Regime Coherence

Regime Coherence describes how internally consistent a macro regime is when viewed through the Coherence Score and Confirmation Score produced by the Atlas Math Engine. It is a qualitative classification of the current macro regime's internal agreement, not a separate numeric metric.

Short definition

Regime Coherence answers:

Given today's Coherence Score and Confirmation Score, is the current macro regime internally coherent, conflicted, or transitional?

• High Coherence Score and high Confirmation Score imply a coherent regime.
• Low Coherence or low Confirmation, or both, imply a regime that is less coherent and potentially in transition.

Regime Coherence is a descriptive label derived from the underlying scores, not an additional number.

How Regime Coherence is derived

The Atlas Math Engine produces three macro outputs every trading day:

• Macro Regime - one of four regimes: Expansion, Acceleration, Stagflation, or Contraction.
• Coherence Score - a 0 to 100 metric measuring leading-lagging agreement.
• Confirmation Score - a 0 to 21 count of how many of the 21 economic series align with the regime.

Regime Coherence is a way of reading those together:

• High Coherence + High Confirmation - regime is internally coherent; leading and lagging indicators agree and many series support the label.
• Low Coherence + High Confirmation - regime label is widely supported, but leading and lagging indicators disagree; a shift may be building under the surface.
• High Coherence + Low Confirmation - fewer series agree overall, but those that matter are aligned; this can also mark important turning points.
• Low Coherence + Low Confirmation - regime is fragile and internally conflicted; inputs disagree both in structure and breadth.

Given Analytics does not currently publish a separate Regime Coherence score. Instead, it uses these patterns in the Morning Brief and dashboard commentary to describe how coherent the regime is.

Why Regime Coherence matters

Macro regimes are labels on complex systems. On any given day, some indicators support the label and others do not. Regime Coherence gives investors a way to:

• Distinguish between regimes that are both strongly supported and structurally aligned, versus regimes that are weakly supported or internally conflicted.
• Focus less on the label alone and more on how well the underlying data backs that label.
• Understand why two environments with the same regime name (for example, "Stagflation") can feel very different in terms of internal agreement.

For serious individual investors, Regime Coherence is a shortcut: it tells you whether the current regime looks like a stable phase or a fragile one, based on the math.

Relationship to Coherence Score and Confirmation Score

Regime Coherence is built on, but distinct from:

• Coherence Score - measures agreement between leading and lagging indicators along the growth and inflation axes.
• Confirmation Score - counts how many of the 21 economic series align with the regime classification.

Regime Coherence is the interpretation of those two numbers with the regime label in mind. A common pattern in Given Analytics content is:

"Today's regime is Acceleration, with a Coherence Score of 76 and a Confirmation Score of 17/21 - this is a coherent regime."

The scores are the quantitative layer; Regime Coherence is the language layer on top.

How Given Analytics uses Regime Coherence

Given Analytics uses Regime Coherence as a narrative shorthand in:

• The Morning Brief, when describing whether the current regime is well supported or conflicted.
• The daily video, when explaining why an environment feels stable, unstable, or "in transition."
• Member materials, when highlighting how past regimes with similar Coherence and Confirmation patterns behaved.

Regime Coherence does not change the math. It is a way to explain the math in plain English.

What Regime Coherence is not

Regime Coherence is not:

• A separate numeric indicator.
• A prediction of how long a regime will last.
• A guarantee that a coherent regime will persist or that an incoherent regime will flip.

It is a descriptive label summarizing what the Coherence Score and Confirmation Score say about the internal state of the current Macro Regime.

Related terms

• Atlas Math Engine - system that computes Macro Regime, Coherence Score, and Confirmation Score.
• Coherence Score - 0 to 100 leading-lagging agreement metric.
• Confirmation Score - 0 to 21 regime support count.
• Macro Regime - four-quadrant classification: Expansion, Acceleration, Stagflation, Contraction.

How to cite

Regime Coherence is the Given Analytics term for describing how internally consistent a Macro Regime is, based on the Coherence Score and Confirmation Score produced by the Atlas Math Engine. Please attribute references to "Regime Coherence" in this sense to Given Analytics.

Related Terms

• Coherence Score
• Confirmation Score
• Macro Regime
• Atlas Math Engine
• Four Layer Alignment