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

Adrienne Mageors
Allowing Purpose to Lead: Adrienne Mageors on Building a Career Grounded in Inclusion and Community Impact

Sometimes, purpose finds you when you least expect it. For Adrienne Mageors, it came in the form of a question she couldn’t ignore—one that pulled her out of corporate marketing and into a life of service and inclusion. What began as a career pivot became something bigger: a mission to build spaces where every…

Read More
college
The New Playbook for College ROI: Podium Education’s Scalable Model for Real-World Learning

The debate around the return on investment (ROI) of a four-year degree has reached a fever pitch. As tuition costs rise and employers question the value of traditional credentials, higher education leaders are rethinking how to make college more career-relevant. Experiential learning—work-based and project-based education embedded within curricula—is emerging as one of the most promising…

Read More
Trades
Heating Up the HVAC Industry: Closing the Gaps in Mentorship, Training, and Trust with Joshua Griffin

A rapidly changing HVAC industry is being shaped by refrigerant shortages, a deepening labor gap, and shifting expectations from homeowners. With refrigerant regulations evolving and long-trusted standards like R410A being phased out, contractors and technicians are navigating not only technical complexity, but also a growing need to rebuild trust and transparency with customers. The…

Read More

Latest

Adrienne Mageors
Allowing Purpose to Lead: Adrienne Mageors on Building a Career Grounded in Inclusion and Community Impact
November 12, 2025

Sometimes, purpose finds you when you least expect it. For Adrienne Mageors, it came in the form of a question she couldn’t ignore—one that pulled her out of corporate marketing and into a life of service and inclusion. What began as a career pivot became something bigger: a mission to build spaces where every…

Read More
college
The New Playbook for College ROI: Podium Education’s Scalable Model for Real-World Learning
November 12, 2025

The debate around the return on investment (ROI) of a four-year degree has reached a fever pitch. As tuition costs rise and employers question the value of traditional credentials, higher education leaders are rethinking how to make college more career-relevant. Experiential learning—work-based and project-based education embedded within curricula—is emerging as one of the most promising…

Read More
Trades
Heating Up the HVAC Industry: Closing the Gaps in Mentorship, Training, and Trust with Joshua Griffin
November 11, 2025

A rapidly changing HVAC industry is being shaped by refrigerant shortages, a deepening labor gap, and shifting expectations from homeowners. With refrigerant regulations evolving and long-trusted standards like R410A being phased out, contractors and technicians are navigating not only technical complexity, but also a growing need to rebuild trust and transparency with customers. The…

Read More
talent solutions
Redefining Talent Solutions in the AI Era: Soft Skills, Purpose, and Flexibility at the Center of Career Growth
November 11, 2025

As careers become less linear and more purpose-driven, workers are increasingly drawn to environments that value adaptability, culture fit, and soft skills for career growth. These capabilities are proving just as critical as technical expertise, especially as AI, remote work, and flexible paths reshape the labor market. According to McKinsey, 70 percent of workers…

Read More