Every month, two major reports offer a window into the U.S. job market: the ADP Private Payrolls Report and the Non-Farm Payrolls (NFP) Report from the Bureau of Labor Statistics (BLS). Both reports are closely watched by investors, economists, and policymakers, but they are often misunderstood — and sometimes show very different results.
Understanding the differences in how these reports are produced, what they measure, and how they're used can help you better interpret the state of employment in the U.S.
🔹 What Is the ADP Report?
The ADP report is published monthly by ADP, one of the largest payroll processors in the U.S., in partnership with the Stanford Digital Economy Lab.
➤ What it measures:
- Private-sector employment only (excludes government jobs).
- Job gains and losses, broken down by industry and company size.
➤ How it’s calculated:
- Based on actual payroll data from over 25 million U.S. employees.
- Adjusted using a proprietary model to estimate broader hiring trends across the private economy.
- Typically released two days before the NFP report.
➤ Strengths:
- Real-time payroll insights.
- Especially useful for tracking trends by business size (small, mid-size, large).
🏛️ What Is the Non-Farm Payrolls (NFP) Report?
The NFP is part of the monthly Employment Situation Report issued by the Bureau of Labor Statistics, a federal agency.
➤ What it measures:
- Total U.S. employment excluding:
- Farm workers
- Military personnel
- Private household workers
- Nonprofit volunteers
- Includes both private and public sector jobs.
➤ How it’s calculated:
- Based on two surveys:
- The Establishment Survey, which collects data from ~122,000 businesses.
- The Household Survey, which captures unemployment rates and labor force participation from ~60,000 households.
- Includes seasonal adjustments and modeling for business births and deaths.
- Released on the first Friday of each month.
➤ Strengths:
- Broader view of employment, including government jobs.
- Offers more details on wages, hours worked, and demographics.
⚖️ Key Differences at a Glance
Feature | ADP Private Payrolls | Non-Farm Payrolls (NFP) |
Publisher | ADP + Stanford | Bureau of Labor Statistics |
Sector Coverage | Private-sector only | Private + government |
Data Source | Real payroll transactions | Employer + household surveys |
Modeling | Proprietary estimation model | Public, formula-driven models |
Release Schedule | 2 days before NFP | First Friday each month |
Wages & Hours Data | Not included | Included |
Use in Policy | Market-relevant | Heavily used by Fed & agencies |
🧠 Why the Results Often Differ
Despite covering similar ground, the ADP and NFP reports often show significantly different numbers. That’s because:
- They’re using different data sources and methodologies.
- ADP reflects real payroll payments, while NFP uses survey data and statistical modeling.
- The timing of data collection can also differ slightly.
One isn’t necessarily more “right” than the other. Each report captures a different slice of the employment picture, and sometimes those slices don’t line up perfectly.
🔍 So, Which One Should You Trust?
The reality is: neither report tells the full story alone.
While the NFP is often seen as the “official” measure, it’s not immune to errors or major revisions. On the other hand, ADP offers timely insights based on real payroll data, but it doesn’t include the public sector and uses a model that is not publicly disclosed.
Taken together, these reports provide a more complete view of the labor market — especially when they agree or diverge in meaningful ways.
📌 Final Thought
The ADP and Non-Farm Payrolls reports both aim to answer the same big question: Are we adding or losing jobs in America? But they go about it in very different ways.
Understanding their differences helps you interpret economic headlines more accurately and form a clearer picture of where the labor market — and the broader economy — may be heading.