Multinomial Logistic Regression of Property Ownership 2019 Survey of Consumer Finances_
| Variable | None (Base) Versus One | One (Base) Versus Multiple | None (Base) Versus Multiple | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. | S.E. | p | RRR | Coef. | S.E. | p | RRR | Coef. | S.E. | p | RRR | |
| No | 0.36 | 0.27 | 0.001 | 1.43 | 0.53 | .05 | 0.002 | 1.7 | 0.89 | 0.04 | <0.001 | 2.44 |
| High | 0.81 | 0.02 | <0.001 | 2.25 | −0.66 | .02 | <0.001 | 0.52 | 0.15 | 0.03 | 0.015 | 1.16 |
| Medium | 1.01 | 0.02 | <0.001 | 2.75 | −0.19 | 0.03 | 0.008 | 0.83 | 0.82 | 0.02 | <0.001 | 2.27 |
| Low | 1.42 | 0.01 | <0.001 | 4.17 | −0.6 | 0.03 | <0.001 | 0.55 | 0.82 | 0.02 | <0.001 | 2.27 |
| 100% Staying | 2.55 | 0.01 | <0.001 | 12.94 | −0.5 | 0.02 | <0.001 | 0.61 | 2.05 | 0.00 | <0.001 | 7.77 |
| Medium | 0.19 | 0.00 | 0.001 | 1.21 | 0.28 | 0.01 | <0.001 | 1.32 | 0.47 | 0.01 | <0.001 | 1.60 |
| High | 0.09 | 0.00 | <0.001 | 1.09 | 0.37 | 0.00 | <0.001 | 1.45 | 0.46 | 0.00 | <0.001 | 1.58 |
| 0.06 | 0.00 | <0.001 | 1.06 | 0.02 | 0.00 | <0.001 | 1.02 | 0.08 | 0.00 | <0.001 | 1.08 | |
| 0.04 | 0.00 | <0.001 | 1.04 | −0.02 | 0.00 | 0.001 | 0.98 | 0.02 | 0.00 | 0.001 | 1.02 | |
| 0.37 | 0.00 | <0.001 | 1.45 | 0.62 | 0.02 | <0.001 | 1.86 | 0.99 | 0.02 | <0.001 | 2.69 | |
| Low | −0.08 | 0.01 | 0.003 | 0.92 | 0.72 | 0.01 | <0.001 | 2.05 | 0.64 | 0.01 | <0.001 | 1.90 |
| Medium | 0.02 | 0.01 | 0.130 | 1.02 | 0.83 | 0.00 | <0.001 | 2.29 | 0.85 | 0.01 | <0.001 | 2.34 |
| High | 0.20 | 0.00 | <0.001 | 1.22 | 0.91 | 0.01 | <0.001 | 2.48 | 1.11 | 0.02 | <0.001 | 3.03 |
| High School | 0.29 | 0.01 | <0.001 | 1.34 | −0.27 | 0.02 | <0.001 | 0.76 | 0.02 | 0.01 | 0.195 | 1.02 |
| Some College | 0.29 | 0.00 | <0.001 | 1.34 | −0.28 | 0.01 | <0.001 | 0.76 | 0.005 | 0.01 | 0.656 | 1.01 |
| Bachelor’s | 0.56 | 0.00 | <0.001 | 1.75 | −0.19 | 0.02 | 0.002 | 0.83 | 0.38 | 0.02 | <0.001 | 1.46 |
| Female | −0.13 | 0.00 | <0.001 | 0.88 | 0.16 | 0.01 | <0.001 | 1.17 | 0.03 | 0.01 | 0.092 | 1.03 |
| Black | −0.79 | 0.00 | <0.001 | 0.45 | −0.03 | 0.02 | 0.260 | 0.97 | −0.82 | 0.02 | <0.001 | 0.44 |
| Hispanic | −0.76 | 0.01 | <0.001 | 0.47 | 0.28 | 0.01 | <0.001 | 1.32 | −0.48 | 0.01 | <0.001 | 0.62 |
| Other | −0.81 | 0.01 | <0.001 | 0.44 | 0.18 | 0.01 | 0.002 | 1.2 | −0.63 | 0.02 | <0.001 | 0.53 |
| 0.04 | 0.00 | <0.001 | 1.04 | 0.02 | 0.00 | <0.001 | 1.02 | 0.06 | 0.00 | <0.001 | 1.06 | |
| Partner | −0.72 | 0.00 | <0.001 | 0.49 | −0.27 | 0.02 | 0.001 | 0.76 | −0.99 | 0.18 | <0.001 | 0.37 |
| Single Female | −0.86 | 0.00 | <0.001 | 0.42 | −0.54 | 0.01 | <0.001 | 0.58 | −1.39 | 0.15 | <0.001 | 0.25 |
| Single Male | −0.95 | 0.00 | <0.001 | 0.39 | −0.13 | 0.01 | <0.001 | 0.88 | −1.08 | 0.15 | <0.001 | 0.34 |
| 1 kid | 0.51 | 0.00 | <0.001 | 1.67 | −0.16 | 0.01 | <0.001 | 0.85 | 0.35 | 0.01 | <0.001 | 1.42 |
| 2 kids | 0.41 | 0.00 | <0.001 | 1.51 | −0.13 | 0.00 | <0.001 | 0.88 | 0.28 | 0.01 | <0.001 | 1.32 |
| 3 or more | 0.27 | 0.00 | <0.001 | 1.31 | −0.1 | 0.01 | 0.002 | 0.9 | 0.17 | 0.01 | <0.001 | 1.19 |
| Normal | −0.02 | 0.01 | 0.166 | 0.98 | −0.17 | 0.01 | <0.001 | 0.84 | −0.18 | 0.01 | <0.001 | 0.84 |
| High | −0.19 | 0.01 | 0.001 | 0.83 | 0.02 | 0.02 | 0.271 | 1.02 | −0.16 | 0.02 | 0.002 | 0.85 |
| Intercept | −7.94 | 0.02 | <0.001 | − | −10.4 | 0.25 | <0.001 | − | −18.3 | 0.26 | <0.001 | - |
| F 58, 175.9 | ||||||||||||
| p < .001 | ||||||||||||
Multinomial Logistic Regression of Property Ownership 2022 Survey of Consumer Finances_
| Variable | None (Base) Versus One | One (Base) Versus Multiple | None (Base) Versus Multiple | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. | S.E. | p | RRR | Coef. | S.E. | p | RRR | Coef. | S.E. | p | RRR | |
| No | 0.35 | 0.02 | 0.001 | 1.41 | 0.44 | 0.03 | 0.001 | 1.55 | 0.79 | 0.04 | <0.001 | 2.20 |
| High | 0.06 | 0.02 | 0.06 | 1.06 | 0.49 | 0.11 | 0.021 | 1.62 | 0.55 | 0.11 | 0.017 | 1.73 |
| Medium | 0.69 | 0.03 | <0.001 | 2.00 | 0.37 | 0.17 | 0.117 | 1.42 | 1.06 | 0.15 | 0.006 | 2.85 |
| Low | 1.52 | 0.01 | <0.001 | 4.56 | 0.23 | 0.13 | 0.175 | 1.25 | 1.75 | 0.13 | 0.001 | 5.69 |
| 100% Staying | 2.2 | 0.01 | <0.001 | 8.97 | 0.21 | 0.14 | 0.236 | 1.22 | 2.4 | 0.13 | <0.001 | 10.92 |
| Medium | 0.43 | 0.003 | <0.001 | 1.54 | 0.12 | 0.01 | 0.003 | 1.13 | 0.55 | 0.02 | <0.001 | 1.74 |
| High | 0.43 | 0.01 | <0.001 | 1.54 | 0.39 | 0.02 | <0.001 | 1.48 | 0.82 | 0.03 | <0.001 | 2.27 |
| 0.05 | 0.003 | 0.001 | 1.05 | 0.07 | 0.01 | 0.006 | 1.07 | 0.11 | 0.01 | 0.001 | 1.12 | |
| 0.003 | 0.001 | 0.163 | 1 | −0.01 | 0.003 | 0.061 | 0.99 | −0.01 | 0.004 | 0.197 | 0.99 | |
| 0.2 | 0.01 | <0.001 | 1.22 | 0.54 | 0.01 | <0.001 | 1.73 | 0.74 | 0.02 | <0.001 | 2.1 | |
| Low | 0.21 | 0.02 | 0.001 | 1.24 | 0.5 | 0.04 | 0.001 | 1.64 | 0.71 | 0.05 | 0.001 | 2.04 |
| Medium | 0.58 | 0.02 | <0.001 | 1.8 | 0.67 | 0.02 | <0.001 | 1.95 | 1.25 | 0.02 | <0.001 | 3.51 |
| High | 0.92 | 0.02 | <0.001 | 2.51 | 0.78 | 0.03 | <0.001 | 2.17 | 1.69 | 0.03 | <0.001 | 5.45 |
| High School | 0.24 | 0.02 | <0.001 | 1.27 | 0.39 | 0.04 | <0.001 | 1.47 | 0.63 | 0.04 | <0.001 | 1.87 |
| Some College | 0.28 | 0.03 | <0.001 | 1.32 | 0.46 | 0.03 | 0.002 | 1.58 | 0.75 | 0.03 | <0.001 | 2.09 |
| Bachelor’s | 0.42 | 0.03 | <0.001 | 1.52 | 0.47 | 0.01 | 0.385 | 1.6 | 0.89 | 0.01 | <0.001 | 2.42 |
| Female | 0.09 | 0.01 | 0.008 | 1.09 | 0.23 | 0.03 | 0.003 | 1.26 | 0.32 | 0.01 | 0.092 | 1.38 |
| Black | −0.68 | 0.04 | 0.001 | 0.51 | 0.11 | 0.02 | 0.014 | 1.11 | −0.57 | 0.04 | 0.001 | 0.56 |
| Hispanic | −0.56 | 0.02 | <0.001 | 0.57 | −0.07 | 0.08 | 0.471 | 0.94 | −0.63 | 0.07 | 0.003 | 0.54 |
| Other | −0.36 | 0.02 | 0.001 | 0.7 | 0.15 | 0.03 | 0.019 | 1.16 | −0.22 | 0.03 | 0.008 | 0.81 |
| 0.03 | 0 | <0.001 | 1.03 | 0.03 | 0 | 0.002 | 1.03 | 0.06 | 0.001 | <0.001 | 1.07 | |
| Partner | −0.75 | 0.01 | <0.001 | 0.47 | 0.17 | 0.01 | <0.001 | 1.18 | −0.58 | 0.02 | <0.001 | 0.56 |
| Single Female | −1.13 | 0.003 | <0.001 | 0.32 | −0.29 | 0.03 | 0.002 | 0.75 | −1.42 | 0.03 | <0.001 | 0.24 |
| Single Male | −1.12 | 0.02 | <0.001 | 0.33 | −0.03 | 0.01 | 0.385 | 0.97 | −1.15 | 0.03 | <0.001 | 0.32 |
| 1 kid | 0.51 | 0.01 | <0.001 | 1.66 | −0.01 | 0.01 | 0.396 | 0.98 | 0.5 | 0.02 | <0.001 | 1.63 |
| 2 kids | 0.7 | 0.01 | <0.001 | 2.01 | −0.21 | 0.02 | 0.002 | 0.81 | 0.49 | 0.02 | <0.001 | 1.62 |
| 3 or more | 0.36 | 0.01 | <0.001 | 1.43 | 0.23 | 0.02 | 0.002 | 1.27 | 0.59 | 0.02 | <0.001 | 1.81 |
| Normal | 0.19 | 0.02 | 0.002 | 1.21 | −0.35 | 0.01 | <0.001 | 0.71 | −0.16 | 0.01 | <0.001 | 0.86 |
| High | −0.06 | 0.02 | 0.085 | 0.94 | −0.26 | 0.03 | 0.002 | 0.77 | −0.32 | 0.01 | <0.001 | 0.72 |
| Intercept | −6.4 | 0.08 | <0.001 | − | −11.46 | 0.14 | <0.001 | − | −17.86 | 0.15 | <0.001 | - |
| F 58, 174.4 | ||||||||||||
| p < .001 | ||||||||||||
Weighted Descriptive Statistics of Key Variables 2019 and 2022 Survey of Consumer Finances
| Variable | 2019 Weighted Data | 2022 Weighted Data | ||
|---|---|---|---|---|
| % | M(SD) | % | M(SD) | |
| Yes | 5 | 5 | ||
| No | 95 | 95 | ||
| Moving for sure | 9 | 9 | ||
| High chance of moving | 5 | 5 | ||
| Medium chance | 15 | 13 | ||
| Low chance | 18 | 19 | ||
| Not moving for sure | 54 | 54 | ||
| Low | 27 | 29 | ||
| Medium | 51 | 50 | ||
| High | 22 | 21 | ||
| 7.13(2.22) | 7.24(2.21) | |||
| 21,462(110,663) | 24,573(140,588) | |||
| 106,251(458,987) | 141,390(727,962) | |||
| Very Low | 4 | 3 | ||
| Low | 19 | 16 | ||
| Medium | 34 | 37 | ||
| High | 43 | 44 | ||
| Male | 50 | 49 | ||
| Female | 50 | 51 | ||
| White non-Hispanic | 65 | 67 | ||
| Black African American | 14 | 12 | ||
| Hispanic or Latino | 10 | 9 | ||
| Other | 11 | 12 | ||
| 51(17.4) | 52(17.59) | |||
| Married | 46 | 47 | ||
| Partner | 10 | 10 | ||
| Single Female | 26 | 26 | ||
| Single Male | 18 | 16 | ||
| Less than High School | 11 | 9 | ||
| High School | 24 | 24 | ||
| Some College or Assoc. | 28 | 27 | ||
| Bachelor’s or higher | 36 | 40 | ||
| No kids | 61 | 61 | ||
| 1 Kid | 17 | 18 | ||
| 2 Kids | 13 | 13 | ||
| 3 or more | 8 | 7 | ||
| Low | 14 | 17 | ||
| Normal | 77 | 72 | ||
| High | 10 | 11 | ||
Distribution of Homeownership Dependent variable
| 2019 Weighted Data | 2022 Weighted Data | |
|---|---|---|
| % | % | |
| None | 35 | 34 |
| One property | 50 | 52 |
| Multiple properties | 15 | 14 |