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A Content Analysis of Newspaper Coverage on the Sept 11 Attacks, Bali
Bombing and Madrid Train Bombing
By Tan Li Hoeng Joann, Yang Yanni and Jamaliah Bte Othman,
Nanyang Technological University, Singapore
School of Communication & Information
Contact number: +65 9628 0440
Email: [log in to unmask]
Fax number: +65 6220 4133
Student research paper for the International Communication Division
of AEJMC 2005 Annual Conference
Abstract
A content analysis of 312 articles from 13 newspapers on the Sept. 11
attacks, Bali bombing and Madrid train bombing was conducted. The
study examined which news frames were dominant, and integrated
international news flow and framing analysis. Across all events,
"threat to political climate" and "coverage of victims and potential
victims" were dominant. For Sept. 11, trade and casualty count were
significant predictors of "threat to economy" and "coverage of
victims and potential victims" frames respectively.
A Content Analysis of Newspaper Coverage on the Sept 11 Attacks,
Bali Bombing and Madrid Train Bombing
Student research paper for the International Communication Division
of AEJMC 2005 Annual Conference
Abstract
A content analysis of 312 articles from 13 newspapers on the Sept. 11
attacks, Bali bombing and Madrid train bombing was conducted. The
study examined which news frames were dominant, and integrated
international news flow and framing analysis. Across all events,
"threat to political climate" and "coverage of victims and potential
victims" were dominant. For Sept. 11, trade and casualty count were
significant predictors of "threat to economy" and "coverage of
victims and potential victims" frames respectively.
A Content Analysis of Newspaper Coverage on the Sept 11 Attacks,
Bali Bombing and Madrid Train Bombing
Introduction
Terrorism, a widely discussed and debated issue in the news media
today, became prevalent as a result of three major attacks: Sept. 11
in 2001, Bali bombing in 2002, and Madrid train bombing in 2004. The
first attack was on an international financial hub, the second, a
tourist haunt, and the third, a place of daily commute. These three
acts of calculated violence against civilians had immediate and
overwhelming effects on the international community.
A handful of people in the media saw symbolic meanings and trends
behind the attacks. An online New York Post article ("Chilling '911'
Murder Link", March 2004) pinpointed that exactly 911 days stood
between the events of Sept. 11 and the Madrid train bombing. The
Straits Times from Singapore, among other newspapers, also pointed
out that the Bali bombing occurred one year, one month and one day
after Sept. 11 ("Bali's tourism targets dashed by attacks", October
2002). In addition, radical Islamist group Al-Qaeda and its Asian
affiliate Jemaah Islamiah were said to be responsible for the attacks.
The similarities and patterns that link each event provide an
opportunity for comparisons in the selection of news frames in the
coverage of the attacks. Yet, the attacks remain separate enough for
newspapers to approach each event independently. Hence the questions
of how and what frames were selected in the news coverage?
Past research has suggested that a variety of determinants - ranging
from journalists' backgrounds to intrinsic characteristics of news
events to external forces driving journalism – could contribute to
international news coverage and presentation, albeit their
inconsistency in predictability across different topics with varied
nature, scale and operationalisation of concepts. However, much of
this effort has been devoted to examining the amount or type of news
story concerning intended nations, instead of how reported issues
were being framed. The current study attempts to offer additional
effort to the handful of past investigations that have tried to close
this research gap.
Such research has been either pure theoretical (i.e. Scheufele, 1999)
or empirical (i.e. Chang & Chang, 2003; Chang et al., 2004) but with
limited scope for cross-national comparisons. With increased emphasis
on terrorism at the turn of the 21st century and the string of high
profile terror attacks globally, this study aims to investigate how
the three aforementioned terror events were covered in the
international press in terms of framing and its processes—namely how
determinants of international news might have affected framing of the
three events.
The present research content analysed 312 news articles from the
world press. With a much larger scale and scope of sample, the study
aspires to offer some insight to improve the understanding of the
theoretical and empirical complexity of international communication,
framing research and, above all, their interactions – an important
area lacking in research.
Terrorism is a controversial term with multiple definitions.
Anderson and Sloan (2002) stated that terrorism evokes an image of
fear: "This frightening imagery of terrorism in turn has often
provoked an emotional response equally in the lay observer, the
scholar, or the policy maker who cannot ignore their gut reaction to
the threat and acts of bloodshed" (p.1). Wilkinson (2000) offered
the definition that "terrorism is the systematic use of coercive
intimidation, usually to service political ends" (p.12), and is used
for creation of climate of fear, publicity for a cause, and coercion
of a target to submit to terrorists' demands.
The manner of reporting terrorism has since grown in importance due
to the possibility of manipulation of the media by terrorists. Picard
(1993) stated that media and media coverage can be considered "modern
tools of terrorists" (p. 6), that by increasing audience exposure to
the consequences of the activities, concerns and anxiety about the
government and its institutions will also increase. In previous
years, acts of terrorisms were merely ignored or unreported in the
American media (Kelly and Mitchell, 1981; Crelisten, 1987). However,
with increasing attention placed on terrorism, the relationship
between terrorism and the mass media deserves closer scrutiny. It is
crucial to devise methods to report fairly on such activities without
diminishing the media's responsibility to the public and affecting
the duties of law enforcement agencies.
This link was further explored by researchers such as Graber (1989),
who pointed out that media coverage of terrorism involves several
stages: First, concentration on the dissemination of facts on the
disaster and victims, and information for people about safety and
government response; and second, organisation of facts to present a
logical explanation of the event so as to enforce the view that
everything is under control and that normalcy measures are in place.
Competition between media agencies has possibly guided these stages
(Hoffman, 2002). Having broken the story and captured viewers'
attention, the priority of the media is to hold that attention with
equally gripping follow-up reports. The media's focus thus invariably
shifts from the limited quantity of hard news to more human-interest
type feature stories (p.138).
Studies have been done on coverage of the Sept. 11 attacks (Traugott
and Brader, 2002; Moore and Pan, 2002). Traugott and Brader (2002)
found that there was an initial emphasis on the details of the
incidents. This was followed by government-initiated reports of their
response after two days, with an eventual third phase of background
reporting focusing on "explaining" the event. Moore and Pan's (2002)
study found that terrorists did alter the emphasis of the U.S. print
media, with greater status given to the Palestinian and Muslim
causes. Apparently, certain factors have led to changes—or framing—in
news content in media coverage of such world events.
Literature Review
Research on international news flow has been varied, dealing with
issues such as the vast disparity in the amount of foreign news in
various countries, or differences in news origin. One commonly
examined aspect involves determinants of international news coverage.
Determinants of foreign news coverage have been categorised into
either event-oriented or context-oriented factors (i.e. Hester, 1973;
Chang, Shoemaker and Brendlinger, 1987; Chang, 1998). Event-oriented
determinants refer to the inherent characteristics of the news event,
while context-oriented determinants refer to factors external to the
event. Some determinants have been shown consistently to be good
predictors of news coverage, while others have produced mixed results.
One possible determinants of international news flow is distance, of
which includes geographic distance and cultural distance. Geographic
distance refers to the physical distance between the news origin and
the reporting nation (Kariel and Rosenvall, 1984). While some studies
concluded that geographic distance is not a significant determinant
of international news flow (i.e. Hicks and Gordon, 1974; Chang et
al., 1987; Chang and Lee, 1992), others have found it to be
significant (i.e. Van Belle, 2000; Kariel and Rosenvall, 1984; Wu,
2003) and are in line with Rosengren's (1970) hypothesis that "the
more distant the event, the more unpredictable and less important it
seems" (p.79).
The inconsistency may have resulted from a number of reasons. First,
the inclusion of the U.S. (Kariel and Rosenvall, 1984) may have
contributed to the difference. Second, different dependent variables
were used in the studies. Hicks et al. (1974) tested geographic
distance against prominence of coverage (which is an index of number
of items, amount of space allocated, and the size headlines used);
and second, amount of straight, negative, and elite-oriented
coverage. Other content analyses tested external factors against mere
publication of events. A third reason is the different
operationalisation of independent variables; for instance, measured
in thousands of kilometers (Van Belle, 2000), coded dichotomously
(Chang et al., 1987), using Air Force distance charts or perceived
distance. Finally, a variation in sample selection may have
contributed to the differences. Van Belle (2000) concentrated on
disaster coverage instead of foreign news coverage, thus removing
another common platform for comparison between studies.
Cultural distance is measured in terms of language affinity (Pei,
1960) between countries (i.e. Hester, 1973; Chang et al., 1987; Chang
et al. 1992). Language affinity is a possible factor because firstly,
language difference could be a technical impediment to news
transmission; and secondly, language is an integral aspect of
culture, thus countries sharing the same family of languages would
generally be closer to one another culturally.
Besides distance, trade is another possible determinant of
international news coverage. Hester (1973) argued that strong trade
links would purportedly mean an increased flow of information between
the countries. However, results from past studies vary: from finding
trade to be one of the most important factors influencing news
coverage (Wu, 1998; 2003), to being a minor, albeit significant,
factor (Kariel and Rosenvall, 1984; Golan and Wanta, 2003), and to
being irrelevant as a factor of international news coverage (Chang et
al., 1987; Chang and Lee, 1992; Robinson and Sparkes, 1976).
These differences could be due to variance in measurement of trade in
the above studies. For example, Chang et al. (1987) used ordinal
ratings of 1 to 3 to represent similarity of economic systems between
countries; U.S. trade relations were merely a factor of perception
for the news editors in the survey by Chang and Lee (1992); trade was
measured at the ratio level in the study of Kariel and Rosenvall
(1984); and Golan and Wanta (2003) measured economic ties as the
ranking of the nation on the U.S. list of trading partners. Given
these disparities, a direct comparison of results cannot be made. In
addition, a time difference of 30 years exists between earlier
studies (i.e. Hester, 1973) and more recent ones (i.e. Wu, 2003).
With rapid globalisation within the last decades, it is plausible
that the importance of world trade has changed greatly in various
countries over this period.
Another factor to be considered is the gross national product (GNP)
per capita of countries. GNP per capita could be an influence on news
coverage because of its close links with the development and wealth
of a country. Hester (1973) and Chang (1998) argued that more
information would flow from powerful to less powerful nations.
Findings regarding the influence of GNP per capita on international
news flow vary, as has been in the case of trade. It has been found
to be an important determinant among a list of possible factors (Kim
and Barnett, 1996), or to have a significant yet minor and limited
influence on international news flow (Kariel and Rosenvall, 1984; Wu,
2003). Other studies, however, concluded that GDP per capita are
insignificant or irrelevant as a determinant of international news
coverage (Van Belle, 2000; Chang and Lee, 1992).
The differing results could be due to various reasons, such as
differences in countries studied (the U.S. versus Canada), data
source (World Development Report versus The Penn World Table versus
International Bank of Reconstruction and Development), and content
(disaster news versus foreign news).
In addition to the abovementioned contextual factors,
content-oriented factors, or characteristics of the event itself,
such as conflict, timeliness, or impact, can make it newsworthy.
Impact can be defined in terms of casualty level. Itule and Anderson
(2003) stated that "readers are always interested in stories that
have considerable impact on their communities" (p.15). In support,
Van Belle (2000) found that the number of people killed is
statistically significant in influencing coverage, as did Chang et
al. (1987) who concluded that U.S. editors considered loss of lives
and properties to be important determinants. This is because an event
with a higher casualty level has greater impact, and hence greater news value.
According to Goffman (1974), people actively organise and categorise
life experiences to make sense of them. Frames are the individual's
mentally stored clusters of information or the "schemata of
interpretation" (p. 21) that guide individuals in the construction of
information. Drawing upon that psychological definition, Goffman
(1974) elaborated on how frames are "the principles of organization
which govern events – at least social ones - and our subjective
involvement in them." (p. 10-11). Later research may have offered
other definitions of frames, but the idea of frames as means of
organising information was shared among others (Tuchman, 1978;
Gamson, 1989; Entman, 1993; Norris, 1995). Entman (1993) defined
framing as "to select some aspects of a perceived reality and make
them more salient in a communicating text", so as to fulfill four
main functions of "problem definition, causal interpretation, moral
evaluation, and treatment recommendation for the item described" (p.
52). However, he qualified that sentences in the content may perform
more than one of the four framing functions, and in some instances, a
frame may not even include any of the four functions.
With regards to the production of news, Gitlin (1980) employed
Goffman's (1974) psychological concept of frames in his study of the
relationship between the news media and the New Left movement. He
defined frames as the "persistent selection, emphasis, and exclusion"
of news and that frames "enable journalists to process large amounts
of information quickly and routinely package the information for
efficient relay to their audiences" (p. 7).
Researchers such as Gamson (1989) indicated that facts alone are
meaningless. Journalists and news workers employ frames to give facts
intrinsic meaning by putting them into a context that provides
organisation and meaning. To Gamson, a frame is "a central organising
idea or story line that provides meaning" (Gamson and Modigliani,
1987, p. 143).
Tuchman (1978) talked about how "frames organise 'strips' of everyday
life and transform them into defined events" (p.7). She argued that
news organisations are complex organisations subject to certain
inevitable processes. Journalists thus have to make decisions as
professionally as possible based on newsroom needs. Tuchman (1978)
thus linked Goffman's (1974) study to the ideological and structural
processes of journalism, news organisations and their sources, who
help structure "social reality".
Relevant to the current study are investigations of framing research
applied to terrorism, as conducted by Berkowitz and Gavrilo (2001),
Baden (2001), Chang and Chang (2003), and Eckstein (2003). Berkowitz
and Gavrilo's (2001) empirical study of the American framing of
terrorism in Israel stated that news was shaped by three news
cultures – that of the journalism profession, news organisation, and
society at large. They supported their argument through an analysis
of news articles in The New York Times and USA Today, and found that
news stories tend to reinforce current cultural foundations of
society, reaffirming what the public has come to stereotype.
Eckstein's (2003) analytical study of the news frames on Sept. 11
attacks and 1995 Oklahoma City bombing concluded that for both
attacks, the events were framed more episodically than thematically.
Similarly, Baden (2001) suggested that The New York Times tend to
frame terrorism coverage with a more U.S. official or
military-positive tone, while the Guardian of London framed its
coverage with a more foreign official-negative tone. Chang and
Chang's (2003) study on world editorials on Sept. 11 terrorist
attacks showed that most world press framed its editorials to promote
"the importance of an international coalition to stand by the United
States" and "to share the responsibility to counter terrorism" (p. 56).
As earlier studies (i.e. McCombs and Shaw, 1972) have shown, the
news media play an important role in the news consumers' setting of a
political agenda. In the realm of terrorism, the majority of the
public has little access to information regarding terrorist
developments and dealings other than through the media. Hence, media
scholars argue that news media have the power to shape public opinion
and understanding on topics about which they are ignorant.
An examination of media frames in the coverage of the three separate
terror attacks by newspapers in 13 countries provides a good
opportunity to observe how different newspapers framed the issue
within their respective political, economic and social milieus. In
the study, framing will be used as a dependent variable (Scheufele, 1999).
Despite the little research that has been done to examine the
possible link between framing analysis and the influence of factors
on news coverage, there has been some inkling of how such a
connection might be established in recent studies (Scheufele, 1999;
Chang and Chang, 2003; Chang, et al., 2004).
Scheufele (1999) outlined five factors that suggest an influence on
media framing: social norms and values, organisational pressures and
constraints, pressures of interest groups, journalistic routines, and
ideological or political orientations of the journalist. An example
is that population, in terms of racial makeup of a community, can
influence the framing of news (Goshorn and Gandy, 1995; Gandy, et al., 1997).
Chang and Chang (2003) integrated international news flow analysis
with framing analysis in their study of the Sept. 11 terrorist
attacks. They examined if context-oriented factors such as trade,
diplomatic and military ties would affect news frames employed by
international newspaper editorials focusing on the attacks. Results
showed that religion was an important determinant in how different
countries' newspapers frame international editorials on the terror
attacks. In countries where Christianity or Hinduism was dominant,
editorials tend to adopt the frame of "calling for an international
coalition to counter terrorism". The study also indicated that
factors like press and political freedom of countries were likely
predictors of expressed kinship with the United States.
A study by Chang et al. (2004), which examined the influence of
contextual factors on the selection of news frames for cross-national
news coverage of Severe Acute Respiratory Syndrome (SARS), found a
positive correlation between trade and framing of SARS as a "threat
to economy". However, other contextual factors like political factors
and foreign direct investment did not have any significant effect on
news framing.
In the same vein, this study attempts to link international news flow
theory with framing analysis. Factors such as trade, geographic
distance, number of casualties, proportion of Muslims in country,
number of terror attacks in the past, and gross domestic product per
capita will function as independent variables to determine the
possible differences in framing of the three terror attacks in
international newspapers.
Research and Hypotheses
Based on the literature review on international news flow and framing
analysis, several factors of foreign news coverage were selected for
investigation as to how they might influence framing of the three
terror attacks. The following research question and hypotheses were
thus proposed.
RQ1: What is the dominant news frame in the articles on the three
terror attacks?
While previous studies on foreign news coverage and terror attacks
have focused on the amount of coverage received in different
countries, few have examined the types of frames dominating coverage
of the attacks. This study aims to find out what is the dominant news
frame used in the coverage of the three terror events.
H1: The larger the trade volume, the more dominant the "threat to
economy" frame will be.
Earlier studies have revealed varied results about the influence of
trade volume between countries on the amount of media coverage. The
hypothesis proposes that when trade volume between countries is high,
a terror attack in one country is likely to have greater economic
repercussions on its trading partners when market operations are disrupted.
H2: The higher the GDP per capita of the country, the more dominant
the "threat to economy" frame will be.
The gross domestic product per capita of a country is a measure of
its wealth and economic development. A terror attack can have
international ramifications, hence a stronger economy rather than a
weaker one, is more likely to be affected by a global event.
H3: The higher the number of casualties from the country in the
attack, the more dominant the "coverage of victims and potential
victims" frame will be.
Literature review has shown that loss of lives and property are
significant determinants of news coverage. This study attempts to
take a deeper look at the influence of casualty level on news
coverage by proposing that a country with a higher casualty rate from
a terror attack is more likely to cover the event from the victims'
perspectives. As the impact of the event is greater on the country,
newspapers are expected to carry updates of the victims to their
families, friends, and fellow citizens back at home.
H4: The closer the country is to the victim country, the more
dominant the "coverage of victims and potential victims" frame will be.
Countries in close proximity to each other are more likely to feel
closer psychologically to their neighbours, than to countries further
away. This can be due to greater travel and movement between
neighbouring countries, or due to the more similar cultures between
them. Thus, they are likely to include more coverage on victims.
H5: The higher the proportion of Muslim population in the country,
the more dominant the "coverage of perpetrators" frame will be.
In this study, perpetrators of the three terror attacks are radical
Muslims of Al-Qaeda and Jemaah Islamiah. Even as the attacks are
relevant to the rest of the world, they are undoubtedly more relevant
directly to the Muslim population than those of other religious
groups. Thus, it is proposed that countries with a higher proportion
of Muslims in the country are more likely to cover the attacks by
shedding more information on the perpetrators, who are differentiated
from typical Muslims as the extremists in the religious group.
H6: The larger the number of terror attacks that has occurred in the
country, the more dominant the "call for aggressive international
action against terrorists" frame will be.
At least one previous study has indicated that social distance is a
significant factor influencing coverage of major disasters. It is
likely that a country that has experienced terror attacks before can
better empathise and understand the consequences of the terror attack
in the victim country, and thus is socially closer than one that has
never been through such attacks. Therefore, it is likely that the
former is more likely to call for punitive actions against the
perpetrators to address the injustice.
Method
A purposive sample of the following 13 newspapers was selected: The
Straits Times (Singapore), The New Straits Times (Malaysia), The
Jakarta Post (Indonesia), The Bangkok Post (Thailand), China Daily
(China), The Daily Yomiuri (Japan), Sydney Morning Herald
(Australia), Globe and Mail (Canada), The New York Times (U.S.), The
London Times and Sunday Times (U.K.), The Jerusalem Post (Israel),
Frankfurter Allgemeine Zeitung (Germany) and El Pais (Spain). No
articles were taken from The New York Times, The Jakarta Post and El
Pais for Sept. 11 attacks, Bali bombing and Madrid train bombing
respectively, as the study is looking at influences on and framing of
foreign events.
The sample was chosen because they constitute a good mix of
newspapers from different regions. Importantly, they are among the
leading daily newspapers in their countries of origin in terms of
circulation and influence and written in the English-language with
the exception of the newspapers from Spain and Germany. This is
because the leading and most influential newspapers in these two
countries are in their native tongue, thus the use of the
German-language newspaper Frankfurter Allgemeine Zeitung and the
Spanish-language daily El Pais.
News articles published in the first seven days after the terror
attack made up the sample frame. This time frame allowed for
sufficiently significant coverage of the event and was also long
enough for the newspapers to explore the different story angles of
the attacks. Therefore, the time periods from which the news articles
were taken are: Sept. 12 - 18, 2001 (for Sept. 11 attacks); Oct. 13 -
19, 2002 (for Bali bombing); and March 12 - 18, 2004 (for Madrid
train bombing). This resulted in a total of 21 days for content
collection and analysis.
The news sample was retrieved using Factiva®[1], and the search
terms used were as follows: for Sept. 11 attacks, "terror" or "World
Trade Center"; For the Bali bombing, "terror" or "Bali" were used;
and for Madrid train bombing, "terror" or "Madrid". This preliminary
search resulted in 3,409 articles.
Irrelevant articles such as editorials, interviews, and paid notices
among many others, were filtered out, resulting in a sample list of
1,449 relevant articles. Further sifting of articles includes
selecting only articles where the attack or consequences arising from
it is mentioned in the first five paragraphs. According to Fico and
Cote (1999), there is an assumption that material higher up in
articles will have a greater likelihood of being read. In their
study, they used this assumption to create an index of how equally
assertions by political candidates were made from the first through
the fifth paragraphs.
From the final sample, disproportionate, stratified, random sampling
was conducted to obtain 312 newspaper articles for analysis, using a
computer randomiser. This approach was taken to ensure that all
newspapers would be represented in the final sample. The amount of
coverage of the attacks in the different newspapers varied greatly,
and to use proportionate sampling would mean newspapers with very
little coverage would not be represented at all. Of all, China Daily
had the smallest number of articles (2) and The London Times or
Sunday Times had the largest number of articles (82).
Intercoder reliability testing was conducted between the three
coders. Using paragraph as the coding unit and article as the unit of
analysis, 60 English-language articles were randomly selected from
the final sample of 312 articles for the test. All three coders coded
the 60 articles. Each of their results was then correlated against
the other two coders, using Pearson's Product Moments. This resulted
in three sets of correlations, each set testing a possible pairing
between the three coders, which on average yielded an acceptable
range of 86.7 to 100 percent.
Non-English language articles were excluded from test sample due to
the lack of proficiency of the three coders. Two interpreters were
employed to assist in the coding of the non-English language articles
– one proficient in Spanish and another in German. While each
translated the articles verbally by paragraphs, one of the three
initial coders was simultaneously coding. This was done over
face-to-face meetings to ensure that all doubts were clarified.
Factors influencing coverage (independent variables)
Distance .Distance is defined as the geographic distance between the
capitals of each victim and reporting country. It is measured in
kilometers. Figures were derived from the website www.indo.com/distance.
GDP per capita. Gross domestic product per capita is defined as the
market value of all the goods and services produced within the
borders of a nation during a specified period, per person. It is
measured in U.S. dollars, and the figures were derived from the
Global Market Information Database, published by Euromonitor at
http://www.euromonitor.com/gmid/default.asp. Three sets of data were
used as the three terror attacks occurred in different years. GDP
figures are generally tabulated at the end of the year; hence for a
more accurate measure of the country's economy before it was affected
by the terror attacks, the previous year's results were used.
Therefore, year 2000, 2001 and 2003 figures were used for the Sept.
11 (2001), Bali bombing (2002) and Madrid train bombing (2004), respectively.
Trade. Trade is defined as the volume of trade between each victim
country and reporting country. As is the case with GDP per capita,
three sets of data were derived from the Global Market Information
Database, published by Euromonitor at
http://www.euromonitor.com/gmid/default.asp. Using data of trade
volume prior to the attacks are important, so that the figures
reflect trade relations more accurately before countries are affected
by the attacks. For the current study, trade figures are given in
U.S. dollars, in billions.
Number of terror attacks. Number of terror attacks is defined as the
total count of terror attacks known to have occurred in the
countries, up to the point of each terror attack. Information was
derived from the Terrorism Research Center at www.terrorism.com.
Three sets of data were used in the analysis of each event: number of
terror attacks in a country up till 10 Sept. 2001 (for Sept. 11), up
till 11 October 2002 (for Bali bombing), and up till 10 March 2004
(for Madrid train bombing).
Proportion of Muslim population. Proportion of Muslim population is
defined as the number of Muslims in each country as a percentage of
the total population. It is thus a ratio measure and figures were
derived from Muslim Population Worldwide at
http://www.islamicpopulation.com/index.html.
The major sources of this website are the Population Reference
Bureau, the CIA Fact Sheet, the U.S. State Department, various
country reports and news agencies.
Casualty level. Casualty level is defined as the number of citizens
of each country killed in each attack. Figures were derived from
Wikipedia, The Free Encyclopedia, at http://en.wikipedia.org. and
http://www.Sept.11victims.com/Sept.11victims/COUNTRY_CITIZENSHIP.htm.
Frames (dependent variables)
A set of 12 frames were determined and coded accordingly in the
news. They are "threat to economy", "threat to political climate",
"threat to religious or racial harmony", "coverage of victims and
potential victims", "coverage of perpetrators", "show of sympathy or
empathy", "call for aggressive action against terrorists", "call for
non-aggressive or undecided action against terrorists",
"international aid to victim countries", "aid within victim
countries", "others" and "Not Applicable".
The coding unit is a paragraph. Not all frames were used as
dependent variables. Those used were namely "threat to economy",
"coverage of victims and potential victims", "coverage of
perpetrators", and "call for aggressive action against terrorists",
"Call for non-aggressive or undecided action against terrorists".
Statistical procedure
Descriptive statistics were used to answer the research question. To
test the hypotheses, factors influencing coverage (independent
variables) were run against selected news frames (dependent
variables), using multivariate regression analysis. Hypotheses 1 and
2 share the same dependent variable ("threat to economy" frame), as
do Hypotheses 3 and 4 ("coverage of victims and potential victims"
frame). Hence, for each event, four multivariate regressions were
run. Analysis of the three terror attacks thus resulted in a total of
12 multivariate regression analyses.
This study examines possible factors affecting the dominance of
selected news frames. The concept of dominance is measured using an
index made up of the following constructs: (1) frequency of the frame
used, (2) placement of the frame by paragraph, and (3) placement of
the frame of direct quotes, also by paragraph.
Before the index is created, variables measuring placement had to be
recoded into a continuous variable. This is done by applying the
equation [N – (n – 1)]/N, where N refers to the total number of
paragraphs in each article and n refers to the paragraph number in
which each of the 12 frames was used for the first time (Chang,
2003). Scores greater than 1, which is derived when n=0, are
converted to 0. Therefore, the converted scores range from 0 to 1;
the earlier in the article a frame first appears, the greater the score.
Reliability analysis was then conducted on the standardised data set,
with the variables being correlated against other variables forming
the index of dominance. All variables for a possible index had to
have acceptable correlations of greater than 0.70 and less than 0.95.
The results were as follows: Threat to economy (0.908), threat to
political climate (0.884), threat to religious and racial harmony
(0.916), coverage of victims and potential victims (0.881), coverage
of perpetrators (0.851), show of sympathy or empathy (0.883), call
for aggressive action against terrorists (0.893), call for
non-aggressive or undecided action against terrorists (0.916),
international aid to victim countries (0.843), aid within victim
countries (0.896), others (0.872), non-applicable (0.828). The lowest
alpha was for the "N.A." frame, while two frames "Threat to religious
or racial harmony" and "Call for non-aggressive or undecided action
against terrorists" scored the highest alpha. These results show that
there is no issue of multicollinearity.
As all correlations fit the criteria, each of the three variables of
each frame were aggregated then averaged to form a new variable –
dominance of each frame. This variable would be used in the later
statistical procedures.
Results and Discussion
The research question sought to examine which news frames were most
dominant for each event. Results show that each terror attack appears
to have different dominant news frames. However, a closer examination
reveals that two frames are consistently found in the top three
dominant news frame throughout all three attacks.
Results from Table 1 (see Appendix A) showed that the most dominant
frame for the Sept. 11 attacks was the "threat to economy" frame
(mean = 1.322). This was followed by "coverage of victims and
potential victims" (mean = 0.959), and "threat to political climate"
(mean = 0.828).
The Sept. 11 terrorist attacks struck the heart of a bustling
commercial hub which was home to almost 500 U.S. and foreign
companies in 2001. Much commercial activities and businesses were at
stake, and the consequences of the attack were economically crippling
worldwide. Thus, it is not surprising that an extensive amount of
international media coverage would be devoted to the economic effects
of the attack, and hence the use of the "threat to economy" frame. It
was noted by Graber (1998) that the media often disseminated facts on
the disaster and victims in the first stage of terrorism coverage,
and by Hoffman (2002) that during crisis reporting, the media's focus
invariably shifts from hard news to more human-interest type feature
stories. With more than 3,000 casualties involved in the Sept.11
attacks, the media would place a large emphasis on priming the
"coverage of victims and potential victims" frame – hence accounting
for its ranking as the second-most dominant frame. The "threat to
political climate" frame ranked third. Its dominance is also
justified by Graber (1998) who mentioned that information about
safety and government response is also included in the first stage of
media coverage of terrorism. The dominance of the "threat to
political climate" news frame can also be explained through the
observations of Traugott and Brader (2002) who noted that
government-initiated reports of their response towards the terrorists
would surface two days after the attack.
For the Bali bombing, the "coverage of victims and potential
victims", with a mean of 1.698, was the most dominant frame. This was
followed by the "threat to political climate" frame (mean = 1.032),
and the "threat to economy" frame (mean = 0.719).
The dominance of "coverage of victims and potential victims" frame
could be expected since almost 200 casualties from 22 nations were
involved in the explosions at the nightclubs - both popular tourist
haunts. Based on Graber (1998) and Hoffman's (2002) discussions on
human-interest news, newspapers would seek to contrast the holiday
intentions of the tourists with the aftermath of the bombing. Reports
of the attacks could have also focused on victims' accounts of horror
and panic inside and outside the bars, and the acts of individual
heroism. The "threat to political climate" is the second most
dominant news frame. A possible explanation is the demands from
foreign governments on their Indonesian counterpart to intensify
crackdowns on terrorists (i.e. The Jakarta Post, "Japan turns up
pressure on Mega to fight terror", October, 2002). Additional reports
on government investigations of terrorists may have increased
dominance of the "threat to political climate" news frame. The third
most dominant frame is the "threat to economy" possibly because the
bombing had a major impact on Indonesian's tourism industry as it
occurred at the favourite tourist haunt of Bali. Bali accounts for
one-third of Indonesia's tourism earnings and the attack had not only
resulted in worries over the nation's economy but also Indonesia's
trade ties with other countries. (i.e. The Jakarta Post, "Analysts
cut GDP growth predictions after Bali terror", October, 2002). Hence,
it could be expected that other countries and foreign media would be
anxious about the economic effects of the attacks.
For the Madrid train bombing, the most dominant frame was "threat to
political climate" with a mean of 1.425. This was followed by
"coverage of perpetrators" (mean = 1.003), and "coverage of victims
and potential victims" (mean = 0.530).
The rationale for the "threat to political climate" being the most
dominant news frame could be due to the ousting of the then incumbent
Spanish government in 2004 - the most immediate consequence of the
train attacks. After the train bombing, the Spanish people were upset
with the government: first, for misleading the country into thinking
that ETA—the country's separatist group—was responsible for the
attack, and second, for believing that the government's involvement
in the Iraq war with the U.S. made Spain the target of terrorists.
Consequently, the then incumbent party lost the country's election to
Spain's Socialist Party. This change in political climate was labeled
as "bin Laden's first regime change" (The Jerusalem Post, "London
attack 'inevitable'", March, 2004). With much focus on the elections
and resultant change in ruling party, "threat to political climate"
is thus the most dominant frame of coverage. The second most dominant
frame is "coverage of perpetrators". As mentioned, the Spanish people
felt the government had deceived the people by putting the blame on
ETA initially and yet evidence subsequently pointed the finger at
Al-Qaeda instead. Thus, there was much news coverage on ETA and
Al-Qaeda as suspects for the attacks, making "coverage of
perpetrators" one of the top three dominant frames. The "coverage of
victims and potential victims" ranks third in frame-dominance for the
Madrid train bombing. Journalism practice and its criteria for
newsworthiness is a possible explanation for its prevalence. Human
interest is one of many criteria of newsworthiness because putting a
face to news descriptions draws readers' interest and concern in
events. In major events, as in the three terror attacks examined in
this study, the "coverage of victims and potential victims" would no
doubt be an important frame.
Overall, the results indicated that the "threat to political climate"
and the "coverage of victims and potential victims" were consistently
among the top three dominant frames for all three terrorist attacks.
The dominance of the "threat to political climate" frame could be
attributed to the need for government assistance and response right
after the occurrence of disasters. Since only government and related
organisations would have the means and resources for large-scale
assistance, citizens would naturally look towards them for help.
Another possible immediate response by the public would be to blame
the government for the attacks by questioning national security and
the policies of the government. Given these responses, coverage of
the attacks within the first week can be expected to be predominantly
on government relief efforts, as well as government assurances of
national security and policies.
As with journalism guidelines that human-interest news is newsworthy
and attention grabbing, most media would choose this form of soft
news as follow-up coverage after dissemination of facts on the
attack. Thus, it is a logical finding that the "coverage of victims
and potential victims" frame is one of the most prevalent news angles.
Hypothesis 1 (H1) predicted that the trade volume of a country would
be positively correlated with the "threat to economy" frame, and
hypothesis 2 (H2) predicted that the GDP per capita of a country
would be positively correlated with the "threat to economy" frame.
Results from Table 2 (see Appendix A) showed that for Sept. 11
attacks, H1 was supported (p = 0.023, B = 0.008), but not H2 (p =
0.393, B = -8.420E-06). The negative B-coefficient of GDP per capita
in H2 also meant that the smaller the GDP per capita of the country,
the more dominant the "threat to economy" frame will be. For Bali
bombing, H1 was not supported (p = 0.144, B = -0.107). In fact for
H1, trade would be negatively correlated with the dependent variable
if it was significant because of its negative B-coefficient. H2 was
not supported either (p = 0.078, B = 7.301E-05). Distance was the
only significant predictor of the news frame (p = 0.007, B =
-1.570E-04), which meant that the closer the country is to Indonesia,
the more dominant the "threat to economy" frame will be. For the
Madrid train bombing, H1 was not supported (p = 0.214, B = 0.007).
However, H2 was supported (p = 0.022, B = 6.075E-05). The proportion
of Muslim population was also a significant predictor of the
dominance of the news frame (p = 0.009, B = 0.028), which implied
that a larger proportion of Muslim population in a country would lead
to a more dominant "threat to economy" frame.
For the Sept. 11, H1 was supported, which is in line with previous
international news flow studies (i.e. Wu, 1998; 2003; Kariel and
Rosenvall, 1984) that found trade to be a primary predictor of news
coverage. An attack on the financial capital of a global economic
superpower has repercussions on international economies. It is likely
that countries with large import and export trade volumes with the
U.S. would be greatly concerned about how the attacks would affect
them, thus devoting a hefty amount of coverage to the "threat to
economy" frame.
On the other hand, H1 was not supported for Bali bombing and Madrid
train bombing. An overview of previous studies had suggested that
trade is an inconsistent factor influencing news flow (Robinson and
Sparkes, 1976). Differences in the measurement of trade could also
account for the inconsistency. A study by Chang et al. (2004), which
found a positive correlation between the size of a country's economy
and the frame "threat to economy" had used a combined index of trade,
economic development and foreign direct investment figures as a
measurement of the size of the economy. The present research however,
uses a country's import and export figures with the victim countries
as a measurement of trade, and thus a direct comparison cannot be
made with the former study.
H2 was supported for the Madrid train bombing, but not for the Sept.
11 attacks and Bali bombing. This finding is similar to conflicting
conclusions by previous researchers (Van Belle, 2000; Wu, 2003).
Although insignificant, GDP per capita's negative correlation with
the news frame for the Sept. 11 attacks could be due to China and
Indonesia's low GDP per capita data. The exclusion of U.S., with a
high GDP per capita data, from the Sept. 11 study, coupled with China
and Indonesia's low GDP per capita figures, could have decreased the
overall GDP per capita for the 12 countries dramatically, hence
leading to a negative correlation between GDP per capita and "threat
to economy" frame.
For Bali bombing, distance was a significant predictor of the "threat
to economy" news frame. This is probably because countries closer to
Indonesia, especially those in ASEAN, tend to have closer economic
ties; hence their newspapers would devote more coverage to this news
frame. Another possible reason for the results is the tendency for
Southeast Asian governments to place heavy emphasis on the economic
interests of their countries over other concerns. A terror attack on
an important trading partner would most likely trigger huge concerns
about how affected their economy would be.
For the Madrid train bombing, the proportion of Muslim population was
also a significant predictor of the dominance of "threat to economy"
news frame. An explanation for this result could be due to the
assumption that a country with a larger proportion of Muslim
population would harbour a larger number of Islamic fundamentalists
and sympathisers. The presence of such "radicals" could lead to
copycat terror attacks, which would have devastating effects on the
economy. As a result, countries with large proportions of Muslim
populations fear that foreign companies would hold such an assumption
and withdraw valuable investments, thereby affecting their economy.
Thus media coverage could be devoted to how these situations would be
a "threat to economy".
Hypothesis 3 (H3) predicted that the number of casualties would be
positively correlated with the "coverage of victims and potential
victims" frame, and hypothesis 4 (H4) predicted that distance would
be negatively correlated with the "coverage of victims and potential
victims" frame.
Results from Table 3 (see Appendix A) showed that for the Sept. 11
attacks, H3 was supported (p = 0.007, B = 0.022), but not H4 (p<0.01,
B = 4.521E-04), as results indicated that the further the country is
from the U.S., the more dominant the "coverage of victims and
potential victims" frame. Table 3 also showed that trade was
positively correlated with the dependent variable (p = 0.005, B =
0.010). Proportion of Muslim population was also a significant
predictor but the negative B-coefficient suggests that a smaller
proportion of Muslim population in the country would lead to more
dominance of the news frame for Sept. 11 attacks (p<0.01, B =
-0.076). For Bali bombing, neither H3 (p = 0.094, B = 0.014) nor H4
(p<0.01, B = 3.909E-04) were supported for the Bali bombing. In the
case of H4, distance was significant but ran in opposite direction to
the hypothesis. Table 3 also showed that trade volume was a
significant predictor (p = 0.002, B = 0.442), which meant that the
larger the trade volume, the more dominant the "coverage of victims
and potential victims" frame will be. For Madrid bombing, H3 cannot
be applied because the casualties involved did not include citizens
of the 12 other countries in this study. However, H4 was supported (p
= 0.024, B = -1.390E-04).
That H3 was supported only for the Sept. 11 attacks could be due to
the fact that while more than 3,000 people from 36 nations died in
the Sept. 11 attacks, the casualty count and nations involved in the
Bali bombing (almost 200 deaths from 22 nations) and the Madrid train
bombing (191 people from 14 nations) were comparatively lower. The
findings correspond to the research by Van Belle (2000) who found
that the number of people killed is statistically significant in
influencing coverage, and Chang et al. (1987) who concluded that U.S.
editors considered loss of lives and properties to be important determinants.
H4 was supported only for the Madrid train bombing. While distance
was a significant predictor for both Sept. 11 attacks (p<0.01, B =
4.521E-04) and Bali bombing (p<0.01, B = 3.909E-04), their positive
B-coefficient values indicated an opposite direction proposed by the
hypothesis. This seems in line with the mixed results from previous
research using distance as a determinant. Van Belle (2000), Kariel
and Rosenvall (1984), and Wu (2003) had shown that geographic
distance had an influence on news coverage although with varied
effects while other research (Hicks and Gordon, 1974; Chang et al.,
1987; Chang and Lee, 1992) showed otherwise.
Trade was a significant predictor for the "coverage of victims and
potential victims" frame for the Sept. 11 attacks and Bali bombing.
As an international financial hub, the victims who died in the World
Trade Center were predominantly office workers such as bankers,
financial analysts and businessmen. The tenants in the World Trade
Center Twin Towers were also of foreign and local mix; hence a
country that has assets in the building is most likely to have
trading ties with the U.S. A country with a larger trading volume
with the U.S. would probably have a larger number of citizens working
in the building. For example, U.K., which had a trade volume of $8.5
billion with the U.S. in 2000, also had the largest number of foreign
citizens (67) who were casualties in the attacks. In Bali's case,
Japan, Australia and Germany had large trade volume with Indonesia in
2001. The number of casualties involved from each of the three
countries was also amongst the largest. Hence this can be an
explanation as to why trade volume is positively correlated to the news frame.
Significant predictors in opposite direction of the dependent
variable for the Sept. 11 attacks also included GPD per capita and
proportion of Muslim population. The "coverage of victims and
potential victims" frame increased as the GDP per capita decreased.
Once again, the low GDP per capita figures for China and Indonesia
may have skewed the dominance of the news frame. The inconsistency of
GDP per capita on coverage may also have contributed to this result.
Victims and potential victims involved in the attacks were mainly
non-Muslims. As mentioned in previous studies, the population makeup
of the community can influence framing of news (Goshorn and Gandy,
1995; Gandy et al.,1997). Hence countries with smaller proportions of
Muslim population would see the relevance in devoting coverage to the
news frame because of race, religion or cultural affinity.
Hypothesis 5 (H5) predicted that the proportion of Muslim population
in the country would be positively correlated with the "coverage of
perpetrators" frame.
As seen from Table 4 (see Appendix A), for the Sept. 11 attacks, H5
was not supported (p = 0.398, B = -0.003.) It was also not supported
for Bali bombing (p = 0.365, B = 0.007), and Madrid train bombing (p
= 0.254, B = -0.016). For the latter, a negative B-coefficient,
similar to the results of Sept. 11 attacks indicated that a smaller
the proportion of Muslim population in a country would lead to more
dominant use of "coverage of perpetrators" frame.
As H5 was not supported across all three terrorist attacks, the
proportion of Muslim population has no significant influence on the
"coverage of perpetrators" frame at all in this study. In addition to
its insignificance, the direction of the proportion of Muslim
population variable for Sept. 11 attacks (B = -0.003) and the Madrid
train bombing (B = -0.016) go against the hypothesis. One reason for
this is that the attacks took place in U.S. and Spain respectively
where the proportion of Muslim population is small, as compared to
Indonesia. For the Bali bombing, countries with a predominantly
Muslim population (e.g. Malaysia) may be more concerned with how the
Indonesian government was conducting investigations against people of
the same "religion" as them. However for the Sept. 11 attacks and
Madrid train bombing, countries with smaller proportions of Muslim
population may not be so concerned about offending the minorities and
would devote more to the "coverage of perpetrators" frame.
Hypothesis 6 (H6) predicted that the number of terror attacks would
be positively correlated with the "call for aggressive action against
terrorists" frame.
From Table 5 (see Appendix A), H6 was not supported for the Sept. 11
attacks (p = 0.441, B = 0.001). For the Bali bombing, the hypothesis
was supported (p = 0.012, B = 7.358E-04). Lastly, H6 was not
supported for the Madrid train bombing (p = 0.024, B = -0.002), and
the negative B-coefficient meant that the lower the number of terror
attacks that has occurred in the country, the more dominant the "call
for aggressive action against the terrorists" frame will be. For
Madrid, other factors were significant predictors of frame dominance.
Trade was significant and ran in the opposite direction of the news
frame (p = 0.024, B = -0.004), suggesting that a smaller trade volume
would lead to greater dominance of the dependent variable. The
results of distance (p = 0.032, B= -1.390E-05) showed that the closer
the country is to Spain, the more dominant the "call for aggressive
action against terrorist" frame will be.
That H6 is only supported for Bali bombing event and not the other
events is in line with the study by Chang and Chang (2003), which
found that terrorism experience is not a significant indicator of
editorial coverage. For the Sept. 11 attacks, given the scale of the
attacks in terms of number of victims and impact to global economy,
it is possible that demands or suggestions for military responses
might be considered premature in the first week after the attacks.
During this period, newspapers would be more concerned about the
casualties, economic impact, or rescue work. Moreover, the Sept. 11
attacks can be considered the watershed of global terrorism, being
the most major terror attack on the world's most powerful nation. It
is after Sept. 11 that nations become more wary of terrorism, both
globally and within their countries. Thus, the first week after Sept.
11 may have been too early for nations to issue calls for aggressive
action. However, Bali bombing occurred about a year after the Sept.
11 attacks. Reactions were stronger as the world had been exposed to
increasing coverage of radical terrorist groups and consequences of
their actions. This has led to increasing awareness of terror attacks
in their own countries and thus, increasing the demands, suggestions
or requests for punitive, military actions as suggested from the
hypothesis, H6.
Results for the Madrid train bombing are significantly different from
the other two events. Trade, number of terror attacks, and distance
are significant in predicting the dominance of the frame; however,
they are negatively correlated to the dependent variable. It is
possible that countries that engage in trade with Spain are less
likely to call for aggression, which would have negative
repercussions on trade itself. Trade with Spain could be more stable
if the country does not engage in warfare.
In terms of terror attacks, U.K., Israel and Germany had the highest
number of such attacks. These same three countries also had a higher
amount of coverage for the Madrid train bombing as compared to other
countries. It is possible that such countries which have had more
experience in dealing with terror attacks would have less media
coverage on the "call for aggressive action against terrorists" frame
because fighting terrorism has long been a national concern to them.
The Madrid train bombing by itself, would not trigger media coverage
on action against terrorism because the media has been desensitised
by the frequency of terror attacks. It is also possible that such
countries, which have had many terror attacks in the past, have
realised that aggressive action against suspected perpetrators was
not an effective method to combat terrorism.
Finally, distance was negatively correlated with the dependent
variable. This might be linked to the fact that immediately after the
attacks, the Spanish government accused the ETA of masterminding the
attacks. Countries geographically closer to Spain could thus feel
more threatened by the ETA than countries further away, and thus call
for aggressive action to suppress the group.
Across the three events for all 6 hypotheses, the R2 values are very
small, with most values ranging from 0.024 to 0.191. Thus significant
factors, when examined individually, can only predict the dominance
of the frame to a very small extent. For H3 and H4 though, the Bali
bombing had a relatively large R2 value of 0.299. This means that
these independent variables contribute to nearly a third of the
dominance of the frame. However, given the small B-values of the
individual factors, once again they only predict the dominance of the
frame to a small extent.
Overall, these small R2 values suggest that there are many other
independent variables not examined in this current study, which could
have contributed to the dominance of the news frames. Such factors
could include tourism, press and political freedom of a country,
number of diplomats, eliteness of nations and the use of news sources.
Conclusion
The major contribution of this study is the linking of two theories
– international news flow and framing analysis, and the comparison of
how the they affect three seemingly similar terrorist attacks. The
results of the current study have shown that three attacks were
different in terms of its dominant frames and the predictability of
factors affecting coverage.
"Threat to political climate" and "coverage of victims and potential
victims" were always among the top three frames used in all three
events. Given the heavy responsibility of governments in responding
to these crises and reassuring the public, it would be expected that
the "threat to political climate" frame would be dominant. Research
on what is newsworthy has also shown that stories with a
human-interest angle allow readers to relate better to the event,
hence it is also understandable why "coverage of victims and
potential victims" is among the most dominant frames.
In terms of H1 which links trade to the "threat to economy" frame,
the hypothesis was only supported for the Sept. 11 attacks. Previous
studies that use trade or economy as predictors of coverage had
offered varying results, possibly due to the differences in the
measurement of trade in various studies. As for H2 which predicts
that GDP per capita would be positively correlated to the "threat to
economy" news frame, it was only supported for the Madrid train
bombing. Once again, studies that used GDP per capita as a predictor
of news coverage had given conflicting results. China and Indonesia's
low GDP per capita could also have affected the overall GDP per
capita, resulting in a negative correlation between independent and
dependent variables for Sept. 11.
H3, which links casualty rates to the frame "coverage of victims and
potential victims" is only supported for the Sept. 11 attacks. The
number of nations which suffered casualties in the other two terror
attacks (Bali: 202 from 22 nations, Madrid: 191 from 14 nations) were
comparatively lower than for the Sept. 11 attacks (more than 3,000
from 36 nations). This is in line with Van Belle's (2002) research on
the significance of casualty rates, and could account for why H3 was
supported for the Sept. 11 attacks but not the Bali or Madrid train bombing.
As for H4 which predicted distance as a determinant of the frame
"coverage of victims and potential victims", it is only supported for
the Madrid train bombing. Based on previous research, it has been
shown that even when geographic distance affects coverage, the effect
varies and its influence could be minimal. Van Belle (2000) found
that distance's effect is generalisable, Kariel and Rosenvall (1984)
found that geographic distance accounted for only a small proportion
of explained variance, while Wu (2003) found this factor to be
significant, although only in developing countries.
For H5, which links the proportion of Muslim population to the
"coverage of perpetrators" frame, the hypothesis is not supported
across all events. This could be due to differences in what the media
in each country see as relevant news. For example, countries with
predominantly Muslim population may be more concerned with how the
Indonesian government was conducting investigations against
perpetrators who claim to be of the same religion. On the other hand,
countries with smaller proportion of Muslim population may not be so
concerned with offending their minorities by reporting more on
perpetrators for the Sept. 11 and Madrid train bombing.
Lastly, H6 which ties the number of terror attacks to the "call for
aggressive action against terrorists" frame is only supported for the
Bali bombing. The lack of support for the other two events is in line
with Chang and Chang's (2003) findings that terrorism experience is
not a significant factor.
Based on past knowledge and literature review, a research
incorporating the theories of international news flow and framing
analysis with a cross-national media coverage of three separate
terror attacks for a week is unprecedented. Some hypotheses proposed
have been supported for certain events, illustrating how the two
theories relate to each other empirically. It has thus achieved the
goal of the study – of investigating how factors of international
news flow might affect not merely the amount of foreign media
coverage, but the framing of events in the foreign media as well.
The current study analysed only how two aspects of news output relate
to each other. That no hypothesis was supported across all three
events is probably due to the many other aspects which influence the
eventual news output (such as sourcing patterns, journalists'
backgrounds, political orientations of newspapers, etc), but were not
investigated in the study. A challenge for future studies will be to
integrate all possible aspects of influence on news output, and find
out how they interact with one another to influence how foreign
events are eventually covered
Overall, despite the lack of a shared hypothesis supported across all
three events, the present study has nonetheless offered some insight
into improving the understanding of the complexity of international
news flow communication, framing research, and their relationships
Limitations and recommendations
Apart from time and budget constraints, this study is limited by a
number of other constraints. First, the results and discussion of
this study can only be generalised to the 13 newspapers and the time
frame of one week after the attacks. The inclusion of more newspapers
and a longer time period might offer more news angles and a different
set of dominant frames.
There is also the dilemma of breadth versus depth - using a larger
number of newspapers with fewer articles from each newspaper or using
fewer newspapers but with more articles from each. The current study
could be improved by exploring the option of depth for a more
comprehensive study on international news coverage.
The inconsistent finding of the study is also due the lack of
consistent coverage of the three events for all newspapers. This is
especially so for the Madrid train bombing in which the following
newspapers had no coverage of the event: The New Straits Times, China
Daily, The Bangkok Post, and The Daily Yomiuri. Even among newspapers
that covered these events, some provided only scant or minimal
coverage, thus resulting in examination of a mere couple of articles
as representations of the newspapers' coverage.
Another limitation is the use of interpreters during coding. During
verbal translation, some meaning of the articles may be lost, and
thus affecting the coding process. Although the hired interpreters
were highly proficient in Spanish and German, they were not natives
of the country, hence they may not have the full contextual
understanding of the Spanish and German articles. A recommendation
for overcoming this limitation is to engage natives of foreign
countries as coders (Peter and Lauf, 2002).
A recommendation for further research is to examine coverage of
terror attacks more similar in nature. That is, a comparative study
of terror bombing on tourist spots or a comparison of terrorist
attacks on financial hubs in different regions.
As shown from the small R2 values, the six independent variables
that were chosen in the study accounted for only a small percentage
of the dominance of the frame. More factors, such as tourism figures
and the political orientations of newspapers, can be included for
further research.
Finally, this study can also be improved if there was a comprehensive
list of the number of people injured in each terrorist attack. By
adding the number of injured to the casualty rate, it could have
painted a more accurate picture of number of victims of the terror attacks.
APPENDIX A
Table 1
Summary of Frequency Tests for News Frames
RQ1: What is the dominant news frame in the articles on the three
terror attacks?
Variable
Sept.11 attacks
Bali bombing
Madrid train bombing
Threat to economy
1.322 (1)
0.719 (3)
0.285
Threat to political climate
0.828 (3)
1.032 (2)
1.425 (1)
Threat to religious or racial harmony
0.141
0.066
0.160
Coverage of victims and potential victims
0.959 (2)
1.698 (1)
0.530 (3)
Coverage of perpetrators
0.492
0.546
1.003 (2)
Show of sympathy or empathy
0.259
0.206
0.240
Call for aggressive action against terrorists
0.233
0.005
0.023
Call for non-aggressive or undecided action against terrorists
0.273
0.087
0.192
International aid to victim countries
0.068
0.206
0.056
Aid within victim countries
0.212
0.038
0.096
Others
0.417
0.380
0.275
N.A.
0.378
0.515
0.517
Note. Numbers within brackets indicate ranking order of dominance.
For example, (1) means the most dominant frame, and (2) means the
second most dominant frame.
Table 2
Summary of Multivariate Regression Analysis for Independent Variables
Predicting Dominance of "Threat to Economy" Frame (N=312)
H1: The larger the trade volume, the more dominant the frame "threat
to economy" will be.
H2: The higher the GDP per capita of the country, the more dominant
the frame "threat to economy" will be.
Event
Independent variable
_
_
Standard error
p
R2
Sept.11 Attacks
(N = 185)
Trade
0.008
0.567
0.004
0.023
0.185
GDP
-8.420E-06
-0.029
*
0.393
Terror attacks
0.010
0.120
0.014
0.237
Distance
2.928E-05
0.067
*
0.402
Casualties
0.005
0.066
0.009
0.302
Muslim pro.
0.020
0.162
0.015
0.089
Bali Bombing
(N = 83)
Trade
-0.107
-0.205
0.099
0.144
0.182
GDP
7.301E-05
0.306
0.011
0.078
Terror attacks
-0.005
-0.068
0.011
0.335
Distance
-1.570E-04
-0.460
*
0.007
Casualties
-0.011
-0.262
0.007
0.065
Muslim pro.
0.003
0.026
0.025
0.446
Madrid Train Bombing
(N = 44)
Trade
0.007
0.177
*
0.214
0.146
GDP
6.075E-05
0.652
*
0.022
Terror attacks
0.004
0.156
0.005
0.233
Distance
2.173E-05
0.155
*
0.277
Casualties
-
-
-
-
Muslim pro.
0.028
0.681
0.011
0.009
Note. *value <0.001
Table 3
Summary of Multivariate Regression Analysis for Independent Variables
Predicting Dominance of "Coverage of Victims and Potential Victims"
Frame (N=312)
H3: The higher the casualty rate, the more dominant the frame
"coverage of victims and potential victims" will be.
H4: The closer the country is to the victim country, the more
dominant the frame "coverage of victims and potential victims" will be.
Event
Independent variable
_
_
Standard error
p
R2
Sept.11 Attacks
(N = 185)
Trade
0.010
0.741
0.004
0.005
0.191
GDP
-1.180E-04
-0.425
*
0.000
Terror attacks
0.013
0.163
0.013
0.165
Distance
4.521E-04
1.076
*
0.000
Casualties
0.022
0.315
0.009
0.007
Muslim pro.
-0.076
-0.632
0.014
0.000
Bali Bombing
(N = 83)
Trade
0.442
0.531
0.147
0.002
0.299
GDP
-6.060E-05
-0.158
*
0.212
Terror attacks
-0.020
-0.190
0.016
0.099
Distance
3.909E-04
0.716
*
0.000
Casualties
0.014
0.211
0.011
0.094
Muslim pro.
0.011
0.053
0.037
0.382
Madrid Train Bombing
(N = 44)
Trade
-0.024
-0.314
0.021
0.086
0.106
GDP
-6.450E-05
-0.379
*
0.122
Terror attacks
-0.011
-0.247
0.009
0.130
Distance
-1.390E-04
-0.542
*
0.024
Casualties
-
-
-
-
Muslim pro.
-0.017
-0.227
0.021
0.214
Note. *value _ 0.001
Table 4
Summary of Multivariate Regression Analysis for Independent Variables
Predicting Dominance of "Coverage of perpetrators" Frame (N=312)
H5: The higher the proportion of Muslim population in the country,
the more dominant the "coverage of perpetrators" frame will be.
Event
Independent variable
_
_
Standard error
p
R2
Sept.11 Attacks
(N = 185)
Trade
0.003
0.257
0.003
0.201
0.036
GDP
-2.520E-06
-0.012
*
0.460
Terror attacks
0.004
0.065
0.011
0.362
Distance
2.151E-05
0.066
*
0.411
Casualties
0.004
0.067
0.008
0.313
Muslim pro.
-0.003
-0.034
0.012
0.398
Bali Bombing
(N = 83)
Trade
-0.117
-0.318
0.076
0.065
0.040
GDP
5.920E-05
0.351
*
0.066
Terror attacks
0.005
0.100
0.008
0.281
Distance
-4.910E-05
-0.204
*
0.150
Casualties
-6.580E-04
-0.022
0.006
0.454
Muslim pro.
0.007
0.072
0.019
0.365
Madrid Train Bombing
(N = 44)
Trade
-0.022
-0.258
0.019
0.129
0.107
GDP
7.791E-06
0.040
*
0.450
Terror attacks
-0.009
-0.173
0.011
0.213
Distance
-1.750E-05
-0.060
*
0.411
Casualties
-
-
-
-
Muslim pro.
-0.016
-0.189
0.024
0.254
Note. *value _ 0.001
Table 5
Summary of Multivariate Regression Analysis for Independent Variables
Predicting Dominance of "Call for aggressive action against
terrorists" Frame (N=312)
H6: The larger the number of terror attacks that has occurred in the
country, the more dominant the frame "call for aggressive action
against terrorists".
Event
Independent variable
_
_
Standard error
p
R2
Sept.11 Attacks
(N = 185)
Trade
9.024E-04
0.147
0.002
0.316
0.024
GDP
7.932E-06
0.062
*
0.298
Terror attacks
0.001
0.027
0.007
0.441
Distance
1.278E-05
0.066
*
0.412
Casualties
0.004
0.112
0.005
0.210
Muslim pro.
0.002
0.030
0.007
0.412
Bali Bombing
(N = 83)
Trade
0.001
0.090
0.003
0.325
0.120
GDP
-5.920E-07
-0.085
*
0.351
Terror attacks
7.358E-04
0.378
*
0.012
Distance
-1.680E-07
-0.017
*
0.464
Casualties
4.907E-05
0.039
*
0.413
Muslim pro.
-4.370E-05
-0.011
0.001
0.477
Madrid Train Bombing
(N = 44)
Trade
-0.004
-0.450
0.002
0.024
0.149
GDP
-9.170E-06
-0.493
*
0.061
Terror attacks
-0.002
-0.432
0.001
0.024
Distance
-1.390E-05
-0.495
*
0.032
Casualties
-
-
-
-
Muslim pro.
-0.003
-0.392
0.002
0.082
Note. *value _ 0.001
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[1] Set up in 1999, Factiva®, a Dow Jones & Reuters Company, has a
database of nearly 9,000 sources from 152 countries in 22 languages.
Factiva® was used instead of Lexis-Nexis as it was able to produce
search results for all newspapers in our study, unlike Lexis-Nexis.
The latter was unable to produce results for Sydney Morning Herald
and El Pais.