"CTDA": Critical Technocultural Discourse Analysis [Draft Version]
"CTDA": Critical Technocultural Discourse Analysis [Draft Version]
"CTDA": Critical Technocultural Discourse Analysis [Draft Version]
Critical Technocultural Discourse Analysis
André Brock, Assistant Professor of Communication Studies
University of Michigan
5381 NQ
105 South State Street
Ann Arbor, MI USA 48103
Brocka@umich.edu
Author’s Post Print: This is the draft version of the article published online on Nov 11
2016 in New Media and Society at doi: 10.1177/1461444816677532. Please cite the
online, official version. Also, it’s prettier than this draft.
Brock – CTDA draft version
CTDA [Draft Version]
For those of us in cross cultural research - indigenous cultures,
marginalized peoples, native Americans - rationalist universals are
totally inappropriate (Christians 2007)
Introduction
Critical textual analysis offers interpretations of how a text can
become polysemous and effective when placed in the public
domain of cyberspace. (Mitra and Cohen 1999)
Even as the internet has matured to become our cultural communicative infrastructure, social
sciences and humanities research continues to address this multi-faceted medium from either an
instrumental or theoretical approach. Freelon (2010) noted that internet scholars either examine
“characteristics relative to [their chosen theory] at the expense of other equally compelling
conversational phenomena” or “acknowledge[s] the existence of multiple types of discussion
environments, but fail to formalize the characteristics of these divergent spaces in ways that are
systematic, commensurable and tailored specifically to online discussion [emphasis mine]”
(2010, p. 1173). Accordingly, research into internet phenomena often focuses on specific,
characteristic communicative functions of the technology or, alternatively, as theorized
‘discourse’ from a disciplinary perspective. This paper argues instead for a critical cultural
approach to the internet and new media technologies; one that interrogates their material and
semiotic complexities, framed by the extant offline cultural and social practices its users engage
in as they use these digital artifacts.
This critical cultural approach, which I am calling “Critical Technocultural Discourse
Analysis” (CTDA), combines analyses of information technology material and virtual design
with an inquiry into the production of meaning through information technology practice, and the
articulations of information technology users in situ. CTDA offers the opportunity to think about
all three in parallel, using a conceptual framework interrogating power relations, in order to tease
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out the connections between them. This approach provides a holistic analysis of the interactions
between technology, cultural ideology, and technology practice.
CTDA is designed to be open to any critical cultural theoretical framework, as long as the
same critical cultural approach is applied to the semiotics of the ICT hardware and software
under examination and the discourses of its users. For example, my research stream draws upon
critical race theory, racial ideology, and Western technocultural studies. This conceptual
framework is then applied twice: once to the material, practical, and discursive properties of
blogs, websites, and video games, and a second time to examine the cultural practices that take
place in these digital spaces. The dialectic and dynamics of Black and White American racial
ideology inflect the framing of the technology, the cultural discourses that shape our use of the
technology, and the societal expectations about those technocultural practices.
For clarity, recent research (Author 2012) into African American Twitter usage (“Black
Twitter”) is introduced to illustrate CTDA in action. Black Twitter refers to the recently
uncovered phenomenon of African Americans using Twitter in numbers exceeding their
demographic representation. By employing CTDA, I found that Twitter’s adoption of the Short
Messaging Service (“texting”) protocol played into the increasing numbers of African-
Americans buying smartphones with broadband access; these users were already literate in
computer-mediated communication thanks to early adoption of alphanumeric two-way pagers
and Push-To-Talk mobile telephony. I also used CTDA to illustrate how Black Twitter (digital)
practice draws upon cultural referents and discourse conventions (“signifyin”) drawing from
African American culture. Finally, I found that reactions to Black Twitter use signaled differing
technocultural expectations of effective or productive uses of information technologies. Where
some viewed Black Twitter as “play” or framed Black Twitter discourse through racial
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stereotypes, others argued for it as legitimate technical discourse as well as implicit political
action. Thus, CTDA’s emphasis on evaluating technologies as an assemblage of artifacts,
practices, and cultural beliefs helped to provide a complex, critical analysis of Black Twitter.
A note: CTDA is most useful to critical cultural researchers who have an inquiry into
digital media discourse utilizing qualitative or quantitative content analysis. Moreover, those
who have made preliminary observations of specific digital practices and have access to a
relevant corpus of data (Herring 2004) will find CTDA quite powerful. However, (borrowing
again from Herring 2004) I would suggest to those interested in utilizing CTDA
“This [article] is not intended as a step-by-step “how to” guide, but rather as an
overview of how a [CTDA] researcher might conceptualize, design, and
interpret a research project...for details regarding the implementation of specific
analytic methods, readers should refer to the example research cited [here]”
CTDA, like CMDA, provides a methodological toolkit and a conceptual framework “through
which to make observations and interpret the results of empirical analysis (Herring 2004).
Background
CTDA is a problem-oriented analytical approach to digital (née internet) objects and phenomena.
It was born of my frustrations with digital divide research, which operates from the
technodeterministic premise that access to the ‘digital’ improves the lives of underrepresented
groups1. In brief, I find that academic and public discourses about underrepresented groups’ ICT
use are inextricable from the larger cloth of cultural (not technical) beliefs about the deficiencies
of underrepresented groups when compared to the ‘norm’: White, middle class, Christian,
heterosexual, patriarchal men.
1
In the U.S., government research into the digital divide began with examinations of telephone connectivity and
computer service subscriptions (NTIA 1988), moved to material access to computers (NTIA 1990), and eventually
landed on broadband access and ‘digital equity’(NTIA 2000).
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Digital divide research, a field characterized by innumerable instrumental/quantitative
ICT analyses, serves as an example of the cultural limitations of social science ICT studies.
Selwyn points out that digital divide research employs a “deficit model”; where the non-use of
ICTs is due to shortfalls in the measured group’s cognition, personality, knowledge, resourcing,
social situation, or personal ideology (2004: 107). My personal frustrations with digital divide
research stemmed from my awareness of the “discourses of material and cognitive deficiency”
(Selwyn 2004) applied wholesale to my natal African American community. These studies
reduce the cultural aspects of ICT use to a technologically-limited ‘social’ aspect (e.g., ‘user’)
while privileging ICT usage of elites as a ‘norm’, leaving unspoken the environmental, social, or
cultural ideologies shaping ICT design, expectations or use. I would expand Selwyn’s charge
against digital divide research to include most social scientific research about ICTs and
underrepresented groups.
Much of the myopia inducing social science’s uncritical perspective on technology-in-
society research can be laid at the feet of their instrumentalist approach to technology. By
instrumentalist, I mean that technology is seen as extrinsic to a person’s being and to society’s
character (Christians 2014). As a result, a fair amount of social science internet/new media
research is concerned with what people do, rather than why people do digital practice. In my
quest to incorporate a cultural perspective on empirical technology use, I turned to social
informatics (SI) which shares intellectual space with sociology, science and technology studies,
and organizational studies, as the
Systematic, interdisciplinary study of the design, uses, and
consequences of information technologies that takes into account
their interaction with institutional and cultural contexts (Kling
1999)
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Specifically, I was drawn to Day (2007), who argues for ‘critical informatics/critical information
studies’ as an under-appreciated interpretive and ideological analyses in social informatics (SI)
research. Where the normative and analytic traditions of SI investigates ‘problems’ of ICT and
society, critical social informatics is more interested in the conceptual problematics of ICT use,
design, and dissemination. Day notes that conceptual problematics can only possibly be
resolved - rather than solved - because cultural materials (e.g., ‘information’) are not causal. As
an example, racism is a conceptual problematic, rather than a ‘problem’ to be ‘solved’. Cultural
materials are affordances of expressions, and involve “hermeneutic circles (i.e., their objects of
analysis are bound up with their conditions and tools of analysis and judgments)” (2007: 577).
Day’s argument for the discourse hermeneutic analysis of ICT problematics has been incredibly
influential in my formulation of CTDA, where the interpretive aspects of technology artifacts are
examined in concert with the interpretations of technology discourses.
While critical of quantitative social science, I do not mean to imply that qualitative (e.g.,
cyberculture or information society) ICT and new media research is free from criticism. Webster
(2003: 264) points out that within these theoretical approaches, there still exist subtle forms of
technological determinism, presuming that technology exists outside of the social realm. Early
approaches valorized (or demonized) technology’s possible effects on society while eliding the
specific mediations that such technologies engender in everyday use. More recent research has
evolved to more thoroughly describe (rather than interrogate) ICT interfaces and texts, but the
theorizations have shifted to analyses of ICT’s oppression, resistance, labor, or commodification
of the social. Webster concluded that the concept of ‘information society’ is unsatisfactory
partially due to the “conviction that quantitative changes in information are bringing into being a
qualitatively new sort of social system” (2006: 8). Moreover, many qualitative analyses
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normalize a Western cultural ICT context as the ‘social’, while other cultural ICT usages
(especially, but not limited to, within a US context) are ‘ethnic’ or ‘niche’ (Turkle 2011; Lanier
2010; Rheingold 2007).
Christians (2014) argues, “rooting our understanding of media technology in culture is a
significant advance, but the rooting itself begs the question whether our cultural approaches
account for technology adequately” (2014: 527). To counter the epistemological drawbacks of
qualitative/theoretical approaches to new media research, CTDA draws from Pacey’s (1984)
formulation of technology as a construct of technical artifacts (e.g., knowledge, skills, tools, and
resources), technology practices, organizations, actors (e.g., users, consumers, and professional
organizations) and technology beliefs. CTDA reduces this formulation to a triad of artifact,
practice, and belief, becoming essentially a hermeneutic empirical analysis integrating interface
analysis (semiosis of the material and virtual aspects of the artifact) and critical discourse
analysis (focusing on representations within and of technology) framed by rhetorics of
information technology and critical race theory. In particular, CTDA is keenly interested in the
technological artifact, here theorized as a ‘set of rules and resources built into the technology by
designers during its development which are then appropriated by users as they interact with the
technology (Orlikowski and Iacono, xxxx). From this perspective, CTDA’s examination of
computational artifacts, the ways their interfaces create users through metaphor and practices,
and the beliefs expressed by users of those interfaces/artifacts, integrates symbolic, material, and
discursive aspects of the ICT under examination. As a result, CTDA offers a critical approach to
technology artifacts that reorients technocultural practice to the cultural context in which the
artifact is being used.
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To avoid the normative turn, CTDA focuses on the ways that technology users perceive,
articulate, and ultimately define the technocultural space in which they operate and exist. These
discourses of technocultural ideology are contingent upon the contexts in which they are enacted.
CTDA follows Hutchby (2001)’s exhortation to
“pay more attention to the material substratum which underpins the
very possibility of different courses of action in relation to an
artifact…when people interact through, around or with
technologies, it is necessary for them to find ways of managing the
constraints on their possibilities for action that emerge from those
artefact’s affordances” (2001: 450)
CTDA melds critical cultural theory – as a way of unveiling cultural constraints on technology
use - with the above ruminations on the social construction of technology, focusing specifically
on information and communication technologies.
My version of CTDA incorporates Omi and Winant’s (1994) contention that race is a
sociocultural construction; one that derives energy from the ideological tensions between social
structure and cultural representation. For example, the association of Whiteness with the role of
“default Internet identity” works as a electronic and ideological reification of the practices and
beliefs of the White, male, middle class actors who designed and initially dominated the social
structure of the Internet. Using the works of W.E.B. Dubois (1940), Henry Louis Gates (1988)
and other African-Americanists as CTDA theoretical frameworks to illuminate Black cultural
philosophies and attitudes, I have consistently found that articulations of digital/online Blackness
draw from offline understandings of racial identity (Black and non-Black), technocultural
representations of Whiteness in code, and beliefs about ‘appropriate’ technological use.
Conceptual Framework
Culture as Technological Artifact
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While I employ critical race theory for my CTDA research, CTDA’s theoretical application was
intended to work as a “plug-and-play” mindset. There are two requirements:
1. the theory should draw directly from the perspective of the group under examination, and
2. critical technoculture should be integrated with the above cultural continuity (Christians
2007) perspective.
For Christians, ‘cultural continuity’ in technology studies is meant to decenter theories of
technological determinism premised upon the beliefs of a dominant culture or modernist
technological enterprises. Instead, Christian proposes that analysts investigate historically and
geographically constituted people as the value-laden creators of technological enterprise.
Accordingly, my intent for CTDA was to move ICT research (specifically social informatics, but
internet and new media research in general) away from normative and analytic traditions, which
draw upon instrumentalist ICT formulations incorporating (without acknowledgement)
rationalist normative racial ideologies centering Whiteness as ‘human’. The original version of
CTDA employed critical readings on American racial ideology, incorporating writings about
African Americans from African American authors. CTDA’s approach is open to other cultural
and critical theories and philosophies such as queer theory, critical feminism, Latin@ studies,
intersectionality, pan-Africanist, postcolonial, or gender and women’s studies.
CTDA is specific to inquiries into computer/digital mediation of discourse, focusing on
structure, meaning, interaction, and cultural/social behavior. It broadly follows the tenets of
linguistic discourse analysis, incorporating the assumption that digitally-mediated discourse may
be, but is not inevitably, shaped by the technological features of computer-mediated
communication systems (Herring 2004).
For example, my CTDA approach to Black Twitter began with philosophies of Black
discursive identity. W.E.B. DuBois’ (1903) Souls of Black Folk as well as his second
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autobiography, Dusk of Dawn (1940) provided articulations of Black racial identity. I then
incorporated research on Black discursive identity (Gates (1988); Smitherman (1993); Walcott
(1972)), focusing specifically on signifyin’ discourse. Signifyin’ is a marker of Black cultural
identity operating through articulations and performances of shared referents; and most
importantly for the study, a stylistic format of invention and delivery. Signifyin’ performance
reinvigorates the classical rhetorical trope of invention; successful performances trade on
wordplay, humor, a critical eye, timeliness, and cultural referents, all encapsulated in a variety of
ritual forms. Signifyin’ draws upon Saussure’s ([1916], 1974, p. 67) sign/signifier/signified, but
purposefully reformulates that definition to draw attention to the signifier as the playfully
multivalent interlocutor while the signified evolves from form to object. Thus, signifyin’
becomes a digital practice where the interlocutor inventively redefines an object using Black
cultural commonplaces and philosophy and in the process authenticating their cultural identity
(Author 2012).
While examining Black Twitter, I found that Black signifying discourse practices such as
performance, audience, ritual, and catharsis map closely onto Twitter’s discourse features of
addressivity, concision, and networks2. This conceptual framework allowed me to define,
describe, and analyze the use of Black discourse on Twitter from the perspective of those who
employ it to articulate their identity and the structures of everyday life. Critically, Smitherman’s
contention that signifyin’ discourse serves as an identity marker for Black culture and
community reoriented my perspective on Black Twitter from an idiosyncratic use of an
‘efficient’ communication service to a deeper inquiry into why Twitter and Black discursive
2
The use of the “@” symbol to identify interlocutors; the ritualistic abbreviation of complex meaning into 140
characters; the technosocial formation of a group of like-minded users (Author 2012)
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culture. The question became “Is language use alone what made Black Twitter different from
other uses of the service?”
Technocultural Theory: Technology as Cultural Artifact
As mentioned earlier, CTDA reformulates Pacey’s triadic technology definition for internet
studies: transposing technical to ‘artifact’, organizational to ‘practice’, and cultural to ‘belief’.
There are two reasons for this; the first is epistemological. Pacey’s original formulation defines
‘technical’ as “knowledge, skill, and technique; tools, machines, chemicals, liveware; resources,
products and wastes” (1983: 6), while ‘organizational’ is the “economic and industrial activity,
professional activity, users and consumers, trade unions” (1983: 6). This is a powerful construct,
but underplays the role of technocultural ideology, or beliefs and practices about the appropriate
use of technology, “reproducing the existing relations of production” (Althusser 1970) in both
categories. Sweeney (2014) argues that Pacey doesn’t go far enough in unpacking the influence
of ideology on technology design, organization, and dissemination, noting that racial and gender
ideologies are at play in all categories, not just culture. In response, CTDA’s hermeneutic
approach interrogates ideology at every point on Pacey’s triangle. Dinerstein’s (2006)
articulation of technocultural ideology has proven invaluable to CTDA, as he writes that
technoculture is a matrix of six beliefs shaping technology design and use: progress, religion, the
future, modernity, masculinity, and Whiteness.
The second reason for reformulation relates to conceptual efficiency; given the
complexity of culture, of ICTs, and of CTDA’s hermeneutics, this goal seems improbable.
Culture is paradoxically the easiest to reduce: CTDA follows the maxim “make it strange”,
adapted from Dyer’s (1997) exhortation to decenter Western culture as a ‘norm’ for human
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culture. By reorienting “social” as cultural practices and beliefs, CTDA narrows and deepens
the milieu in which a technological artifact is deployed.
The reach, malleability, and ubiquity of information and communication technologies
resists specificity and efficient operationalization: is Twitter a service, a tweet, an app, a
network, or a broadcast platform? In other words, which particular configuration of
internet/digital/computational technologies and users should be selected for further examination?
One manner in which internet research addresses specificity rests upon functional descriptions of
the artifact - partially because of the newness of the artifact under study (e.g., Facebook is 10
years old; Twitter is 7; Vine is 2), but also because researchers are typically more interested in
the means of the artifact than the ends.
CTDA’s social informatics origins, on the other hand, lead to a structured inquiry based
on empirical examinations of the computational artifact in an organizational setting (e.g., where
is the artifact located when it is used?). CTDA prefers ‘institution’ to ‘organization’, however,
because organization connotes formal structure while ‘institution’ allows the cultural activities of
groups - formal or informal - mentioned previously to frame the empirical investigation. By
institution, CTDA co-opts G.H. Mead’s (1934) definition, where he wrote that “institutions…are
organized forms of group or social activity - forms so organized that the individual members of
society can act adequately and socially by taking the attitudes of others toward these activities”
(1934: 261). For example, American racism is an institution with clearly defined activities,
actors, spaces, behaviors, and beliefs - for the racist, for the abstainer, and for the person being
discriminated against.
For ICT and new media research, then, CTDA reframes Mead’s ‘institutional activity’ as
“information technology-practice”. Viewed in this way, CTDA’s conceptual efficiency is
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achieved by limiting the examination of information and communication technologies to
discourse in context (online) and interface use in context. A CTDA analysis examines how
actors shape technologies and themselves in response to the technologies they use; these
technologies in turn are shaped by those who design and market them.
Technique
Discourse Analysis
CTDA is strongly influenced by Wodak’s (2000) discourse-historical approach (DHA) to critical
discourse analysis. Both share an appreciation of hermeneutics as a major analytical tool. For
Wodak, this means integrating information about the sociocultural contexts within which the
discourse and texts are generated. CTDA integrates critical theory - specifically critical race
theory and technology studies in my own work - with the intent of examining the cultural, social,
and historical contexts within which ICTs are developed.
There are differences, however. Both approaches examine ‘discourse’, but where DHA
examines written and spoken discourse, CTDA has the additional task of operationalizing the
computational object as discourse (c.f., “technology as text” in Grint and Woolgar 1997). Where
the discourse-historical method explores the sociohistorical dimensions of discourses and texts,
CTDA explores the technocultural mediation of discursive actions embodied as online discourse
and digital interfaces. Both approaches attempt to integrate “a large quantity of available
knowledge about the available sources and the background of the social and political fields in
which discursive events are embedded” (Wodak 2000: 65). CTDA is particularly keen on
interrogating the influence of beliefs about the world that mediate “appropriate” uses of and
discourses about ICTs.
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CTDA is heavily indebted to December’s (1996) units of computer-mediated
communication and Herring’s (2004) computer-mediated discourse analysis (CMDA).
December’s work is integral to CTDA’s empirical analysis of the discursive mediation of
internet-connected devices, as he defines computer-mediated communication as operating as a
triad of “Server/Client/Content”. This formulation highlights the need for internet and new
media researchers to examine not only the texts generated by their human subjects, but the
artifact and the program (or protocol) through which these texts are generated. This is where
many studies falter: they resort to generalities about ‘the Internet’ without unpacking the
ideological content of those generalities (e.g., the Internet as a ‘democratic’, or ‘cool’ medium);
they conflate ‘community’ with a group’s use of a particular ICT; or they cursorily explore the
specific mediations of the device(s) their subjects use to create their discoursesi. CTDA
addresses these shortcomings by conducting a close reading of the user interfaces of the ICT
artifacts in question, examining elements such as GUI design, narrative, context of use, and the
cultural background of the designers or intended users.
Herring describes CMDA as an analysis of logs of verbal interaction; specifically those
engendered through computer-mediated communication. Computer mediated discourse analysis
works on a loose set of discourse analytic principles, plus a rejection of a priori technological
determinism (Herring 2004: 4). These principles are:
• discourse exhibits recurrent patterns
• discourse involves speaker choices
• computer-mediated discourse may be, but is not inevitably, shaped by the technological
features of computer-mediated communication systems.
Like Herring, I insist that CTDA is a methodological toolkit and a set of theoretical lenses.
Critical technocultural discourse analysis builds upon Herring’s application of her technique to
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language as social behavior; that is “linguistic expressions of play, conflict, power, and group
membership over multiple exchanges”. CTDA reframes and interrogates “social behavior” by
drawing upon critical race theory and technology studies. This is similar to Kellner’s (1995)
proposal that critical cultural studies should conduct “a multi-perspectival approach that (a)
discusses production and political economy, (b) engages in textual analysis, and (c) studies the
reception and use of cultural texts”. Applying these concepts to the ICT artifact, CTDA
redirects Kellner’s claim to apply to ICTs by arguing:
• ICTs are not neutral artifacts outside of society; they are shaped by the sociocultural
context of their design and use.
• Society organizes itself through the artifacts, ideologies, and discourses of ICT-based
technoculture.
• Technocultural discourses must be framed from the cultural perspectives of the user AND
of the designer.
The above premises work to implement Couch’s (1995) assertion that information technologies
must be analyzed via a framework examining “the forms of relatedness that prevail among those
who develop and use information technologies and the forms of connectedness that prevail
between information technologies and their users” (1995: 223). In response, CTDA implements
a critical discursive approach that frames the ICT interface as a ‘text’ to be read against the
discourses of its users.
Interface Analysis
Couch (1995) also argued that information technologies either have an ‘evocative or referential’
bias (1995: 238) and thus communication scholars studying information technologies should pay
close attention to the “the formatting qualities of information technologies [emphasis mine]”
(1995: 223). Interfaces, rather than programming languages or physical design, are the medium
through which humans primarily interact with ICT algorithms, symbols, and practices.
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Accordingly, CTDA is keenly interested in the interface’s symbolic articulation/accretion of
meaning. ‘Interface’ is a complex concept with multiple considerations: is the screen the
interface? Is the ‘app’ the interface? Is the material form the interface? CTDA says ‘yes’ to all
of these, depending upon context. A CTDA analysis should consider not only the symbols and
text displayed on any screen, but also input and output contrivances mediating activity. This
includes physical keyboards, digitized touch screens, multimedia capabilities, form factor, screen
size, graphics capabilities, bandwidth, and a myriad of other factors shaping ICT experiences.
For example, the CTDA analysis of Black Twitter considered the many incarnations of
Twitter-as-interface. At best, Twitter research interested in cultural specificity categorizes usage
by geolocation, language, or topical exigency; the device or application originating those tweets
usually gets short shrift even when the research is specifically about mobile ICTs. These
approaches make sense from an instrumental and resource allocation perspective. Twitter’s API
standardizes the way each device and user communicates with the service, while there are just far
too many devices and apps available to a Twitter user to for a researcher to isolate and focus
upon one device. To illustrate: In 2010, nearly 50% of Tweets originated from the website
Twitter.com, while the remaining percentage originated from a staggering number of sources:
over 800 smartphone and mobile devicesii, over 100 different mobile applications, as well as
through Twitter’s original protocol, the Short Messaging Service (“Twitter Clients” 2010).
Those numbers are on the rise, even as Twitter’s growth begins to slow; in Twitter’s SEC filing
for an Initial Public Offering last year, the company noted that nearly 75% of Monthly Access
Users (their name for active users) access Twitter from mobile devices (Registration Statement
2013).
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It’s tempting to operationalize Twitter-the-interface as the content and presentation of a
user’s homepage feed. From there, inductive reasoning leads to the belief that all users see the
same interface. It’s a fair assumption, as Twitter’s API for third party clients (which can be
understood here as the algorithm behind the homepage’s visual interface, display of content, and
syntax (boyd, Golder, and Lotan 2010) standardizes how information can be sent to the service.
A second possibility for analytic simplification stems from cultural connotations (from which
researchers are unfortunately not exempt) of ’computer’ - much like ‘internet’ - as a generic term
for the diversity of hardware, software, and practices that actually comprise a computing
experience. This is unfortunate, since touch-enabled mobile devices have considerably altered
computing design and practicesiii . Mobile’s smaller display size, network connectivity, touch-
enabled interfaces, combined with near-instantaneous visual feedbackiv , all contribute to a
different computational paradigm than browser-based websites (the ‘beige box’ paradigm)
offered previous generations of computer users. The perceptual difference in computational
prowess between mobile and desktop/laptop computers becomes obvious when a technocultural
analysis is applied; mobile devices are routinely denigrated in the popular press and in digital
divide research for their inability to enable the user to be ‘productive’.
Returning to Twitter’s complexity: limiting “Twitter” to the form and content of the
home page falls afoul of analytic interruptus (Lofland 1970), where the concept under
consideration is only considered vaguely. Aside from being instrumentalist, operationalizing
Twitter-as-homepage glosses Twitter’s diverse ecosystem (device, app, design, practice) and
user diversity. Even with the API, each client offers unique features afforded by the design
constraints of the material, informational, environmental, and social contexts of use.
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Twitter’s data provides a stellar example of the interpellation of a user’s chosen
client/app and the service, as each tweet provides the device and client from which the message
was sent. A recent cellphone marketing practice has been to tap celebrities to be ‘brand
spokespersons’, using the manufacturer’s flagship device at promotional events. Twitter’s social
ubiquity and low barrier of participation means that celebrities can register their presence at such
events by sending a tweet; Twitter’s material ubiquity allows for it to be installed at the operating
system level as a messaging optionv, a common feature for flagship smartphones. Inevitably,
however, in the rush to participate, the celebrity will tweet from their personal handset, which is
not the sponsored device.vi This highlights a weakness of the instrumentalist perspective on
Twitter use: it has no real answer for why people prefer a specific device if every Twitter client
is the same.
Finally, linking interface analysis, technoculture, and African American culture (or other
critical cultural frameworks) necessitates a historical materialist approach. For Black Twitter,
CTDA employed DuBois’ (1940) observation that Black culture is suffused with aspirations to
American citizenship and personhood - and the rights and privileges accruing thereto - while
simultaneously hyperaware of the Black community’s position at the nadir of White American
racial culture. In material terms, this can be most clearly seen in the historical environmental and
economic segregation of Black communities and the corresponding lower rates of home
ownership, internet (née telephone) access, and educational attainment (Straubhaar et al, 2012).
These three factors figure heavily in digital divide research, which often finds Blacks trailing
Whites in internet access and literacy. Hoffman and Novak (1998), however, argued that a
possible reason for differences in Black and White internet use could rest upon the exponentially
smaller amount of content published for and by Black online sources of information. They
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predicted that as content for Blacks increased, the numbers of Blacks online would increase; I
contend that thanks to the user-generated content of Web 2.0, social networks, and the adoption
of mobile internet devices, Hoffman and Novak’s predictions have borne fruit.
In a related vein, consolidation and deregulation in telecom policy and practice augured
changes in Black mobile internet use. Last-mile regulations and a ‘universal service’ mandate by
the 1986 Telecommunications Act failed to spur telecom development in segregated Black
communities, leaving them struggling to connect to the nascent World Wide Web. In the
meantime, cable companies and cellular phone providers provided these communities with
alternate means of internet access. When examining mobile phone access, Smith (2010) found
that nearly 60% of African Americans accessed the internet through smartphones or mobile
devices; indeed, for many of them it was their only connection to the internet, broadband or
otherwise. Also, Android is overwhelmingly the platform of choice because of its deployment
on lower-end smartphones and feature phone. These surprisingly full-featured phones affordable
and available, especially on pre-paid smartphone plans, and are thus a factor in Black
smartphone adoption). Twitter’s ubiquity comes into focus here: even on the lowest-end
phonesvii Twitter can be accessed legibly through Short Messaging Service (SMS or ‘texting’),
use of which has exploded over the last decade thanks to bundled and ‘unlimited’ text messaging
plans deployed by cellular service providers.
In sum, CTDA’s interface analysis is the process of approaching the “speed, size, and
character of technology” (Christians 2014) from a critical cultural perspective. While ICT users
are often interpellated primarily through their interactions with computationally-rendered
interfaces, CTDA’s interface analysis asks that researchers also include the material, economic,
historical, and cultural factors leading to the design and use of a given ICT artifact.
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Data and the Collection Thereof
CTDA’s approach to materiality, discourse, and ideology gives it considerable flexibility for
approaching internet and new media objects. There are three primary expectations for any
CTDA analysis:
1. Multimodal data operationalization.
2. Multimodal interpretive research methods.
3. Critical cultural framework applied equally to all data modes.
Multimodality reflects the Internet’s simultaneity as infrastructure, service, platform, application,
object, subject, action, and discourse. CTDA opts for a multimodal - as opposed to mixed
methods - study of the ICT-as-object alongside the ICT-as-text to capture what Silverstone calls
the “double articulation” of technology (Silverstone et al 1989). This effects a simultaneous
recognition of the ICT’s stature as both artifact and medium, grounded by the active reciprocal
constitution of ‘user’ through interface design and discourse.
For those interested in utilizing a CTDA approach, be warned: its interpretive and
critical approach is complex, unwieldy, and often necessitates verbosity. Neither interface
analysis nor critical discourse analysis can be done succinctly. The former demands interpretive
analysis based on deep description, while the latter requires extensive sociocultural context for
validity and intelligibility. Livingtone (2007) admits as much in her recounting of her work with
a similar approach - Roger Silverstone’s “double articulation” - which demanded an integrated
analysis of ICT-as-material-object while incorporating an analysis of the same ICT-as-text
“located in the flow of particular sociocultural discourse” (Livingstone 2007). Livingstone
contends (and I concur) that this integration of online and offline ICT use is surprisingly
difficult; the goal is to sustain a subtle analysis of both the domestic context of use and the
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semiotic richness of the online world people engage in. CTDA analyses strive to maintain a
balance between studying context and studying text - but it is not an easy task.
Multimodal Data
Data multimodality is the praxis of CTDA’s conceptualization of technology as a troika of
artifact, practice, and belief. CTDA is multi-modal, rather than mixed methods, because it
considers both ICTs and online discourses as ‘texts’ (Grint and Woolgar 1997). This position
works particularly well for research into online artifacts, such as blogs and social networks,
where the artifact directly shapes the discourses available. However, CTDA has also proven
adept at analyzing ICTs that do not directly mediate online discourse, such as video games and
web browsers; this is only possible because of CTDA’s emphasis on interface analysis.
For example, the Black Twitter study operationalized Twitter as a service (artifact), as
interface and mechanics (practice), and as the discourses of its users and observers (belief).
Twitter-as-service was examined through historical contextualization and a brief look at
Twitter’s modes of production (e.g., web and mobile protocols), while Twitter-as-interface
underwent a user interface analysis examining how meaning and the construction of the ‘user’
was generated through interface symbols and conventions (or, “ideology-in-practice”). For
Twitter-as-discourse I analyzed the content Black Twitter users generated from a Black linguistic
identity framework, as well as responses to those tweets from in-group (Black) and out-group
(White) observers. CTDA’s multimodal approach ensured that a critical cultural framework
drawing upon technocultural and racial ideology united my discourse analysis of Twitter users
and interface analysis of Twitter’s mediation of discourse.
Interface Analysis
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CTDA’s flexibility is a blessing and a curse for data collection. Because CTDA was intended to
study internet/new media artifacts, the analyst’s first challenge is to delimit the artifact. Method
is one way of delimitation; choosing to study Twitter in terms of “interactions per second” will
reveal a different Twitter than a study examining hashtagged social justice campaigns. CTDA’s
move to classify the ICT artifact as ‘text’ is reductive, but only marginally. This textual
approach retains Hutchby’s (1997) argument for affordances as enabling and constraining factors
while also considering that said affordances do not necessarily derive from the ‘natural’ features
of the artifact's material, but also can be designed within the artifact (449). The reduction comes
to light by pre-emptively acknowledging cultural influences providing possibilities for
interpretation. Doing so asks that the analyst unpack specific (rather than general, ‘human’)
cultural, ideological, and historical contexts shaping design and use, while relieving her from
formal exegesis of the entire technical complexity of an ICT. The analyst must then focus on
specific features of the ICT artifact by delving deeply into their interpretation, execution and
representation based upon their conceptual framework.
The CTDA analysis of Black Twitter considered Twitter’s protocol and interface as part
of Twitter’s ‘discourse’, a move distinct from defining Twitter simply as its lexical and social
features. Isolating Twitter to one interface, however, is nearly impossible given its multiple
incarnations on various platforms and hundreds of applications. In unpacking the multiplicity of
Twitter, the study discovered instead that Twitter-the-interface is nearly as singular as the user,
even before examining the personalization allowed when creating a profile. A second finding
was of Twitter’s repurposing of the SMS protocol, which has become a highly popular
communicative medium in the scant ten years since its introduction. While SMS is
standardizedviii and brief, its functionality in the mobile phone communicative suite deriving
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from its deep integration with the phone’s contact list augment SMS’ emotive and performative
qualities. Rising trends of smartphone adoption in the Black community, correlating with the
exponential growth of messaging services, led the CTDA analysis to argue for Twitter’s decision
to embrace the SMS protocol as a seminal factor in the rise of Black Twitter. Thanks to
Twitter’s availability in an internet-enabled communitarian device, alongside the lowered barrier
of adoption thanks to familiarity with a pre-existing ritual mode of computer-mediated
community-oriented communication, the CTDA analysis used inductive reasoning to argue that
Blacks were able to retrofit Twitter’s brevity, ephemerality, and performativity to signifyin’
discourse.
Critical discourse analysis
"critical textual analysis offers interpretations of how a text can
become polysemous and effective when placed in the public
domain of cyberspace" - Mitra and Cohen, 2000
CTDA’s critical discourse analysis is easier to operationalize, but the sheer proliferation of
online text on any given blog is enough to give any seasoned analyst pause. While ‘Big Data’
approaches suggest that algorithmic explorations of large corpora are the best way to learn of
sociocultural discourse patterns, CTDA follows the tradition of critical discourse analysis by
isolating and examining topical and/or site-based online discourses. Where CTDA differs from
traditional critical discourse analysis is in its adherence to Herring’s (2004) exhortation that any
analysis of computer-mediated communication must contextualize the mediation of said
discourse by the enclosing technology. For example, a WordPress blog will mediate discourse
differently than YouTube comments or Tumblr notesix, and as such should be noted in the
analysis. A CTDA discourse analysis, then, is critical not only of the content that people deploy
as they use ICTs to write themselves into being, but also the ways that the medium “hails” them
into being as “users.
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Using the Black Twitter online discourse analysis as an example, there were two pressing
questions to be addressed. Firstly, how does Twitter serve as and mediate discourse? Second,
how do cultural referents and discursive strategies shape Twitter use? The interface analysis
conducted on Twitter earlier in the process provided some clues to Twitter’s discursive
properties. The CTDA analysis found that Twitter-mediated discourse through brevity, ritual,
performativity, and ephemerality, while social proximityx and cultural referents served as
semantic reference points encouraging conversational form and coherence. Meanwhile, CTDA’s
theoretical framework provided warrants for the argument that discourse conventions in Black
Twitter tweets and hashtags drew upon the African American discursive practice of signifyin’.
Taken together, the CTDA analysis argued that that Black Twitter could be understood as online
signifyin’ practice - a discursive articulation of Black identity mapped onto and mediated by
Twitter’s computational, network, and semantic qualities.
Conclusions
Critical Technocultural Discourse Analysis provides a holistic analysis of the interactions
between technology, cultural ideology, and technology practice. While my own future research
excavates how and why Blackness is a ‘normal’ online identity, other practitioners have
successfully infused CTDA with critical feminist, intersectional, race and labor, and other
conceptual frameworks to examine avatars, weblogs, podcasts, Twitter, and gaming. Still,
CTDA is not necessarily the easiest way to approach internet research, given its emphasis on
evaluating the complex interaction between technology, technology practice, and beliefs about
how technology shapes us is a complex endeavor. Critical technocultural discourse analysis was
initially devised as a counter to rationalist and functionalist critiques of information technology
in my home discipline of social informatics/information science. It retains SI’s empirical
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orientation, but eschews formalism to apply an interpretive analysis to ICTs and to those using
them. CTDA’s orientation to technology draws upon Carey’s formulation of communication as
ritual and the subsequent transmission of belief, as opposed to “rational, objective” information.
CTDA analysts should conceptualize ICT as a communicative process, by unpacking what a
specific ICT artifact is based upon what it is designed to “do” and critically, how users articulate
themselves in and about the artifact.
I began this article by discussing my disciplinary influences from social informatics and
information studies, leading to CTDA’s emphasis on empirical and interpretive approaches to
computational and digital artifacts. I believe that CTDA’s emphasis on the materiality of virtual
semiosis could also be valuable to digital scholars from other disciplines, such as new media,
gender and women’s studies, film and television studies, sociology, anthropology, and
information science. While the examples of CTDA in this article are internet-enabled artifacts
and discourses, the technique is flexible enough to examine any digital artifact or exigency.
For example, technically, any application with Internet access is ‘on’ the Internet. In
previous work I described the web browser as a synecdoche for the Internet itself, as many
people ‘get on’ the internet by starting their web browser, which opens to a default ‘home page’.
The definition, then, of “internet”, could be understood as ‘content framed by the web browser’.
It is a testament to the web browser’s ascension to communicative infrastructure that the browser
is rendered invisible as the frame for internet content access - at least until the connection fails to
load properly. That turned out to be the case with the Blackbird browser, which was designed to
deliver content targeted to African American internet users. Black users didn’t appreciate the
browser’s ‘mechanization’ of Black culture, while understandably wary of being segregated from
the wider internet. Non-Black users derided the browser; Blackbird was panned for its relatively
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unsophisticated design but also because it identified web content as ‘cultural’ (Author 2011).
This last finding illustrates the power of Whiteness to be unmarked as ‘culture’, an aspect of
White technoculture structuring Internet representations. It is this precise moment - where users
interpellate themselves through their interactions with digital technologies - that CTDA was
designed to examine.
While it is possible to conceive of one person using an ICT in isolation, CTDA argues
that even a solo act of engaging with ICTs is in and of itself a discursive construction of self in
dialogue with an ‘other’. This draws upon Couch’s (1995) argument, “the smallest unit of
analysis for students of information technologies is two parties using an information technology”
(1995: 233). While this perspective may seem to elide the design stages of technology, I insist
that design ideologies are ‘written’ into technologies for legibility by users. Thus, solo ICT users
are responding to external mediations of self proffered by ICT design and an interface intended
to rhetorically shape the actions of the user, while navigating offline cultural and social
influences on identity and the self.
Validity and replication
CTDA is meant to be reflective; that is, as Woolgar (1991) writes, “readings of the technology
text are accomplished both by technologist subjects and by the analyst [original emphasis] in the
course of sociological argument” (1991: 39). While textual analyses of complex technological
artifacts should be reductive, the reflexivity needed to situate ICTs in historical, material, and
ideological context necessitates near-narrative exposition and analysis. As a result, empiricists
and quantitative scholars alike may be concerned about whether CTDA studies can be replicated
by other researchers using the same data. In response, I contend that CTDA is precisely
formulated to expose that validity and replicability are false constructs of positivism; that each
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researcher brings their disciplinary, cultural, and social perspectives to the research they conduct.
If the next researcher employs a CTDA analysis on the same data, using the same theoretical
framework - their findings will differ because of their positionality to the framework and the
data. I speculated as much in the conclusion to my Black Twitter research; that it was my hope
to reexamine the data to unpack how Twitter’s design and use by White people is evocative of
White cultural referents and technocultural discourses.
This speculation leads to one of my final concerns. As a critical race scholar in a time of
increased racial unrest and outright racism, I am often concerned with the praxis of my research.
That is, having done the critical work, how does my research influence research into social and
new media use? Returning to the premise of conceptual problematics, I contend CTDA is not
intended to solve structural inequalities, prejudice, or biases inherent in information technology,
but rather to decenter normative discourses about all three and their influence on information and
communication technologies. This is in and of itself valuable work, as technocultural attitudes
towards ICTs work very hard to obscure the costs incurred by adopting technological solutions to
social problems. CTDA’s existence came about because of my need to examine how race
engaged with information technology; its uptake by young scholars shows that it has promise for
feminist, queer, disability, and other critical scholars. Eventually, CTDA will find purchase with
scholars interested in analyzing how White masculine heterosexuality inflects and even
overdetermines ICT use and design. I can’t wait.
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i
e.g., the material differences between mobile, desktop, and cellphone access to the Internet or the differences
between a mobile browser and a desktop browser.
ii
Android, iOS, Windows Phone, Blackberry, Symbian
iii
although perhaps not on the same scale that the graphical user interface or the computer mouse changed
computing
iv
premised on our pre-existing cognition regarding the tactility of touch.
v
as opposed to requiring a separate app install. HTC’s Sense OS, Samsung’s TouchWiz, and Apple’s iOS all offer
Twitter integration.
vi
http://www.mycustomer.com/feature/marketing/biggest-celebrity-pr-fails/166666 ,
http://www.techhog.com/windows-phone-spokesperson-jessica-alba-busted-using-an-iphone-at-fashion-week/
vii
e.g., phones using Wireless Access Protocol (text-only) browsers for internet access; also those lacking
alphanumeric keyboards, advanced graphical capabilities, computational power, or broadband-capable connectivity
viii
across multiple wireless protocols
ix
There’s also diversity within blogging services – Wordpress differs from Drupal, which differs from Blogger.
x
follower and followees; also Twitter groups and the use of the phone’s contact list to encourage social sharing
between affiliates.
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