Seth C. Lewis and Oscar Westlund
In contemporary journalism, there is a need for better conceptualizing the changing nature of human actors, nonhuman technological actants, and diverse representations of audiencesâand the activities of news production, distribution, and interpretation through which actors, actants, and audiences are inter-related. This article explicates each of these elementsâthe Four Aâsâin the context of cross-media news work, a perspective that lends equal emphasis to editorial, business, and technology as key sites for studying the organizational influences shaping journalism. We argue for developing a sociotechnical emphasis for the study of institutional news production: a holistic framework through which to make sense of and conduct research about the full range of actors, actants, and audiences engaged in cross-media news work activities. This emphasis addresses two shortcomings in the journalism studies literature: a relative neglect about (1) the interplay of humans and technology, or manual and computational modes of orientation and operation, and (2) the interplay of editorial, business, and technology in news organizations. This articleâs ultimate contribution is a cross-media news work matrix that illustrates the interconnections among the Four Aâs and reveals where opportunities remain for empirical study.
Introduction
Amid the widespread diffusion of digital information technologies, the mediascape is changing in various ways. Perhaps most visibly among these changes, new configurations involving social actors, technological actants, work-practice activities, and different kinds of audiences have become interlinked in ways that confound boundaries between production and consumption, professional and nonprofessional, and intra- and extra-organizational domains. Thus, the nature of who or whatâwhether human actor or nonhuman technological actantâguides message formation and circulation, and how such media-shaping takes place in relation to whom (certain kinds of audiences) may require some rethinking.
For the study of institutional news production particularly and news work more generally, there is a scholarly need for theoretical frameworks that accommodate and account for the shifting character of these elements and the interconnections among them: human actors (e.g., journalists, technology specialists, and businesspeople); technological actants (e.g., algorithms, networks, and content management systems); and audiences (e.g., assemblages of audiences distinct to certain platforms, devices, or applications)âall potentially intertwined in the activities that constitute cross-media news work. The term cross-media refers to the integration of multiple media platforms. When combined with news work, the concept acknowledges the various forms of journalism within a holistic frameworkâincluding editorial as well as business and technology activities, thus rendering a more complete picture of news publishing at the organizational level (Westlund 2011).
In reviewing the literature on actors, actants, audiences, and activities, we argue that there is a lack of comprehensive theorizing that acknowledges these dimensions and their inter-relatedness in contemporary cross-media news work. This articleâs contribution is in explicating the âFour Aâs,â introducing a matrix for visualizing their relationships, and proposing a research agenda for studying them in a more holistic fashion. Our overall purpose is to develop a heuristic for conceptualizing news production and distributionâand yet, the matrix we propose likewise could be applied to contexts of media creation and circulation more generally.
Toward a Sociotechnical Emphasis in Journalism Studies
During the past two decades, journalism studies scholars have paid special attention to the role of technology in news work (for reviews, see Domingo and Paterson 2011; Mitchelstein and Boczkowski 2009; Steensen 2011). This research has typically drawn upon established theories and concepts for explaining how various elements of technology have been incorporated into (or resisted by) the professional cultures and organizational contexts of journalism (Lewis 2012). These approaches have been helpful in clarifying the changing character of digital news production and the evolving relationship that journalists have with audiences (e.g., Singer et al. 2011). Yet, this line of research has given greater emphasis to human-centric considerationsâsuch as individual role conceptions, organizational constraints, professional norms, national culture or ideology, and other socio-cultural factorsâwithout sufficiently acknowledging the distinct role of technology and the inherent tension between human and machine approaches (exceptions include Anderson 2013; Boczkowski 2004). This humanâtechnology tension is best understood as a continuum between manual and computational modes of orientation and output in contemporary cross-media news workâa way of perceiving the relative gravitational pull of each dimension in shaping news publishing (Westlund 2013).
Additionally, this vein of journalism studies has focused heavily, if not exclusively, on the editorial sides of news organizations. The result has been neglect in the literature for socio-technical objects and information technology specialists (exceptions include Ananny 2013; Nielsen 2012), particularly when such technologies and technologists operate beyond the boundaries of the organization. Even in recent studies of computer programmers and related technical specialists, scholars have prioritized the study of editorial implications vis-Ă -vis a broader reading of organizational change (e.g., Karlsen and Stavelin 2014; Lee-Wright 2008; Parasie and Dagiral 2013). This emphasis is understandable: editorial actors are most associated with shaping media content and its downstream impact on media audiences. Nevertheless, we argue alongside media management scholars that business elements are no less crucial to the overall framework of institutional news production.
Because of these blind spots in the literatureâof failing to account more fully for the humanâtechnology dynamic, on the one hand, as well as the organizational interplay of editorial, technology and business on the otherâthere is an opportunity for developing a sociotechnical emphasis in journalism studies. This emphasis is not a deterministic view that assumes technology is âchangingâ journalism; on the contrary, by bringing to the fore technologies and technologists as key aspects of study, this approach adds a sociotechnical focus to the ongoing sociocultural research being done about journalism, helping to reveal nuances in the relationships among human actors inside the organization, human audiences beyond it, and the nonhuman actants that cross-mediate their interplay. Additionally, this sociotechnical emphasis acknowledges the extent to which contemporary journalism is becoming interconnected with technological tools, processes, and ways of thinking as the new organizing logics of media work (Deuze 2007; Lewis 2012).1
Our point of departure is to clarify the larger set of dynamics operating in the humanâtechnology and editorialâbusinessâtechnology intersections to facilitate a matrix and a research agenda for cross-media news work. We do this by explicating actors, actants, audiences, and activities, in each case describing what we know from extant literature and thereafter suggesting how a sociotechnical emphasis might shed new light on these elements and their relationships.
Actors, Actants, Audiences, and Activities
Actors
Humans play a central part in shaping media. Sociologically minded scholars have emphasized the social construction of technology and user agency in assessing the âimpactâ of tools (Boczkowski 2004; Pinch and Bijker 1984). Nevertheless, scholars of communication and technology have concluded that in all but dismissing technological determinism entirely âwe may have âovercorrectedââ (Neff et al. 2012, 300), privileging human power to the point of failing to account for the obvious in contemporary media life: âthere are times and places when and where we are not fully in control of our machinescapesâ (312). The upshot, Neff and colleagues suggest, is to acknowledge âtechnical agency,â not in assigning consciousness to technology but in recognizing the constraints that humans may face in working within technical systems of ever-growing complexity and ubiquity.
How might this apply to a study of humans working within cross-media news work? For one, journalists have long worked with both machines (technology) and machine-operators (technicians) to accomplish journalism: from lithographs to typewriters to newspaper pagination to early online journalism to content management systems (CMS). There is nothing inherently new about what Powers (2012, 25) calls âtechnologically specific forms of workââforms of news work that are inextricably tied to the technologies associated with them. What is important to recognize, however, is that such forms of work, from photojournalism of yore to programmer-journalism of today, carry certain assumptions about their journalistic legitimacy. To the extent that a news practice is distinctly connected to a technical affordance, it may struggle, at least in an early stage, to be recognized as ârealâ or simply âordinaryâ journalism (Powers 2012). Perhaps journalists discount technically enabled forms of journalism because of their conviction that reportingâa most human endeavorâis central to their professional craft (Anderson 2013). Indeed, historically the broad work of news publishingâthe content-centric work of editorialâhas carried a manual orientation: journalists and editors manipulated comparatively âdumbâ tools to manufacture news information. Digitization, however, has brought with it a variety of technologically specific forms of work, such as social media curation and online aggregation, as well as âsmartâ algorithms and automated processes that in some instances can replace activities previously performed by humansâtypified by the emergence of ârobot journalismâ and its machine-written forms of news (van Dalen 2012). While many media scholars have directed attention to the increasingly precarious conditions of news workers because of institutional and organizational pressures, less research has focused squarely on the humanâtechnology dimension as an organizing framework. Future research might therefore investigate how editorial workers are negotiating issues of authority, identity, and expertise in connection not only with technologically specific forms of work like programmer-journalism (Lewis and Usher 2013; Parasie and Dagiral 2013) but also with the machine-led processes assuming more responsibility for functions traditionally associated with professional control (Bakker 2012; Lewis 2012; Westlund 2011).
Beyond simply recognizing the interplay of journalists and technology on the editorial side, however, a sociotechnical emphasis would also address the roles of other actors, within and beyond the news organization. External to the firm, there are several actors that reasonably play a shaping roleâfrom sources and advertisers, to policymakers and hardware/software providers. Here we wish to focus on two internally situated social groups that historically have been less visible to media researchers and yet are no less relevant in media organizations: technologists and businesspeople. It is crucially important to acknowledge these actors, in both theory and empirical practice, if we are to grasp contemporary changes in news media from an organizational perspective.
The first group of actors would include information technology (IT) specialists, systems designers, project managers, information architects, product developers, and other programming techniciansâsome working on editorial-facing news applications, some working on business-facing products and services, and others working across departments to support the overall systems of digital production and distribution. Looking at the editorial angle in particular, researchers are only beginning to account for the rise of computational journalism (Anderson 2012) and its diverse manifestations in form and content (Gynnild 2013), as programmers, hackers, and Web developers play an increasingly central role in new and legacy media organizations (Lewis and Usher 2013; Parasie and Dagiral 2013).
The second group of actors, businesspeople, would include marketers, sales associates, customer relationship managers, analysts specialized in big data and behavioral targeting, and others connected with supporting the bottom line of the cross-media enterprise. It likewise could include hybrid arrangements between business and technology, such as data science teams that analyze traffic patterns to help optimize the revenue potential of paywalls and mobile apps. Neither technologists nor businesspeople have received adequate attention in the literature on technological adoption, appropriation, and innovation in journalism. Journalism researchers typically have focused on journalists and their norms and practices (e.g., Domingo and Paterson 2011). Meanwhile, scholars of media management and economics have focused on commercial managers (e.g., KĂźng 2008). Technologists, in both streams of research, have been mostly âblack-boxedâ (Latour 1987)âdisregarded as key objects of study because they reside so thoroughly in the background. A research opportunity lies in stitching these domains together in a more holistic study of cross-media news work, acknowledging the social construction of technology through the interplay of editorial, technological, and business interests, as Nielsen (2012) did in his study of blogging in legacy news organizations and Westlund (2011, 2012) demonstrated in his analyses of mobile news development.
Finally, this sociotechnical emphasis would also recognize the ways in which technologists are mediating growing forms of cross-awareness and coordination between the editorial and business sides, through the co-development of information products and services for multiple platforms. For example, in what sense have technologists facilitated, if not directed, different projects and outcomes, given their distinct communities of practice, cultural norms, and perceptions of the audience as active participants rather than as commodities or relatively passive recipients? (cf., Lewis and Usher 2013; Nielsen 2012). Additionally, at the intersection of these actors, what might contemporary research reveal about the social shaping of native adve...