Systems Measurement

The Culture Trap

Why sentiment measurement can locate strain without identifying the organizational systems beneath it.

The distinction

A different measurement layer

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

Reported experienceEngagement, morale, confidence, and other self-reported signals.
Operating mechanismsOwnership, authority, handoffs, routing, process load, and performance discipline.

The scoreboard

Reported strain is visible.

20%Share of employees worldwide engaged at work in 2025. The lowest global level since 2020.Source: Gallup, State of the Global Workplace 2026.
$438BEstimated lost productivity attributed by Gallup to the global engagement decline in 2024.Source: Gallup, State of the Global Workplace 2025.

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.

Sentiment measurement

  • Asks how people experience their work.
  • Locates where engagement, morale, or confidence is low.
  • Tracks changes in self-reported scores.

Systems Measurement

  • Examines the organizational mechanisms people work within.
  • Locates where ownership, authority, handoffs, routing, or process load show strain.
  • Establishes a baseline for matched remeasurement.

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

g = 0.29

Self-reported engagement

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

No correlation

Advertised values and profitability

Advertised corporate values were not correlated with profitability. Employee perceptions of management integrity were positively associated with productivity, profitability, and other performance measures. 5

+17%

First-year productivity

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

Measure. Locate. Act. Re-measure.

01Measure
02Locate
03Act
04Re-measure

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

What Monderman measures

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.

Read the full research paper

References

Sources

  1. Gallup. State of the Global Workplace: 2026 Report. Gallup, Inc., 2026.
  2. Gallup. State of the Global Workplace: 2025 Report. Gallup, Inc., 2025.
  3. Knight, Caroline, Malcolm Patterson, and Jeremy Dawson. “Building work engagement: A systematic review and meta-analysis investigating the effectiveness of work engagement interventions.” Journal of Organizational Behavior 38 (2017): 792–812. DOI 10.1002/job.2167.
  4. Vîrgă, Delia, Laurențiu P. Maricuțoiu, and Alina Iancu. “The efficacy of work engagement interventions: A meta-analysis of controlled trials.” Current Psychology 40 (2021): 5863–5880. Published online 2019. DOI 10.1007/s12144-019-00438-z.
  5. Guiso, Luigi, Paola Sapienza, and Luigi Zingales. “The Value of Corporate Culture.” Journal of Financial Economics 117, no. 1 (2015): 60–76. DOI 10.1016/j.jfineco.2014.05.010.
  6. Bloom, Nicholas, Benn Eifert, Aprajit Mahajan, David McKenzie, and John Roberts. “Does Management Matter? Evidence from India.” The Quarterly Journal of Economics 128, no. 1 (2013): 1–51. DOI 10.1093/qje/qjs044.
  7. Bloom, Nicholas, Aprajit Mahajan, David McKenzie, and John Roberts. “Do Management Interventions Last? Evidence from India.” American Economic Journal: Applied Economics 12, no. 2 (2020): 198–219. DOI 10.1257/app.20180369.
  8. Bloom, Nicholas, and John Van Reenen. “Measuring and Explaining Management Practices Across Firms and Countries.” The Quarterly Journal of Economics 122, no. 4 (2007): 1351–1408. DOI 10.1162/qjec.2007.122.4.1351.
  9. Bloom, Nicholas, Renata Lemos, Raffaella Sadun, Daniela Scur, and John Van Reenen. “The New Empirical Economics of Management.” Journal of the European Economic Association 12, no. 4 (2014): 835–876. DOI 10.1111/jeea.12094.