A few simple questions can reveal a great deal about a person's overall health and risk of illness or death. These questions might ask, for example, about smoking habits, seat belt usage when riding in a car, resting heart rate, blood pressure and consumption of alcoholic drinks each week.
Similarly, a few simple questions can reveal a lot about your financial health. If you save regularly, make all of your payments on time, pay off your entire credit card balance when due, maintain a healthy stock of safe and liquid assets, and never take on debts that put a heavy strain on your monthly income, you are very likely to be financially healthy and able to accumulate significant wealth. If you do none of those things, you are very likely to be financially unhealthy.
We created a "financial health scorecard" that consists of five questions that were asked of each of the 38,385 families who participated in the Federal Reserve's Survey of Consumer Finances (SCF) between 1992 and 2013:
How we scored the responses to these questions and the average number of points all respondents received on each question are in Table 1. The average total score for 1992-2013 was 3.01 out of a possible 5.
To investigate the predictive power of the scorecard for financial success, we split the SCF sample in each survey year into 48 unique group combinations, based on:
We then calculated the simple correlation coefficient between each group's average financial health score for 1992-2013 and the natural logarithm of the group's inflation-adjusted median net worth averaged across the eight waves. The resulting correlation was 0.67, indicating a very strong relationship between our measure of financial health and actual wealth. A scatterplot of the 48 data points, together with a trend line showing the underlying statistical association, is shown in Figure 1.
To translate this statistical relationship into descriptions of real people, Figure 1 and Table 2 highlight six of the demographically defined groups that fall close to the trend line. The three groups with financial health scores below 3 (approximately the overall average of all groups) also had median net worth levels below the average of the overall median of the eight SCF surveys, which was about $100,000 (the natural logarithm of which is about 11.5). The three highlighted groups with financial health scores over 3 all had median net worth levels above the overall median.
Several patterns emerged. The highlighted groups below the medians on both financial health scores and net worth were younger than 40 and non-white. The highlighted groups above the medians on both financial health scores and net worth were older than 62, and two of the three groups were non-Hispanic whites. The two groups with very high financial health scores and median wealth substantially above the overall median of $100,000 (groups 5 and 6) were non-Hispanic whites who were older than 62 with at least college degrees.
Perhaps surprisingly, educational attainment was not as strongly associated with financial health and wealth in this small sample as either age or race and ethnicity. Older families generally had greater financial health and wealth than younger and middle-aged families for any given race, ethnicity or level of educational attainment. This may be due to learning better financial habits over time, getting beyond the financial challenges of early and middle adulthood and the benefit of time in building a nest egg.
Meanwhile, non-Hispanic white and Asian families typically had greater financial health and wealth than Hispanic and African-American families for any given age or level of educational attainment. This may be due to differences in the economic and financial challenges each group faces and to systemic and historical differences in access to wealth-building institutions and policies, like mainstream financial institutions, employer-provided retirement plans and various types of saving incentives.
In summary, good financial health—as measured by our simple five-question scorecard—is highly correlated with the accumulation of wealth. To be sure, we cannot say which way causation runs: from financial health to wealth or vice versa.
Perhaps other factors are primarily responsible for the correlation, such as:
Whatever the causal mechanisms, our simple financial health scorecard provides a surprisingly accurate prediction of the median wealth of groups of families defined by their age, educational attainment, and race or ethnicity.
The Federal Reserve System will host its ninth biennial community development research conference April 2-3, 2015, in Washington, D.C. This unique event, titled "Economic Mobility: Research & Ideas on Strengthening Families, Communities & the Economy," aims to bridge the gaps between research, policy and practice on key issues facing the country. The conference will feature original, high-quality, emerging research from a range of disciplines that can inform and affect how policy is formed and how community practice is carried out.
Keynote speakers include Janet Yellen,Federal Reserve Board chair, and Joseph Stiglitz, Nobel Prize-winning economist. Community developers and practitioners, policymakers, lenders, the philanthropic community, researchers, the financial services sector, state and local economic development agency representatives, and students are encouraged to attend.
For more information and to register, visit www.stlouisfed.org.
Keep up with what’s new and noteworthy at the St. Louis Fed. Sign up now to have this free monthly e-newsletter emailed to you.
Fed in Print: An index of the economic research conducted by the Fed.