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Positive emotion drives disinformation ads on Facebook

The most-clicked ads had a clear recipe made up of four ingredients. They were short, used familiar and informal language, and had big ad buys keeping them up for long enough to reach more people. In a bit of a surprise, the most engaging ads were also full of positive feelings, encouraging people to feel good about their own groups rather than bad about other people.

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Before and after the 2016 U.S. presidential election, Russia’s Internet Research Agency purchased tens of thousands of Facebook ads in an effort to stoke division among Americans. Their effect on the election is hard to quantify. But their reach is undeniable.

“Tens of millions of people were exposed to these ads. So we wanted to understand what made these disinformation ads engaging and what made people click and share them,” said Juliana Fernandes, a University of Florida advertising researcher. “With that knowledge, we can teach people to pinpoint this kind of disinformation to not fall prey to it.”

With these disinformation campaigns ongoing, that kind of education is vital, Fernandes says. Russia continued its programs to mislead Americans around the COVID-19 pandemic and 2020 presidential election. And their efforts are simply the best known – many other misleading ad campaigns are likely flying under the radar all the time.

The most-clicked ads had a clear recipe made up of four ingredients. They were short, used familiar and informal language, and had big ad buys keeping them up for long enough to reach more people. In a bit of a surprise, the most engaging ads were also full of positive feelings, encouraging people to feel good about their own groups rather than bad about other people.

“It’s a little bit counterintuitive, because there’s a lot of research out there that people pay much more attention to negative information. But that was not the case with these ads,” Fernandes said.

These are the findings from research conducted by Fernandes and her UF colleagues analyzing thousands of deceptive Russian Facebook ads. Fernandes, an assistant professor of advertising in the College of Journalism and Communications, collaborated with researchers in the Herbert Wertheim College of Engineering and the College of Education to publish their results Feb. 21 in the Journal of Interactive Advertising.

Their dataset came courtesy of the U.S. House of Representatives Permanent Select Committee on Intelligence, which investigated the Internet Research Agency’s campaigns around the 2016 election. That trove of data provided a detailed look at the levels of engagement these ads spurred that is normally hidden from public view.

In all, the UF researchers analyzed more than 3,200 ads, a sample of the 80,000-plus ads reviewed by the House committee. Using machine-learning techniques, the team determined the linguistic characteristics and emotional mood of the ads, which they paired with data on how much money was put behind each ad, its length and how many clicks it received.

Most prior research on disinformation campaigns has focused on organic posts or untruthful media outlets, not ads. Today, these kinds of ads are easily purchased and targeted to specific groups of people, opening up new avenues for deception, says Fernandes.

“Anyone can buy an ad. I could go in and buy an ad and start spreading disinformation. We need to understand how these misleading ads spread,” Fernandes said.

The identification and regulation of these kinds of misleading or divisive ads is in flux. A lawsuit before the Supreme Court is outlining what responsibility Facebook and other social media companies have for content on their sites, potentially including advertisements. Facebook has implemented some moderation of misleading content, but the company has mostly focused on posts by users rather than ads.

In the meantime, Fernandes says, individuals have to protect themselves by applying a critical eye to what gets pushed into their social feeds.

“Sometimes I go on my Facebook feed and I see a sponsored ad and I wonder, ‘Why is this being shown to me right now?’” Fernandes said. “We need to educate people to ask these kinds of questions, to look at information and analyze: ‘Where is this coming from? Is it true?’ I think it’s a matter of teaching people to spot these signs that they’re being misled.”

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Modern slavery is a business decision – not an accident

Many organisations focus on compliance, reporting and audits, yet fail to build the relationships and trust needed to identify and tackle exploitation. In some cases, competitive pressures and mistrust between firms actively prevent collaboration that could reduce risks. 

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Modern slavery persists because the way global supply chains are designed allows it to remain hidden, according to new research led by Professor Glenn Parry from the University of Surrey and Dr Mike Rogerson at the University of Sussex.  The findings argue that exploitation often stems from business decisions that cut costs by pushing work further down the supply chain, leaving companies with little direct contact with workers and less visibility over how they are treated. 

Around 27 million people worldwide are estimated to be living in conditions of modern slavery, embedded within the production of everyday goods and services. While governments have introduced laws to force companies to report on risks, the research suggests that disclosure alone is not changing behaviour in a meaningful way. 

Instead, firms often maintain distance from the most vulnerable parts of their supply chains. This distance can be geographical, organisational or even digital, such as the use of algorithms that control workers without direct oversight. As a result, companies rely on indirect signals rather than engaging directly with workers, leaving serious gaps in knowledge and accountability. 

The special issue on “Modern Slavery and Supply Chain Management”, published in Supply Chain Management, brings together insights from multiple international studies across sectors including construction, social care, logistics and global manufacturing. Drawing on interviews with practitioners, workers and experts, as well as analysis of corporate reports and policy frameworks, the work examines how governance, partnerships and digital systems shape labour conditions across complex supply networks. 

Glenn Parry, co-editor of the issue and Professor of Digital Transformation at the University of Surrey, said: “Modern slavery is a problem buried in supply chain structures and it is often the result of how those chains are built and managed. When companies prioritise cost and efficiency above all else, they create the conditions where exploitation can thrive.”

The research found that many organisations focus on compliance, reporting and audits, yet fail to build the relationships and trust needed to identify and tackle exploitation. In some cases, competitive pressures and mistrust between firms actively prevent collaboration that could reduce risks. 

It also finds that partnerships between businesses, governments and NGOs can help, but only when they are built on genuine understanding and shared goals. Superficial collaboration risks becoming a tick-box exercise rather than a driver of real change. 

A major recommendation is to shift focus from reporting to knowledge. Companies need to invest in understanding their supply chains in depth, including listening directly to workers. Bringing “upstream voices” into decision making is seen as critical to designing effective anti-slavery measures. 

Professor Glenn Parry added: “If we are serious about tackling modern slavery, we need to stop treating supply chain complexity as an excuse. It is often a choice. That means it can be changed.” 

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Long-serving CEOs may weaken innovation, study finds

Companies led by long-serving chief executives may become less innovative over time unless challenged by strong independent boards.

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A new study from the University of East London has found that companies led by long-serving chief executives may become less innovative over time unless challenged by strong independent boards.

The research examined 215 FTSE 350 companies over an 11-year period between 2010 and 2021. It explored how CEO tenure and independent directors influence a company’s “R&D knowledge stock”, which is the research, expertise and technological capability built through investment in innovation.

The study published in the journal Corporate Governance found that CEOs who remain in office for many years often become more cautious and less willing to back risky research and development projects. These companies were more likely to reduce investment in innovation and long-term technological growth.

Firms with higher numbers of independent directors were more likely to continue building innovation capacity with experienced CEOs and independent directors forming an effective partnership, to combine deep company knowledge with outside challenge.

However, both experienced CEOs and independent directors become more cautious and less willing to back risky research and development projects when the company fails to meet performance aspirations, suggesting that independent directors do not have stable risk preferences.

The findings suggest that innovation is shaped not only by technology and finance, but also by leadership culture and corporate governance structures.

Author Dr Igbekele Sunday Osinubi, of the Royal Docks School of Business and Law, said: “Long-serving CEOs can bring valuable experience and stability, but there is also a risk that leaders become too cautious or too attached to existing ways of thinking. Our findings show that independent directors play an important role in encouraging companies to continue investing in innovation, especially during difficult periods when firms may otherwise retreat from long-term research and development.”

He added: “This matters beyond individual companies. Innovation drives productivity, competitiveness and economic growth. The study highlights how governance structures can influence whether firms continue building the knowledge and technologies that shape future industries.”

The paper argues that regulators and policymakers should consider governance reforms and incentives that encourage long-term innovation strategies, particularly in firms led by long-serving executives. The findings may also influence how boards think about CEO succession planning, oversight and the balance between short-term financial pressures and long-term investment.

Osinubi’s research, “Long CEO tenure, independent directors and R&D knowledge stock: the moderating effect of performance shortfalls”, was published in the Corporate Governance: The International Journal of Business in Society

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Office owners or managers, take note: Increased risk of bullying in open-plan offices

In traditional open-plan offices it is easier to notice colleagues’ shortcomings and become irritated by them. If someone gets frustrated and takes it upon themselves to “do something about” a colleague’s behaviour, and there are no clear guidelines for handling such situations, there is a risk that it may escalate into bullying. Those who are subjected to bullying lack access to a private space for retreat. 

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Open-plan offices entail a clearly increased risk of workplace bullying compared with employees having their own office or sharing with just a few colleagues. This is shown in research from Linköping University, Sweden. 

“Increased bullying is a tangible negative consequence of how you choose to organise the workplace. It’s important to highlight this, as it hasn’t previously been examined,” says Michael Rosander, professor at the Division of Psychology at Linköping University.

Open-plan offices, where many employees share the same space, have become increasingly common. Employers often justify this development as a way to use premises more efficiently and to encourage creative interactions between employees. However, research has shown that open-plan offices do not promote health, job satisfaction or productivity.  

Until now, it has been unclear whether open-plan offices also affect the risk of bullying and employees’ motivation to look for another job. Through surveys of more than 3,300 randomly selected individuals in employment in Sweden, Michael Rosander has now provided an answer. The results are published in the journal Occupational Health Science. 

Thirty per cent of those with some form of office-based work reported that they worked in a traditional open-plan office with no access to private space. Thirteen per cent worked in so-called activity-based offices, where employees spend part of their time in an open-plan environment but also have access to designated rooms for tasks requiring peace and quiet. The remainder had their own office or shared one with only a few colleagues.

For traditional open-plan offices, the survey responses showed a clearly increased risk of bullying compared with those who had their own office or shared an office with only a few colleagues. The difference remained regardless of factors such as personality traits and the extent of remote working. This suggests that the problems are indeed caused by the work environment in the office.  

The researchers’ explanation is that in traditional open-plan offices it is easier to notice colleagues’ shortcomings and become irritated by them. If someone gets frustrated and takes it upon themselves to “do something about” a colleague’s behaviour, and there are no clear guidelines for handling such situations, there is a risk that it may escalate into bullying. Those who are subjected to bullying lack access to a private space for retreat. 

Activity-based open-plan offices, by contrast, showed no increased risk of bullying, likely due to the availability of private spaces. However, in both types of open-plan office, employees were more likely to consider changing jobs. One possible explanation is that activity-based offices also involve more distractions, according to Michael Rosander.

For employers who have introduced, or are planning to introduce, open-plan offices, there are some lessons to be learned. One is to be prepared to deal with irritation and conflicts before they escalate. Another is the importance of providing rooms where employees can work undisturbed. Placing individuals with similar needs and tasks near one another may also reduce the risk of disruption.

“Traditional open-plan offices are in themselves negative for the individual, for productivity, and make people more likely to leave their job. Social interaction also suffers. So it’s worth considering how to handle it,” says Michael Rosander.

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