This is a continuation of valuable notes from the free book, The Age of HR.

This post covers Chapter 14, Workforce Analytics for Strategy Execution: Ten Years Later (2015–2025) by workforce analytics guru, Mark Huselid. He co-authored the well known Harvard Business Review article, titled “A Players” or “A Positions?: The Strategic Logic of Workforce Management”.
There’s lots of valuable guidance and wisdom here, especially for those who have followed the topic of workforce analytics by Prof. Huselid over the years.

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* 3 linked moves for leaders (HR & Line managers) who want to improve strategy execution through the workforce:
(1) identify the strategic work necessary to execute strategy;
(2) build differentiated workforce systems that enable that work;
(3) design measurement systems that connect workforce investments to business outcomes and reinforce accountability.
* ..the last decade has clarified a critical distinction: adopting analytics tools is comparatively easy; building an enterprise capability that reliably improves decisions is not.

* Not all jobs are equally strategic. “A” positions matter for strategy execution and exhibit high variability in individual performance, offering the greatest upside from improvement.
* Great firms manage their workforce like a portfolio, investing disproportionately in the highest return strategic work.

* This portfolio logic requires explicit tradeoffs.
* The practical test: Can senior leaders name the five to ten roles that matter most for executing the current strategy, and explain why those roles warrant disproportionate investment?

* Data abundance creates a false sense of progress.
* Enforce a simple rule-no measurement without a prior decision context.
If a metric does not help a specific decision-maker choose between competing alternatives, it should not be produced, regardless of how easy it is to generate.

* Correlation is abundant, causation is rare, and the difference determines whether workforce investments deliver returns or waste resources. Organizations that lack a causal model cannot learn from experience because they cannot distinguish signal from noise.

* In global settings, the strategic importance of jobs may differ by region.
“A positions” should not be treated as a single universal list; rather, the organization needs a consistent logic for identifying them, applied with contextual specificity.
* Identify strategic roles based on their contribution to strategy execution and performance variance, not tradition or hierarchy.

* Strategic jobs that matter today may not be the same five years from now.

* What works in one cultural context may not work in another.

* Advanced analytics raises concerns about privacy, fairness, and transparency. Embed responsible data management, informed consent, and bias checks into every step, treating ethics as integral to trust and long-term viability.