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

team
When Your Team Becomes the Bottleneck

In a candid take on organizational blind spots, Mollie Gaby, Principal at CG Infinity, highlights a hard truth many leaders avoid: sometimes your biggest pain point isn’t your technology or your strategy — it’s your staff. A common red flag is resistance to change. When team members are unwilling to explore new tools, automate…

Read More
asset visibility
Diagnosing Your Capital Asset Health: Why Asset Visibility Is the New Financial Imperative in Healthcare

Hospitals and surgery centers own millions of dollars in equipment — but owning assets and having actionable visibility into them are two different things. Most systems maintain inventories, yet many struggle with outdated records, fragmented tracking, and limited insight into useful life or service contracts. With nearly half of U.S. hospitals reporting negative operating…

Read More
CFO
From Public Accounting to CFO: The Leadership Wake-Up Call

The CFO seat is being rewritten in real time. Today’s finance leaders are expected to drive growth, lead enterprise-wide systems transformations, and shape AI strategy—while still keeping the close, controls, and capital story airtight. Gartner reports that 59% of finance leaders are already using AI in the finance function, underscoring how rapidly the role is…

Read More

Latest

team
When Your Team Becomes the Bottleneck
February 25, 2026

In a candid take on organizational blind spots, Mollie Gaby, Principal at CG Infinity, highlights a hard truth many leaders avoid: sometimes your biggest pain point isn’t your technology or your strategy — it’s your staff. A common red flag is resistance to change. When team members are unwilling to explore new tools, automate…

Read More
asset visibility
Diagnosing Your Capital Asset Health: Why Asset Visibility Is the New Financial Imperative in Healthcare
February 25, 2026

Hospitals and surgery centers own millions of dollars in equipment — but owning assets and having actionable visibility into them are two different things. Most systems maintain inventories, yet many struggle with outdated records, fragmented tracking, and limited insight into useful life or service contracts. With nearly half of U.S. hospitals reporting negative operating…

Read More
CFO
From Public Accounting to CFO: The Leadership Wake-Up Call
February 25, 2026

The CFO seat is being rewritten in real time. Today’s finance leaders are expected to drive growth, lead enterprise-wide systems transformations, and shape AI strategy—while still keeping the close, controls, and capital story airtight. Gartner reports that 59% of finance leaders are already using AI in the finance function, underscoring how rapidly the role is…

Read More
restorative practices
Building Safer Schools Through Restorative Practices
February 24, 2026

School Safety Today podcast, presented by Raptor Technologies. In this episode of Principals of Change, host Dr. Amy Grosso sits down with D’Jon Pitchford, Assistant Principal at Kelly Lane Middle School in Pflugerville ISD, to explore what school safety really means. Pitchford reframes safety as more than physical security—emphasizing trust, restorative practices, campus culture,…

Read More