Quantifying Human Capital

The move from assuming a workforce’s capability to measuring it — treating people as a developable, countable asset rather than a commodity. This is the operational thesis Kyle pulls from The Expertise Economy (by Kelly Palmer and David Blake). The book’s concrete instrument is the Skills Quotient (SQ = skills you have ÷ skills you need × 100), proposed as a way to quantify how well-equipped a person or workforce is and to surface threats and opportunities — notably flagging anyone scoring above 90, because high performers will look for growth elsewhere if it isn’t offered internally.

The idea pairs tightly with People Capital: the claim that people are the differentiator in a business, illustrated in Kyle’s notes by Apple’s retail VP Stephanie Fehr — “If you’re going to employ people anyways… why not make them the differentiator? They’re not a commodity.” Kyle attaches his own recurring thread, John Bingham on Human Capital, to this passage, framing human capital as something to be invested in and counted rather than commoditized. A separate June 29th, 2021 Roam “Quick Capture” log shows Kyle exploring the literal accounting version of this — older experiments (R. G. Barry & Co., AT&T, ExxonMobil) that reported “net investments in human resources” as supplemental balance-sheet data, plus sabermetrics and human-capital-analytics references as analogies for measuring people.

Context: “Human capital accounting” (or human resource accounting) is a long-running, never-standardized attempt to put a measurable value on a workforce; The Expertise Economy: How the Smartest Companies Use Learning to Engage, Compete, and Succeed (Palmer & Blake, 2018) is a modern learning-and-development take on the same impulse. (General background.)

Where this appears

• The Expertise Economy — the book’s operational thesis that capability should be measured (via the Skills Quotient) rather than assumed; people as differentiator, not commodity.
• People Capital — the paired idea that workforce capability is a measurable balance-sheet asset.
• Skills Quotient — the concrete metric that operationalizes quantifying human capital.
• Kelly Palmer — co-author who originates the framework.
• John Bingham on Human Capital — Kyle’s personal thread on people-as-differentiator attached to the book’s passage.

From Roam

• Somewhere I took a screen shot of my HR textbook from my last year of college where it talked about accounting for human capital as a potential asset.