Productivity is Working Smarter, Not Harder

Inspired by Danielle Wood's economic framework: dissect living standards growth through Total Factor Productivity (TFP), technology diffusion, capital deepening, and market dynamism.

Factor Levers Cobb-Douglas Y=A·K^α·(hL)^1-α

Total Factor Productivity (A) 1.35x

Technology diffusion, organizational efficiency, trust, and business dynamism.

Capital Intensity (k = K/L) $95k/worker

Machinery, compute, clean energy grids, software, and physical tools per worker.

Human Capital & Skills (h) 1.25

Education quality, analytical training, worker health, and managerial ability.

Market Dynamism vs Frictions Low Frictional Drag

Barriers to reallocation, non-compete clauses, occupational licensing, and red tape.

Workforce Strategy 38 hrs / Smart Focus

Extra hours produce rapid diminishing returns and fatigue without boosting TFP.

“Productivity isn't about working longer hours. It's about finding better ways to do things, adopting superior tools, and shifting workers and capital to frontier firms.”

— Danielle Wood, Productivity Commission

Labor Productivity (Y/Hour) $64.20 +28.4% vs benchmark

Output per Worker (Annual) $122.0k Healthy living standards

Multifactor Contribution 52.4% Innovation driver

Living Standards Index 138.2 High Real Wages

Solow Production Frontier: Capital Intensity vs Labor Productivity

Your Economy Frontier Stagnant Baseline Operating Point

← Low Capital per Worker Click or drag directly on the canvas to relocate your operating point High Capital Deepening →

Growth Accounting Decomposition +3.4% p.a.

Proportion of hourly output gains driven by factor inputs:

■ TFP (52%) ■ Capital (28%) ■ Skills (20%)

Firm Productivity Distribution (Frontier vs Laggards) Friction Drag: 20%

Laggard Firms (Low Output) Median Frontier Innovators

Why Danielle Wood Says Productivity Needs a Rebrand

Too often, "productivity" is misunderstood as a command for employees to skip breaks, endure harsher shifts, and work themselves to exhaustion. In modern economics, that is actually counter-productive.

True productivity is Total Factor Productivity: giving nurses and doctors better diagnostic software, equipping builders with modular prefabrication, eliminating uncompetitive cartels, and letting high-performing firms hire the talent they need.

The Solow Growth Accounting Engine

This engine applies the standard macroeconomic Cobb-Douglas production function with diminishing marginal returns to raw capital and labor:

Y/L = A × (K/L)^α × h^1-α × fatigue_discount

When capital elasticity α = 0.35, simply adding raw hours causes steep fatigue and zero TFP expansion. Raising A (innovation & reallocation) shifts the entire frontier upward.

How does reducing market friction boost productivity?

Productivity commissions globally find that a huge portion of national productivity growth comes not from average firms getting slightly faster, but from dynamic reallocation: capital and labor moving from inefficient, uncompetitive companies to frontier firms. When non-compete clauses, zoning bottlenecks, and protective red tape trap resources in dying sectors, aggregate living standards stagnate.

What is the "Sweatshop Fallacy"?

Working 55 or 60 hours per week increases nominal raw hours, but output per hour declines sharply due to cognitive fatigue, errors, and burnout. Without capital investment and organizational innovation, long hours lead to stagnant real wages and depleted health.

How are these calculations generated?

All calculations, Solow curves, and firm distributions are computed dynamically in your browser without external APIs or servers. The resulting ledger can be exported as a full JSON policy document.