E0194: Productivity Slowdown Diagnosis Framework

Quality / Updated / COI

Quality

Reviewed

Updated

02/14/2026

Source

Citations & Trust

COI

none

TL;DR

Productivity Slowdown Diagnosis Framework guides teams to evaluate diagnosing drivers of productivity slowdowns using TFP growth, capital deepening, R and D intensity and investment rate, diffusion lag, skills availability, keeping short-term cost versus long-term growth trade offs visible and repeatable. It creates a concise decision record.

Applicability

Apply this when leaders must decide despite uncertainty in investment rate, diffusion lag, skills availability. It sets shared definitions for TFP growth, capital deepening, R and D intensity and clarifies how short-term cost versus long-term growth priorities will be weighted.

Steps

1. Confirm scope and horizon; lock metric definitions for TFP growth, capital deepening, R and D intensity so comparisons are consistent.
2. Collect and normalize investment rate, diffusion lag, skills availability; document ownership and refresh cadence.
3. Run scenarios to see when short-term cost versus long-term growth flips; record thresholds and triggers.
4. Select the preferred option, list constraints and approvals, and document the decision logic.
5. Define monitoring cadence, owners, and review triggers to keep the decision current.

Template

Template: Objective; Scope and horizon; Success metrics (TFP growth, capital deepening, R and D intensity); Key assumptions (investment rate, diffusion lag, skills availability); Options A/B/C; Scenario ranges; Trade off summary (short-term cost versus long-term growth); Risks and mitigations; Decision criteria; Recommendation; Owner and timeline; Review triggers.

Pitfalls

• Misconception: assuming TFP growth, capital deepening, R and D intensity alone prove success without validating investment rate, diffusion lag, skills availability leads to false confidence.
• Treating short-term cost versus long-term growth as fixed ignores context shifts and causes later reversals.
• If investment rate, diffusion lag, skills availability are stale or unaudited, the decision will fail governance checks.

Case

Case: Analysts compared capital incentives with training policy. The team aligned on TFP growth, capital deepening, R and D intensity, validated investment rate, diffusion lag, skills availability, and documented how short-term cost versus long-term growth shaped the choice. They set review checkpoints to avoid reopening the debate.

Citations & Trust

• The Economy (CORE Econ)