Understanding Inequality Data: The Measurement Problem and What’s Left Out
The first item you should be mindful of when studying income inequality is that studies often exaggerate disparities due to flawed measurement methods. The two main data sources—tax records and household surveys—both have limitations. Tax records accurately capture high earners but miss low-income individuals who do not file taxes, while household surveys underreport high earners’ actual income, distorting inequality estimates. Additionally, many studies ignore government transfers like Social Security, Medicaid, the Earned Income Tax Credit (EITC), and more, which reduce inequality significantly. Readers should be mindful of these measurement problems and government transfers to avoid being misled by incomplete or exaggerated inequality narratives.Debunking the Myth: Why It’s Factually Incorrect to Say the Poor Are Getting Poorer
A major reason why income inequality appears to have increased is not just that the rich are earning more, but because of significant cultural shifts in household size and marriage patterns, which affect how inequality is measured. In the past, larger households with multiple earners helped balance income differences, while today, fewer people are getting married, more people live alone, and single-parent households have increased. As a result, more households rely on a single income instead of combining earnings, making household income appear lower even if individual wages have remained stable, as shown in Figure 5: Household by Size in the U.S. (1970–2015).Additionally, high-income earners are increasingly marrying each other (a trend known as assortative mating), while lower-income individuals are more likely to remain single or marry others with lower earnings. This concentrates wealth within high-earning couples and makes household-level inequality seem larger than it actually is. If household size is one of the primary ways we measure inequality, then naturally, the data will make it look like inequality has skyrocketed, when in reality, changes in household structure are being reflected. It’s not always as simple as saying “the rich are just earning more.” To truly understand inequality, we have to look at how the data is measured and what societal changes are influencing those numbers, rather than assuming the gap between rich and poor is growing purely because of differences in wages.
Punishing the Wealthy Won’t Fix Inequality—Expanding Economic Opportunity Will
If education and skill level are the main drivers of income inequality, then the solution should focus on expanding opportunities rather than punishing success through forced redistribution. The “rich getting richer while the poor get poorer” narrative, fueled by reports like “Takers Not Makers,” oversimplifies inequality and promotes resentment-based policies rather than real solutions. As the Mercatus working paper shows, inequality is often misrepresented, with high earners seeing faster wage growth due to education and skill differences—not because the poor are getting poorer. Policies that vilify high earners through heavy taxation and redistribution fail to address the root causes of inequality and often do more harm than good.The real solution lies in private-sector opportunities rather than government intervention. A free-market approach to economic mobility emphasizes developing skills and education without government dependence because self-sufficiency, not redistribution, leads to lasting prosperity. Government programs create dependency, while market-driven solutions empower individuals to increase their earning potential through opportunity and effort. While businesses, charities, and trade schools already offer education and workforce development, the cost of expanding these programs remains a barrier. Creating the right incentives—such as reducing regulatory burdens and tax incentives—makes it easier and more cost-effective for businesses to expand skill-based training and tuition assistance programs. Instead of focusing on redistribution, we must prioritize policies that encourage private investment in workforce development, giving low earners the tools to gain skills, move up the income ladder, and narrow the inequality gap.
Inequality isn’t about preventing the rich from getting richer—it’s about ensuring that all workers, regardless of income level, have the opportunity to thrive. When policies are shaped by resentment rather than opportunity, they hinder progress instead of helping those in need. Instead of focusing on higher taxation and government redistribution, the priority should be on empowering individuals to gain the skills necessary to compete in a changing economy. The goal is not to tear down the wealthy, but to lift up those at the bottom by fostering a system that rewards hard work, skill-building, and economic opportunity for all.