ORIGINAL ARTICLE
How to Evaluate It: The Role of
Story-Evaluative Tone in Agenda
Setting and Priming
Tamir Sheafer
Department of Communication and Department of Political Science, The Hebrew University of
Jerusalem, Mount Scopus, Jerusalem 91905, Israel
The main contribution of this study to the understanding of agenda-setting and prim-
ing effects is its focus on the role of evaluative tone in all stages of the agenda setting/
priming process. First, the public’s evaluation of issue importance, which is the depen-
dent variable in most agenda-setting studies, is influenced by the issue saliency in the
news and by the evaluative tone of media coverage (positive, negative, or neutral). This
evaluative tone or affective attribute attached to the issue is part of the second-level
agenda setting. Second, these affective attributes that people attach to issues further
play an important role in the process of priming, on which they have both indirect and
direct impacts. Priming, therefore, carries with it an affective component: It is a combi-
nation of message strength and direction. Third, the political judgments of individuals
are also directly influenced by media-affective attributes. All of the arguments are
supported by the empirical analyses.
doi:10.1111/j.1460-2466.2006.00327.x
How to evaluate it: The role of story-evaluative tone in agenda
setting and priming
This research aims to show that the evaluative tone of media coverage, the affective
attributes attached to objects (candidates, issues, events), plays an important role in
the agenda-setting and priming processes, and consequently affects the political
judgment of voters. While current agenda-setting and priming models are based
on message salience, or strength, the argument developed here is that both models
include an affective component: They are a combination of message strength and
direction.
Corresponding author: Tamir Sheafer; e-mail: msstamir@mscc.huji.ac.il
Journal of Communication ISSN 0021-9916
Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association 21
Agenda setting
According to the agenda-setting hypothesis (first-level agenda setting), the media
influence public opinion by emphasizing certain issues over others. The amount of
media attention, or the media salience, devoted to certain issues increases their
accessibility and consequently influences the degree of public concern for these issues
(Dearing & Rogers, 1996; McCombs, 2004; McCombs & Shaw, 1972).
The empirical analysis in this study focuses on the issue of the economy in Israel,
and the first-level agenda-setting hypothesis is:
Hypothesis 1 (first-level agenda setting): An increase in the level of media coverage
of the economy will be associated with an increase in the proportion of survey
respondents naming this issue as the country’s most important problem.
Indeed, because the economy is such an obtrusive issue, because people may have
many channels of information about this issue, the influence of real-world indicators
and direct experience may provide an alternate explanation for the agenda-setting
hypothesis. Therefore, any test of the hypothesis must control for this alternative
explanation.
Evaluative tone in first- and second-level agenda setting: The role of affective
compelling arguments
In the last few years, the focus of many agenda-setting analyses has shifted from first
to second level, sometimes called attribute agenda setting. It is a shift from a focus on
the media’s role in telling us ‘‘what to think about’’ to their function of telling us
‘‘how to think about’’ objects. According to McCombs (2004), each of the objects on
the agenda ‘‘has numerous attributes, those characteristics and properties that fill out
the picture of each object. Just as objects vary in salience, so do the attributes of each
object’’ (p. 70). The major hypothesis that is associated with second-level agenda-
setting (Ghanem, 1997; McCombs, 2004; McCombs & Ghanem, 2003) states that the
attributes of the object emphasized by the news media affect the saliency of those
attributes in the public’s mind. For example, the media coverage of a political candi-
date may include attributes such as the candidate’s issue positions and qualifications.
Media emphasis on such attributes is expected to affect the saliency of the attributes in
the public’s mind and leads to certain evaluations. This hypothesis is generally sup-
ported by several empirical studies (see, e.g., Golan & Wanta, 2001; Kim, Scheufele, &
Shanahan, 2002; King, 1997; Kiousis, 2005; Kiousis, Bantimaroudis, & Ban, 1999;
Wanta, Golan, & Lee, 2004).
The focus in this study, though, is on a rather neglected part of second-level
agenda setting, the compelling arguments hypothesis (see Figure 1).
According to the compelling-arguments hypothesis (Ghanem, 1997; McCombs,
2004; McCombs & Ghanem, 2003), some object attributes emphasized by the
news media affect the accessibility of that object (and not of the attribute) to the
public, regardless of the frequency of their appearance in the media message. This is
the impact of the second-level on first-level agenda setting. According to McCombs
How to Evaluate It T. Sheafer
22 Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association
(2004), ‘‘compelling arguments are frames . that enjoy high success among the
public’’ (p. 92).
McCombs (McCombs & Ghanem, 2003; McCombs, Llamas, Lopez-Escobar, & Rey,
1997; McCombs, Lopez-Escobar, & Llamas, 2000) presents two general groups of
attributes at the second level: cognitive (or substantive) attributes and affective attrib-
utes. Cognitive attributes deal with the definition of issues (or objects in general) in the
media, whereas affective attributes deal with the tone of media presentation, with eval-
uation of issues (i.e., positive, negative, or neutral). The empirical distinction between the
two types is not always clear. Consider, for example, the empirical variable tested in this
study. Each front-page newspaper item that discusses the economy was coded as pre-
senting the economy in a positive, negative, or neutral way. An item was coded as positive
(or negative) if it presents the economy as improving (or declining). Such an operation-
alization no doubt captures the item tone or evaluation. But other cognitive attributes
that define an improving (or declining) economy may be presented as well. Nevertheless,
the focus in this study is on the affective component of presentation.
The effect of affective compelling arguments (i.e., positive, negative, or neutral
media presentation of objects) is hardly studied in empirical analyses. An exception
is a study by Schoenbach and Semetko (1992), who found that the positive tone with
which a certain issue was covered in the news (i.e., positive attribute) reduced the
salience of that issue on the public agenda.
I would argue that there are at least two sound explanations for the influence of
affective attributes, and specifically of negative affective attributes, on perceived issue
importance. The first is a theoretical explanation: Information about negative devel-
opments captures our attention far more than information about positive develop-
ments. This hypothesis is quite extensively discussed and supported in other fields of
research (Cacioppo & Berntson, 1994; Kahaneman, Slovic, & Tversky, 1982; Lau,
1985; Marcus, Neuman, & Makuen, 2000; Mutz, 1998; Schul & Schiff, 1993). A
negative object attribute is, therefore, expected to increase object importance and
accessibility on the public agenda. A positive tone, on the other hand, is not expected
to have such an effect. In fact, as noted, Schoenbach and Semetko (1992) found that
positive coverage decreased the perceived issue importance.
Media Agenda Public Agenda
Object Salience of Object
Attribute Salience of attribute
Compelling arguments
1
2
3
Figure 1 Compelling arguments. Taken from McCombs (2004, p. 92).
Note: (1) Traditional agenda setting (first-level effects); (2) attribute agenda setting (second-
level effects); (3) compelling arguments (attribute effects on object salience).
T. Sheafer How to Evaluate It
Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association 23
The second explanation is based on the common operational definition of public
agenda. This variable is usually measured by the survey question, ‘‘what is the most
important problem facing this country today?’’ (Dearing & Rogers, 1996, p. 17).
Note that this question has two important ingredients. The first is a question of issue
importance. But in the second part of the question people are asked to evaluate the
most severe problem, or negative development in their environment. This is an affec-
tive-evaluative question that has a clear, one-sided valence (i.e., a negative valence or
tone). Consequently, this wording may direct the attention of respondents to a com-
bination of importance and negative valence, just as in the affective compelling
arguments explanation.
This leads to the second hypothesis. It is presented as unidirectional because the
theoretical discussion deals only with the impact of negative information, not of
positive information (recall that the empirical analysis focuses on the state of the
economy):
Hypothesis 2 (affective compelling arguments): (a) The higher the salience of media
coverage of the economy and the more negative the media presentation of the
economy, the greater will be the increase in the proportion of survey respondents
naming this issue as the country’s most important problem; (b) this effect is expected
to be stronger than the effect of media salience alone.
Affective prepriming, priming, and political evaluations
Affective attributes may also play a central role in the next stage of the extended agenda-
setting process, media priming. The priming hypothesis states that the media agenda
affects the criteria people use to evaluate the performance of political actors. Individuals
use those issues that are most salient and accessible in their memory to evaluate the
performance of political actors (Iyengar & Kinder, 1987). If, for example, the issue of the
economy was primed, it would become the basis for evaluating the president’s perfor-
mance (Iyengar & Simon, 1993; Krosnick & Kinder, 1990; Pan & Kosicki, 1997). Using
the example of the economy, the evaluation of the president’s economic performance is
the independent variable in priming analyses, and the evaluation of the president’s
overall performance is the dependent variable. Media-affective attributes, or evaluative
tone, may affect the priming process in direct and indirect ways. The indirect effect is
discussed here and the direct effect in the next section.
Voters’ evaluations of the incumbent’s economic performance may be affected by
the way the media present the state of the economy. Negative media presentation
of the state of the economy is likely to lead to a very different evaluation of the
economic performance of the incumbent compared with a positive media presen-
tation of the economy. This is an affective prepriming effect that has an indirect effect
on priming because it affects a fundamental component of priming. In other words,
it affects the independent variable in priming (i.e., evaluation of the incumbent’s
economic performance), which is the dependent variable in the affective prepriming
effect. Accordingly, the third hypothesis is
How to Evaluate It T. Sheafer
24 Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association
Hypothesis 3 (affective prepriming): The more positive is the media presentation of the
economy, the more positive are the evaluations individuals will assign to the
economic performance of the incumbent party.
The fourth hypothesis presents the original priming effect. Until now, most
media-priming research has focused on evaluations of the president’s performance
(Price & Tewksbury, 1997). However, there is no reason to limit the research on
priming effects in natural settings mostly to leaders and not to political parties
as well:
Hypothesis 4 (priming): The more individuals are exposed to media coverage of the
economy, the more weight they assign to the economic domain when they evaluate
the overall performance of the incumbent party.
It is important to note that in a field study such as this one, which covers a set of
election campaigns, testing such a hypothesis requires controlling for two variables:
first, the general salience of the economy in the information environment in each
period, and second, the media exposure of individuals. Two individuals with a similar
media exposure but in different periods, one in which the media accorded a lot of
salience to the economy and another in which a much lesser salience was accorded,
are not exposed to the same levels of economic information and therefore are
expected to assign different weights to the economy in their evaluation of the
incumbent party. The same can be said of two individuals in the same period but
with different levels of media exposure. Previous priming field studies usually con-
trolled for a single variable. For example, Krosnick and Kinder (1990) and Iyengar
and Simon (1993) controlled for the information environment (the salience of an
issue in the media) but not for the media exposure of individuals. The current study
aims to control for personal media exposure as well.
Affective attributes, affective media priming, and political evaluations
However, how can we predict whether the priming effect on the evaluation of the
president or the incumbent party would be positive or negative? This question is
not fully answered by the theory. Iyengar and Kinder (1987) explain that if the news
media prime the prospects of nuclear annihilation, ‘‘then citizens would judge the
president primarily by his success, as they see it, in reducing the risk of war’’ (p. 63).
But how can people assess the success of the president in this task? How can we
predict whether, following a media priming of this issue, the electoral fortunes of
the president will improve or decline? There is a paradox in media research regard-
ing this question. On the one hand, scholars argue that voters are miserly in
expending cognitive efforts when processing political information (Fiske & Taylor,
1991; Popkin, 1994). Therefore, voters are evaluating the president based on the
most accessible issue in their memory as an information shortcut. But on the other
hand, voters are expected to invest a lot of cognitive effort to assess the success of
the president in handling this problem. This rationale doesn’t make sense. A better
T. Sheafer How to Evaluate It
Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association 25
explanation, I would argue, can be found to a large extent in the affective attributes
of objects.
Indeed, some ideological and highly controversial issues are likely to have rather
expected electoral effects simply by being on the agenda. For example, if the social
welfare policy is emphasized by the media and becomes the basis for evaluation, it is
expected that conservatives will evaluate a conservative president in a positive way
(Zaller, 1992). Other issues are ‘‘owned’’ by certain parties, and these parties enjoy
electoral gains when they are primed (Kleinnijenhuis, Maurer, Kepplinger, & Oegema,
2001; Petrocik, 1996; Petrocik, Benoit, & Hansen, 2003; Sheafer and Weimann, 2005;
Simon, 2002).
Yet, many other issues do not naturally lend themselves to such clear evaluations.
Economic growth is one example. My argument is that the electoral consequences of
these issues being primed is a result of the fact that people attach affective attributes
to these issues (see Just, Crigler & Neuman, 1996, and Willnat, 1997, for quite a similar
argument). Actually, according to the ‘‘hot cognition’’ psychological hypothesis, all
sociopolitical concepts a person has evaluated become affectively charged, positively or
negatively, strongly or weakly (Morris, Squires, Taber, & Lodge, 2003). Therefore,
when economic growth is primed, people will evaluate the president or the incumbent
party based on the affective evaluation (positive or negative) they attach to economic
growth (for instance, is it growing and positive or declining and negative). I, therefore,
refer to this kind of priming as affective priming.1 Affective priming is the affective-
evaluative component that is inseparable from priming. This concept, therefore, does
not replace priming; it only adds to it an affective dimension.
The media influence affective priming through the affective compelling argu-
ments effect, in which they attach an evaluative tone (i.e., positive, negative, or
neutral) to objects or issues. In other words, the media help people in assigning
affective attributes to these issues. For example, the media may present the economy
as growing (positive attribute) or declining (negative attribute), thus affecting indi-
viduals’ evaluations of this issue. It appears, therefore, that priming has a built-in
affective component, and media attributes activate or prime a specific political
judgment (for related arguments see Entman, 2004; Ju, 2006; Shah, Domke, &
Wackman, 2003; Snyderman, Brody & Tetlock, 1991).
In effect, we can find that in most empirical analyses of priming, subjects
were exposed to affectively charged media messages. For example, in Iyengar and
Kinder’s (1987) original priming experiments, subjects viewed newscasts that either
emphasized a problem in a certain area (i.e., a negative evaluative tone) or not.
Following that, they were asked to evaluate the president. In Kim et al.’s (2002) field
study, subjects were exposed to pro and con attributes of a certain commercial devel-
opment project (a positive or negative evaluative tone). Indeed, Willnat (1997) argues
that ‘‘especially missing from the current literature are analyses of how positive and
negative news coverage of political issues influences the. priming effect’’ (p. 62).
Such affective attributes have political consequences, probably mainly through
the process of voters’ attribution of responsibility to the incumbent party. Two
How to Evaluate It T. Sheafer
26 Journal of Communication 57 (2007) 21–39 ª 2007 International Communication Association
political-science hypotheses that discuss the effects of such attribution of responsi-
bility are retrospective voting (Fiorina, 1981) and economic voting (Lewis-Beck &
Stegmaier, 2000). For example, according to the economic-voting hypothesis, people
reward or punish the incumbent based on the state of the economy, be it the actual
state (Lewis-Beck & Stegmaier, 2000) or the state of the economy presented by the
media (Hetherington, 1996; Shah, Domke, & Wackman, 1999). Therefore, when the
affective priming is negatively valenced, the incumbent is generally expected to lose
support.
As noted, this process may work both indirectly and directly. It works indirectly,
as discussed in the previous section, by affecting evaluations of the incumbent’s
performance in the primed area (the affective prepriming effect). This process
may also work more directly alongside the ‘‘regular’’ priming effect. It is possible
to hypothesize that the level of the evaluative tone—the strength of the direction—
matters, as well. This is the direct effect of affective attributes on the general perfor-
mance evaluations of the incumbent party:
Hypothesis 5 (affective attributes): The more positive is the media presentation of the
economy, the more positive are the evaluations that individuals will assign to the general
performance of the incumbent party (and not only to its economic performance).
Methods
The analyses are based on d
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