Should You Move for Lower Housing Costs or Stay for Higher Income?

Should You Move for Lower Housing Costs or Stay for Higher Income? For decades, the old adage was to move to a cheaper city and your paycheck will go further. Today’s housing market makes this less cut and dried. 

The national price‑to‑income ratio has climbed from roughly 3.5 in the mid‑1980s to about 5.0 by the mid‑2020s. Essentially, homes now cost close to half a year’s income more relative to what households earn. In coastal metros like Los Angeles, San Jose, and New York, price‑to‑income ratios sit in double digits, while many Midwest markets are still near three to four.

The real question is not which city is cheaper, but whether higher nominal salaries in expensive markets outweigh the purchasing power advantages of lower‑cost regions.

Key Takeaways

1. The national price‑to‑income ratio has risen from about 3.5 to roughly 5.0 since the mid‑1980s, as home prices have risen faster than typical household income.
2. The nominal savings paradox means high earners in expensive cities can accumulate more total dollars of savings, even if their savings rate is lower than that of workers in less expensive cities.
3. Regional Price Parities found that housing rent price levels vary far more across states than prices for most goods, with large gaps between high‑cost states like California and lower‑cost states like West Virginia or Mississippi.
4. The Foreign Earned Income Exclusion allows qualifying expats to exclude up to 130,000 dollars of foreign earned income in 2025 and 132,900 dollars in 2026, but it does not reduce the 15.3 percent self employment tax or apply to passive income.
5. The best move depends on income type. W‑2 remote workers often benefit most from international moves, self employed workers must carefully consider self employment tax, and passive income retirees usually gain more from moving between states than countries.

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1. The $100,000 Dollar Salary Illusion: Nominal Income vs Spatial Purchasing Power

A 100,000 dollar salary does not buy the same standard of living everywhere. In high‑cost metros, housing can consume so much of that income that little remains for savings. Adversely, the same salary in a lower‑cost city can support higher savings rates and greater financial flexibility.

Regional housing rent indices highlight this gap. Areas such as California and the District of Columbia have housing rent price levels far above the national average. On the other hand, states including West Virginia, Mississippi, Arkansas, and Iowa sit well below. In practical terms, the same nominal dollar can buy nearly three times as much shelter in some low‑cost states as in certain high‑cost states.

The affordability gap has also widened over time. In the mid‑1980s, the national median home price was roughly three and a half times median household income. By the mid‑2020s, multiple data sources place the national median existing home price in the low to mid 400,000 dollar range, while median household income is in the low 80,000 dollar range. That yields a ratio near five, reflecting faster growth in home prices than in typical earnings.

A. Extreme Urban Affordability Divergence

These ratios change consistently and by submarket, but the pattern is consistent. Coastal gateway metros combine higher incomes with much higher home prices. Secondary and interior markets offer lower incomes but far more attainable home price‑to‑income ratios.

B. The Limits of the 30 Percent Rule

The rule of thumb that housing costs should not exceed 30 percent of gross income is a useful starting point but can be misleading. Once progressive income taxes, payroll deductions, retirement contributions, and healthcare premiums are accounted for, a household allocating 30 percent of gross income to housing may actually be devoting 40 to 50 percent or more of net take‑home pay to shelter. That leaves less flexibility for savings and other obligations.

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2. The Nominal Savings Paradox: When Staying for High Income Wins

The nominal savings paradox describes situations where a high‑income worker in an expensive city accumulates greater total wealth than a lower‑income worker in a cheaper city, despite a lower savings rate. Over long horizons, dollar amounts saved matter more than the percentage of income saved.

A. Absolute Dollars vs Relative Percentages

Consider two professionals with similar discipline but different locations and salaries:

The high‑cost metro worker saves a smaller share of income, but more dollars each year. Over time, the extra 10,000 dollars of annual savings compounds into several hundred thousand dollars of additional wealth, assuming similar investment returns. This illustrates why percentage savings rates alone do not tell the whole story.

B. Career Agglomeration and Wage Trajectory

Large, high‑cost metros often provide denser job markets, frequent promotion opportunities, and faster wage growth. A software engineer in a coastal tech hub might start at 200,000 dollars and rise to $300,000+ within a decade. 

The same role in a smaller market may offer a lower ceiling. Such a combination of higher starting pay and steeper wage trajectories can, for some careers, outweigh the housing cost penalty over a full working life.

This does not mean everyone should stay in an expensive city. It does indicate that leaving a high‑growth metro too early, or accepting a large permanent pay cut for lower housing costs, can reduce lifetime earnings and long‑term net worth for certain high‑potential careers.

3. Calculating Your Spatial Deflator: Real Personal Income and RPP

Direct Answer: Real personal income adjusts nominal earnings by both taxes and regional price levels. It provides a clearer view of what a given salary actually buys in different locations. Regional Price Parities from the Bureau of Economic Analysis provide the key inputs for this calculation.

Regional Price Parities measure how local price levels compare to a national average of 100. An RPP of 110 means prices are about 10 percent higher than the national average. An RPP of 90 means prices are about 10 percent lower. The spread between high‑ and low‑RPP states is substantial enough to significantly change real purchasing power.

A. BEA RPP and Purchasing Power Benchmarks

These values are approximate and intended to illustrate relative differences. They illustrate how a 100,000 dollar salary has meaningfully different real value depending on location.

B. Real Disposable Income Equation

A simple way to incorporate both taxes and prices is:

Real disposable income = (Nominal income × (1 − effective tax rate)) ÷ (RPP ÷ 100)

Example:

• A remote worker earns 120,000 dollars in a high‑cost state with an RPP of 110.7 and an effective total tax rate of 25 percent.
• Real disposable income is about 120,000 × 0.75 ÷ 1.107, or roughly 81,000 dollars.
• If that worker keeps the same salary and tax rate but relocates to a lower‑RPP state at 87.8, real disposable income becomes 120,000 × 0.75 ÷ 0.878, or roughly 103,000 dollars.

This change represents a substantial increase in purchasing power without any nominal raise, driven purely by geography.

C. Remote Salary Adjustments

Remote workers often face geo‑adjusted pay when relocating. If an employer proposes a 10 percent salary reduction for a move to a lower‑cost state, the key question is whether the reduction in housing and overall RPP is substantial enough to offset the pay cut.

For example, a 10 percent pay cut from 120,000 to 108,000 dollars might still yield higher real disposable income if the move reduces housing costs by 30 to 40 percent and lowers overall RPP by 15 to 20 percent. Logic should be based on adjusted real disposable income, not nominal salary alone.

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4. Extreme Geo‑Arbitrage: Going International with the FEIE

For some W‑2 remote workers and certain self employed individuals, moving abroad can amplify geographic arbitrage by combining lower local living costs with the Foreign Earned Income Exclusion. However, self employment tax, passive income rules, and compliance overhead add important constraints.

The Foreign Earned Income Exclusion allows qualifying U.S. taxpayers to exclude a significant amount of foreign earned income from U.S. federal income tax each year. For 2025, the maximum exclusion is 130,000 dollars per qualifying person. For 2026, it rose to 132,900 dollars per person. Married couples where both spouses qualify can each claim the exclusion on their own foreign earned income.

A. Tax‑Sheltered Remote Living

In practice, a remote worker earning 130,000 dollars in qualifying foreign employment or self employment could potentially reduce their U.S. federal income tax on that earned income to zero, assuming they meet all requirements. When combined with a move to a city where housing and non-tradable services are significantly cheaper than in U.S. metros, the net improvement in cash flow can be large.

However, the Foreign Earned Income Exclusion remains compared to other countries’ tax income. Local tax systems, social insurance contributions, and housing markets vary widely. Expats rely on tax treaties and foreign tax credits to avoid double taxation, which adds complexity.

B. Qualification Requirements and Housing Exclusion

Key qualification paths include:

• Physical Presence Test: Spending at least 330 full days in foreign countries during any consecutive 12 month period.
• Bona Fide Residence Test: Establishing residence in a foreign country for an entire calendar year and demonstrating strong ties there.
• Foreign Housing Exclusion: In some cases, additional amounts can be excluded for qualifying housing costs above a base amount, which is slightly above 20,000 dollars for the mid 2020s and adjusted annually.

C. Critical Caveats

The Foreign Earned Income Exclusion does not reduce the 15.3 percent U.S. self employment tax on net earnings from self employment. A freelancer with 130,000 dollars of net profit abroad may owe nearly 20,000 dollars per year in self employment tax even if regular federal income tax on that income is eliminated.

The exclusion also does not apply to passive income. Dividends, interest, capital gains, rental income, pensions, and annuities remain subject to U.S. tax, although foreign tax credits can offset part of the liability. For investors and retirees living primarily on passive income, the Foreign Earned Income Exclusion offers little benefit.

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5. Four Strategic Scenarios: A Relocation Decision Framework

Direct Answer: The right relocation strategy depends heavily on income type, housing burden, and wage trajectory. There is no universal answer. Instead, households should match their profile to the scenario that best fits their constraints and goals.

A. Scenario 1: High Income, Controlled Housing Burden → Stay and Accumulate

Conditions:

• Housing consumes less than roughly 30 percent of disposable cash flow.
• Career trajectory in a high cost metro offers strong wage growth and promotion prospects.

Strategy:

• Focus on maximizing nominal dollar savings. A nominal savings paradox suggests that high absolute savings in a high‑cost city can still lead to significant wealth accumulation, even if local living costs are high.
• Control lifestyle creep and allocate the income advantage to retirement accounts, taxable investments, and debt reduction.

B. Scenario 2: Moderate Income, Severe Housing Burden → Move Domestically

Conditions:

• Price‑to‑income ratio exceeds about 8.5 in the local market.
• Housing costs consume more than 40 to 45 percent of net disposable income.
• Wage trajectory is modest and does not compensate for high housing costs.

Strategy:

• Move to secondary hubs or value markets where price‑to‑income ratios are closer to 3 to 4.
• Preserve or slightly reduce nominal income while reducing housing costs substantially.
• Use the resulting cash flow improvement to build an emergency fund, pay down debt, and increase long‑term savings.

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C. Scenario 3: High Remote Income, Modest Geo‑Adjustment → Execute Domestic Arbitrage

Conditions:

• Ability to keep most or all of a high remote salary when moving from a high‑RPP state to a low‑RPP state.
• Employers apply only modest geo‑adjustments or none at all.

Strategy:

• Maximize the spread between unchanged or slightly reduced income and significantly lower housing and regional price levels.
• Use Real Disposable Income calculations to confirm that post‑move purchasing power rises even if nominal salary changes slightly.

D. Scenario 4: Fully Remote, Global Mobility → Execute International Arbitrage

Conditions:

• Work can be performed from abroad without legal or contractual issues.
• Households can meet Foreign Earned Income Exclusion tests consistently.
• Willingness to manage foreign residency, healthcare, schooling, and compliance.

Strategy:

• Combine lower foreign housing and service costs with the Foreign Earned Income Exclusion on earned income.
• Plan carefully around self employment tax, passive income taxation, and reporting obligations such as FBAR and FATCA.
• Implement the plan against currency swings and potential policy changes in both the United States and the host country.

Conclusion and Actionable Next Steps

The decision to move for lower housing costs or stay for higher income isn’t about which option is universally better, it’s about which aligns with your income type, career trajectory, and long-term wealth goals. High-earning W-2 workers benefit most from international moves via the FEIE. Self-employed earners save on income tax despite owing SE tax. Passive-income investors should move states, not countries.

Ready to optimize your housing costs without sacrificing financial growth? Connect with top-rated local real estate professionals across affordable value markets on HOMEiA. Download the HOMEiA Spatial Purchasing Power Calculator to model your personalized net arbitrage yield.

FAQs About Should You Move for Lower Housing Costs or Stay for Higher Income?

1. Should I move to a lower‑cost city if I have to take a salary cut?

This depends on how the move affects your net dollar savings, not only your percentage savings rate. If a 10 percent pay cut reduces your housing expenses by 30 to 40 percent and lowers overall cost of living, your real disposable income may still increase. However, if the salary cut reduces the actual dollars you can save each year, your long‑term wealth accumulation may slow, even if day‑to‑day life feels cheaper.

2. What is the nominal savings paradox in geographic moves?

The nominal savings paradox occurs when a high‑income worker in an expensive city accumulates more total savings than a lower‑income worker in a frugal city, despite having a lower savings rate. Over long periods, the absolute dollar amount you invest matters more than the percentage savings rate alone. This is why some high earners in costly metros still end up with larger portfolios than peers in lower‑cost regions.

3. Can I use the Foreign Earned Income Exclusion on stock dividends or rental income?

No. The Foreign Earned Income Exclusion applies only to earned income including wages, salaries, and self employment income. It does not cover passive income like stock dividends, bond interest, capital gains, rental income, pensions, or annuities. Those income types remain subject to U.S. tax, although foreign tax credits may offset some of the liability if you pay tax on them in another country.

4. How do Regional Price Parities affect my move decision?

Regional Price Parities show how local prices compare to the national average and help translate a nominal salary into real purchasing power. A move from a high RPP state like California to a lower RPP one such as Mississippi or West Virginia can effectively increase the real value of a 100,000 dollar salary by tens of thousands of dollars without a raise.

5. Does the Foreign Earned Income Exclusion eliminate all my U.S. tax if I move abroad?

No. The Foreign Earned Income Exclusion can shield up to 130,000 dollars of qualifying foreign earned income in 2025 and 132,900 dollars in 2026 from U.S. federal income tax, but it does not reduce the 15.3 percent self employment tax on net self employment earnings. It also does not apply to passive income like dividends, interest, capital gains, rental income, or pensions, which remain taxable in the United States even when you live overseas.