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File VOAKESP DVRSTY Placed on [log in to unmask] by [log in to unmask] 4 July 1993 Diversity in the News: A Conceptual and Methodological Framework by Paul Voakes Jack Kapfer David Kurpius David Shano-yeon Chern 5050 Vilas Communication Hall University of Wisconsin-Madison 821 University Avenue Madison, WI 53706 Tel: (608) 262-3690 Submitted to The Student Competition of the Communication Theory and Methodology Division Association for Education in Journalism and Mass Communication April 1, 1993 Diversity in the News: A Conceptual and Methodological Framework (Student Paper) ABSTRACT Among the many interpretations of news diversity, the authors contend that the most fundamental and most important is content diversity -- a dimension with theoretical roots "marketplace of ideas" implied in the First Amendment. Using newspaper coverage of Wisconsin's debate over raising the drinking age to 21 as a case study, and a content-analysis method based on manifest "idea elements." The paper explores quantitatively the difference between content diversity and source diversity, two constructs that others have assumed to be highly correlated. The findings indicate that the difference is substantial. Of 144 articles coded, 83 showed strong differences in their measures of content diversity vs. source diversity. While source diversity may sometimes accompany content diversity, it is fallacious to assume that source diversity begets content diversity. INTRODUCTION As America achieves new levels of multicultural diversity with each passing year, an increasing number of institutions are confronting this concept, either obliquely or directly. As with most social changes, the mass media in many ways have sought to reflect the increasing diversity, but it is unclear whether they have succeeded to any appreciable degree. The media may be locked, by virtue of their political economy, into a production system that cannot accommodate diversity. Media scholars have debated this possibility vigorously over the last two decades. But the quest of this research project is more basic: What is news diversity? How do we know it when we see it? Can we measure it in a way that reflects the true diversity of the news? Diversity itself is not a new concept in the context of the mass media. Students of freedom of expression have generally agreed that diversity is one of the central values implied in Americans' continued faith and practice of the First Amendment (Emerson, 1981). Its most common moniker is the marketplace of ideas, and its logic, as derived from the liberal-democracy theories of John Stuart Mill and James Madison, is that a multiplicity of voices is necessary for effective democratic self-governance. Hence, the ongoing interest in diversity in the media: Are many different ideas being given voice in the current media system? If not, are at least enough diverse ideas being expressed to sustain our system of self-governance? Or is the system being undermined by an illusion of media diversity? Does a media system that no longer reflects the diversity of its audience become irrelevant to the system of government? As important as these questions are, the research in media diversity has suffered from a lack of agreement as to its basic conceptual definition. This is the problem this paper attempts to address: While authors have uncovered certain aspects of diversity, each effort has involved a different definition of what diversity is. We shall attempt in this paper to develop a framework of analysis that best captures the meaning of diversity that is implied as a central value of the First Amendment. LITERATURE REVIEW AND EXPLICATION Media scholars have read much more into the meaning of diversity than Webster's "a condition of having differences" (Websters Third International Dictionary, 1967). Just what those differences are in the context of media content depends on the particular study one consults. By some analyses the diversity is structural: differences in the size of news stories, the types of news stories (feature articles, statistical summaries, etc.), or format styles (live vs. taped, e.g.), or geographic range of the subject matter presented. This method captures diversity at a superficial level, but it is entirely likely that a medium with tremendously diverse formats can present the news from the same, narrow frame of reference. Others have defined the term as a framing process, by which the dominant political or economic agenda of a society is either advanced or challenged by the media's degree of ideological diversity (Herman, 1985). The critical approach is useful in pointing out the strength of the dominant political culture, but it seems to reject even the possibility of diversity in the current American political system. We need to test the possibility that diversity can be significant (and readily identified) even when it is manifest in qualities other than ideological. Some commentators have cut short the diversity debate by assuming that while no single news medium can be expected to deliver any degree of diversity, the media in the aggregate deliver an array that is at least as diverse as the composition of society. This is comforting to those who view diversity as a necessary quality of a good media system, but it is unlikely that news consumers in the United States go beyond their daily news-audience routines to attain any sort of diversity. Therefore, this study considers the degree of diversity that is delivered in a single news medium. Several others have approached diversity as a goal of government policy and thus choose to examine how the function of diversity is played out in the media economy (Entman & Wildman, 1992) or how audiences perceive diversity in the media (McQuail & Van Cuilenberg, 1983). While these are important implications, neither approach gets to the core of the matter at hand, defining news diversity in a way that can be measured. Sigal (1973) offers an innovative way of conceptualizing diversity by looking at the differences in the channels through which the news has been gathered. The differences no doubt have a great impact on diversity (or the lack of it) in news gathering, but it also presents two research problems. A story with a wide variety of viewpoints, for example, may have been gathered through similar channels; this system of measurement lacks content validity. Also, readers and listeners are not necessarily affected by newsgathering channels. Whatever diversity is measured should be measured in a way that audiences can somehow perceive; otherwise the exercise is futile. Jacklin (1978) proposes a media diversity that is representative of the community, which captures the democratic connection between news diversity and governmental success. Unfortunately, Jacklin has offered no way to operationalize the representativeness. It may simply mean what Tichenor, Donohue, and Olien (1973) described as the rivals in the power structure of a given community. By far the most common definition of diversity, however, has involved diversity of sources. Because of its popularity, it will serve as a benchmark measurement of diversity, against which our proposed conceptualization will be compared. Source diversity is a dispersion of the representation of affiliations and status of communicators within a news product. The idea behind this conceptual definition is that the more even the dispersion of the representation among source affiliations, status, race, gender and proximity in a given story type, the greater the diversity. Status would be judged in terms of high or low position within the sources' institutional affiliation (e.g., police chief vs. policeman; group leader vs. group member; business owner vs. worker), as well as between affiliations themselves. If there is a dispersion of status of sources in a particular category, that category would be considered diverse for that article inside a particular newspaper's or television station's coverage. Past research shows a tendency to focus more on source diversity than any other type of diversity. This may be simply because sources appear easier to identify and quantify. Still, researchers have taken different approaches in deciding what source diversity actually is and how it affects the news article. Martin (1985) examines source diversity as a function of proximity. The contention is that when a media organization is close to an event geographically, it is likely that a greater number of sources will be quoted in the article. Also, when a media organization is a greater distance from an event, more official or high-level sources will be quoted. Martin also show that the closer the reporter's proximity to an event, the more likely it is that the reporter will use a wider variety of sources. Berkowitz (1987) approaches source diversity from an organizational point of view, focusing on television. The results from this study suggest officials and executives dominate the agenda-building process in both network and local television news. Berkowitz also noted that television news content might not be completely comparable to newspapers because of the differences in these media's practices: Newspaper reporters tend to work with stricter attribution policies than television journalists. Soloski (1989) and Brown et al. (1987) each look at source diversity in terms of Sigal's 1973 content analysis of diversity, which was based on the front pages of prestige newspapers over the course of 20 years. Each study viewed diversity according to the institutional affiliations of sources, and all three found more than half of the sources cited were affiliated with some branch of government. Kaniss (1991) approaches source diversity from a slightly different angle. She believes that because reporters are more likely to accept information from sources they find trustworthy, journalists tend to become overreliant on official sources for their information. This is due largely to reporters' perceptions of accessibility and authority in government sources. Geiber and Johnson (1961) found similar patterns in their early study of reporter-source interactions in a small California city. They found journalists more sympathetic to the desires of their sources than to the needs of their audiences. City officials were the most prominent sources of information, to the point where the researchers believed it hampered the reporters' ability to cover the news -- an implicitly inadequate level of source diversity. A few studies have been encouraging in the pursuit of a measure of source diversity. Hansen (1991) found that enterprise stories contain more diverse sources and less reliance on governmental sources. However, she could not determine if this type of behavior was rewarded by the profession. She also warns that the lack of reliance on government sources does not necessarily mean there is a broad range of source diversity in the story. And unfortunately, enterprise stories are not the norm in daily journalism. The studies mentioned above show the news organizations rely heavily on routine channels for news (53 percent in Soloski, 39 percent in Brown et al.). Enterprise reporting accounted for 41 percent of the stories in Brown's study but only 28 percent in Soloski's. The common interpretation of these findings is that journalists have surrendered much of their autonomy to the government sources they quote, thus supporting the status quo of the government and the power elite. For example, in Soloski's study 14 percent of the sources were "unaffiliated" compared to only 4 percent in Brown et al. This supports Soloski's contention that news "reifies" the socio-political structure, therefore legitimating that structure. With these findings in mind, one goal in the present project is to develop a code for finding and categorizing source diversity within an article in particular medium. The code must be specific enough to identify what distinguishes a narrow range of sources from broader source diversity. The important dimensions of the concept appear to be an individual's status in an organization, the geographic proximity of the source to the news organization, and the diversity among the sources' institutional affiliations. In this project, source institutions are divided into four mutually exclusive categories: Government, Private sector, Affiliated and Unaffiliated. Each category is also broken down according to the source's status within those larger categories. The executive is the highest level, followed by middle management, public relations/aide, and finally worker. A document is also regarded as a source, but it is given only an organizational affiliation and not a "status." The purpose of this level of detail is to specify diversity within the institutional channels from which reporters gather news. The indicator for source proximity is the origin of the article. If the story appears with a local byline or signature (as in a letter to the editor or editorial), then we can assume that the writer and the issue or event (hence the sources) are in close proximity. If the source of the article is a wire service or other regional or national news or opinion service, then we can assume a greater distance between the sources and the site of publication. According to Martin, the local-produced copy should exhibit greater source diversity, and according to Hansen, the enterprise story, often produced locally rather than gleaned from wire services, should also exhibit greater diversity. Because smaller news organizations employ smaller staffs and tend to rely more heavily on wire services, it stands to reason also that small newspapers will exhibit smaller source diversity. This is implied also in Berkowitz's finding that wire service stories use a higher degree of government and official sources than local copy uses. (Please see Source Diversity Code Guide, Appendix A). Attaching importance to source diversity is fairly obvious, but possibly simplistic. It is often hypothesized that the more source diversity found in a news story, the more content diversity there will be. This is a common belief in newsrooms across the country. Is this, however, the best way to measure success in obtaining a true diversity of opinions, views or frames in a news story? Ultimately the source as content conceptualization falls short of what diversity means to the broader society. It is entirely possible that a story can contain quotes and information attributed to a tremendous variety of source types, from unaffiliated nobodies and corporate executives to publicists and protesters. But if all of the attributions revert to the same frame or point of view on the issue, or only on two narrowly-defined, barely-different points of view, then we must question whether diversity is truly in evidence in that story. Similarly, if the story quotes only one or two source types, but presents three or more substantively different points of view on the issue, then the true diversity of that article will not be captured by counting source types. We are proposing instead to capture diversity by measuring content diversity. By this we mean a dispersion of representation of ideas, perspectives, attributions, opinions, or frames within a news product, and within the context of one particular issue. It occurs independently of whatever structural diversity or source diversity exists in a news medium. Just as diversity in the broader sense can take on several different dimensions, so too can content diversity. It can be analyzed according to frames, by which we mean the central organizing ideas for news content that suggest what the issue is and supply the context for the news (Tankard, Hendrickson, Silberman, Bliss, & Ghanem, 1991). There is a widely held assertion that because frames are so central to the core meaning of messages, there can be no analysis of content without an analysis of frames. Because the frames represent the latent organizing principles by which meaning is constructed (Gitlin, 1980), they are usually extremely difficult to identify, especially among several coders attempting to identify them in any sort of quantitative way. Content diversity can also be conceptualized in terms of even broader frames, which capture the embedded values of a medium. By this view, of which Hermans analysis (1985) is an example, news diversity is unlikely in virtually every piece of mainstream-news communication. Griswold (1991) studied content diversity as it related to the specialization of a news medium's reporters, but most of his conceptualization concerned the diversity of topics covered in the medium. Again, this may or may not capture diversity of content: If topics about a wide variety of subjects all reflect the same general frame, has diversity been shown? The dimensions we used in this analysis are the frames and sub-frames (more specific framing categories within each frame), but the dimensions' principal indicator, our unit of analysis, is the idea element (Gamson & Modigliani, 1987). This indicator presents a hybrid of the textual-message analysis of the broader, cultural studies and the manifest- word-counting of traditional content analysis. The idea element is the complete unit of thought that becomes manifest in the text of a news story. Because this closely parallels the definition of a clause, the clause was used as the unit of observation in this study. The idea element is not identified according to a dictionary of phrases, as in traditional content analysis; rather, it can be located by a close reading of the manifest content in each relevant passage of the text (examples will follow in the methodology section). There may be many different idea elements in a single article, and many different idea elements in a single frame. It is the idea element here that quantifies diversity with greater internal validity than any of the measures discussed above. Tankard et al. (1991), for example, studied stories on abortion to develop a method called "the list of frames", in which a protocol of possible frames is developed, and each story is sorted into one of the frames on the list. However, to use the frame itself as the unit of analysis seems to overlook the diversity of elements within a given frame. It also overlooks the possibility that there is more than one frame in a story, and of course several idea elements within the same story. Griswold (1991) advanced the methodology in this area by noting which stories contained a difference of viewpoints about a given topic, and then counting the percentage of a medium's stories that contained divergent viewpoints. What he failed to capture, however, was what those viewpoints actually were, and what frames they may have represented. This study concentrates on idea elements -- views of the issue at a manifest level of analysis -- rather than sources and structures. This approach stems from the importance of ideas in the underlying notion of the value of news diversity to society: If the marketplace of ideas is being examined by diversity studies, then it makes sense to measure ideas, rather than source types, datelines or graphics. From this notion of the validity of this measure, then, come the principal hypotheses for this study: H1: In the same group of articles covering the same issue, the measure of content diversity will be statistically different from the measure of the source diversity in those articles. H2: The larger the circulation of the newspaper, the greater will be the source and content diversity in its articles. METHODOLOGY The issue agreed upon as the subject of our study is the debate over raising the legal drinking age in the State of Wisconsin to 21. This issue lends itself nicely for several reasons. First, the issue has a distinct life span. The question was raised, legislation was introduced, a debate was conducted both inside and outside the halls of government, the legislation was passed, and the issue was put aside. Because of this life span, we will be able to examine source and content diversity during time periods at the beginning, middle, end, or all three. This affords us the option of performing a census or sample content analysis. A second reason for choosing this issue is because of the scope of its effect. Many different types of people were being affected by the change in the law, from business people and legislators to students and their parents. The immense size of this affected group suggests we might see a wide spectrum of diverse sources and content. This would seem to assure us of finding some level of the diversity we hope to measure. Finally, this issue is appropriate because it produced consequences for all areas of the state. From this we assume that media coverage would be replete throughout the state of Wisconsin. This allows us the opportunity to analyze diversity by different media organizations in various size markets. While it would be interesting to compare coverage of the issue by different media, logistically, newspapers were the best option simply because of their ready availability. Six newspapers were chosen, mainly according to circulation and geographic dispersion. For circulation, levels of small (less than 10,000 circulation), medium and large (more than 50,000 circulation) were determined with two papers per level. Geographically, our goal was to select, as much as possible, a group of news organizations that were widely dispersed but not significantly near state borders, since within the drinking age issue, "border-hopping" was a major concern. Once the time frame was established -- March through June of 1986, the peak of the public debate on the issue -- all articles within that frame dealing with raising the drinking age in Wisconsin were collected. From this group, a sample of 144 articles was selected through systematic random sampling to produce a range of between 22 and 26 from each newspaper. It should be noted that news articles were not the only items collected. Statements of opinion such as editorials and letters to the editor were also included. The argument here is that although articles are the primary method news organizations used to disseminate information and ideas, letters and editorials may also contain these elements. Since our objective is to determine which news organizations tend to present the broadest range of ideas, non-news stories which include idea elements must be incorporated. Source Diversity We collected data on source diversity by the following method. A source was determined to be some person, group, or entity (e.g., document, study) identified by attribution or reference though which non-observable information was gathered. Two examples might be the following: "The legislature will end its session on Tuesday" or "Legislators say they hope to end the session on Tuesday." In the first, the author may have utilized a source to obtain this information, or he/she may have a general knowledge of the workings of the legislature. No source would be counted. However in the second example, the author has specifically named a source for the information presented. In the case of pieces considered non-news stories (i.e., columns, letters or editorials), the authors themselves were regarded as sources and counted as one source for the entire work. However, if there was reference to another within the piece, the additional source was counted. To quantify these distinctions, the number of lines each source was given per article was calculated. This allowed us to determine not only which sources were utilized, but the amount of space they were allotted. Sources and their line counts were then categorized according to type in our Source Diversity Code Guide (See Appendix A). Content Diversity Collecting and coding data on content diversity was much more difficult. As stated, our indicator of content diversity was the idea element and the sub-frame it belonged to: specifically statements or sentences that suggest idea elements. Because both understanding and identifying idea elements can be tricky, we designed a protocol of statements suggesting idea elements that might be found. The purpose here was to try to allow for the inclusion of as many idea elements as possible while still maintaining a high degree of intercoder reliability. The determination of these categories and statements was done in two ways. The first was simple brainstorming, literally compiling any and all possible idea elements related to the issue that could appear in newspapers. The second way was to conduct a pre-test of a sample of articles. This was by far the most fruitful because it illuminated potential idea elements previously unaccounted for. It is important to point out that the identification of an idea element or sub-frame is not contingent upon its connection to a source. The goal was to be able to distinguish source diversity from content diversity as easily as possible. Therefore, if an idea element existed only through the articulation of the story's writer and had not been associated with any type of source (it may in essence be something generally regarded as common knowledge), it was considered an idea element. These were then classified as either reflecting positively or negatively on the issue of raising the drinking age. Ten frames, containing a varying number of sub-frames and idea elements included in each, were constructed (See Content Diversity Code Guide, Appendix B). For example: Frame: PUBLIC SAFETY ISSUES Sub-Frame: Carnage (Pro) Idea Element: It will reduce highway crashes and deaths in the relevant age groups. Frame: BUSINESS CONSEQUENCES (OUTCOMES/REVENUES) Sub-Frame: Tavern Revenues (Con) Idea Element: A drop in tavern sales will be expected. Articles on the issue were then surveyed for quotations and sentences which match the approximate content of the statements in the protocol. Probably our greatest concern was the problem of interpretation. One coder may interpret a sentence one way while another coder may argue for a different meaning. To achieve as high an intercoder reliability as possible, several pre-tests were conducted and a number of rules were established. Among them were a conclusion that analysis of the legislative process would not be included. Also, analysis of the actions of particular interest groups would be excluded. However, statements reflecting opinions about particular groups would be counted. Sentences which presented facts or historical background were also excluded. As with source diversity, idea elements were quantified by calculating the lines of text they occupied. This number was then entered according to the corresponding Code Guide idea element and sub-frame. Again, this allowed us to not only count the number of idea elements but distinguish the amount of space they were allotted. To compute coefficients for both content and source diversity, a formula was adapted from Griswold (1991). The diversity of each particular news medium, either for each article or for all articles, was measured in this way: where C = the total number of lines devoted to each sub-frame; where T = the total number of lines in the content under study; where n = the number of sub-frames. For source diversity, the same formula was used, but C represented the number of lines attributed to each particular source-type; T again represented the total lines in the content under study; and n represented number of predetermined source-types. Thus, the closer D moves to zero, the more concentrated are the ideas and sources presented in the article, hence the less diverse the article. Conversely, the closer D moves to 1, the more evenly distributed among all categories the source or idea elements were, and consequently the more diverse the article. Once content and source diversity were determined for the newspapers selected, we had the opportunity to ascertain the extent to which the two concepts are different. It seems to be assumed by many who do research on the larger concept of diversity that source and concept diversity are closely associated. Accumulating and analyzing separate data on these two concepts allowed us to actually measure the degree to which they may or may not be related. We were then able to pose our main question: Does the existence of source diversity necessarily lead to or indicate the existence of content diversity and vice versa? RESULTS This research project shows, on a case study level, that there are differences between source diversity and content diversity. The Mann-Whitney test was used to determine significance of the difference between content and source diversity for each newspaper. For all six newspapers the differences were statistically significant at the .05 level (See Table 1). Since four coders were used to collect and code the data, the Krippendorff variation of Scott's pi was used to determine intercoder reliability (Krippendorff, 1980). The coders in this project attained a .949 reliability level for agreement on frames. After significance and coder reliability were calculated, the articles' diversity scores were all standardized statistically and then ranked separately for content and for source diversity. Since there is no standard against which we can judge diversity for either source or content, the articles for all papers were divided into three equal groups for each type of diversity based on the rankings. The groups were labeled as low, medium and high diversity. If source diversity and content diversity of a given article fell into different groups, they were considered to be "substantially" different. According to the research data, there appears to be a considerable difference between content diversity and source diversity, confirming our first hypothesis. Considering all articles coded, 58 percent showed "substantial" differences between content and source diversity. When the newspapers are broken down by size, large papers show a 52.1 percent difference between source and content diversity. For medium newspapers, the difference is 60.4 percent, which is slightly higher divergence between source and content diversity than for large papers. Small papers widen the gap a little more than medium or large papers with 61.7 percent difference between content and source diversity (See Table 2). These figures imply that the smaller the newspaper is in circulation and geographic coverage area, the more likely there is to be a greater difference between source and content diversity. It also shows that there is a substantial difference between content and source diversity within newspaper size categories. The differences shown here give reason to doubt the commonly held belief that good source diversity results in good content diversity. These data indicate that in more than half of the articles coded, source diversity and content diversity were different. When we look at the type of diversity that was dominant in each paper size, it shows about an even split between high source/low content diversity and low source/high content diversity (48.3 percent higher source, 51.7 percent higher content diversity) in small or medium papers (See Table 3). For large papers the split is closer to 60 percent/40 percent favoring higher content diversity. This suggests that the larger the paper, the more likely the paper is to have higher content diversity than source diversity. This also appears to say that while larger papers, they tend to quote more of the same types of sources, with the same status levels, provide a wider variety of ideas than smaller papers. While the first hypothesis dealt with a comparison between content and source diversity, our second hypothesis looked at diversity across size categories. The prediction is that the larger the news organization, the greater the content and source diversities. However, as the total mean scores in Table 3 point out, this was not the case. In fact, smaller newspapers have higher overall diversity scores than larger newspapers. This is particularly pronounced in source diversity, where there is a considerable difference between the large newspaper mean score (.264) and the mean score of the small papers (.331). These scores indicate something may be affecting diversity in smaller news organizations, particularly source diversity. A potential explanation might be found in the origins of the articles that appear in the newspapers. Figure 1 shows that large news organizations rely less on articles generated by wire services (18.8 percent), and that medium and small news organizations print wire pieces much more frequently (66.7 percent and 85.4 percent, respectively). This suggests the possibility that the preponderance of wire articles published by small and medium news organizations might be affecting the content and source diversity scores of these groups. To examine this, articles were identified as "local" or "non-local." Local was defined as articles, columns, editorials or letters generated by the local news organization's staff, readers or individuals affiliated with it (columns by area legislators, "specials" to the paper). Non-local was defined as articles, columns, editorials or letters generated by news organizations, readers or individuals identified as outside the local news organization (AP, UPI, other newspapers, syndicated columnists). Mean content and source diversity scores for articles were calculated according to article type (i.e., local vs. non- local) and organization size. These scores support the idea that the non-local variable is influencing diversity, particularly in the articles published by the small and medium news organizations. While the content scores seem relatively comparable, in the small news organization category both the local and non- local scores are as high or higher than those generated by larger organizations. However, the assertion that the presence of non-local articles contributes to the level of the overall newspaper size score only really applies to the medium category since it is the only one with a higher non- local diversity score. Thus, we cannot say that non-local articles are the most important contributors to the high total scores of the medium and small news groups. This is not the case with source diversity. Non-local articles seem to be contributing to the total scores across all three categories. Even more notable is the difference between the local (.094) and non-local (.372) scores within the small category. The large non-local score affects the small organization diversity mean (.331) to such an extent that not only is the score comparable to the others, it is higher (See Table 4). Clearly, these numbers indicate non- local articles are having an impact on source diversity. Two conclusions can be drawn from this. First, content diversity among the various sizes of newspapers we studied is comparable. This was an unexpected finding, the reason for which is unclear. Neither size nor origin of published articles seems to have a particular impact. Second, as with content diversity, source diversity is surprisingly comparable among the categories. However, we have determined that the use of non-local articles is a contributing factor to this situation, and that this contribution is most profound in the small newspaper category. People generally think of larger editorial staffs as having the time to talk to more sources for each story. This may still be the case, but if so, the sources the reporters are choosing for their articles at larger papers are similar in type and status. In comparison, smaller papers with smaller staffs appear to be quoting a wider range of sources for their articles. This may be explained by smaller papers' greater geographic distance from the central areas of major sources of power in the state. This may force reporters on smaller staffs to include more local sources. One would expect these sources to tend toward unaffiliated and private- sector categories and also lower-status positions within those categories. The larger papers, which are closer to the seat of state government, are more likely to use those in power as a basis for their reporting. CONCLUSION AND IMPLICATIONS The many variations and contingencies in the data splashed cold water on the second hypotheses: Smaller papers did not suffer in their presentation of diversity, either source or content diversity, when compared with the diversity of larger papers. This might suggest the somewhat disturbing implication that small news organizations maintain diversity when they replace salaried staff with wire-service reports. However, the important difference in performance between local reporting and wire-service reporting seemed to be in source diversity and not content diversity. The difference may be a function of differences in newsgathering routines between staff bureau reporters and wire-service reporters, with the former more focused on sources in the Capitol, the latter more accustomed to contacting a wider variety of sources. But the thesis of this paper is that ultimately it is content diversity, not source diversity, that matters, and in regard to content diversity neither local nor wire copy showed significant advantage. And there is a difference between source diversity and content diversity: the central findings bear this out. In 58 percent of the articles coded, there was a substantial difference in the relative rankings of the articles' source diversity and content diversity. Put another way, the results of this study indicate the common assumption that source diversity begets content diversity is fallacious. They sometimes accompany each other, but the discriminant validity of this modest research project does suggest that they are two distinct constructs. We examined whether source diversity or content diversity was consistently stronger than the other, but no pattern emerged. They are simply different, and vary independently of each other. The finding presents some important implications. For example, critics who urge a broader diversity in the news media may be assuming that a diversity of genders and ethnic or economic groups, either in sources or in news personnel, will be followed by a diversity in content. Again, there is no guarantee of that result. This is not to say that employment diversity or source diversity are unimportant or superficial. They represent important social and economic goals, and their realization in the news media has undeniable symbolic value. Ultimately, however, it is the content of the news that an audience receives -- not the personnel and processes by which the news was gathered. The content is what activates, motivates, interests and involves its mass audience. It is our contention, therefore, that the overriding dimension of this elusive concept should be content diversity. Sustaining a "marketplace of ideas" in twenty-first-century America will be a daunting task for both media practitioners and media policymakers. It is our unabashedly normative belief that it is a goal worth upholding, especially in view of the media industry's economic proclivity for monolithic structures. But as we assess the media's performance in meeting the goal of diversity, it will benefit everyone concerned to distinguish source diversity from content diversity -- and to pay special attention to the latter. REFERENCES Berkowitz, D. (1987). TV news sources and news channels: A study in agenda-building. Journalism Quarterly, 64,508- 513. 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TABLE 4 Diversity by Newspaper Size and Article Origin Large Medium Small Overal Local Non- Local Total Local Non- Local Total Local Non- Local Total Total Content .590 .535 .581 .554 .571 .566 .677 .590 .60 Source .231 .406 .264 .130 .351 .301 .094 .372 .33 Notes: Entries are means of source and content diversity scores for articles within each size group. Content Diversity Code Guide Youth Drinking/Underage -- 000 000 - High School/Youth Drinking (pros) 001 It is time to get barley pop out of our (high) schools a. can't deny there is a drinking problem in HSs. b. underage drinking isn't mostly in high schools. c. other 002 Younger students who are in close contact with student friends who are of drinking age do make the situation intolerable a. When some high schoolers can drink legally, many underage high schoolers will drink illegally. b. 18 yr old youths/HS seniors' access to alcohol does/doesn't contribute to a youths/HS students underage drinking problem. c. other 003 Teen/youth drinking is a problem. 009 other 010 - High School/Youth Drinking (cons) 011 It isn't time to get barley pop out of our (high) schools a. teen drinking isn't a problem. b. can deny there is a drinking problem in HSs. c. underage drinking is mostly in high schools. d. other 012 Younger students who are in close contact with student friends who are of drinking age don't make the situation intolerable a. just because some high schoolers can drink legally, doesn't mean a lot of underage high schoolers will drink illegally. b. 18 yr old youths/HS seniors' access to alcohol doesn't contribute to a youths/HS students underage drinking problem. c. other 013 Teen/youth drinking isn't a problem. 019 other 020 - Requirements (pros) 021 Youth should have to a. get diplomas before legal to drink. b. pass a test. c. get a license. d. other 029 other 030 - Requirements (cons) 031 Youth shouldn't have to a. get diplomas before legal to drink. b. pass a test. c. get a license. d. other 039 other 040 - Behaviors/Effects (pros) 041 Youthful drinkers won't guzzle drinks more because of fear of being caught. 042 Won't be more drinking at unchaperoned parties. 043 More kids won't take chances with their parents' houses. 044 More youths won't find other places to drink. a. at home. b. isolated places. c. cars/parking lots. d. other 045 21 bill a. will cut down/stop youthful/underage drinking - they won't necessarily keep drinking. b. will stem flow of alcohol to (HS) students. c. other 046 Teen drinking won't become more reckless and dangerous. 047 More teens won't turn to drugs. 049 other 050 - Behaviors/Effects (cons) 051 Youthful drinkers will guzzle drinks more because of fear of being caught. 052 Will be more drinking at unchaperoned parties. 053 More kids will take chances with their parents' houses. 054 More youths will find other places to drink. a. at home. b. isolated places. c. cars/parking lots. d. other 055 21 bill a. won't cut down/stop youthful/underage drinking - if they are going to drink, they will. b. won't stem flow of alcohol to (HS) students. c. other 056 Teen drinking will become more reckless and dangerous. 057 More teens will turn to drugs. 059 other 060 - Control/Discipline (pros) 061 Will help parents get children home after football games/events. 062 Teen drinking does cause discipline problems in the classroom. a. 21 bill will cut down on classroom discipline problems. 063 21 bill will cut down on general discipline problems with teens. 069 other 070 - Control/Discipline (cons) 071 Won't help parents get children home after football games/events. 072 Teen drinking doesn't cause discipline problems in the classroom. a. 21 bill won't cut down on classroom discipline problems. 073 21 bill won't cut down on general discipline problems with teens. 079 other 080 - General(neutral) 080 neutral 081 - General/Other (pros) 081 other pros 089 other 091 - General/Other (cons) 091 other cons 099 other Law Enforcement/Legal -- 100 100 - Enforcement (pros) 101 It can be enforced. 102 18 years olds can socialize in bars and not be an enforcement problem. 103 States and tavern owners will enforce the law. 109 Other general pro 21 enforcement opinions. 110 - Enforcement (cons) 111 It will be hard to enforce. a. on-premises provisions were/not enforceable. 112 Allowing 18 year olds to socialize and eat in bars isn't enforceable. 113 States and tavern owners will not enforce the law. 119 Other general against 21 enforcement opinions. 120 - Historical (pros) 121 Total prohibition did work and so will this. 129 Other general pro 21 historical opinions. 130 - Historical (cons) 131 total prohibition proved unworkable and so will this. 139 Other general against 21 historical opinions. 180 - neutral 181 - other (pros) 191 - other (cons) Public Safety Issues -- 200 200 - Carnage (pros) 201 Carnage and Mayhem on our highways is a state tragedy. 202 It will reduce highway crashed and deaths in the relevant age group. 203 Increased number of teens in alcohol related accidents. 204 Safety effort surely would suffer if any failure to fall in line with the national drinking age because of lost funds. 205 Will reduce alcoholic related deaths. 206 Will reduce drunk-drinking. 209 Other general pro 21 carnage opinions. 210 - Carnage (cons) 211 It will not reduce highway crashes. 212 Recinding the legal drinking privileges of 18, 19 and 20 year old adults is not an appropriate or effective mechanism for reducing alcohol related traffic deaths. 213 Raising the drinking age will make highways more dangerous, not safer (more will drink in cars, in parking lots, more drinking and driving around). 214 Safety effort surely would not suffer if any failure to fall in line with the national drinking age because of lost funds. 215 Will not reduce alcoholic related deaths. 216 Will not reduce drunk-drinking. 219 Other general against 21 carnage opinions. 220 - Historical (pros) 221 Lowering the drinking age in the 1970's did increase the number of alcohol related highway accidents. 229 Other general pro 21 historical public safety opinions. 230 - Historical (cons) 231 Lowering the drinking age in the 1970's did not increase the number of alcohol related highway accidents. 239 Other general against 21 historical public safety opinions. 280 - neutral 281 - other (pros) 291 - other (cons) Political -- 300 300 - Political Maneuvering (pros) 301 The drinking age is foremost in the minds of the public and lawmakers, and should be addressed first. 302 People do not believe that raising the drinking age to 19 by itself will have much impact. 303 Other steps to curb drunk driving were political failures. 304 Passing a 21 yr old drinking age is/isn't politically possible. 309 Other general opinions Pro 21. 310 - Political Maneuvering (cons) 311 Consider Lesser Bill to avoid major changes in law a. Won't touch issue again in legislative session. b. Preclude other measures from consideration. 312 Clean bill needed a. efforts to broaden the bill will lead to its defeat/clean bill. b. if you load a bill up with too much bull it gives people that many more excuses not to vote for it. c. the issue will be around until we find a way to pass it. d. its only a token effort. e. bill deserved enactment on its merits. f. there are various other promising steps against drunk driving lawmakers have failed to take. 319 Other general opinions against 21. 320 - Election Issue (pros) 321 Re-election issue because of support of 21 drinking age. 322 Poor voting record for adults under 21, means young vote won't impact election. 323 Policy makers face political risk by opposing 21 bill. 324 One politician is personally opposed to it but will vote the will of his constituents. 329 Other general pro 21 election opinions. 330 - Election Issue (cons) 331 Re-election issue because of not supporting 21 drinking age. 332 Adults under 21 will vote in greater numbers because of 21 issue. 333 Policy makers will not face political risk by opposing 21 bill. 334 One politician is personally opposed to it, and will not vote the will of his constituents. 339 Other general against 21 election opinions. 340 - Political Leadership "Bandwagon" (pros) 341 Unified Leadership (pro 21) a. The majority of citizens want 21. b. The majority of citizens don't know what to do. c. Neanderthal approach to problem. 342 Jumping on the 21 bandwagon (pro 21) a. Majority of the Assembly seems eager to pass a bill raising the drinking age. b. The "21" drive is popular, not many politicians want to oppose it. 343 "21" drive became a symbol of disgust with drunken driving. 344 Generation gap between house and senate is irrelevant. 349 Other general political leadership pro 21 opinions. 350 - Political Leadership "Bandwagon" (cons) 351 No Leadership a. The majority can't agree on the other provisions beyond raising the age. b. There's a floating majority out there that doesn't know what to do. 352 Jumping on the anti 21 bandwagon. 353 Generation gap between house and senate a. Assembly members are younger, may resent being old enough to die for country, but too young to drink. 359 Other general political leadership against 21 opinions. 360 - Opinions about special interest groups (pros) 361 Tavern League a. Tavern league is the "whipping boy" of society, it is always blamed. b. Interfering for own self interests. c. Issue unfairly pitting tavern owners against the lives of young drivers. 362 MADD a. MADD wants to keep drunk drivers off the roads. 363 Other special interests 364 Other general pro 21 special interest opinions. 370 - Opinions about special interest groups (cons) 371 Tavern League a. Tavern owners care about the safety of young customers of drivers. 372 MADD a. Increasing pressure on political process. b. Self interest to increase political strength. 373 Other special interests 379 Other general against 21 special interest opinions. 380 - Other Political Opinions (neutral) 381 - Other Political Opinions (pro 21) 391 - Other Political Opinions (against 21) Social Policy -- 400 400 - pros 401 21 year old bill did acquire importance greater than its real potential for saving lives. 402 Raising drinking age from 18 will resolve other alcohol related problems. 403 Raising drinking age is first step toward controlling drug abuse. 404 Children are more important than money. 405 Let's raise the age to 25. 406 We haven't done enough strides in attacking the problems. 409 other 410 - cons 411 21 year old bill did not acquire importance greater than its real potential for saving lives. 412 Raising drinking age from 18 will not resolve other alcohol related problems. 413 Raising drinking age is not the first step toward controlling drug abuse. 414 Children are not more important than money. 415 So why not raise the age to 25? 416 We have already made enough strides in attacking the problems. 419 other 480 - neutral 1. Our reluctance about raising the legal drinking age to 21 stem more from the idea's flaws as social policy. 2. Wisconsin needs to deal with the underlying social attitudes that lead to alcohol abuse. 3. other OUTSIDE INFLUENCE -- 500 500 - General opinions about outside influence (pros) 501 It's a good idea to get in line with neighboring states. 502 Wisonsin should not stand out among the 50 states. 503 It's a good idea to get in line with Congress/federal statutes/federal policy. 504 A uniform national drinking age is a good idea. 509 Any other general idea re outside influence, pro- 21. 510 - General opinions about outside influence (cons) 511 Wisconsin shouldn't be told what to do by neighboring states. 512 Wisconsin shouldn't be pressured by any national trend. 513 Wisconsin shouldn't be told what to do by Congress or the federal gov't. 514 A national uniform drinking law wouldn't change anything/make anyone safer. 519 Any other general idea re outside influence, anti-21. 520 - Financial aspects of outside influence (pros) 521 Wisconsin can be rewarded or penalized in relation to extra highway funds. 522 Federal financial aid is a legitimate way to alter policy, improve quality of American life. 529 Any other financial-related idea about outside influence, pro-21. 530 - Financial aspects of outside influence (cons) 531 Wisconsin should not succumb to bribes or threats related to highway funds. 532 Federal financial aid only leads to local hypocrisy; states just do it for the money without believing in the policy. 539 Any other financial-related idea about outside influence, anti-21. 540 - Inevitable trends (pros) 541 A uniform national drinking is inevitable, so why fight it? 542 Bordering states are changing to 21, so Wisconsin should follow the trend. 549 Any other trend-related idea about outside influence, pro-21. 550 - Inevitable trends (cons) 551 Whatever national trends emerge should not impact Wisconsin. 552 Whatever state trends emerge should not impact Wisconsin. 559 Any other trend-related idea about outside influence, anti-21. 580 - Outside Influence (neutral) 1. Any opinion about outside influence that is neither pro-21 nor anti-21. 581 - Any other outside influence sub-frame that is (pros) 591 - Any other outside influence sub-frame that is (cons) BORDER-HOPPING -- 600 600 - General opinions about borderhopping (pros) 601 Border-hopping is a problem. 602 Underage drinkers in bordering states should not be drinking and buying alcohol in Wisconsin. 603 Raising the age to 21 would stop border-hopping. 609 Other pro-21 ideas, general border-hopping. 610 - General opinions about borderhopping (cons) 611 Border-hopping is not a problem. 612 Underage drinkers have a right to come to Wisconsin from other states, to drink or buy alcohol. 613 Raising the age to 21 will not stop border- hopping. 619 Other anti-21 ideas, general border-hopping. 620 - Safety aspects of border-hopping (pros) 621 Border-hopping causes deaths and injuries to kids driving long distances when they're drunk. 622 Border communities must put up with other problems (vandalism, loitering, littering) caused by border-hopping. 629 Other safety-related border-hopping ideas, pro- 21. 630 - Safety aspects of border-hopping (cons) 631 Border-hopping does not cause any more drunk- driving deaths or injuries than drunk drivers cause anyway. 632 Border communities don't have any more vandalism, littering or loitering than any other communities. 639 Other safety-related border-hopping ideas, anti- 21. 640 - Political aspects of border-hopping (pros) 641 Raising the age to 21 makes more sense than a border-hopping law. 642 Raising the age to 21 is more politically palatable than trying to pass a border-hopping law. 643 Raising the age to 21 was the only way to stop border-hopping. 649 Other political-related border-hopping ideas, pro-21. 650 - Political aspects of border-hopping (cons) 651 A border-hopping law makes more sense than raising the age to 21. 652 A border-hopping law is more politically palatable than raising the age to 21. 653 Raising the age to 21 was NOT the only way to stop border-hopping. 659 Other political-related border-hopping ideas, anti-21. 680 - Border-hopping (neutral) 1. Border-crossing is an important aspect and should be addressed separately by the legislature. 2. Any other opinion on border-hopping that is neither pro-21 or anti-21. 681 - Any other idea element on border-hopping that is (pros). 691 - Any other idea element on border-hopping that is (cons). Business Consequences (Outcomes)/Revenues -- 700 700 - Tavern Revenues (pros) 701 A drop in tavern sales will not happen. 702 A drop in liquor sales will not happen. 703 Sales at liquor stores will increase. 704 19-, 20-year-olds is not a big part of tavern business. 709 other 710 - Tavern Revenues (cons) 711 A drop in tavern sales will be expected. 712 A drop in liquor sales will be expected. 713 Sales at liquor stores is not expected to increase. 714 19-, 20-year-olds is a big part of tavern business. 719 other 720 - Alcohol Tax (pros) 721 The beverage tax should not be imposed to make up federal fund. 729 other 730 - Alcohol Tax (cons) 731 The beverage tax should be imposed to make up federal fund. 739 other 740 - Jobs Loss (pros) 741 Law may not mean a loss of jobs -for some young adults. -for taverns. 749 other 750 - Jobs Loss (cons) 751 Law may mean a loss of jobs -for some young adults. -for taverns. 759 other 760 - Business Changes (pros) 761 Bars (clubs) will not raise/pose the cover charges. 762 People are not skittish about paying a cover charge. 763 Industry needs not to cut back somewhere. 764 Bars (taverns) will not close. 765 Beer bar is no solution. 769 other 770 - Business Changes (cons) 771 Bars (clubs) will raise/pose the cover charges. 772 People are very skittish about paying a cover charge. 773 Industry will have to cut back somewhere. 774 Bars (taverns) will close. 775 Beer bar is a solution. 779 other 780 - Business Changes (neutral) 1. Many bars will/will not offer different kinds of entertainment, geared more to all- aged crowds. 2. Sales will not change. 3. Beer bar could be created. 4. other 781 - Any other business consequences sub-frame that is (pros) 791 - Any other business consequences sub-frame that is (cons) Young Adult - 800 800 - Behaviors/Effects on Young Adults (pros) 801 It won't force adults to drink illegally for two more years. 802 How 21 drink bill will effect the problem a. subtantially reduce drinking among 18 to 21 yr olds. b. will stop young adult drinking. c. will cut flow of alcohol to underage students. d. other 803 More young adults won't find other places to drink a. at home. b. dorms. c. cars/parking lots. d. isolated and unsafe places. e. join frats/sororities. f. other 804 18-20 yr olds aren't better behaved than our regular customers. 805 Weren't happy with the way they acted, not very mature. 806 18 yr old members of class of 84 shouldn't be allowed to blend alcohol and their commencement celebrations. 807 Young adult drinking won't become more reckless and dangerous. 808 Young adults will not turn to drugs. 809 other 810 - Behaviors/Effects on Young Adults (cons) 811 It will force adults to drink illegally for two more years. 812 How passing 21 drink bill won't effect young adults a. subtantially reduce drinking among 18 to 21 yr olds. b. stop young adult drinking/if young adults are going to drink, they will. c. will cut flow of alcohol to underage students. d. other 813 More young adults will find other places to drink a. at home. b. dorms. c. cars/parking lots. d. isolated and unsafe places. e. join frats/sororities. f. other 814 18-20 yr olds are better behaved than our regular customers. 815 Were happy with the way they acted, not very mature. 816 18 yr old members of class of 84 shouldn't/won't be deprived of their "right" to blend alcohol and their commencement celebrations. 817 Young adult drinking will become more reckless and dangerous. 818 Young adults will turn to drugs. 819 other 820 - Requirements/Rules (pros) 821 Shouldn't allow 18 yr olds to drink on a. HS graduation. b. Labor Day. c. join military. d. register for draft. e. other 822 Shouldn't be three year trial period on provision to allow 18-20 yr olds in taverns but not to drink. 823 Young adult should have to a. get diplomas before legal to drink. b. pass a test. c. get a license. d. other 829 other 830 - Requirements/Rules (cons) 831 Should allow 18 yr olds to drink on a. HS graduation. b. Labor Day. c. join military. d. register for draft. e. other 832 Should be three year trial period on provision to allow 18-20 yr olds in taverns but not to drink. 833 Young adult should have to a. get diplomas before legal to drink. b. pass a test. c. get a license. d. other 839 other 840 - Social (pros) 841 Freshmen don't need/want opportunity to intermingle with older students at campus social functions. 842 Don't need to/shouldn't allow 18-20 yr olds to go into bars to eat, drink or socialize. 843 Young adults don't need/want to/shouldn't have to party with those their own age. 844 21 yr bill won't impair/change social lives of young adults/students by a. making it harder to meet people. b. creating less social drinking/interaction. c. making freshmen "social leapers". d. other 849 other 850 - Social (cons) 851 Freshmen do need/want opportunity to intermingle with older students at campus social functions. 852 Should allow 18-20 yr olds to go to eat and socialize but not to drink. 853 Young adults do want/need/should to party with those their own age. 854 21 yr bill will impair/change social lives of young adults/students by a. making it harder to meet people. b. creating less social drinking/interaction. c. making freshmen "social leapers". d. other 859 other 860 - Adulthood/Citizenship (pros) 861 21 yr old drink bill won't effect Y/A citizenship by a. create second class citizenship for 18-20 yr olds. b. discriminate against 18-20 yr olds. c. discriminate against 18-20 yr old students. d. create two categories of legal adults. e. other 862 18-20 yr olds aren't adult enough/shouldn't be trusted to a. vote. b. serve on juries. c. serve in military. d. be legally responsible for contracts. e. other 863 Young people aren't unfairly victimized. 869 other 870 - Adulthood/Citizenship (cons) 871 21 yr old drink bill will effect Y/A citizenship by a. create second class citizenship for 18-20 yr olds. b. discriminate against 18-20 yr olds. c. discriminate against 18-20 yr old students. d. create two categories of legal adults. e. other 872 18-20 yr olds are adult enough/trusted to a. vote. b. serve on juries. c. serve in military. d. be legally responsible for contracts. e. other 873 Young people are unfairly victimized. 879 other 880 - General (neutral) 881 - General/Other (pros) 1. Young adults should not be able to drink. 2. Young adult drinking is a problem. 3. other 891 - General/Other (cons) 1. Young adults should be able to drink. 2. Young adult drinking is not a problem. 3. other Other Outcomes -- 900 900 - On-campus Activities (pros) 901 On-campus lounge might not be forced close. 902 Student organizations might not be prohibited from serving alcoholic beverages at organizational events, both on and off campus. 903 The university's insurance coverage might not be affected by the changes. 909 other 910 - On-campus Activities (cons) 911 On-campus lounge might be forced close. 912 Student organizations also might be prohibited from serving alcoholic beverages at organizational events, both on and off campus. 913 The university's insurance coverage might be affected by the changes. 919 other 920 - On-campus Activities (neutral) 921 Law will change university's legal obligations. 929 other 930 - Social Lives (pros) 931 You don't have to drink to have fun. 939 other 940 - Social Lives (cons) 941 You have to drink to have fun. 949 other 950 - General Others (pros) 951 Raising drinking age to 21 is a good idea. 960 - General Others (cons) 961 Raising drinking age to 21 is not a good idea. 980 - Other Other Outcomes (neutral) 981 - Other Other Outcomes (pros) 1. More noise in neighborhoods and more litter on the streets will not happen. 2. A boom in fake identification cards will not happen. 3. other 991 - Other Other Outcomes (cons) 1. More noise in neighborhoods and more litter on the streets are expected. 2. A boom in fake identification cards is expected. 3. other
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