Blog post
September 23, 2019

Overcoming The Data-Anxiety Wave

Greater Privacy Concerns

It is only a little over a year since the Facebook Cambridge Analytica data scandal erupted on the news but it has caused a major perception shift among internet users. Even those who were apathetic about social media usage are made more aware of its privacy infringing properties. Many have expressed being more cautious of their data footprint and declared on the increased value they have placed on privacy.

Yet, Higher Engagement on Social Media?

However, according to The Guardian, the number of daily active users has shot up across all social media platforms with average revenue per user being 19% in 2018, and overall revenue for the last quarter of 2018 is 30.4% more on the same quarter in 2017. This then brings into question the privacy paradox: why are people more engaged than before on social media despite being made more aware of its potentially unscrupulous terms and conditions as seen from countless data leak reports?

The Data-Anxiety Wave

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While looking at the types of data leaks and social chatter that centers around data and privacy concerns could lead us to understand the causal relationship between the two, it would be more insightful to examine the way the narratives of the leaks have influenced internet users’ impression of data-driven behemoths like Facebook, Google and Apple. For instance, the only derivation from the types of data leaks such as the infamous Cambridge Analytica data scandal and the more recent WhatsApp security breach would be the increased in awareness of such cases that are occurring due to the prevalent use of social media. This would then put tech giants’ privacy terms under scrutiny as they are conduits to which data are channelled and distributed to businesses at a profit.

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The increase in data leak reports has pushed data security watchdogs to be on their toes leading to more cover stories divulging data-exploiting activities. These essentially generate a hotbed for chatter on the technology that allows for data mining to occur. As seen in the buzz clusters, keywords for “Data” and “Privacy” generated similar topics of conversations where online users remain concerned about how their data have been misused through smart phones, along with the operating soft wares and services that run on it for two consecutive months.


The Law of Supply and Demand

This is of no surprise once we delve deeper into the narratives that instigated the data-anxiety wave where privacy is fetishized. News headlines as illustrated the figure below, consistently featured tech giants’ surreptitious tendencies to harvest data, focusing on their instrumental role in disseminating the data collected to companies and, even the government. The underlying message that may have been missed is the market forces responsible for such behaviour. Tech giants are merely the middle man, supplying a type of good – personal data – to interested buyers. The buyers are almost always spared from antagonistic journalism and eventually overlooked as allies to the process of data exploitation.

Unmasking the Illusory Nature of Data-Anxiety Wave

Pinning the privacy paradox onto cognitive dissonance experienced by online users as they are unable to connect data-harvesting intermediaries to their end consumers, could explain the rise in social media engagement despite the prevalence of data leak cases as observed by the study reported by The Guardian. This is good news for businesses who have been partnering with data-mining companies as it buys them time to reassess their marketing strategies, focusing on gaining the consumers’ trust. If internet users remain willing to share their personal details in exchange for customized content on their dashboards, it is up to businesses to retain such consent by focusing on integrity in their operations through contractual transparency. They ought to work towards unmasking the illusory nature of the data-anxiety wave brought about by negligence on the tech giants’ part by taking the lead in revealing the true benefits of data sharing – a more efficient market where research has been conducted through the provision of personal data.

Instead of endlessly promoting privacy, maybe it is time we address the elephant in the room and embrace it: data and its prime influence in the digital age.   

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The Australian public’s reaction to government reforms and leaders was especially eventful. Debates about campus safety by the Royal Commission, a tax deal between Labor and the Greens unsettling the finance and property sectors, and a speech on “monoculture” by Pauline Hanson shifting opinion polls in an unexpected way; were three complex stories that saw audiences taking different sides, leading to many perspectives and angles.

We used Isentia's Lumina to track the different viewpoints, key people, and stories with the largest volume and audience. Over four weeks (22 June to 17 July), we found 62 unique perspectives and nearly 900 media items across these three stories.

Key Stories, Key Drivers

Here’s a quick overview:

The Royal Commission on campus anti-semitism

The Royal Commission on Antisemitism and Social Cohesion’s hearings on university campuses was the biggest story by far. In less than a week, it drew 33 perspectives and 453 media items, reaching over 628k audiences. The story’s size came from the many institutions involved—student groups, representative bodies, and the federal government—each offering their own view on the same testimony.

Pro-Palestinian advocacy groups had the widest reach, making up about a third of all coverage. Spokespeople like Yasmine Johnson from Students for Palestine and Nasser Mashni from the Australia Palestine Advocacy Network told the commission their campus protests are a legitimate justice movement. They also raised concerns that criticism of government policy is being confused with antisemitism, which they say limits open debate.

Jewish student and staff groups also received significant coverage, making up about a fifth of the total. The Australian Union of Jewish Students described campuses where some students feel hesitant to attend and highlighted gaps in how universities handle complaints and support those affected. Most of this coverage came from wire services and was widely shared across news outlets like The Australian or the Midwest Times.

The federal government provided a third perspective, with similar coverage. Education Minister Jason Clare said universities had been slow to act and announced plans to tighten governance standards. This includes clearer anti-racism policies covering both antisemitism and Islamophobia. Reports also noted that TEQSA, the regulator, warned universities about outside groups joining campus protests, and the government’s antisemitism envoy suggested universities could face funding cuts if they do not do enough.

The Labor-Greens Tax Deal

The second-biggest story was more focused but still managed to stir strong reactions. Labor’s deal with the Greens to close a borrowing loophole for self-managed super funds, in return for Greens support on capital gains tax and negative gearing changes, led to 22 perspectives and 232 media items, reaching nearly 177k audiences.

The government, supported by the Greens, presented the deal simply — it closed a loophole that allowed wealthy investors to use their super funds to compete with first-home buyers at auctions. Treasurer Jim Chalmers cited a 2014 recommendation to support the change, and Greens treasury spokesman Nick McKim called it a win against "wealthy property investors."

The Greens, however, took a tougher stance and received similar coverage for saying the deal was only a partial win. They argued that allowing existing arrangements to continue would let Labour protect wealthy investors rather than renters, and said the housing crisis would now be "squarely of Labor's design." This shows that support from a governing partner does not always mean they are satisfied, as Country News highlighted.

Finance and business groups pushed back with nearly as much coverage. The Self-Managed Super Fund Association and the Australian Finance Industry Association said the borrowing rules did not pose a systemic risk and argued that regulators should focus on "aggressive marketing" and property spruiking, not legitimate investors. The Australian Chamber of Commerce and Industry warned that the wider capital gains tax changes could hurt business investment. ABC News gave the most detailed account of this perspective, noting the sector was "surprised" by how the deal was made.

Pauline Hanson’s monoculture speech

This story had the fewest perspectives (just seven) but still reached nearly 236k people through 210 media items. That’s a bigger audience than the tax story, which had three times as many viewpoints.

The story began when Pauline Hanson used a National Press Club speech to argue that Australia should replace multiculturalism with a single "monoculture." She cited Paul Hogan and the Socceroos as examples. The backlash was quick and unexpected and Hogan himself called her a "pelican" and said her views were racist. His response ended up shaping the story more than her monoculture speech.

What makes this story notable is what happened afterward. Two polls, Newspoll and Redbridge, showed One Nation’s primary vote dropping by about two points (Dairy News Australia) and Hanson’s personal approval falling ten points into negative territory. Labor regained a narrow lead and Labor minister Murray Watt quickly described the numbers as a "reality check,". This framing spread almost as widely as the original speech, as the Bendigo Advertiser reported.

The speech and the poll results are really one story seen from three sides — Hanson’s message, her critics’ reactions, and Labor’s use of the polling. Each angle received similar coverage, showing that the speech missed its mark and gave the government a useful talking point.

How does this inform PR & Comms Strategy?

First, the number of perspectives in a story is important. A story with many viewpoints, like the antisemitism hearings, needs a different monitoring approach than one with just a few, because the loudest voices might not always be the most important.

Second, pay attention when several perspectives are about the same size, as in the tax deal. If no single viewpoint stands out, the issue is likely still being debated. It’s a good idea to check back after some time instead of treating the first coverage as the final answer.

Third, compare any polarising message to the Hanson example before recommending it to a client. The numbers show that a divisive message can get attention but still turn public opinion against the speaker.

Conclusion

What links these stories is how much is lost when they are reduced to just two sides. The antisemitism hearings, the tax deal, and Hanson’s polling drop were all more complex than their main headlines suggested.

That’s why it’s valuable to track a story by its different perspectives and key drivers. See what Lumina can reveal for your industry or clients, and check out more analysis like this on the Isentia blog


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Blog
Who really shaped Australia’s latest social cohesion debates?

See how Isentia’s Lumina tracked 62 perspectives across 3 major Australian stories, revealing how media coverage really spreads and who ends up controlling the narrative.

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There is a new frontier where public perception is shaped: Large Language Models. Right now, LLMs are answering critical questions about your organisation. What are they saying? And more importantly, which sources are shaping those answers?

To navigate this landscape, public relations professionals don't need generic tools, but rather technology that speaks their language, and addresses the realities of a changed media and informational landscape.

That is why we're unveiling Lumina AI View, the latest addition to our intelligent suite of AI tools from Isentia. Trained specifically on the workflows and challenges of modern PR & communications, Lumina AI View helps you understand exactly what AI knows about you, and how it learned it.

A new standard for AI visibility

AI View tracks your citation strength and source quality alongside those of your competitors, giving you a clear view of where you hold authority and where you have gaps.

Lumina AI View maps your AI reputation from the ground up, allowing you to:

  • See which sources matter: When tools such as ChatGPT or Gemini discuss your organisation, which outlets do they cite? Track your source footprint over time and view the impact of key target media on how you’re discussed. We measure your citation strength and source quality alongside those of competitors, giving you a clear view of where you have authority and where you have gaps.
  • Gain industry-specific insight: Your competitors get cited from Financial Times and Bloomberg. You get cited on Reddit. Each brings opportunity – and risk. Discover how you measure up against industry standards, and target the sources that actually influence how AI represents you.
  • Catch narrative shifts early: AI responses change when new sources appear, sentiment shifts, or old controversies resurface. Get alerts when citation patterns change suddenly, before they impact the way you’re perceived by stakeholders.

Measure your progress: From media monitoring to full media intelligence

Lumina AI View is built on the principle that insights get stronger with repeated measurement. To help you maintain a clear view of your reputation, our proprietary scoring system provides regular updates that show you:

  • Evolving trends in how sources cite your organisation
  • Competitive standing and benchmark metrics
  • Where models differ in information presented, and sources cited 

Whether you run it weekly, on-demand, or whenever you need a check-in, patterns will emerge, trends will become clear, and you will build a baseline that makes any sudden narrative changes both comprehensible and the prerequisite to action.

Lumina AI View is part of Lumina AI, a comprehensive suite of AI tools built specifically for communicators. Our Lumina suite evolves traditional media monitoring into narrative intelligence, enabling you to truly understand how perceptions form, evolve, and impact your reputation.


Get in touch to register your interest and see what Lumina AI View can do for you.

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Blog
Introducing Lumina AI View: AI Visibility Built for PR & Comms

Lumina AI View, the latest in Isentia’s AI suite, is trained on PR & comms workflows to help you understand what AI knows about you — and how it learned it.

Ready to get started?

Get in touch or request a demo.