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

podcast
The DisruptED Journey with Tim Maitland at MarketScale (Episode Three)

Storytelling is changing fast, shaped by new platforms, shifting audiences, and a growing demand for authenticity. What started as traditional podcasting has evolved into community-driven ecosystems built on real voices and lived experience. In this landscape, storytelling isn’t just content—it’s a way to build connection, spark engagement, and drive meaningful change. When done well,…

Read More
education
The DisruptED Journey with Tim Maitland at MarketScale (Episode Two)

Education is at a crossroads. As AI, online learning, and workforce demands rapidly reshape how people gain skills, long-standing gaps in access and outcomes remain a major concern in Michigan. Recent reporting on the 2025 State of Education and Talent shows Michigan has fallen to its lowest ever ranking in per capita income, underscoring…

Read More
Ron Stefanski
The DisruptED Journey with Tim Maitland at MarketScale (Episode One)

Education doesn’t change in neat, predictable cycles—it shifts when people start asking better questions. Over the past several years, those questions have become louder and more urgent, driven by workforce disruption, new technologies, and a growing demand for learning that actually prepares people for real life. At the same time, media itself has evolved, favoring…

Read More

Latest

podcast
The DisruptED Journey with Tim Maitland at MarketScale (Episode Three)
January 15, 2026

Storytelling is changing fast, shaped by new platforms, shifting audiences, and a growing demand for authenticity. What started as traditional podcasting has evolved into community-driven ecosystems built on real voices and lived experience. In this landscape, storytelling isn’t just content—it’s a way to build connection, spark engagement, and drive meaningful change. When done well,…

Read More
education
The DisruptED Journey with Tim Maitland at MarketScale (Episode Two)
January 15, 2026

Education is at a crossroads. As AI, online learning, and workforce demands rapidly reshape how people gain skills, long-standing gaps in access and outcomes remain a major concern in Michigan. Recent reporting on the 2025 State of Education and Talent shows Michigan has fallen to its lowest ever ranking in per capita income, underscoring…

Read More
Ron Stefanski
The DisruptED Journey with Tim Maitland at MarketScale (Episode One)
January 15, 2026

Education doesn’t change in neat, predictable cycles—it shifts when people start asking better questions. Over the past several years, those questions have become louder and more urgent, driven by workforce disruption, new technologies, and a growing demand for learning that actually prepares people for real life. At the same time, media itself has evolved, favoring…

Read More
supporting parents
Supporting Parents Is a Business Strategy: A CFO’s Perspective on Retention, Trust, and Long-Term Growth
January 14, 2026

Workplace flexibility has shifted from a culture debate to a retention lever—especially as more professionals are becoming parents later, right when they’re stepping into mid-management and executive-track roles. Childcare and caregiving logistics don’t just strain families; they strain talent pipelines, and the companies that treat parenting as a “personal issue” are often the same…

Read More