Abstract
Introduction
‘Participatory journalism’ has been anticipated as a form of journalism in which the audience no longer ‘merely’ receives news, but, enabled by digital technologies, is involved in its production and dissemination (Bowman and Willis, 2003). Viewed from a sociology of professions’ perspective, participatory news environments can be considered places of ‘boundary work’, where the boundaries of conventional journalism are challenged (Lewis, 2012; Robinson, 2010; Wahl-Jorgensen, 2015). The potential rise of the audience as producer of news challenges journalism to rethink its professional identity, conventional understandings of its function in society and key principles – such as objectivity and diversity – that are conventionally associated with professional journalistic quality. In short, participatory journalism forces professional journalists to reconsider the building blocks through which they have claimed their expertise, social authority and public legitimacy (Lewis, 2012: 841–842). News organizations and journalists have taken a hesitant attitude towards a participating audience, fearing a loss of journalistic quality (Singer, 2010). The assumption is that the audience would, for instance, have a preference for personal, trivial or sensational topics and take up a subjective, emotional style, all of which is considered incompatible with ‘journalism’ (Borger et al., 2013b; Costera Meijer, 2012; Singer, 2010).
Participatory journalism has been explored from various angles, but studies that examine participatory content have remained scarce. Existing content analyses concentrate on (hyper)local forms of participatory journalism, focusing on neighbourhoods or cities, and compare these to professional journalism (Carpenter, 2008a, 2008b, 2010; Fico et al., 2013; Karlsson and Holt, 2014; Paulussen and D’heer, 2013). These studies demonstrate that, generally, this type of participatory journalistic content is indeed less objective than professional journalism and does not show more diversity. However, participatory journalism is not a homogeneous phenomenon. Journalism practitioners have constructed different forms of participatory journalism, granting participants with varying roles and rights (Borger et al., 2013b), which leads to varied expectations and evaluations of taking part in journalism on the side of participants (Borger et al., 2015). Studies found notions of (editorial) control and professional autonomy to be key in this regard (Borger et al., 2013b; Lewis, 2012; Robinson, 2007; Williams et al., 2010). In general, journalists respond to audience participation by ‘
The goal of this study is to examine the, largely untested, assumptions that news organizations and journalists have about audience input through an analysis of participatory content. First, we investigate the content of a wider variety of participatory journalistic projects, including
Objectivity and diversity as cornerstones of professional ideology in Western journalism
There is a broad consensus that 20th-century journalism in Western countries has been characterized by a ‘professional model’ (see Schudson and Anderson, 2009) that centred on the idea of a trained professional gathering and disseminating objectively validated information to the public (McNair, 2009: 347). Over the course of the 20th century, this model became increasingly institutionalized through the forming of professional institutions and codes of practice (Schudson and Anderson, 2009), and the development of a professional ideology, consisting of a set of values to which journalists in all media types, genres and formats refer in the context of their daily work (Deuze, 2005: 445). Objectivity has long been considered a core tenet of this professional ideology. Although interpretations of objectivity vary across countries (Deuze, 2005), over time and journalistic subgenres (Wahl-Jorgensen, 2013), journalists in elective democracies worldwide consider themselves as committed to providing ‘objective’ information (Deuze, 2005). Objectivity as a core value translates into the idea that, as long as journalists follow depersonalized and rationalized procedures, ‘
In this article, we are interested in the collection of content characteristics that are the consequence of both professional ideology and organizational requirements. Professional journalists, following the objectivity norm, tend to (1) rely on quotations from external (official) sources as a procedure that removes journalists’ own subjectivity from the story, thereby supporting their claim to truth (Tuchman, 1972: 668) and (2) exclude personal views and values from their reporting, which results in journalism’s hallmark neutral style that avoids subjective language by the journalist (Broersma, 2010). In categorizing the ‘subjectivity’ of journalistic language, Carpenter (2008a) applied an intuitive approach by classifying articles as ‘mostly fact’ or ‘mostly opinion’ (p. 538). The linguistic approach of Vis (2011) offers a more quantifiable and exact measure. Vis measured change in the expression of subjectivity in four Dutch newspapers between 1950 and 2002. She understands as subjective ‘
‘Objectivity’ as a core norm and distinctive content characteristic of professional journalism is associated with ‘diversity’ as another core tenet of quality journalism. Where the objectivity norm prescribes that journalists rely on external sources, a sense of ‘
Diversity has been approached as a principle in government’s broadcast policy (Benson, 2005), emphasizing, for example, diversity of newsroom staff or diversity in media economy, or as a journalistic procedure ensuring a balanced and representative account (Broersma, 2010). As a content characteristic, diversity is typically measured not only in terms of source diversity but also in terms of diversity of topics or frames present in media content (Carpenter, 2008a, 2008b, 2010; Voakes et al., 1996), or in terms of news values (Paulussen and D’heer, 2013). Following Carpenter (2008a, 2008b, 2010) and Voakes et al. (1996), we approach diversity as a content characteristic, captured as variety in offer of topics covered of sources used. Following Paulussen and D’heer (2013), this conceptualization is complemented by variety in offer of news values that influence news selection.
Participatory journalism: Repairing a democratic deficit?
Professional understandings of objectivity and diversity have a paradoxical relation to journalistic quality: on the one hand, they are inextricably linked with an idea of what constitutes good journalism, but on the other hand, they have been criticized as obstacles to producing just that. Especially the ‘
With the advent of participatory journalism, scholars and media observers have anticipated that a greater involvement of the public might lead to a break with professional understandings of objectivity and diversity. Participants might not be aware of professional ideals or simply have different concerns, and they would not be constrained by organizational demands and professional routines (Carpenter, 2008a; Wahl-Jorgensen, 2015). Participatory journalism could harbour a move towards a more personal and subjective style and an increase in the diversity of news content (Allan, 2013: 121), and, as such, has been ascribed the potential to re-engage the audience in politics and public life (Nip, 2006). Over the past decade, however, scholars’ initial enthusiasm about the potential of participatory journalism has shifted to disappointment, seeing that professional journalists adhere to professional control over content and the audience is less eager to participate than initially hoped for (Borger et al., 2013a).
Participatory content: Subjective and soft?
Studies investigating (hyper)local participatory content (Carpenter, 2008a, 2008b, 2010; Fico et al., 2013; Karlsson and Holt, 2014; Paulussen and D’heer, 2013) examined various aspects of objectivity and diversity. The mutual finding is that (hyper)local participatory journalism takes a different approach when measured against professional journalism.
Regarding objectivity, participatory journalism has been found to include more author opinion (Carpenter, 2008a), and use fewer sources to ‘objectively’ describe news events (Carpenter, 2008a; Fico et al., 2013; Karlsson and Holt, 2014), thus shifting towards a more subjective reporting style.
Regarding diversity in terms of topics covered, participants have been observed to cover ‘soft’ news topics such as entertainment, culture, sports and health, while leaving ‘hard’ news categories such as crimes, fires and accidents to professionals (Carpenter, 2010; Fico et al., 2013; Karlsson and Holt, 2014; Paulussen and D’heer, 2013). Regarding source use, scholars have demonstrated that participants use different sources than that used by professionals: participants show a greater reliance on personal experience (i.e. author as source) and first-hand witnessing (Paulussen and D’heer, 2013: 597) and on unofficial sources (Carpenter, 2008a, 2008b; Fico et al., 2013; Paulussen and D’heer, 2013). Participants thus give voice to different actors partaking in news events than professionals. Regarding the news values underlying news selection, participants have been observed to give primacy to ‘soft’ news values such as consonance, cultural relevance, reference to persons, self-promotion, good news and emotion, while professionals were guided by ‘hard’ news values such as unexpectedness, public relevance, negativity and recency (Paulussen and D’heer, 2013).
Summarizing then, studies of (hyper)local participatory content conclude that participatory journalism makes a contribution to the media landscape that is different from professional journalism, featuring relatively subjective and soft contents (Fico et al., 2013; Karlsson and Holt, 2014; Paulussen and D’heer, 2013).
Approach
Empirical studies reveal news organizations and journalists that experiment with audience participation as being caught in a tension between professional control and digital technologies’ logic of open participation (Lewis, 2012; see also Domingo et al., 2008; Singer, 2010; Williams et al., 2010). In a previous study (Borger et al., 2013b), we demonstrated that the dilemma between professional control and open participation is differently negotiated in various forms of participatory journalism, granting participants with different roles and rights. Our assumption is that the extent to which either professional journalists or participants have control over content impacts the type of participatory content that is published. In this article, we therefore investigate the content of five very different participatory journalistic initiatives, each of which occupies a different position on the scale of control over content by professional journalists to control over content by participants. We examine how these examples of participatory journalism manifest themselves on key variables traditionally associated with quality journalism, that is, objectivity and diversity. We conceptualized objectivity as (1) relying on external sources and (2) excluding personal views and values by avoiding the use of subjective language. We conceptualized diversity as the variety in offer of topics covered, sources used and news values underlying news selection. This results in the following research questions:
Research design
Selection of participatory initiatives
Our study employs quantitative analysis of 741 items from five participatory journalistic initiatives from the Netherlands. The projects were selected based on their great variety in the level of freedom granted to participants in the production and publication of content versus the level of control over the production and publication process exerted by professional journalists involved in the initiative. These characteristics were the results of a systematic analysis of interviews with professionals involved in a wide range of participatory projects in the Netherlands (see Borger et al., 2013b). The column ‘Description of participant role’ in Table 1 describes what aspects of production and publication of content were exercised by participants, and what aspects were appointed to the domain of professional journalists. Together, the selected five initiatives reflect a great variety – in terms of professional control, type of participant role, geographical scale, revenue model and type of organization that initiated the project – that can be found among participatory journalistic initiatives in the field. As such, the selected projects can be considered representative for participatory journalism in the Netherlands between 2010 and 2014.
The five selected participatory journalistic projects.
Selection of items
From each project, the most recent 150 items as of 12 November 2014 were selected in order to allow for a detailed description of the content. This number was set for practical reasons: One of the projects,
Operationalization of the variables
Objectivity
Objectivity was conceptualized as (1) relying on sources and (2) keeping personal views and values out by avoiding the use of subjective language. Conceptualizing objectivity as the absence of subjective language, we measured the deviation from objectivity by identifying the amount of subjective language used. Following Vis (2011), we first determined who expressed a piece of text: the (professional or participant) author or an external source. Direct quotations were labelled as ‘source text’; all other text was considered ‘author text’. Next, we used Vis’ model of subjectivity indicators (Appendix 1) to identify all subjective words in the ‘source text’ and ‘author text’. All texts were annotated automatically for part of speech and lemma information. 1 After all annotations were completed, a sample of 5 per cent of the corpus per participatory project was checked manually for words that occurred in double linguistic forms and meanings. The number of subjective words per project was subsequently weighed by the error rate, expressed as a percentage of wrongly annotated subjective words per project.
Regarding source use, we followed the example of Carpenter (2008a, 2008b, 2010), also followed by Paulussen and D’heer (2013). Carpenter (2008a) defines a source as a ‘
Diversity
We conceptualized diversity as the variety in offer of news topics, references to type of sources and type of news values per project.
Regarding the
Regarding
Concerning
Coding procedures
A content analysis was conducted on the selected items. Subjective language use was measured by means of automated content analysis. All other variables were measured by means of manual coding, using
Reliability
Five coders performed the coding. To establish intercoder reliability, the five coders all coded 5 per cent of the total sample. Krippendorff’s (2004) α amounts to .74 for central topic, .99 for number of sources per item, .77 for type of sources, which are acceptable to very good values. The Krippendorff’s α for the dichotomous news value variables ranged from .49 for personalization to 1 for threshold. Although Krippendorff’s α is very strict for dichotomous variables with a skewed distribution (Fretwurst, 2015), the low intercoder reliability for some of the news values implies that findings in this particular regard need to be interpreted with some caution. We decided not to exclude these news values from the analysis because the concepts are useful for exploration. The main coder checked and adjusted the codings of the other coders. So, the final data for news values that we used in the analysis were uniformly coded. We regarded this as the best possible solution to obtain the exploratory goal of this study.
Results
Reporting style
RQ1 asked (1) to what extent the content characteristics of various participatory journalistic initiatives reflect a more objective versus a more subjective reporting style and (2) whether the reporting style is associated with the degree of professional control over content. First, the number of external sources used is discussed; next, the use of subjective language is addressed.
Table 2 shows the average number of
Number of sources used.
SD: standard deviation.

Relative use of subjective language per text type per platform.
In summary then, as professional control increases, the reporting style moves towards traditional interpretations of objectivity: there is a stronger reliance on external sources and – with the exception of
Diversity
RQ2 asked (1) how diverse various participatory journalistic initiatives are with regard to topics, sources and news values and (2) whether diversity of topics, sources and news values are associated with the degree of professional control over content. We first address both questions in relation to the topics covered, and then move on to source use and news values.
Topics
Figure 2 shows the attention that the five topic categories receive in each of the projects. Taking all projects together, hard news (57.8%) is covered more often than soft news (42.2%). Most covered by far is the category ‘hard public policy’ (44.7%). ‘Public events’ are covered the least (2.3%). The difference between the projects is significant (χ2(16) = 228,161;

Relative attention for topics per platform.
As professional control increases, the share of hard news increases and soft news decreases: on

Topic diversity per platform.
In summary then, as professional control is stronger and participants have less autonomy to decide what to write, topic diversity decreases.
Source use
Figure 4 shows the relative attention that sources receive in each of the projects. Overall, there is a stronger reliance on external sources than on personal experience or first-hand witnessing by the author. The latter accounts for only 15.8 per cent of all source use; official sources (official collective identity plus official individual identities) account for 48.9 per cent of all source use, while unofficial sources take up 28.8 per cent. The differences between the projects are significant (χ2(16) = 574,723;

Relative attention for sources type per platform.
In all projects, there is a stronger reliance on external sources than on first-hand witnessing or personal experience by the author. However, the extent to which participants rely on personal experience or first-hand witnessing decreases as professional control over content increases: in
The use of official and unofficial sources was not associated with professional control over content. The use of official sources takes up more than half of all source use on
Figure 5 shows source diversity per project. The project where professional control is least strong, that is,

Source diversity per platform.
News values
Figure 6 shows the use of news values per project. Taking all projects together, the division between hard and soft news values is nearly 50–50. On the hard side, recency and negativity are used most often (22% and 16%, respectively); on the soft side, personalization and good news prevail (21% and 10%, respectively).

Relative use of news values per platform.
Significant differences between the projects exist for all news values. In general, the share of hard news values increases and that of soft news values decreases when professional control over content is stronger.
Figure 7 shows the diversity in the use of news values, in terms of the 10 individual values as well as in terms of the two main categories of hard and soft news values. The differences between the projects are relatively small in terms of the 10 news values varying between .47 and .54. With regard to the dichotomous hard/soft categories, diversity varies between .71 and a perfect 1. Furthermore, these findings do not suggest that

News values diversity per platform.
Discussion and conclusion
In this study, we investigated how the contents of five very different examples of participatory journalism manifest themselves regarding objectivity and diversity, two criteria traditionally associated with ‘quality journalism’ (Costera Meijer, 2001). We furthermore examined if these manifestations were linked to the degree to which professional journalists have control over the participatory content published in these projects.
To start with, our findings concur with those from previous studies on the content of (hyper)local participatory journalism (Carpenter, 2008a, 2008b, 2010; Paulussen and D’heer, 2013) in the sense that the tendency towards subjective reporting style, covering soft news topics, reliance on personal experience and first-hand witnessing, and towards the use of soft news values was particularly strong in the local projects that were investigated. At the same time, this means that existing content analyses of participatory journalism, scarce and with a homogeneous focus on (hyper)local forms, are not representative of participatory journalism in its entirety, as this study demonstrates that contents vary in terms of objectivity and diversity.
Most importantly, this study demonstrates that a notion of professional control is a meaningful concept when interpreting differences between participatory journalistic environments regarding these core elements of what has traditionally been considered as journalistic ‘quality’. It was found that reporting style is more subjective as professional control over content is weaker and that topic diversity increases. Source diversity and diversity in news values did not increase with a weakening of professional control, but participants did place different emphases regarding source use and news values when given room to manoeuvre; they were more likely to rely on personal experience or first-hand witnessing and to select news based on soft news values. The findings, thus, suggest that participants, at least partly, tend to move away from traditional journalistic understandings of objectivity and diversity.
Professional control, however, does not suffice to account for all the differences found between the projects, which suggests that other explanatory factors play a role as well. One such factor might be medium type. In contrast to written texts, video needs actual persons to tell a story. Thus, in
Although this content analysis does not allow for claims about participants’ practices and their perceptions about participatory journalism, combining the results from this study with the findings from our previous study in which participants were interviewed about their expectations and evaluations of participating in journalism (Borger et al., 2015), we suggest that the tendency away from traditional understandings of objectivity and diversity reconfirms that participatory journalism is a space of ‘boundary work’ (Lewis, 2012; Wahl-Jorgensen, 2015) that encourages both rethinking and reinforcing boundaries of conventional quality journalism. Rethinking is implied in the tendency towards a more subjective reporting style, which suggests that participants might consider transparency more valuable than neutrality (Deuze, 2005); the tendency towards covering soft news topics, which suggests that participants see value in covering topics beyond those that are traditionally associated with quality journalism (economics, politics, foreign; Costera Meijer, 2001); the tendency towards soft news values – and the marginal presence of negativity in participants’ content especially – suggests that participants use different criteria for deciding what is ‘newsworthy’ (Costera Meijer, 2013). In our previous study (2014), we demonstrated that if participation takes place in hyperlocal contexts without any form of professional control, participants may use the opportunity to publish for communicative purposes connected to ‘marketing’ rather than ‘journalism’, labelling such activities as ‘not journalism’. This acknowledgement indicates an intuitively clear line between what counts as journalism and what goes beyond, and reconfirms existing boundaries between journalism and marketing, advertising or ‘PR’.
The projects studied in this article reflect the diversity among participatory initiatives in the Netherlands between 2010 and 2014. As such, we consider the findings to be representative of what has been developed under the header of participatory journalism in the Netherlands during this period. Future research should examine if similar patterns can be found in other countries, beyond the time span present in this study and outside the context of professional journalistic frameworks.
