| Literature DB >> 29349256 |
Abstract
The Universal Child Care Benefit, introduced in 2006, was an income transfer for Canadian families with young children. I exploit this exogenous increase in income to answer the following questions: (1) Is there a relationship between income and mental health among Canadian mothers? (2) Is it corroborated by other measures of well-being (i.e. stress, life satisfaction)? (3) Is the effect different for lone mothers compared to those in two-parent families? I answer these questions using a difference-in-differences model and microdata from the Canadian Community Health Survey, 2003 to 2008. The estimating sample includes 26,886 mothers, 6273 of whom are lone parents. I find the income transfer improved mental health and life satisfaction regardless of family structure, albeit not necessarily for a given individual. Rather, average scores were higher for mothers with young children after implementation of the Universal Child Care Benefit. For example, they were more likely to report 'excellent' mental health and less likely to be in each of the other categories. The transfer also reduced stress among lone mothers with young children. Specifically, they were less likely to be 'quite a bit' or 'extremely' stressed on a daily basis, and more likely to be 'not at all' or 'not very' stressed. I argue that assumptions of the model are plausible and show that results are consistent across several robustness checks.Entities:
Keywords: Canada; Health; Income; Lone parents; Mothers; Well-being
Year: 2017 PMID: 29349256 PMCID: PMC5769122 DOI: 10.1016/j.ssmph.2017.08.002
Source DB: PubMed Journal: SSM Popul Health ISSN: 2352-8273
Fig. 1Distributions of Mental Health.
Fig. 2Distributions of Stress.
Fig. 3Distributions of Life Satisfaction.
Ordered Probit Estimates of DD Model.
| Mental Health | Stress | Life Satisfaction | |
|---|---|---|---|
| Young Child × Post-Policy | 0.1061* | 0.0310 | 0.1486*** |
| (0.0551) | (0.0533) | (0.0559) | |
| Lone Mother × Young Child × | -0.0760 | -0.2774** | -0.1302 |
| (0.1153) | (0.1170) | (0.1101) | |
| Age | -0.0274* | 0.0317** | 0.0114 |
| (0.0151) | (0.0146) | (0.0152) | |
| Age-Squared | 0.0002 | -0.0003 | -0.0003 |
| (0.0002) | (0.0002) | (0.0002) | |
| Aboriginal | -0.1708*** | -0.0011 | -0.0514 |
| (0.0454) | (0.0476) | (0.0491) | |
| Immigrant | -0.0109 | -0.1664*** | -0.3206*** |
| (0.0305) | (0.0308) | (0.0309) | |
| Less than High School Education | -0.1773*** | 0.0479 | -0.0648 |
| (0.0435) | (0.0454) | (0.0446) | |
| Post-Secondary Education | 0.0822*** | 0.0998*** | 0.0795*** |
| (0.0266) | (0.0255) | (0.0268) | |
| Log of Real Equivalent Income | 0.1572*** | 0.0212 | 0.2450*** |
| (0.0176) | (0.0148) | (0.0201) | |
| Unemployment Rate | 0.0092 | 0.0330** | -0.0273 |
| (0.0166) | (0.0165) | (0.0179) | |
| Rural | 0.0613** | -0.0669** | 0.0916*** |
| (0.0243) | (0.0237) | (0.0263) | |
| Lone Mother | -0.2024*** | 0.2192*** | -0.4744*** |
| (0.0494) | (0.0489) | (0.0524) | |
| Young Child | -0.0176 | 0.0401 | 0.0348 |
| (0.0319) | (0.0306) | (0.0341) | |
| Lone Mother × Young Child | -0.0295 | 0.2000*** | -0.0435 |
| (0.0660) | (0.0664) | (0.0706) | |
| Post-Policy | -0.0555 | -0.0559 | -0.1070** |
| (0.0492) | (0.0466) | (0.0481) | |
| Lone Mother × Post-Policy | 0.0837 | 0.1539* | 0.1416* |
| (0.0889) | (0.0857) | (0.0813) | |
| Pseudo R-Squared | 0.0151 | 0.0110 | 0.0503 |
| Number of Observations | 26,886 | 26,886 | 26,886 |
I include a constant and dummy variables for province/territory in all regressions. Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Marginal Effects based on Ordered Probit Estimates.
| Mental Health | Poor | Fair | Good | Very Good | Excellent |
|---|---|---|---|---|---|
| Baseline Probability | 0.0062 | 0.0334 | 0.1921 | 0.3908 | 0.3775 |
| Young Child × Post-Policy | -0.0017** | -0.0068** | -0.0230* | -0.0091* | 0.0407* |
| Lone Mother × Young Child × Post-Policy | 0.0015 | 0.0055 | 0.0168 | 0.0048 | -0.0285 |
Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Means of Selected Covariates for Lone and Married Mothers by Group and Time.
| Lone Mothers | Lone Mothers | Married Mothers | Married Mothers | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pre-Policy | Post-Policy | Difference | Pre-Policy | Post-Policy | Difference | Pre-Policy | Post-Policy | Difference | Pre-Policy | Post-Policy | Difference | |
| Age, Years | 30.81 | 30.64 | 0.16 | 38.10 | 37.83 | 0.27 | 32.93 | 33.03 | -0.10 | 39.42 | 39.80 | -0.38* |
| (0.24) | (0.34) | (0.41) | (0.23) | (0.27) | (0.36) | (0.08) | (0.12) | (0.15) | (0.10) | (0.17) | (0.20) | |
| Aboriginal, Percent | 8.45 | 9.55 | -1.10 | 4.29 | 7.17 | -2.88** | 1.85 | 2.99 | -1.14*** | 1.80 | 2.33 | -0.53 |
| (0.79) | (1.23) | (1.46) | (0.56) | (1.07) | (1.20) | (0.16) | (0.31) | (0.35) | (0.20) | (0.35) | (0.40) | |
| Immigrant, Percent | 16.57 | 22.78 | -6.21* | 14.36 | 17.49 | -3.12 | 20.08 | 22.29 | -2.21* | 21.37 | 25.39 | -4.01** |
| (1.68) | (2.70) | (3.18) | (1.59) | (2.35) | (2.83) | (0.65) | (1.09) | (1.26) | (0.97) | (1.63) | (1.90) | |
| Less than High School Education, Percent | 17.49 | 18.39 | -0.91 | 12.41 | 9.73 | 2.68 | 6.11 | 5.70 | 0.41 | 6.91 | 5.80 | 1.11 |
| (1.26) | (2.20) | (2.54) | (1.23) | (1.41) | (1.87) | (0.34) | (0.53) | (0.63) | (0.54) | (0.91) | (1.06) | |
| High School Education, Percent | 31.00 | 29.12 | 1.88 | 28.18 | 25.95 | 2.23 | 21.95 | 18.08 | 3.86*** | 25.53 | 20.20 | 5.32*** |
| (1.51) | (2.24) | (2.70) | (1.83) | (2.65) | (3.22) | (0.59) | (0.852) | (1.04) | (0.97) | (1.35) | (1.66) | |
| Post-Secondary Education, Percent | 51.51 | 52.49 | -0.98 | 59.41 | 64.32 | -4.91 | 71.94 | 76.22 | -4.28*** | 67.56 | 74.00 | -6.44*** |
| (1.63) | (2.59) | (3.06) | (1.94) | (2.75) | (3.37) | (0.64) | (0.95) | (1.15) | (1.03) | (1.51) | (1.83) | |
| Real Equivalent Income, 2002 Dollars | 14,791 | 14,841 | -49.27 | 20,487 | 20,279 | 208.19 | 36,241 | 40,347 | -4,106*** | 39,823 | 41,203 | -1,381 |
| (366.91) | (518.25) | (634.98) | (616.08) | (828.14) | (1,032) | (357.89) | (772.93) | (851.76) | (633.10) | (785.92) | (1,009) | |
| Rural, Percent | 12.23 | 10.56 | 1.67 | 12.12 | 12.43 | -0.31 | 18.78 | 18.61 | 0.17 | 20.86 | 19.13 | 1.73 |
| (0.90) | (1.10) | (1.42) | (1.14) | (1.46) | (1.85) | (0.49) | (0.77) | (0.91) | (0.84) | (1.18) | (1.44) | |
| Number of Observations | 2,214 | 1,001 | 3,215 | 2,086 | 972 | 3,058 | 9,342 | 4,358 | 13,700 | 4,710 | 2,203 | 6,913 |
Standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Ordered Probit Estimates of DD Model – Robustness Checks.
| Mental Health | Stress | Life Satisfaction | ||
|---|---|---|---|---|
| Baseline (n=26,886) | Young Child × Post-Policy | 0.1061* | 0.0310 | 0.1486*** |
| (0.0551) | (0.0533) | (0.0559) | ||
| Lone Mother × Young Child × Post-Policy | (0.0760)(0.1153) | -0.2774**(0.1170) | -0.1302(0.1101) | |
| Exclude Quebec (n=21,505) | Young Child × Post-Policy | 0.0661 | 0.0726 | 0.1337** |
| (0.0609) | (0.0595) | (0.0608) | ||
| Lone Mother × Young Child × Post-Policy | -0.0494 | -0.3524*** | -0.1066 | |
| (0.1238) | (0.1259) | (0.1228) | ||
| Exclude New Mothers (n=23,408) | Young Child × Post-Policy | 0.1479*** | 0.0503 | 0.1424** |
| (0.0567) | (0.0556) | (0.0577) | ||
| Lone Mother × Young Child × Post-Policy | -0.1502 | -0.3257*** | -0.1348 | |
| (0.1208) | (0.1240) | (0.1152) | ||
| Exclude Recession (n=26,042) | Young Child × Post-Policy | 0.1135** | 0.0066 | 0.1494*** |
| (0.0579) | (0.0545) | (0.0580) | ||
| Lone Mother × Young Child × Post-Policy | -0.1080 | -0.2433** | -0.1315 | |
| (0.1206) | (0.1215) | (0.1131) | ||
| Treatment Group: One Child Younger than Six (n=21,337) | Young Child × Post-Policy | 0.1177** | 0.0441 | 0.1411** |
| (0.0599) | (0.0574) | (0.0613) | ||
| Lone Mother × Young Child × Post-Policy | -0.0400 | -0.2818** | -0.1019 | |
| (0.1237) | (0.1256) | (0.1180) | ||
| Mothers Aged 25 to 49 (n=25,024) | Young Child × Post-Policy | 0.1050* | 0.0286 | 0.1706*** |
| (0.0564) | (0.0548) | (0.0571) | ||
| Lone Mother × Young Child × Post-Policy | -0.1096 | -0.2641** | -0.1244 | |
| (0.1213) | (0.1223) | (0.1157) |
I include covariates in all regressions. Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Ordered Probit Estimates of DD Model – Number of Children Younger than Six.
| Mental Health | Stress | Life Satisfaction | |
|---|---|---|---|
| Number of Children × Post-Policy | 0.0416 | 0.0110 | 0.0780** |
| (0.0319) | (0.0302) | (0.0321) | |
| Lone Mother × Number of Children × Post-Policy | -0.0486 | -0.1895** | -0.0712 |
| (0.0747) | (0.0768) | (0.0746) | |
| Pseudo R-Squared | 0.0150 | 0.0110 | 0.0511 |
| Number of Observations | 26,886 | 26,886 | 26,886 |
I include covariates in all regressions. Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Marginal Effects based on Ordered Probit Estimates – Number of Children Younger than Six.
| Mental Health | Poor | Fair | Good | Very Good | Excellent |
|---|---|---|---|---|---|
| Baseline Probability | 0.0062 | 0.0334 | 0.1921 | 0.3908 | 0.3775 |
| Number of Children × Post-Policy | -0.0007 | -0.0028 | -0.0091 | -0.0031 | 0.0158 |
| Lone Mother × Number of Children × Post-Policy | 0.0009 | 0.0033 | 0.0106 | 0.0036 | -0.0184 |
Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Ordered Probit Estimates of DD Model – Duration of Benefits.
| Mental Health | Stress | Life Satisfaction | |
|---|---|---|---|
| Duration of Benefits × Post-Policy | 0.0058 | 0.0114 | 0.0278** |
| (0.0129) | (0.0117) | (0.0135) | |
| Lone Mother × Duration of Benefits × Post-Policy | -0.0011 | -0.0503 | -0.0483 |
| (0.0302) | (0.0315) | (0.0305) | |
| Pseudo R-Squared | 0.0155 | 0.0117 | 0.0541 |
| Number of Observations | 25,149 | 25,149 | 25,149 |
I include covariates in all regressions. Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.
Marginal Effects based on Ordered Probit Estimates – Duration of Benefits.
| Mental Health | Poor | Fair | Good | Very Good | Excellent |
|---|---|---|---|---|---|
| Baseline Probability | 0.0062 | 0.0339 | 0.1888 | 0.3906 | 0.3806 |
| Duration of Benefits × Post-Policy | -0.0001 | -0.0004 | -0.0013 | -0.0005 | 0.0022 |
| Lone Mother × Duration of Benefits × Post-Policy | 0.0000 | 0.0001 | 0.0002 | 0.0001 | -0.0004 |
Robust standard errors are reported in parentheses. Statistical significance is given by: * ten percent; ** five percent; and *** one percent.