That’s Not How Data Works

Data drives decisions of the worlds largest companies but in a world with constant data, how do you make sense of it? Host TC Riley, puts the world under the lens of data and analytics and explores current news, B2B trends, and popular topics.

Data is a tremendous asset. However, as a recent Harvard Business Article about the near future of work highlighted, using data inappropriately can delegitimize your entire argument.

Using data to support and drive decisions is good; but only if you do it in the right way — in fact, data used the wrong way is more dangerous than not using it at all.

Throughout the article, as is typical of HBR, great research data, mainly from Gartner, is used to support overall points. However, two specific points demonstrate a lack of data understanding and don’t connect to the central message and prediction.

Let’s take a look:

  1. 68% of employers added 1+ wellness benefit during pandemic, so companies will implement collective mental health days
  2. 33% more skills listed on job postings vs. 2017, so employees won’t focus on upskilling employees and instead will look to hire those skills or ‘rent employees’

Though host Thomas Riley uses this article for an example on this episode of Diving into Data, he said he sees the phenomenon everywhere, all the time.

The takeaway is this: don’t fall into the trap that the author did and think that quoting valid data automatically validates your argument. Data can provide so many insights and be so powerful for any organization, but only if you’re cautious about it and use it the right way.

“Data is really cool and can tell you a lot of really cool things. Just don’t let it confuse you into thinking things are there that aren’t really there,” he said.

Catch up on all episodes of Diving Into Data!

Latest Episodes

Volvo
Inside the Next Era of Trucking: Volvo’s Vision for Autonomous Tech, Driver Experience, and Global Logistics

Supply chains are under pressure like never before—fuel prices are volatile, driver shortages persist, and new technologies are rewriting the rules in real time. In fact, at major U.S. truckload carriers, driver turnover has historically exceeded 90% annually—highlighting just how urgent it is to improve both efficiency and the driver experience. Trucking isn’t just…

Read More
healthcare
The Best Healthcare Platforms Are Built on Clear Communication, AI-Human Collaboration, and a Deep Understanding of the “Why”

Healthcare is being pushed to modernize faster than ever, as AI tools, virtual care, and digital patient experiences shift from innovation to expectation. Recent survey data from McKinsey & Company indicates that about half of U.S. healthcare leaders say their organizations have already put generative AI into practice, underscoring how quickly the technology is…

Read More
Texas
Policy, Patients, and the Future of Healthcare: How Texas Plans to Fix a Strained System

The U.S. healthcare system is under real strain—and it’s something both patients and physicians are feeling in everyday care. In Texas, those pressures are even more visible, where rapid population growth, rural access challenges, and regulatory complexity are making it harder for patients to get timely care and for doctors to focus on medicine…

Read More

Latest

Volvo
Inside the Next Era of Trucking: Volvo’s Vision for Autonomous Tech, Driver Experience, and Global Logistics
May 5, 2026

Supply chains are under pressure like never before—fuel prices are volatile, driver shortages persist, and new technologies are rewriting the rules in real time. In fact, at major U.S. truckload carriers, driver turnover has historically exceeded 90% annually—highlighting just how urgent it is to improve both efficiency and the driver experience. Trucking isn’t just…

Read More
healthcare
The Best Healthcare Platforms Are Built on Clear Communication, AI-Human Collaboration, and a Deep Understanding of the “Why”
May 4, 2026

Healthcare is being pushed to modernize faster than ever, as AI tools, virtual care, and digital patient experiences shift from innovation to expectation. Recent survey data from McKinsey & Company indicates that about half of U.S. healthcare leaders say their organizations have already put generative AI into practice, underscoring how quickly the technology is…

Read More
Texas
Policy, Patients, and the Future of Healthcare: How Texas Plans to Fix a Strained System
May 4, 2026

The U.S. healthcare system is under real strain—and it’s something both patients and physicians are feeling in everyday care. In Texas, those pressures are even more visible, where rapid population growth, rural access challenges, and regulatory complexity are making it harder for patients to get timely care and for doctors to focus on medicine…

Read More
adaptive learning
Scaling Career-Ready Skills: How Adaptive Learning and Generative AI Are Transforming Higher Education
May 4, 2026

Skills-based learning has moved from buzzword to mandate as colleges face mounting pressure to connect credentials, employability, and measurable learner outcomes. Employers are increasingly using skills-based hiring practices, and NACE’s Job Outlook 2026 notes that students need to demonstrate concrete examples of skills in action during hiring processes. At the same time, higher education…

Read More