Business Visualizations

The Colleges With the Most Alumni Who Are Now CEOs of Fortune 500 Companies

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Each year, Fortune Magazine recognizes the 500 largest companies across the United States, with the ranking being determined by the annual revenue earned by each of those companies. This list includes both private companies and companies that are publicly traded. Leading these companies are CEOs that are not only worth millions of dollars, but have seen much success throughout their careers.

From the team at Academic Influence comes this fascinating visualization that looks at which colleges and universities that have the most alumni as CEOs of Fortune 500 companies.

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colleges-alumni-ceos-fortune-500-companies-chartistry

Which universities have the most alumni now working as CEOs?

According to the research by the team at Academic Influence, it was found that these were colleges and universities that had at least ten alumni who were now the CEOs of Fortune 500 companies.

  1. Harvard University: 41
  2. University of Pennsylvania: 23
  3. Stanford University: 22
  4. Northwestern University: 20
  5. Columbia University: 18
  6. University of Chicago: 15
  7. University of Michigan: 12
  8. Cornell University: 10
  9. Dartmouth University: 10
  10. University of Virginia: 10

Founded in 1936, Harvard University is one of the most prestigious universities in the entire world. Due to the university’s illustrious history, it’s no surprise that they take claim to having the most alumni who are now in prominent positions as CEOs. Per the research from Academic Influence, it was found that of the 41 alumni who are now serving as CEOs of Fortune 500 companies, 35 of them had completed graduate programs at Harvard University. Some of the more notable companies that includes this alumni as CEOs today include Amazon (Andy Jassy), JPMorgan Chase (Jamie Dimon), Citigroup (Jane Fraser), Prudential Financial (Charles F. Lowrey), McDonald’s (Chris Kempczinski), Mastercard (Michael Miebach) and Kellogg (Steve Cahillane).

This visualization also includes several interesting points of data, in particular listing out what the most common undergraduate degree programs were of Fortune 500 CEOs. Leading this ranking was engineering degrees, where 96 of the CEOs included had, with the breakdown of engineering degrees including studies in mechanical engineering (26), electrical engineering (23), chemical engineering (17), unspecified engineering (12), industrial engineering (6), civil engineering (5), petroleum engineering (3) and other types of engineering (17).

Per their research, here were the nine most common undergraduate degrees of Fortune 500 CEOs.

  1. Engineering: 96
  2. Economics: 59
  3. Business administration: 40
  4. Accounting: 36
  5. Finance: 12
  6. Computer science: 11
  7. Marketing: 9
  8. Political science: 8
  9. Mathematics: 8

Related: The Biggest Fortune 500 Company in Every State

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Business Visualizations

Ranking States by Workplace Cleanliness

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The team at Stratus Building Solutions reveals which states have the cleanest and dirtiest workplaces in a new study. Cleanliness is often an overlooked but powerful influence on workers’ health, happiness, and productivity. People who work in an office spend many hours there and have a right to a clean, safe space to work, whether that’s at their desk, in the breakroom, or in the bathroom. The team’s study reveals that cleanliness depends on more than company policy and culture. It’s impacted by resources and state laws. While some states mandate rules that boost workers’ health and safety, other locations lack such protections and put workers at risk.

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Which State Has the Cleanest (and Dirtiest) Workplaces?

The team created a scoring system based on some key criteria. First was the number of OSHA violations. OSHA is the Occupational Safety and Health Administration, which sets federal workplace safety standards, including sanitation standards. A state with a high number of OSHA sanitation violations is a clear sign of dirty workplaces. These violations could include unclean restrooms, inadequate waste disposal, or the presence of mold and bacteria. The team also examined the number of janitors per capita, population density, air pollution, and sick leave laws in each state.

The team found that these states were the cleanest with the highest scores:

  • Nebraska
  • Colorado
  • North Dakota
  • South Dakota
  • Washington
  • Missouri
  • Montana
  • Idaho
  • Michigan
  • New Mexico

The top scorers had low rates of OSHA violations, clean air, and high janitor-to-population ratios. State laws mandating sick leave also play a major role, as workers are more likely to stay home rather than bring germs to work.

These were the states that struggled the most with these standards:

  • Tennessee
  • North Carolina
  • Mississippi
  • Virginia
  • Connecticut
  • Oregon
  • Nevada
  • Rhode Island
  • Alabama
  • New Jersey
  • Pennsylvania

Many of these states are on the dirty end of the spectrum, lacking paid sick leave. Tennessee, Mississippi, and North Carolina do not have laws on paid sick leave, which, when combined with the absence of handwashing stations and disinfecting services, makes the workplace a petri dish for germs. We also see heavily populated states like New York and New Jersey on the low end of the spectrum because more people means a greater challenge to clean up waste and keep germs at bay. High populations also mean bigger cities and more air pollution. We do see, however, that lower population density doesn’t necessarily mean cleaner workplaces, as Vermont was near the bottom of the list and has a small population.

Clean workplaces are healthy workplaces. Dust, germs, and air pollution lead to gastrointestinal and respiratory problems among workers. Simple precautions like regularly disinfecting surfaces, installing handwashing stations, and removing dust can boost the cleanliness of the office and the health of workers. Healthy workers mean better productivity and greater safety for all. Not only will a clean space improve worker experience, but OSHA violations can be very costly. The team’s study provides fascinating insights into what affects workplace cleanliness.

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Business Visualizations

New Study Examines Language Used to Let Employees Go

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Letting an employee go is an unpleasant experience for everyone involved, but language has the power to guide the emotions surrounding an interaction. While the right words won’t erase the bad side of being let go, they can help the employee in question understand why the situation is happening and make them feel seen and heard. Preply leaned into the language aspects in these situations with a study examining the most common phrases and words used when letting an employee go and how employers and employees felt about the situation.

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Study unveils the most common words managers use when letting employees go

Overall, the team found that these were the most common phrases used:

  • Letting you go
  • Effective immediately
  • Terminating your employment
  • This isn’t working out
  • No longer require services
  • Parting ways
  • Ending your employment
  • No longer needed
  • Relieved of duties
  • Ending our working relationship

Managers and employees seem to agree that lack of empathy and responsibility were the most common complaints about the process. One in six managers say they regret the words they chose when firing someone, and 92% feel they need more training on how to handle such situations. Employees wanted their managers to focus on clarity, compassion, empathy, and honesty when firing an employee.

The team studied changes that both managers and employees would like to see in the firing process.

These are the six things employees want to see improved:

  • Better explanation
  • Better empathy
  • Taking responsibility rather than avoiding blame
  • Face-to-face conversation rather than electronic
  • Fewer team members involved in the firing
  • Don’t compare fellow employees

Here’s how that compares to changes managers would like to make to the process:

  • Better explanation
  • Better empathy
  • Face-to-face conversation rather than electronic
  • Don’t compare fellow employees
  • Taking responsibility rather than avoiding blame
  • Fewer team members involved in firing

These are similar answers, but we can see that the two groups ranked their importance differently. Overall, 92% of Americans think managers could benefit from some language training when it comes to firing someone. Empathy and honesty were high on the list of employee wishes, indicating that understanding can help give them closure on the job, and empathy softens the blow. Not many managers would prefer a face-to-face meeting. Only 1 in 6 prefer this to virtual meetings, which seem to be the most common option.

Only 55% of managers have received training on how to fire someone, and with many of them regretting their language choices, it seems that many managers would benefit from some education in business language and communication. Notice that many of the top phrases are more professional ways to say “fired,” like “letting you go,” “terminating,” and “no longer require.”

When managing a team, empathy and clear language are crucial. These skills can help managers excel at many tasks beyond having to let an employee go. But when a situation like firing someone is emotionally charged, the language used becomes more important than ever. Hopefully, the team’s study can help managers reflect on how they go about the process.

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Business Visualizations

Study Examines the Ways Americans Resign from Jobs

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Over 1,000 Americans responded to a survey from the Preply team that studied how Americans communicate when they quit their jobs. In 2025, over 3 million Americans quit their jobs, clearly indicating resigning is a common occurrence. But this study reveals that people have different approaches to quitting, as well as some commonalities. The team’s analysis encompasses the methods used to resign as well as the tone, language, and feelings surrounding the resignation.

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Study reveals what Americans really say when resigning

Most Americans reported a verbal resignation. 76% of the survey responders used this direct and personal approach to quit their jobs, while only 9% gave a handwritten notice of resignation. That’s surprisingly fewer than the number who “ghosted” their employer at 19%. Around 10% of workers quit via text, leading to 43% reporting that their resignation only lasted a few minutes. Quitting can be awkward and uncomfortable, so it makes sense that people want to get the conversation over with. Those who quit in letter or text said they sent “just a few words.”

The next aspect the team considered was the tone and language used in the resignation. Naturally, many employees would want to avoid burning bridges when they quit. 91% of employees said they avoided using negative or critical language when resigning. 64% said they were conscious of using a polite tone, and 27% went as far as using apologetic tones and words. 60% of employees had to suppress their negative emotions and refrained from stating the critical reasons that led to their resignation.

There were some differences among ages and genders as well. Gen Z was the most restrained when resigning, with 61% stating that they held back emotions during the process. Boomers and Gen X were similar at 59% and 58% respectively. Millennials held back the least at 57%. As for gender, 63% of women said they suppressed their emotions and 53% of men reported the same. The team found that when employers offered exit interviews, 40% of workers felt more comfortable expressing their honest experiences at the company, which is important for companies that take worker experience and company culture seriously.

Most people said they avoided language, but here’s the specific breakdown of the tones they used when they quit:

  • Polite – 64%
  • Neutral – 54%
  • Apologetic – 27%
  • Angry – 12%
  • Passive-aggressive – 12%
  • Sarcastic – 6%

While people may hold back their negative feelings when resigning, that doesn’t mean these employees are above cutthroat tactics. One in eight people said they chose to resign at a time when they knew it would cause the most disruption and harm at work. Gen Z was the most likely to do this, and men were more likely than women. One in ten left negative or scathing reviews of their former company on sites like Glassdoor. Healthcare workers were the most likely to do this. These reviews often included negative words like “disorganized”, “stressful”, and “frustrating.” These written reviews often express things employers weren’t comfortable saying in person.

The trends and findings in this study provide a well-rounded look at a common experience, revealing surprising similarities among people in very different situations.

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