions, taking place in
complex networks, from random walks to epidemic spread.
Traditionally, network analysis methods, including those used to
identify central nodes and communities in the network, either
ignore or make implicit assumptions about network interactions. We
show, however, that different interactions lead to different views
of network structure, and empirically verify this insight using
real-world data from online social networks. ❧ A wide spectrum of
heterogeneous activity spanning from information diffusion to
spamming has been observed in online social networks. We have
designed a simple, scalable and robust, information theoretic
framework to automatically classify different types of activities.
Of these, we are especially interested in information spread. We
have developed a mathematical framework to quantitatively measure
how information spreads on networks, and showed that standard
epidemic models fail to describe the spread of information in
real-world networks. ❧ Our work is a step towards the ultimate goal
of building theoretically justified, empirically grounded network
models that improve the prediction of future behavior, aid
information discovery and outbreak control, and help in designing
network policies for our connected world.
Advisors/Committee Members: Lerman, Kristina (Committee Chair), Teng, Shang-Hua (Committee Member), Liu, Yan (Committee Member), Monge, Peter R. (Committee Member).
Subjects/Keywords: centrality; communities; information diffusion; network analysis; network dynamics; online social networks
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ghosh, R. (2012). Disentangling the network: understanding the interplay of
topology and dynamics in network analysis. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/60034/rec/2039
Chicago Manual of Style (16th Edition):
Ghosh, Rumi. “Disentangling the network: understanding the interplay of
topology and dynamics in network analysis.” 2012. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/60034/rec/2039.
MLA Handbook (7th Edition):
Ghosh, Rumi. “Disentangling the network: understanding the interplay of
topology and dynamics in network analysis.” 2012. Web. 17 Jan 2021.
Vancouver:
Ghosh R. Disentangling the network: understanding the interplay of
topology and dynamics in network analysis. [Internet] [Doctoral dissertation]. University of Southern California; 2012. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/60034/rec/2039.
Council of Science Editors:
Ghosh R. Disentangling the network: understanding the interplay of
topology and dynamics in network analysis. [Doctoral Dissertation]. University of Southern California; 2012. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/60034/rec/2039

University of Southern California
8.
Frank, Lauren Bethany.
Contagious: social norms about health in work group
networks.
Degree: PhD, Communication, 2013, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/614515/rec/1615
► The goal of this dissertation is to advance theorizing about how people working together in groups understand health issues and make health decisions. The theoretical…
(more)
▼ The goal of this dissertation is to advance theorizing
about how people working together in groups understand health
issues and make health decisions. The theoretical framework draws
from a variety of extant health communication theories, as well as
theories of social influence and social contagion. Thus, rather
than solely emphasizing individual level behavior change, this
dissertation recognizes that individuals exist within social
groups. To further theory around social norms and how they may
relate to understanding of health issues, a new methodology to
examine group social norms about a health issue, H1N1 flu, through
social network analysis is proposed. Specifically, this
dissertation hypothesizes that attitudes, self-efficacy, subjective
and descriptive norms, and social network group norms will all be
associated with behavioral intentions. Additionally, moderators of
the relationship between group norms and behavioral intentions are
explored. Finally, collective group norms are expected to influence
behavioral intentions beyond how individual group members perceive
those norms. Building on existing social network analysis
techniques, a new method for assessing social norms within groups,
the cognitive social norm structure (CSNS), is developed and
tested. Data were collected from twenty complete work groups using
an online survey tool. Two specific H1N1-related behaviors were
studied: intention to get the H1N1 flu vaccination and willingness
to stay home from work if sick with the H1N1 flu. The data were
analyzed using social network analysis and hierarchical linear
modeling (HLM). As predicted, attitudes, self-efficacy, and social
norms all related to behavioral intentions for at least one of the
behaviors under study. While controlling for these individual level
predictors, the groups’ consensus about the social norms of the
whole group had an additional impact on behavioral intentions. For
members of work groups in which pairs were perceived to agree in
their support for H1N1 vaccination, the effect of individually
perceived group norms on behavioral intentions was stronger than
for groups with less agreement. Taken together, these group level
effects highlight the importance of assessing entire groups and
explicitly incorporating the social environment into understandings
of health behaviors. Individually perceived norms alone cannot
fully account for individuals’ health behaviors choices. Instead,
group level effects are also important, even in cases where the
individual perceptions of group norms may not be predictive of
behavioral intentions. Thus, the incorporation of the cognitive
social norm structure (CSNS) into studies of health communication
was supported. Moreover, these data underscore the importance of
using existing, complete groups to examine the group social
influence process. Integrating group level conceptions of social
norms into health communication theories will allow for a more
complete and nuanced understanding of health behavior choices.
Guidance for future studies and for the…
Advisors/Committee Members: Murphy, Sheila T. (Committee Chair), Ball-Rokeach, Sandra (Committee Member), Monge, Peter (Committee Member), Mayer, Doe (Committee Member).
Subjects/Keywords: health communication; organizations; social norms; small groups; social network analysis
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Frank, L. B. (2013). Contagious: social norms about health in work group
networks. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/614515/rec/1615
Chicago Manual of Style (16th Edition):
Frank, Lauren Bethany. “Contagious: social norms about health in work group
networks.” 2013. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/614515/rec/1615.
MLA Handbook (7th Edition):
Frank, Lauren Bethany. “Contagious: social norms about health in work group
networks.” 2013. Web. 17 Jan 2021.
Vancouver:
Frank LB. Contagious: social norms about health in work group
networks. [Internet] [Doctoral dissertation]. University of Southern California; 2013. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/614515/rec/1615.
Council of Science Editors:
Frank LB. Contagious: social norms about health in work group
networks. [Doctoral Dissertation]. University of Southern California; 2013. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/614515/rec/1615

University of Southern California
9.
Ognyanova, Katherine.
Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication.
Degree: PhD, Communication, 2013, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/225755/rec/3592
► This work proposes a relational approach to the study of news agendas and media fragmentation in a digital age. It examines the origins, development, and…
(more)
▼ This work proposes a relational approach to the study
of news agendas and media fragmentation in a digital age. It
examines the origins, development, and current status of mass
communication theories dealing with news selection and impact.
Recent conceptual and methodological challenges facing research in
a changing information environment are discussed. A broad
analytical strategy exploring the media system as a dynamic
multilevel, multidimensional network is outlined. ❧ Implementing
this approach, the study sets out to evaluate fragmentation levels
and factors predicting agenda convergence in a longitudinal network
of news outlets. The analysis is based on secondary data collected
by the Pew Center’s Project for Excellence in Journalism (2008) and
the 2008 National Annenberg Election Survey. The study sample
contains U.S. news outlets from five industry sectors: newspapers,
online sources, radio, cable and network TV stations. ❧ The results
uncover a decrease in fragmentation over time, with a minimum
reached during the U.S. presidential elections in November 2008.
The dynamics of agenda convergence are found to be shaped by the
story selections of popular outlets and driven by similarities in
format, audience demographics, and political ideology. Audience
size does not significantly influence the correspondence in news
source agendas over time. The analysis also shows that co-ownership
relations lead to lower agenda convergence for the outlets in the
sample.
Advisors/Committee Members: Ball-Rokeach, Sandra J. (Committee Chair), Monge, Peter R. (Committee Member), Overholser, Geneva (Committee Member), Crigler, Ann N. (Committee Member).
Subjects/Keywords: agenda setting; agenda; fragmentation; media studies; mass communication; journalism; network analysis; network science; new media; political ideology; actor-based modeling; issue salience
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Ognyanova, K. (2013). Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/225755/rec/3592
Chicago Manual of Style (16th Edition):
Ognyanova, Katherine. “Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication.” 2013. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/225755/rec/3592.
MLA Handbook (7th Edition):
Ognyanova, Katherine. “Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication.” 2013. Web. 17 Jan 2021.
Vancouver:
Ognyanova K. Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication. [Internet] [Doctoral dissertation]. University of Southern California; 2013. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/225755/rec/3592.
Council of Science Editors:
Ognyanova K. Intermedia agenda setting in an era of fragmentation:
applications of network science in the study of mass
communication. [Doctoral Dissertation]. University of Southern California; 2013. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/225755/rec/3592

University of Southern California
10.
Rhee, Eunice Yunjin.
Essays on strategic categorization.
Degree: PhD, Business Administration, 2014, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/489529/rec/2479
► This dissertation proposes the notion of strategic categorization and explores how organizations can strategically influence the categorization process of external audiences. Extant studies on categorization…
(more)
▼ This dissertation proposes the notion of strategic
categorization and explores how organizations can strategically
influence the categorization process of external audiences. Extant
studies on categorization have shown that organizations that do not
fit into an external audiences’ category structure are devalued.
These studies, however, have not examined the role of organizations
in influencing their categorization and thus have failed to develop
an understanding of the categorization process that encompasses
both the organization’s categorical sensegiving and audience’s
categorical sensemaking. This dissertation helps to fill this gap
by building on micro and macro perspectives of categorization and
insights from the literature on organizational identity and
identity management to argue that organizations can influence the
categorization process of external audiences by engaging in
self-categorization strategies. The first essay develops a
theoretical framework for understanding the concept of and the
process by which organizations can engage in strategic
categorization. In particular, it argues that category studies need
to investigate insights drawn from the vertical structure of
categories in addition to the horizontal structure of categories
that has been the focus of prior studies. The second essay
empirically examines the effect of strategic categorization on
audience’s evaluations. The results based on firms that had gone
through the initial public offering (IPO) process demonstrate that
organizations can manage the degree of category inclusiveness and
range of category spanning to influence potential investors’
evaluation and that the effectiveness of such strategic
categorization depends on the level of audience knowledge and the
prevailing logic of valuation. Specifically, while the overall
results suggest that changing category inclusiveness to take on a
broader identity and changing category spanning to create a more
focused identity are positively evaluated by IPO investors, they
also show that institutional investors are influenced more by
reducing the number of categories spanned, and retail investors are
influenced more by increasing the degree of category inclusiveness.
This dissertation considerably advances the categorization
literature by revealing the role of organizational agency in the
categorization process and ways in which organizations can engage
in strategic categorization based on both vertical and horizontal
structures of categories.
Advisors/Committee Members: Fiss, Peer C. (Committee Chair), Rajagopalan, Nandini (Committee Member), Monge, Peter R. (Committee Member), Zhu, Feng (Committee Member).
Subjects/Keywords: categories; strategic categorization; category inclusiveness; labels; initial public offering; IPO
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Rhee, E. Y. (2014). Essays on strategic categorization. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/489529/rec/2479
Chicago Manual of Style (16th Edition):
Rhee, Eunice Yunjin. “Essays on strategic categorization.” 2014. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/489529/rec/2479.
MLA Handbook (7th Edition):
Rhee, Eunice Yunjin. “Essays on strategic categorization.” 2014. Web. 17 Jan 2021.
Vancouver:
Rhee EY. Essays on strategic categorization. [Internet] [Doctoral dissertation]. University of Southern California; 2014. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/489529/rec/2479.
Council of Science Editors:
Rhee EY. Essays on strategic categorization. [Doctoral Dissertation]. University of Southern California; 2014. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/489529/rec/2479

University of Southern California
11.
Meng, Jingbo.
The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes.
Degree: PhD, Communication, 2014, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/418289/rec/6738
► The current dissertation provides an examination of online health social networks in intentionally designed health-related social media. It investigated the theoretical mechanisms that drive the…
(more)
▼ The current dissertation provides an examination of
online health social networks in intentionally designed
health-related social media. It investigated the theoretical
mechanisms that drive the formation of online health social
networks, examined the joint dynamics of network selection and
network influence on individual health outcomes, and tested a model
of ego network structure, social support and self-tracking
behavior. The dissertation is situated in an entrepreneurial online
weight management social networking site, FatSecret. It employed a
four-month longitudinal study design, and collected unobtrusive
behavioral data extracted from the site and self-reported data from
an online survey with the users of FatSecret. ❧ Drawing on MTML
framework, the first study found that demographic homophily
including age and gender similarity, inbreeding homophily in the
form of group affiliation, and health-related homophily including
initial health status and health progress significantly predicted
the selection of online health buddies. Similarity in health goal
was not a significant predictor due to its strong correlation with
initial health status in the specific health issue of weight loss.
A person’s frequency of updating personal health information was
marginally significant in predicting tie formation. By conducting a
SIENA analysis, the study also found empirical support for a social
influence effect among health buddies, such that an individual’s
weight outcome tended to become similar to the average of the
individual’s health buddies’ weight outcomes. The second study drew
from literature on structural and functional social support, the
buffering model of social support and self-regulation depletion
studies. By conducting SEM analyses, the study found that both the
size and triadic closure of an individual’s ego network predicted
perceived social support for weight loss in FatSecret. Then,
perceived social support predicted more active self-tracking
behavior, and self-tracking behavior predicted improved health
progress. Post hoc analysis showed that there was a negative and
significant effect of health progress on self-tracking behavior,
such that improved health progress at an earlier time point would
reduce the amount of self-tracking at a later time point. Finally,
the implications of designing effective web-based weight loss
interventions by better organizing and engineering peer-to-peer
social networks were discussed.
Advisors/Committee Members: McLaughlin, Margaret L. (Committee Chair), Fulk, Janet (Committee Member), Monge, Peter R. (Committee Member), Jordan-Marsh, Maryalice (Committee Member).
Subjects/Keywords: online health social networks; homophily; personal health information; social influence; self-tracking; social support
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Record Details
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Meng, J. (2014). The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/418289/rec/6738
Chicago Manual of Style (16th Edition):
Meng, Jingbo. “The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes.” 2014. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/418289/rec/6738.
MLA Handbook (7th Edition):
Meng, Jingbo. “The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes.” 2014. Web. 17 Jan 2021.
Vancouver:
Meng J. The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes. [Internet] [Doctoral dissertation]. University of Southern California; 2014. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/418289/rec/6738.
Council of Science Editors:
Meng J. The formation and influence of online health social networks
on social support, self-tracking behavior and weight loss
outcomes. [Doctoral Dissertation]. University of Southern California; 2014. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/418289/rec/6738

University of Southern California
12.
Hilbert, Martin.
Mapping out the transition toward information societies:
social nature, growth, and policies.
Degree: PhD, Communication, 2012, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/122978/rec/3947
► This research thesis sheds lights on different aspects of the transition toward information societies. It consists of a collection of interrelated studies that analyze in…
(more)
▼ This research thesis sheds lights on different aspects
of the transition toward information societies. It consists of a
collection of interrelated studies that analyze in more rigorous
terms three main and complementary aspects of the transition (see
Figure below). After and introductory CHAPTER ONE, the consecutive
CHAPTER TWO of this thesis looks at the social nature of the
current transition toward the information society, which is
characterized by a diffusion process that is known as digital
divide. This chapter focuses on the socio-demographic
characteristics of the transition, and characterizes its
bottlenecks, such as the cost-income relation of ICT and users, as
well as its opportunities, such as the opportunity to fight
long-standing gender inequalities. CHAPTER THREE focuses not only
on equality, but also on growth of the world’s information and
communication capacity in absolute terms. The chapter consists of
two sections that quantify the magnitude and growth of information
in the information society, measured directly in bits and bytes.
This provides insights into the speed and general pattern of the
transition from analog to digital information processing in
society. Both chapters combined provide complementary insights into
what have been traditionally the two main pillars of socio-economic
development: equity and growth. In this case the focus is set on
the equality and growth of technologically mediated information.
Various particularities of the transition become evident, such as
the exponential rates of change of the transition, the
all-pervasiveness of ICT in the social realm, and the unequal
diffusion process. The final CHAPTER FOUR studies a concrete
example of successful policy making in the digital age that takes
these particularities into consideration. The case study focuses on
a foresight Delphi exercise aimed at identifying future policy
priorities that offered input into the inter-governmental
negotiation of an Action Plan in Latin America. It is believed to
have been the most extensive online participatory policy-making
foresight exercise in the history of intergovernmental processes in
the developing world. The process of policy-making in this
international multi-stakeholder Delphi embraces the particular
characteristics of the transition toward Information Societies by
design. ❧ Figure 1 Overview: “Mapping Out the Transition toward
Information Societies” ❧ The Chapters consists of a collection of
complementary studies, which use a diverse array of methodologies
and data sources to map out diverse aspects of the transition
toward this new form of socio-economic organization. The three main
Chapters consist of 6 articles that have been produced during the
time of my doctoral program at USC’s Annenberg School of
Communication (since August 2008). Chapter Two consists of three
articles (resulting in three complementary sections), Chapter Three
consists of two articles, and the final Chapter Four of one
article. These articles are by now all published in recognized
peer-reviewed Journals,…
Advisors/Committee Members: Castells, Manuel (Committee Chair), Monge, Peter R. (Committee Member), Gross, Larry P. (Committee Member), Bar, Francois (Committee Member), Bar, François (Committee Member), Valente, Thomas W. (Committee Member).
Subjects/Keywords: information society; information and communication technologies (ICT); digital; public policy; ICT for development (ICT4D); digital divide
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Hilbert, M. (2012). Mapping out the transition toward information societies:
social nature, growth, and policies. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/122978/rec/3947
Chicago Manual of Style (16th Edition):
Hilbert, Martin. “Mapping out the transition toward information societies:
social nature, growth, and policies.” 2012. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/122978/rec/3947.
MLA Handbook (7th Edition):
Hilbert, Martin. “Mapping out the transition toward information societies:
social nature, growth, and policies.” 2012. Web. 17 Jan 2021.
Vancouver:
Hilbert M. Mapping out the transition toward information societies:
social nature, growth, and policies. [Internet] [Doctoral dissertation]. University of Southern California; 2012. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/122978/rec/3947.
Council of Science Editors:
Hilbert M. Mapping out the transition toward information societies:
social nature, growth, and policies. [Doctoral Dissertation]. University of Southern California; 2012. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll3/id/122978/rec/3947

University of Southern California
13.
Heiss, Bettina Maria Richards.
Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009.
Degree: PhD, Communication, 2010, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/420936/rec/4638
► Communication scholarship has significantly improved organizational ecology models by emphasizing that the members of organizational communities are participating actively in the enactment of their environment.…
(more)
▼ Communication scholarship has significantly improved
organizational ecology models by emphasizing that the members of
organizational communities are participating actively in the
enactment of their environment. Organizational forms are viewed as
contested and multi-faceted action frames which emerge from
community interactions and simultaneously shape them. Form
negotiations mediate the evolutionary fate of population members
adhering to a form. Existing institutional ecology approaches focus
on discursive strategies foregrounding the distinctive and unique
organizational identity underlying a certain form. The assumption
prevails that organizational populations can only thrive if their
form is recognized clearly by diverse audiences as this entails
that it has achieved cognitive legitimacy. But not all
organizational populations benefit from clearly communicating who
they are, particularly if they are operating in an environment that
attaches low cognitive legitimacy to their form. The biological
concept of aggressive mimicry, which refers to a competitive
evolutionary strategy based on form ambiguity, illuminates the
circumstances when members of a population exploit the lack of
clarity about their form to their benefits. Among other tactics,
aggressive mimics in organizational populations engage in purposive
labeling of their names to increase their resemblance with a
population of models.; For the purpose of this investigation,
aggressive mimicry is introduced and the conditions under which
organizational populations might employ it as a strategy are
examined. The short-term and long-term consequences of its use are
presented along with suggestions about how to revise existing
ecological models to account for the evolutionary benefits of
ambiguous form communication. A longitudinal investigation of the
changing population composition of crisis pregnancy centers (CPCs)
in the United States provides an opportunity for testing a revised
set of expectations in an empirical setting. Some CPCs routinely
engage in aggressive mimicry when they closely imitate the
organizational forms of reproductive health care providers (RHPs)
in an effort to compete with them for the same "clients" women
facing unwanted pregnancies. There are two ways to enter the
subpopulation of mimics: (1) CPCs select organizational labels
reminiscent of the organization names typically chosen by RHPs at
the time of founding, and (2) CPCs change their existing
organizational names so that they resemble those of RHPs at some
point during their existence.; Drawing on multiple archival data
sources, the effects of differing cognitive and sociopolitical
legitimacy levels on the organizational vital rates of CPCs are
investigated. As a measure of cognitive legitimacy in the sense of
communicative form stabilization, the study relies on a content
analysis of media discourse about CPCs. Based on the analysis of
newspaper coverage of CPCs spanning a period of over two decades,
textual network approaches are employed to develop a novel
longitudinal measure…
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Fulk, Janet (Committee Member), Kennedy, Mark T. (Committee Member).
Subjects/Keywords: cognitive legitimacy; community ecology; Cox regression; event history analysis; evolution; institutional ecology; labeling; mimicry; negative binomial regression; nonprofit organizations; organizational forms; organizational identities; piecewise constant exponential models; population ecology; pro-life; meta network analysis; social movement organizations
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Heiss, B. M. R. (2010). Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/420936/rec/4638
Chicago Manual of Style (16th Edition):
Heiss, Bettina Maria Richards. “Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009.” 2010. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/420936/rec/4638.
MLA Handbook (7th Edition):
Heiss, Bettina Maria Richards. “Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009.” 2010. Web. 17 Jan 2021.
Vancouver:
Heiss BMR. Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009. [Internet] [Doctoral dissertation]. University of Southern California; 2010. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/420936/rec/4638.
Council of Science Editors:
Heiss BMR. Organizational mimicry in American social movement
communities: an analysis of form communication effects on the
evolution of crisis pregnancy centers, 1989-2009. [Doctoral Dissertation]. University of Southern California; 2010. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/420936/rec/4638

University of Southern California
14.
Stephens, Kimberlie J.
The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry.
Degree: PhD, Communication, 2009, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/173205/rec/7206
► Strategic alliances, or interorganizational relationships, are a prevalent strategy used to achieve organizational goals. Along with the increasing prevalence of alliances has come a heightened…
(more)
▼ Strategic alliances, or interorganizational
relationships, are a prevalent strategy used to achieve
organizational goals. Along with the increasing prevalence of
alliances has come a heightened need to understand the dynamics of
these relationships, as approximately half of the alliances entered
fail (Kale, Dyer & Singh, 2002). This research, therefore,
seeks to expand on our current understanding of alliance capability
development by exploring the effects of specific types of alliance
and technological experience as well as their interactions on new
alliance formation and performance. Using the resource based view
of the firm as a theoretical framework, this research finds that
firms are significantly more likely to enter into alliance types,
and with specific alliance partners, with which they have past
experience. The RBV notion that firm resources will be utilized in
strategic decisions is supported by this finding. Experience in a
particular product area was also found to increase the likelihood
of firms entering into non-R&D type relationships suggesting
the use of alliance relationships to capitalize on or seek to
exploit product specific resources in the alliance context.
Alliance experience in general was found to positively influence
the performance of alliance relationships, while specific types of
alliance experience were only found to influence performance when
entering into that type of relationship. In this way, firms seem to
develop distinct capabilities in specific alliance types that are
not necessarily easily transferred from one relationship type to
another.
Advisors/Committee Members: Fulk, Janet (Committee Chair), Monge, Peter (Committee Member), Mayer, Kyle (Committee Member).
Subjects/Keywords: strategic alliances; resource based view
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APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Stephens, K. J. (2009). The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/173205/rec/7206
Chicago Manual of Style (16th Edition):
Stephens, Kimberlie J. “The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry.” 2009. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/173205/rec/7206.
MLA Handbook (7th Edition):
Stephens, Kimberlie J. “The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry.” 2009. Web. 17 Jan 2021.
Vancouver:
Stephens KJ. The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry. [Internet] [Doctoral dissertation]. University of Southern California; 2009. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/173205/rec/7206.
Council of Science Editors:
Stephens KJ. The role of capabilities in new alliance creation and
performance: a study of the biotechnology industry. [Doctoral Dissertation]. University of Southern California; 2009. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/173205/rec/7206

University of Southern California
15.
Weber, Matthew Scott.
Media reinvented: the transformation of news in a networked
society.
Degree: PhD, Communication, 2010, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/373334/rec/4031
► This study presents an examination of the organizational process of transformation, specifically examining how new organizations emerge as the result of new information communication technology,…
(more)
▼ This study presents an examination of the
organizational process of transformation, specifically examining
how new organizations emerge as the result of new information
communication technology, and how existing organizations emerge in
response. In aggregate, the process of transformation is examined
in three stages. First, this study looks at the nature of
organizational forms, and seeks to understand how organizational
forms emerge in rapidly changing competitive environments. Second,
this study examines the process of legitimation in an attempt to
better understand how emerging organizational forms are established
as legitimate. Third, this research examines the process of
organizational transformation, and seeks to introduce
organizational strategy as a critical determinant of
transformational success for existing organizations.; In order to
answer these theoretical issues, this study specifically looks at
the emergence of social media and socially driven news, such as
blogs and social networking sites, and examines how these
organizational forms developed over time. Simultaneously, the
transformation of traditional print-based news organizations in
response is studied. As these different organizations have
interacted in the online environment, a link economy has emerged in
which hyperlinking has emerged as a critical component of online
information flow. Thus, in addition to the above, the effect of
hyperlinking is considered as a strategic tool that enables
organizational success in the long run.; The results of this study
introduce the process of speciation as a key mechanism for
understanding the rapid emergence of new organizational forms. In
addition, this study finds that media coverage and professional
organizations are early indicators of developing organizational
forms. Finally, with regards to strategy, this research finds that
organizations implementing aggressive strategies incur a higher
risk of failure, but also a high potential for decreasing the risk
of failure.
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Castells, Manuel (Committee Member), Kennedy, Mark T. (Committee Member).
Subjects/Keywords: organizational evolution; strategy; news media; networks; social network analysis; longitudinal network analysis; network structure; organizational ecology; community ecology; online news media
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Weber, M. S. (2010). Media reinvented: the transformation of news in a networked
society. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/373334/rec/4031
Chicago Manual of Style (16th Edition):
Weber, Matthew Scott. “Media reinvented: the transformation of news in a networked
society.” 2010. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/373334/rec/4031.
MLA Handbook (7th Edition):
Weber, Matthew Scott. “Media reinvented: the transformation of news in a networked
society.” 2010. Web. 17 Jan 2021.
Vancouver:
Weber MS. Media reinvented: the transformation of news in a networked
society. [Internet] [Doctoral dissertation]. University of Southern California; 2010. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/373334/rec/4031.
Council of Science Editors:
Weber MS. Media reinvented: the transformation of news in a networked
society. [Doctoral Dissertation]. University of Southern California; 2010. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/373334/rec/4031

University of Southern California
16.
Okhmatovskiy, Ilya.
Content, structure, and performance implications of board
interlocks: the role of institutional contingencies.
Degree: PhD, Business Administration, 2009, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/329369/rec/1621
► My dissertation examines antecedents and consequences of board interlocks. The focus of my analysis is on the moderating effects of institutional factors. By bringing the…
(more)
▼ My dissertation examines antecedents and consequences
of board interlocks. The focus of my analysis is on the moderating
effects of institutional factors. By bringing the institutional
perspective into the analysis of intercorporate ties I explain some
of the inconsistent results of prior studies by showing how, under
different institutional conditions, similar intercorporate ties are
used differently and have different performance implications.; My
dissertation consists of three separate but related studies. In all
three studies I use data on board interlocks that I have collected
for a large sample of banks and industrial companies in Russia. For
cross-national comparisons I use data reported in prior studies of
board interlocks in other countries. My first two studies are about
institutional factors that affect how organizations use interlocks
in response to resource dependencies. In the first study about
inter-industry and intra-industry interlocks I analyze
institutional factors that determine whether resource dependence is
associated with uncertainty and whether board interlocks are used
to alleviate this uncertainty. In the second study I develop and
test hypotheses about the association between banks' dependence on
different sources of financial capital and their positions in the
network of board interlocks. The third study is focused on
performance implications of ties with different parts of the state
and I analyze profitability and growth of banks with
representatives of different state organizations on their boards.
Together these studies demonstrate that the tendency to use
interlocks under conditions of resource dependence as well as
performance implications of interlocks are contingent on the
institutional context.
Advisors/Committee Members: Adler, Paul S.Zucker, Lynne G. (Committee Chair), Liebeskind, Julia (Committee Member), Monge, Peter (Committee Member).
Subjects/Keywords: boards of directors; interlocking directorates; resource dependence, institutional context; Russia
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Okhmatovskiy, I. (2009). Content, structure, and performance implications of board
interlocks: the role of institutional contingencies. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/329369/rec/1621
Chicago Manual of Style (16th Edition):
Okhmatovskiy, Ilya. “Content, structure, and performance implications of board
interlocks: the role of institutional contingencies.” 2009. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/329369/rec/1621.
MLA Handbook (7th Edition):
Okhmatovskiy, Ilya. “Content, structure, and performance implications of board
interlocks: the role of institutional contingencies.” 2009. Web. 17 Jan 2021.
Vancouver:
Okhmatovskiy I. Content, structure, and performance implications of board
interlocks: the role of institutional contingencies. [Internet] [Doctoral dissertation]. University of Southern California; 2009. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/329369/rec/1621.
Council of Science Editors:
Okhmatovskiy I. Content, structure, and performance implications of board
interlocks: the role of institutional contingencies. [Doctoral Dissertation]. University of Southern California; 2009. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/329369/rec/1621

University of Southern California
17.
Lee, Seungyoon.
The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities.
Degree: PhD, Communication, 2008, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/87196/rec/6515
► The current study is an attempt to understand organizational networks and organizational community in the field of Information and Communication Technology (ICT) for Development by…
(more)
▼ The current study is an attempt to understand
organizational networks and organizational community in the field
of Information and Communication Technology (ICT) for Development
by exploring the coevolutionary processes of multidimensional
networks. The study addresses three major areas of network
research: network structure (the longitudinal evolution of network
structure), network dynamics (endogenous and exogenous mechanisms
that lead to tie formation), and network effects (the impact of
interorganizational networks on outcome). The study draws theories
and hypotheses from the intersection of evolutionary theory and
social network theory. The intersection of the two fields can be
found in their common focus on resources. The current study
contributes to the integration and extension of these two distinct
theoretical frameworks.; The study suggests that the coevolutionary
dynamics can be more comprehensively understood when considering
the intricacies of multidimensional networks. Three aspects of
multidimensional networks are explored: multimodal, multiplex, and
multilevel networks. The findings from the study demonstrate that
multimodal (within and across organizational populations) and
multiplex (two types of networks) dynamics are significant drivers
of tie formation. In addition, the study emphasizes that the
evolution of a community needs to be explored at multiple levels,
including the global and subgroup levels of network structure,
dyadic and triadic levels of tie formation, and nodal level of
organizational position.; The investigation focuses on
organizational populations in the ICT for Development community,
which plays a key role in the global efforts to extend the benefits
of ICTs toward enhancing development capacities in the
underdeveloped regions of the world. The study explored the
evolution of network structure in the community over time, and the
network dynamics behind this structural evolution. The results
provided support for the decentralization of global network
structure and the increase of within-region and within-population
ties over time. Further, the study examined the effect of these
organizational networks on a collective outcome in the community.
The outcome is reflected through the sharing of ideas, represented
by technologies and applications adopted in development projects.
The results complement the literature that examines the effect of
niche overlap and structural equivalence on knowledge
sharing.
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Bar, Francois (Committee Member), Valente, Thomas W. (Committee Member).
Subjects/Keywords: community ecology; evolutionary theory; information and communication technology for
development; knowledge sharing; multidimensional networks; multilevel; multimodal; multiplex; network dynamics; network effects; network structure; niche; organizational networks; population ecology; replicability; resource; scalability
Record Details
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Record Details
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Lee, S. (2008). The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/87196/rec/6515
Chicago Manual of Style (16th Edition):
Lee, Seungyoon. “The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities.” 2008. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/87196/rec/6515.
MLA Handbook (7th Edition):
Lee, Seungyoon. “The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities.” 2008. Web. 17 Jan 2021.
Vancouver:
Lee S. The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities. [Internet] [Doctoral dissertation]. University of Southern California; 2008. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/87196/rec/6515.
Council of Science Editors:
Lee S. The coevolution of multimodal, multiplex, and multilevel
organizational networks in development communities. [Doctoral Dissertation]. University of Southern California; 2008. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/87196/rec/6515

University of Southern California
18.
Coronges, Kathryn.
Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics.
Degree: PhD, Preventive Medicine (Health Behavior), 2009, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/176870/rec/5932
► Individuals are embedded in social contexts – their cognitions, attitudes, resources, and normative references are meaningful to the extent that they define individuals relative to…
(more)
▼ Individuals are embedded in social contexts – their
cognitions, attitudes, resources, and normative references are
meaningful to the extent that they define individuals relative to
others. Yet, statistical models are routinely applied to behavioral
theories, which assume that individuals act independently from one
another. Even day-to-day decisions about private activities require
cognitive pathways that depend on social meanings and contexts.
Implicit cognitions, characterized by being non-conscious and
automatic, are stored in memory with physical and social
information. Evidence suggests that implicit attitudes can be
communicated and spread through social exchanges, and can influence
behaviors and drive social structures.; Social network analysis
(SNA) is a set of tools and concepts that assess how relationships
between people influence their behaviors (rather than teasing out
interdependence as a nuisance). A relatively new area of SNA allows
statistical inference about behavioral and network evolution using
stochastic actor-oriented modeling. In these dissertation studies,
the role of classroom friendships on alcohol and marijuana implicit
cognitions and behaviors are examined by regression and SNA
techniques.; Data are from an evidence-based drug intervention
delivered to High school students over 3-months. Classes were
randomly assigned to either the: standard program, (led by health
educators), experimental program, (facilitated by peer leaders), or
control condition (no intervention). Regression findings show that
individuals adopt their friends' behaviors and cognitions
regardless of program condition. Network findings show that in the
standard condition, friends' alcohol behaviors influenced one’s own
behaviors, and there was a preference for alcohol using friends. In
the experimental condition, findings show preferences for friends
who are non-drinkers and who have similar alcohol behaviors, and
there was an overall reduction in alcohol cognitions. An
explanation for this may be that using existing social
relationships to disseminate educational material facilitates
gradual shifts in social norms towards healthy alternatives to
alcohol and marijuana use.; Interventions that target both (overt)
behavioral and implicit cognitive changes at both the individual
and group levels may be more effective at creating a cultural
setting that supports healthy behaviors. Harnessing the spread of
unconscious cognitive tendencies through friendship structures may
be an effective strategy for creating behavioral
change.
Advisors/Committee Members: Valente, Thomas W. (Committee Chair), Monge, Peter (Committee Member), Pentz, Maryann (Committee Member), Chou, Chih-Ping (Committee Member).
Subjects/Keywords: social network analysis; social contagion; implicit cognition; SIENA; alcohol; marijuana; intervention
Record Details
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Record Details
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Coronges, K. (2009). Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/176870/rec/5932
Chicago Manual of Style (16th Edition):
Coronges, Kathryn. “Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics.” 2009. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/176870/rec/5932.
MLA Handbook (7th Edition):
Coronges, Kathryn. “Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics.” 2009. Web. 17 Jan 2021.
Vancouver:
Coronges K. Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics. [Internet] [Doctoral dissertation]. University of Southern California; 2009. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/176870/rec/5932.
Council of Science Editors:
Coronges K. Social selection and influence of alcohol & marijuana
implicit cognitions and behaviors: a longitudinal investigation of
peer social network dynamics. [Doctoral Dissertation]. University of Southern California; 2009. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/176870/rec/5932

University of Southern California
19.
Shen, Cuihua.
The patterns, effects and evolution of player social
networks in online gaming communities.
Degree: PhD, Communication, 2010, University of Southern California
URL: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/394587/rec/7065
► This dissertation presents a critical examination of the social interactions among MMOG participants by focusing on network patterns, effects and evolution. It is situated in…
(more)
▼ This dissertation presents a critical examination of
the social interactions among MMOG participants by focusing on
network patterns, effects and evolution. It is situated in a
popular MMOG, EverQuest II (EQII), drawing on a combination of
unobtrusively collected behavioral server logs and a comprehensive
survey conducted with the players directly through the game
engine.; An exploratory analysis of network patterns revealed that
the social architecture of the world was quite effective in shaping
the structure of interaction, as the involvement in various social
networks was influenced by class choice and character level.
However,sociability among players was quite diffuse, with a sizable
number of players opting to play solo despite the built-in
mechanisms that encourage collaborative play. Second, drawing on
the theory of social capital, this study tested the effects of
different structural properties of player social networks. Players
who bridged diverse, otherwise unconnected partners were rewarded
with better task performance in EQII. But contrary to expectation,
players located in dense and closed cliques did not show higher
level of trust towards guildmates or sense of community. Lastly, a
longitudinal analysis of tie persistence and decay demonstrated the
transient nature of social relationships in EQII, but these ties
became considerably more durable over time. Also, character level
similarity, shared guild membership and geographic proximity were
powerful mechanisms in preserving social
relationships.
Advisors/Committee Members: Monge, Peter R. (Committee Chair), Fulk, Janet (Committee Member), Williams, Dmitri (Committee Member), Robertson, Peter John (Committee Member).
Subjects/Keywords: MMOG; social networks; online communities; network evolution; sociability; social relationships; online games; social capital
Record Details
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Record Details
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❌
APA ·
Chicago ·
MLA ·
Vancouver ·
CSE |
Export
to Zotero / EndNote / Reference
Manager
APA (6th Edition):
Shen, C. (2010). The patterns, effects and evolution of player social
networks in online gaming communities. (Doctoral Dissertation). University of Southern California. Retrieved from http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/394587/rec/7065
Chicago Manual of Style (16th Edition):
Shen, Cuihua. “The patterns, effects and evolution of player social
networks in online gaming communities.” 2010. Doctoral Dissertation, University of Southern California. Accessed January 17, 2021.
http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/394587/rec/7065.
MLA Handbook (7th Edition):
Shen, Cuihua. “The patterns, effects and evolution of player social
networks in online gaming communities.” 2010. Web. 17 Jan 2021.
Vancouver:
Shen C. The patterns, effects and evolution of player social
networks in online gaming communities. [Internet] [Doctoral dissertation]. University of Southern California; 2010. [cited 2021 Jan 17].
Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/394587/rec/7065.
Council of Science Editors:
Shen C. The patterns, effects and evolution of player social
networks in online gaming communities. [Doctoral Dissertation]. University of Southern California; 2010. Available from: http://digitallibrary.usc.edu/cdm/compoundobject/collection/p15799coll127/id/394587/rec/7065
.