Government unemployment statistics are misleading because they count anyone working even one hour a week as 'employed.' A more accurate measure reveals that nearly a quarter of American workers are functionally unemployed, meaning they work for poverty-level wages or can't find full-time work despite wanting it.

Senator Warren highlights a critical omission in standard economic calculations: the cost of servicing debt. Expenses like credit card interest and student loan payments are often left out, meaning official data doesn't capture the full financial pressure American families are facing.

Due to budget and staffing cuts at the Bureau of Labor Statistics, more than 33% of the Consumer Price Index is now estimated rather than directly surveyed. This significant increase in imputation questions the reliability of a key metric for economic policy.

The CPI averages costs across 80,000 items, many of which are non-essentials or luxury goods. This method masks the true, higher inflation rate on basic necessities. For example, while the CPI showed a 72% cost increase over two decades, the actual cost of essentials like housing, food, and healthcare rose by a much larger 97%.

Despite official CPI averaging under 2% from 2010-2020, the actual cost of major assets like homes and stocks exploded. This disconnect shows that government inflation data fails to reflect the reality of eroding purchasing power, which is a key driver of public frustration.

Official median wage data only tracks full-time employees, completely removing laid-off, low-wage workers from the calculation. This creates a distorted reality where median wages can appear to rise during economic downturns, as seen during the COVID-19 pandemic, precisely because the lowest earners have lost their jobs and their data is deleted.

Headline GDP figures can be misleading in an environment of high immigration and inflation. Metrics like per-capita energy consumption or the number of labor hours needed to afford goods provide a more accurate picture of individual well-being, revealing that many feel poorer despite positive official growth numbers.

According to economist Robert Solow, the issue with metrics like GDP isn't mismeasurement, but a deliberate choice to exclude factors like natural resource depletion. The system is flawed because we have decided not to measure certain things, which creates a distorted view of economic health.

The BLS assumed 0% October inflation for 88% of the CPI basket due to the government shutdown. This creates a false signal of rapidly cooling inflation and will distort year-over-year data for the next 12 months, rendering the report effectively "junk."