Connect with us

BizNews

Firms’ desire for ad revenue tied to inadvertently financing online misinformation outlets

ompanies advertising on misinformation websites can face substantial backlash from consumers. Consumers switched away from companies whose ads appeared on misinformation outlets, reducing the demand for those firms’ products.

Published

on

Companies and digital platforms contribute to financially sustaining misinformation outlets via advertising. Despite attempts to reduce misinformation, ads from well-known firms and organizations continue to appear on misinformation websites, thereby financing such outlets. The supply of falsehoods is expected to rise with artificial intelligence making it easier to create large volumes of misinformation to earn ad revenue.

In a study, researchers examined the reasons behind the spread of online falsehoods. Based on their findings, they suggest interventions to reduce the financing of misinformation. Conducted by researchers at Carnegie Mellon University and Stanford University, the study is published in Nature.

“Online misinformation can have significant consequences, including sowing political discord and exacerbating the climate crisis,” notes Ananya Sen, assistant professor of information systems and economics  at Carnegie Mellon’s Heinz College, who coauthored the study. “Our work is a first step toward understanding how to limit the financing of online misinformation via advertising.”

In the study, researchers addressed three issues. First, to evaluate the roles of advertising companies and digital ad platforms in monetizing misinformation, they constructed large-scale data sets, combining data on websites that publish misinformation with ad activity per website from 2019 to 2021. Their data set included nearly 5,000 websites (approximately 1,250 of which were misinformation websites) and more than 42,000 unique advertisers, with more than nine million instances of advertising companies appearing on news websites in the three-year period.

The study found that advertising on misinformation websites is pervasive for companies across several industries and amplified by digital ad platforms that use algorithms to distribute ads across the web. Misinformation websites are primarily monetized vis advertising revenue, with a substantial proportion of companies across several industries appearing on such websites, and the use of digital ad platforms amplifies the financing of misinformation.

Second, to measure consumers’ preferences, researchers conducted an experiment with a sample of the U.S. population by randomly varying the pieces of factual information provided to participants, then measured their reactions.

The study found that companies advertising on misinformation websites can face substantial backlash from consumers. Consumers switched away from companies whose ads appeared on misinformation outlets, reducing the demand for those firms’ products. The switching effect persisted even when consumers were informed about the role played by digital ad platforms in placing companies’ ads on misinformation websites and the role played by other advertising companies in financing misinformation. Consumers also voiced concerns about the practice, signing petitions advocating for firms to stop placing ads on misinformation websites.

Finally, to examine why misinformation continues to be monetized despite the potential for consumer backlash, researchers surveyed corporate decision makers to gauge what they know about misinformation online. While firm leaders said they believed most companies advertised on misinformation websites, they significantly underestimated their own company’s likelihood of doing so, the study found.

This suggests that many corporate leaders are ill informed about this possibility, and that firms may therefore be financing misinformation inadvertently, the authors say. Upon learning that their ads appeared on misinformation outlets, corporate leaders wanted to learn more and expressed interest in identifying platform-based solutions to reduce monetizing information.

Based on these findings, the authors propose two low-cost, scalable interventions to decrease the financing of misinformation:

  • Improving transparency for advertisers about where their ads appear could reduce advertising on misinformation websites, especially among companies that were unaware of their ads appearing on such outlets. Information-based interventions could also be incorporated into existing legislation to improve transparency.
     
  • While consumers can currently find out about ad companies financing misinformation through news and social media, platforms could make it easier for consumers to identify which companies advertise on misinformation outlets, for example, through simple information disclosures and comparative company rankings.


“Our findings have clear, practical implications,” suggests Wajeeha Ahmad, a Ph.D. student in management science and engineering at Stanford University, who led the study. “Given the potential for a substantial decline in consumer demand, ad companies may want to account for consumer preferences in placing their ads across various online outlets and exercise caution when incorporating automation in their business processes via digital ad platforms.”

Since consumer backlash was particularly strong for women and consumers who leaned left politically, companies targeting these audience may want to exercise greater caution.

BizNews

Want entrepreneurs to work harder? Tell them they’ll fail

Most entrepreneurs – people who start their own businesses – actually identify with the business they’re running. So being told that your business, your idea that you are committed to, will be a failure can almost seem like a personal attack.

Published

on

A new study finds entrepreneurs become more committed to their business ventures when they are told they will fail, increasing their efforts to make those businesses successful.

“Most entrepreneurs – people who start their own businesses – actually identify with the business they’re running,” says Tim Michaelis, corresponding author of a paper on the work and an assistant professor of psychology at North Carolina State University. “So being told that your business, your idea that you are committed to, will be a failure can almost seem like a personal attack.”

“We wanted to see if being told that their business will fail actually gets entrepreneurs to commit even more deeply,” Michaelis says. “We were somewhat surprised that researchers had not already examined this. Most of the literature in this area is from the field of developmental psychology and hadn’t explored potential business implications. Fundamentally, we wanted to know if having an underdog mentality can motivate entrepreneurs.”

To explore the subject, the researchers conducted three studies.

For the first study, the researchers recruited 423 entrepreneurs; of those, 213 were in a control group that was not asked about a time they had been told they would fail. One hundred and seven participants were asked about, but could not recall, a time they were told they would fail. The remaining 103 participants did recall a time they were told they would fail. The researchers then asked all study participants questions designed to capture how committed they were to persisting with their new businesses.

“We found that entrepreneurs who could recall being told their business would fail displayed a deeper commitment to persisting with their business ventures,” Michaelis says.

For the second study, the researchers worked with 579 entrepreneurs. In this study, the control group consisted of 289 participants; 234 participants couldn’t remember being told they would fail; and 56 could recall a time they were told they would fail.

This time the researchers essentially replicated the first study, but rather than asking questions designed to measure persistence, they asked questions designed to measure the extent to which study participants were motivated to prove someone wrong. The 56 participants who could recall being told they would fail were asked about their motivation to prove that specific naysayer wrong – the so-called “underdog effect.” The remaining study participants were simply asked about their motivation to prove something to general stakeholders.

“The results here were consistent with the first study – recalling a time when someone told them they would fail led to increased motivation to persist with their business venture,” says Michaelis.

For study three, the researchers recruited 417 entrepreneurs. The study participants were surveyed once per month for three months. The first month’s survey served to establish a baseline, measuring the extent to which each study participant was motivated to persist with their venture by the underdog effect – a desire to prove any doubters wrong.

The second and third surveys varied slightly, but were essentially designed to assess the extent to which motivation and persistence were driven by the underdog effect. The surveys also accounted for other variables associated with motivation and persistence, such as confidence, past experience, financial benefit and passion for the work.

“The third study reinforced what we found in studies one and two – the underdog effect is a powerful motivator that increases an entrepreneur’s motivation and persistence regarding their venture,” says Michaelis. “In other words, the underdog effect leads to people working harder, focusing on their venture, and really committing to the success of their business.”

But the studies also revealed something unexpected.

“There were a surprisingly large number of study participants who had never been told that they would fail – they had only ever received positive feedback, or possibly no feedback, about their business ideas,” says Michaelis. “And we found that those study participants were less committed to their business ideas and had lower levels of persistence.

“This work offers real insight into what motivates entrepreneurs, and it raises some interesting questions,” says Michaelis.

“How do you give entrepreneurs enough support to encourage their initiative, but enough resistance to help them develop the drive they need to succeed? How can we train entrepreneurs to distinguish between doubts that can serve as motivational fuel and constructive criticism that highlights real flaws in a business plan? These are issues we can explore moving forward.”

The paper, “I’ll prove you wrong! The underdog effect as an antecedent to entrepreneurial action and venture persistence,” is published in the Journal of Business Venturing. The paper was co-authored by Jeffrey Pollack, the Lynn T. Clark II Distinguished Professor of Entrepreneurship in NC State’s Poole College of Management; Jon Carr, the Jenkins Distinguished Professor of Entrepreneurship in NC State’s Poole College of Management; April Spivack of the Hanken School of Economics in Finland; Nicholas Smith of Northern Illinois University; and Alexander McKelvie of Syracuse University.

Continue Reading

BizNews

Study shows scaling startups risk increasing gender gaps

Founders with HR‑related education counteract these challenges. In ventures led by founders with HR training, the odds of hiring a woman increase by more than 30 percent, and the odds of appointing a woman to a managerial role increase by 14 percent for the same level of scaling.  

Published

on

When startups scale quickly, founders often make hurried hiring decisions that unintentionally disadvantage women, according to new study from the Stockholm School of Economics in Sweden. The study shows how the pressures of rapid growth increase the likelihood that founders rely on mental shortcuts and make biased decisions. 

Drawing on large‑scale Swedish data, the study shows that scaling—when companies hire far more people than their usual growth trend would predict—puts pressure on founders to decide swiftly, which increases the use of mental shortcuts. These shortcuts can activate gender stereotypes, shaping who gets hired and who moves into managerial roles.  

“During those moments of rapid growth, even well‑intentioned leaders can fall back on familiar stereotypes when assessing who they believe is best suited for the role,” says Mohamed Genedy, co-author and Postdoctoral Fellow at the House of Innovation, Stockholm School of Economics. 

Reduced odds of hiring female managers 

His research analyzes more than 31,000 new ventures founded in Sweden between 2004 and 2018. It finds that in male‑led startups, scaling reduces the odds of hiring a woman by about 18 percent, and the odds of appointing a woman to a managerial position by 22 percent.  

These patterns emerge even in a highly gender‑equal national context, making the findings especially noteworthy.  

Crucially, the study reveals that founders with HR‑related education counteract these challenges. In ventures led by founders with HR training, the odds of hiring a woman increase by more than 30 percent, and the odds of appointing a woman to a managerial role increase by 14 percent for the same level of scaling.  

“When founders have experience with structured hiring practices, the gender gaps shrink, and in some cases even reverse,” Genedy says.  

“This shows that getting the basics of HR right early on really pays off. When things start moving fast, founders with HR knowledge are less likely to rely on biased instincts and more likely to hire from a broader talent pool.”  

Prior experience in companies with established HR practices also helps, though less so. It raises the likelihood of hiring women as the new ventures scale, but does not significantly affect managerial appointments. 

Differences persist in female-led ventures 

The study additionally shows that these patterns are not driven by founder gender alone. Even solo female‑led ventures display similar tendencies when scaling, though to a somewhat lesser degree.  

And in female‑dominated industries, scaling increases the hiring of women for regular roles but still reduces the likelihood that women are appointed into managerial positions.  

“When scaling accelerates, cognitive bias kicks in for everyone,” says Mohamed Genedy. “Female founders are not immune to these patterns.”  

Together, these results point to underlying cognitive mechanisms that shape decisions under time pressure.

The study, Scaling with Bias? The role of founders’ HR knowledge and experience in hiring and managerial appointments, was published in Human Resource Management.

Continue Reading

BizNews

Retail therapy fail? Online shopping linked to stress, says study

Online shopping is more strongly linked to stress than reading the news, checking your inbox or watching adult entertainment. This is something online businesses should know and consider.

Published

on

Planning to save time by doing your shopping online? If so, it’s possible you’re not doing your well-being any favours. A study from Aalto University in Finland has found that online shopping is more strongly linked to stress than reading the news, checking your inbox or watching adult entertainment. The internet can be both a source and a reliever of stress though, according to research –– so do we scroll because we’re stressed, or are we stressed because we scroll?

It’s a complex problem to unravel, according to doctoral researcher Mohammed Belal.

‘Previous studies have shown that social media and online shopping are often used to relieve stress. However, our results show that a rise in social media use or online shopping is linked to an increase in self-reported stress across multiple user groups and across devices,’ he says.

The study found that users of YouTube and streaming services, as well as online gamers, also reported increased stress levels. For people experiencing high-stress, time spent on social media was twice more likely to be linked to stress as compared to time spent on gaming. Meanwhile, across many user groups, those who spent more time reading emails and news, or watching adult entertainment, reported lower stress-levels –– although the researchers note that they looked only at the time spent on news sites, not their content.

‘Somewhat surprisingly, people who spent a lot of time on news sites reported less stress than others. On the other hand, those who already experienced a lot of stress didn’t spend much time on news sites –– and that’s consistent with previous research that shows that stress can reduce news consumption,’ Belal says.

Overall, the study found a strong connection between internet use, in general, and heightened stress, especially among those who already experienced a lot of stress in daily life. Women reported more stress than men, and the older and wealthier the participant, the less stress they experienced. The de-stressing effect of adult entertainment may be explained by the fact that it was usually consumed in small doses, acting as a short-term stress or boredom reliever.

The study, to be published in the Journal of Medical Internet Research on 9 January 2026, recorded the internet usage of nearly 1,500 adults over a seven-month period. After that, data from nearly 47 million web visits and 14 million app usages was combined with users’ self-reported stress.

Issues commonly discussed, yet not well understood

The research comes at a time when the effects of social media on well-being are under increasing scrutiny. For example, a recent ban in Australia on social media for children has the rest of the world watching closely. Yet despite the increasing influence of the internet on our lives, our scientific understanding of the impacts of its use on well-being is remarkably limited, says Belal.

‘It leaves a huge critical gap in understanding how online behaviors impact stress and well-being,’ Belal points out.

With the aim of closing this gap, the study is among the first to use a tracking programme installed on users’ devices, rather than asking subjects to self-report their usage, explains assistant professor Juhi Kulshrestha. The long duration and large sample size of the research also make the findings particularly significant.

However, she points out that further research is needed to disentangle the relationship between stress and well-being and internet usage.

‘Are people more stressed because they are spending more time online shopping or on social media, or are such sites offering them an important support in times of duress? It’s really crucial that we study these issues further so we can solve that chicken and egg problem,’ says Kulshrestha. ‘Putting a blanket ban or upper limits on certain kinds of internet usage may not actually end up solving the issues, and could even take away a vital support for people who are struggling.’

Either way, the researchers see practical applications for the results in the development of well-being and online services. In future, they plan to examine the consumption of different types of news, such as political, entertainment, or sports news, and how it relates to stress and other well-being variables. The hope is that better data will lead to helping internet users maintain a healthy balance.

‘As we gain increasingly accurate information about people’s internet usage, it will be possible to design new kinds of tools that people can use to regulate their browsing and improve their well-being,’ says Kulshrestha.

Continue Reading
Advertisement
Advertisement

Like us on Facebook

Trending