Blog on Text Analytics - Provalis Research 2024年11月27日
Fox News on Coronavirus: A Change in Tone but Still Blaming the Media and the Democrats!
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本文通过对福克斯新闻、CNN、MSNBC等五家美国主要电视网络在2020年1月1日至3月14日期间关于新冠疫情的报道进行定量分析,发现福克斯新闻在报道中频繁提及‘媒体’、‘民主党’等关键词,并将其描绘成制造恐慌或夸大疫情威胁的势力。此外,福克斯新闻还率先使用‘中国病毒’一词,并将其与流感死亡率进行对比,试图淡化疫情的严重性。随着疫情的发展,福克斯新闻的报道语气有所转变,但其对媒体和民主党的批判并未停止。研究结果表明,福克斯新闻的报道存在明显的偏见,其对疫情的解读与其他主流媒体存在差异。

🦠 **关键词分析:**研究使用定量分析软件分析了五家主流媒体的新闻报道文本,发现‘媒体’、‘民主党’、‘中国’等关键词在福克斯新闻的疫情报道中出现频率显著高于其他媒体,暗示了其报道的倾向性。

📺 **报道策略:**福克斯新闻在疫情初期将媒体和民主党描绘成制造恐慌和夸大疫情威胁的势力,并通过与流感死亡率对比,试图淡化疫情的严重性。

🇨🇳 **‘中国病毒’的使用:**福克斯新闻率先使用‘中国病毒’一词,这一用语随后也引发了其他媒体和公众的批评。

🔄 **报道转变:**随着疫情的发展,福克斯新闻的报道语气有所转变,但其对媒体和民主党的批判并未停止,反而将其描述为试图利用疫情攻击总统的势力。

📊 **数据对比:**研究通过对比不同媒体的关键词使用频率和报道内容,揭示了福克斯新闻在疫情报道中存在的偏见和差异。

The media and the Democrats have never been popular with Fox News which many would argue is a large part of its appeal. Even with a global pandemic threatening the country not much has changed.

Of course, this is something the mainstream media writes about and comments on with regularity. Lee Moran from Huffington Post writes,Sean Hannity Uses Deadly Coronavirus Outbreak To Spew Hate At Democrats, Media,” Oliver Darcy of CNN Business writes, Fox News hosts accuse Democrats and journalists of ‘weaponizing’ coronavirus to attack Trump,” Courtney Hagle from Media Matters writes, Fox News handles coronavirus by pivoting to what it knows: Attacking Democrats and the media.”

Now we know, in this polarized world, many people, will see these articles as biased and coming from fake news, drive-by-media or one of the many other labels commentators and the public place on Fox news critics. We tried to take an objective look at this issue by using qualitative analysis software QDA Miner and text mining software WordStat to analyze COVID 19 coverage of Fox News and compare it to several major networks. Here is a brief overview of the method we used.

Using LexisNexis, we harvested news broadcast transcripts from five major American TV networks (CNN, Fox, MSNBC, ABC, NBC) from January 1, 2020 to March 14, 2020. We limited our analysis to paragraphs within these transcripts that included the words ‘coronavirus’ or ‘Covid19’, a task facilitated by QDA Miner’s text retrieval and annotation tools. Importing into Wordstat allows for the extraction of most common phrases and most frequent words, along with their distribution across time or networks. We also employed correspondence analysis and the deviation table feature of WordStat to compare and contrast words and phrases from the different networks. We also used the key-word-in-context feature to ensure we were getting the right meaning of a word or phrase within an interview or report. But first, we extracted the 300 most frequent words, after removing names of media anchors, journalists, commentators and guests, as well as words that were part of the show’s name (e.g. “news”, “morning”, “evening”). A correspondence analysis was then performed to identify words specific to different media. The plot of the first and third axes (see Figure 1) clearly shows that among all those words, “media”, “democrats”, “democratic” characterized more than any other words the treatment of the coronavirus by Fox News. Biden and Sanders names are also associated more often with references to the coronavirus, yet part of it may be explained by the coverage of these Democrat candidates position on this issue and the Democratic primary race. The word “Chinese” also seems to be specific to Fox news. We will see why a little bit later.

Figure 1 Correspondence analysis of 300 words by network (axis 1 and 3)

We then created a deviation table to identify the 15 words that are the most and the least characteristic of the coverage of coronavirus by those same media (see table 1). This table confirms the frequent references to media and to democrats in the coverage of the coronavirus by Fox News. The words “Chinese” and “China” also show up as characteristic to Fox News. It is also worth mentioning that the table also clearly shows that MSNBC coverage of this topic focused on Donald Trump’s administration response to the virus.

Table 1. Deviation table of the 15 most and least characteristic words associated with references to coronavirus by network

Figure 2 and Figure 3 show how often the words “democrat” and “media” are mentioned in paragraphs about COVID 19. We used term’s rate per 10,000 words rather than raw frequencies to compensate for difference in the number of news from different sources. These graphics shows the word “media” is two-to-three times more likely to be mentioned on Fox in connection with the Coronavirus, while the word “Democrats” is at least twice as likely.

Figure 2. Use of the word “democrat” with coronavirus by network (rate per 10,000 words)

Figure 3 Use of the word “media” with the word coronavirus by network (rate per 10,000 words)

When we look at the instances where those words appear we note that in January and February, Fox News network, and many of its hosts, blamed the media and the Democrats (often allegedly seen to be working together) for creating panic or exaggerating the threat of the coronavirus.

“All right, so the media mob, Democrats are weaponizing, politicizing the coronavirus outbreak. But will it come back to bite them?”

“President Trump firing back at Democrats in the media for trying to stoke this mass panic over the coronavirus.”

Fox often drew comparisons with the Flu virus and death rates creating the impression or obfuscating which was more dangerous.

“Right now, more than 9,600 people are infected; 213 have died and for context, the flu, which is very active in the United States is a much bigger threat than coronavirus. Each year in the U.S., the flu kills anywhere from 12,000 to 61,000 people.”

For the record, the flu kills about .01 of people infected. Coronavirus statistics vary to date and death rate maybe up to 3% but even at 1% it would be ten times more deadly than the flu.

Also, a term used almost exclusively by Fox then and now is “Chinese Coronavirus” (see Figure 4). Journalists from the New York Times and CNN, among others, criticized President Trump in the last few days for the use of this term. It appears this specific way of referencing the coronavirus comes from the Fox News coverage. The first use of this term by Fox News appears on January 22nd and was used constantly over time since then. To be fair, CNN often referred to the Wuhan Coronavirus. They made use of this term 146 times, essentially between January 20 and February 12, when a vast majority of the infected cases were in the Wuhan region. It was mentioned only once since then on March 11 by Chris Cuomo with quotes, to criticize Trump and Republicans, and more specifically Kevin McCarthy’s characterization of the virus as “foreign”.

Figure 4. Use of the expressions “Chinese Coronavirus” and “Wuhan Coronavirus” by network

The Fox news commentary started to change in the last two weeks. The tone at Fox and the gravity with which it took the virus became markedly different. Of course, the “media mob,” mainstream media, their partners and the Democrats, are still the enemy. But if you listen to Fox, the media and the Democrats have changed their tactics from creating panic to working to “bludgeon” the President and “politicizing” the situation (see Figure 5):

“not only the Democrats trying to use the coronavirus against President Trump. The mainstream media is digging in.You won’t believe what they have said in the past 24 hours.”

“Up next, Democrats and the media bash President Trump’s Oval Office address on the Coronavirus.”

“the media and the Democrats’ activities over the last few weeks have been absolutely grotesque, disgusting, and horrendous.”

“the mob and the media, Democrats, what do they do? They want to use a deadly virus as a political weapon against the President, seemingly rooting for this to be, quote, “Trump’s Katrina.”

 

Figure 5. Use of “Media Mob” and “Politicizing” idioms by Fox News over time

As recently as March 16, President Trump said the situation might last into July or August. The situation is changing every day, but on Fox at least, the usual targets remain the same. This is clearly not something that has escaped the mainstream media and from our analysis they have a point.

 

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福克斯新闻 新冠疫情 媒体偏见 定量分析 政治化
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