Sentiment measurement
- Asks how people experience their work.
- Locates where engagement, morale, or confidence is low.
- Tracks changes in self-reported scores.
Systems Measurement
Why sentiment measurement can locate strain without identifying the organizational systems beneath it.
The distinction
Sentiment measurement shows where people experience strain. Monderman calls the next layer Systems Measurement: the examination of the organizational mechanisms people work within rather than only how they feel about working inside them.
The distinction is not that sentiment lacks value. It is that reported experience and operating structure are different kinds of evidence.
Two kinds of evidence
The scoreboard
Organizations have measured employee sentiment at global scale for more than fifteen years. Global engagement rose for years, then fell in 2024 and again in 2025. The tools did their job. They located reported strain. They were not built, by themselves, to identify the operating mechanisms beneath it.
That boundary matters when a score becomes a management question. A low score can show where reported experience warrants attention. It cannot identify whether the condition is linked to unclear ownership, slow approvals, unstable handoffs, excess process load, or another operating mechanism.
The two forms of measurement answer different questions. One records how work is experienced. The other examines the structures through which work moves. Keeping the two forms of evidence distinct prevents a reported symptom from being mistaken for an explanation of the system beneath it.
What the evidence shows
A 2017 meta-analysis found a small positive average effect on self-reported work engagement. A later meta-analysis of 54 controlled trials found a similarly small effect, d = 0.24. These studies evaluated engagement outcomes. They did not establish that increasing those scores caused better operating results. 3, 4
Advertised corporate values were not correlated with profitability. Employee perceptions of management integrity were positively associated with productivity, profitability, and other performance measures. 5
In a randomized trial, firms that adopted better management practices raised productivity by 17 percent in the first year. A nine-year follow-up found that a large and significant management-practice gap remained between treatment and control plants. A separate review estimated that management practices account for about a quarter of measured productivity gaps within and across countries. 6, 7, 9
The measurement loop
Systems Measurement begins with a baseline. It reports where the organizational system shows strain. The organization acts. A later run measures the same system again.
The workspace can compare matched instrument versions, create action items with owners and status, and link a repair to the run used for remeasurement.
The instruments
Research on management practices examines monitoring, targets, accountability, and the routines through which work is managed. Monderman's Diagnostics examine related organizational structures: whether ownership, authority, and handoffs are clear enough to act on; whether approvals, escalation, and routing let decisions move; whether process load consumes capacity beyond its value; and whether the institution converts structure into sustained performance.
Operational Systems examines process load and operating friction. Decision Velocity examines how decisions move. Structural Clarity examines ownership, authority, and handoffs. Institutional Performance examines whether structure is converted into sustained performance.
Depth Synthesis summarizes eligible runs of one Diagnostic. Cross-Lens Synthesis compares different Diagnostics and publishes a Composite Score only when the evidence is coherent enough to support one.
The studies cited here did not test Monderman's instruments. They do not establish that Monderman changes performance. They support examining management practices and organizational mechanisms as a distinct layer of organizational evidence.
References