How Can You Calculate The Hidden Employment Rate

Calculate the true employment rate by accounting for discouraged workers and underemployed individuals

Understanding the Hidden Employment Rate

The hidden employment rate (also called the “true unemployment rate” or “underemployment rate”) provides a more accurate picture of labor market health than the official unemployment rate. While the standard unemployment rate only counts people actively seeking work, the hidden rate includes:

• Discouraged workers – People who want jobs but have stopped looking
• Marginally attached workers – Those who want work but haven’t searched recently
• Underemployed workers – Part-time workers who want full-time employment

According to the U.S. Bureau of Labor Statistics (BLS), these groups can add 2-5 percentage points to the official unemployment rate during economic downturns.

Why the Official Unemployment Rate Understates Labor Market Problems

The standard unemployment rate (U-3) has several limitations:

1. Excludes discouraged workers – If someone stops looking for work, they’re no longer counted as unemployed
2. Ignores underemployment – Part-time workers who want full-time jobs are considered “employed”
3. Seasonal adjustments – Can mask true economic conditions during volatile periods
4. Definition changes – Methodological changes over time can affect comparability

Comparison of Unemployment Measures (U.S. Data, 2023)

Measure	Definition	Typical Value	Includes
U-3 (Official)	Total unemployed as % of labor force	3.5-4.0%	Actively seeking work
U-4	U-3 + discouraged workers	3.8-4.5%	Discouraged workers
U-5	U-4 + other marginally attached	4.2-5.0%	All marginally attached
U-6 (Hidden Rate)	U-5 + part-time for economic reasons	7.0-8.5%	Underemployed workers

Step-by-Step Calculation Method

1. Gather Required Data

You’ll need these statistics (typically available from national statistical agencies):

• Official unemployment rate (U-3)
• Total labor force size
• Number of discouraged workers
• Number of marginally attached workers
• Number of part-time workers for economic reasons

2. Calculate the Expanded Labor Force

Add discouraged and marginally attached workers to the official labor force:

Expanded Labor Force = Official Labor Force + Discouraged Workers + Marginally Attached Workers

3. Calculate Total Underutilized Workers

Add officially unemployed, discouraged, marginally attached, and underemployed workers:

Total Underutilized = Officially Unemployed + Discouraged + Marginally Attached + Part-time for Economic Reasons

4. Compute the Hidden Employment Rate

Divide total underutilized workers by the expanded labor force:

Hidden Rate = (Total Underutilized / Expanded Labor Force) × 100

Real-World Examples and Case Studies

United States (2023 Data)

U.S. Hidden Employment Calculation (Q2 2023)

Metric	Value (millions)	Source
Official Labor Force	161.5	BLS
Officially Unemployed	6.0	BLS
Discouraged Workers	0.4	BLS
Marginally Attached	1.5	BLS
Part-time for Economic Reasons	4.1	BLS
Expanded Labor Force	163.4	Calculated
Total Underutilized	12.0	Calculated
Hidden Employment Rate	7.3%	Calculated

European Union Comparison

According to Eurostat, EU hidden employment rates typically run 2-3 percentage points higher than official rates due to:

• More generous social safety nets (leading to more marginally attached workers)
• Higher incidence of part-time work in Southern Europe
• Youth unemployment challenges in several member states

Policy Implications of Hidden Employment

Understanding the hidden employment rate helps policymakers:

1. Design better training programs – Targeting skills gaps for underemployed workers
2. Adjust monetary policy – The Federal Reserve considers U-6 when setting interest rates
3. Improve labor market programs – Helping discouraged workers re-enter the job market
4. Address structural issues – Like regional employment disparities

A 2021 Federal Reserve study found that during the COVID-19 recovery, the hidden employment rate remained elevated even as the official rate dropped, indicating persistent labor market slack.

Common Mistakes in Calculating Hidden Employment

Avoid these pitfalls when computing hidden employment rates:

• Double-counting workers – Ensure marginal workers aren’t counted in multiple categories
• Ignoring seasonal factors – Some underemployment is seasonal (e.g., retail workers)
• Using inconsistent data sources – Mixing monthly and annual data can cause errors
• Overlooking definition changes – Countries may define “discouraged” differently
• Neglecting part-time trends – The rise of gig work complicates underemployment measurement

Advanced Techniques for Labor Economists

For more sophisticated analysis:

Time Series Analysis

Track hidden employment rates over time to identify:

• Structural breaks (e.g., after financial crises)
• Cyclical patterns (procyclical vs. countercyclical components)
• Long-term trends (like the decline in manufacturing jobs)

Demographic Breakdowns

Calculate hidden rates by:

• Age groups (youth vs. prime-age vs. older workers)
• Education levels
• Geographic regions
• Industry sectors

International Comparisons

When comparing countries:

• Adjust for different labor force definitions
• Account for informal employment (common in developing economies)
• Consider cultural differences in work expectations

Tools and Data Sources

Recommended resources for calculating hidden employment rates:

United States

• BLS Current Population Survey tables – Monthly data on all unemployment measures
• FRED Economic Data – Historical time series for U-3 through U-6

International

• OECD Statistics – Harmonized unemployment data across countries
• World Bank Data – Labor market indicators for developing economies

Academic Research

• NBER Working Papers – Cutting-edge labor economics research
• IZA Institute of Labor Economics – Global labor market studies