| Literature DB >> 35125855 |
Soomin Ryu1, Lu Fan2.
Abstract
This study examines the association between financial worries and psychological distress among US adults and tests its moderating effects by gender, marital status, employment status, education, and income levels. Data were derived from the cross-sectional 2018 National Health Interview Survey (NHIS) of the adult population. The hierarchical regression analysis revealed that higher financial worries were significantly associated with higher psychological distress. Additionally, the association between financial worries and psychological distress was more pronounced among the unmarried, the unemployed, lower-income households, and renters than their counterparts. The findings suggest that accessible financial counseling programs and public health intervention programs are needed to mitigate financial worries and its negative influences on overall psychological health, with greater attention devoted to vulnerable populations.Entities:
Keywords: Financial strains; Financial worries; Mental health; Psychological distress
Year: 2022 PMID: 35125855 PMCID: PMC8806009 DOI: 10.1007/s10834-022-09820-9
Source DB: PubMed Journal: J Fam Econ Issues ISSN: 1058-0476
Characteristics of the study participants, 2018 National Health Interview Survey (n = 22,682)
| Total | |
|---|---|
| Age (range 18–85) | 49.69 (18.42) |
| Male | 46.52 |
| Female | 53.48 |
| White | 78.73 |
| Black | 12.40 |
| Asian/American Indian/Alaskan native | 6.40 |
| Other races | 2.46 |
| Married or cohabiting | 50.80 |
| Separated, divorced, widowed, or never married | 49.20 |
| Number of children under 18 (range 0–10) | 0.53 (1.00) |
| Northeast | 16.58 |
| North central /Midwest | 23.26 |
| South | 37.36 |
| West | 22.80 |
| Less than high school | 8.92 |
| High school graduate | 25.72 |
| 1–3 years of college | 30.84 |
| + College graduate | 34.52 |
| $0–34,999 | 32.52 |
| $35,000-$74,999 | 29.33 |
| $75,000-$99,999 | 13.15 |
| $100,000 and over | 25.00 |
| Employed | 61.46 |
| Unemployed | 17.64 |
| Retired | 20.90 |
| Owned | 63.05 |
| Rented or other | 36.95 |
| Excellent | 25.62 |
| Very good | 34.05 |
| Good | 26.79 |
| Fair | 10.42 |
| Poor | 3.11 |
| Number of chronic conditions (range 0–8) | 0.84 (1.10) |
| Had coverage | 90.34 |
| Did not have coverage | 9.66 |
| Psychological distress (range 0–24) | 2.98 (4.13) |
| Financial worries (range 6–24) | 12.00 (5.16) |
Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design
SD = standard deviation
OLS regression of psychological distress on financial worries, 2018 National Health Interview Survey (n = 22,682)
| Model 1 | Model 2 | Model 3 | |
|---|---|---|---|
| β (SE) | β (SE) | β (SE) | |
| Financial worries | 0.315*** | 0.291*** | 0.257*** |
| (0.008) | (0.007) | (0.007) | |
| Age | − 0.013*** | − 0.037*** | |
| (0.002) | (0.002) | ||
| Female (ref: male) | 0.296*** | 0.367*** | |
| (0.059) | (0.056) | ||
| Race (ref: White) | |||
| Black | − 0.701*** | − 0.811*** | |
| (0.101) | (0.096) | ||
| Asian/American Indian/Alaskan native | − 0.557*** | − 0.594*** | |
| (0.106) | (0.102) | ||
| Other races | 0.744*** | 0.521* | |
| (0.224) | (0.207) | ||
| Married or cohabiting (ref: separated, divorced, widowed, or never married) | − 0.472*** | − 0.464*** | |
| (0.066) | (0.063) | ||
| Number of children under 18 | − 0.189*** | − 0.141*** | |
| (0.034) | (0.033) | ||
| Region of residence (ref: Northeast) | |||
| North central/ Midwest | 0.161 | 0.096 | |
| (0.101) | (0.092) | ||
| South | − 0.073 | − 0.117 | |
| (0.095) | (0.087) | ||
| West | 0.043 | 0.077 | |
| (0.113) | (0.106) | ||
| Education (ref: + college graduate) | |||
| Less than high school | 0.020 | − 0.365** | |
| (0.134) | (0.130) | ||
| High school graduate | − 0.089 | − 0.292*** | |
| (0.076) | (0.074) | ||
| 1–3 years of college | − 0.083 | − 0.276*** | |
| (0.061) | (0.059) | ||
| Employment status (ref: Unemployed) | |||
| Employed | − 1.852*** | − 1.261*** | |
| (0.100) | (0.093) | ||
| Retired | − 1.283*** | − 0.849*** | |
| (0.121) | (0.116) | ||
| Household income (ref: $100,000 and over) | |||
| $0–34,999 | 0.467*** | 0.242** | |
| (0.097) | (0.092) | ||
| $35,000–74,999 | 0.089 | − 0.060 | |
| (0.077) | (0.074) | ||
| $75,000–99,999 | − 0.084 | − 0.149† | |
| (0.080) | (0.077) | ||
| Homeowners (ref: renters or others) | − 0.187** | − 0.122† | |
| (0.070) | (0.067) | ||
| Self-reported health | − 0.866*** | ||
| (0.034) | |||
| Number of chronic conditions | 0.332*** | ||
| (0.037) | |||
| Had health insurance coverage | 0.432*** | ||
| (0.115) | |||
| Constant | − 0.795*** | 1.782*** | 5.665*** |
| (0.081) | (0.184) | (0.259) | |
| R-squared | 0.155 | 0.208 | 0.263 |
| Change of R-squared | + 0.053 | + 0.055 | |
| F-test (p-value) | 1690.89 (0.000) | 119.83 (0.000) | 148.69 (0.000) |
Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design
SE = standard errors
*p < .05, **p < .01, ***p < .001, † p < .1
Moderating effects for the association between financial worries and psychological distress, 2018 National Health Interview Survey (n = 22,682)
| Psychological distress | Wald tests of moderating effects | |
|---|---|---|
| β (SE) | ||
| Gender (ref: male) | ||
| Female x Financial worries | 0.015 | F (1, 485) = 1.44 (p = 0.2302) |
| (0.012) | ||
| Marital status (ref: separated, divorced, widowed, or never married) | ||
| Married or cohabiting x Financial worries | − 0.070*** | F (1, 485) = 32.43 (p = 0.000) |
| (0.012) | ||
| Education (ref: Lower education) | ||
| Higher education x Financial worries | − 0.014 | F (1, 485) = 1.16 (p = 0.2828) |
| (0.013) | ||
| Employment status (ref: Unemployed) | ||
| Employed x Financial worries | − 0.125*** | F (2, 484) = 29.66 (p = 0.000) |
| (0.017) | ||
| Retired x Financial worries | − 0.133*** | |
| (0.021) | ||
| Household income (ref: $100,000 and over) | ||
| $0–34,999 × Financial worries | 0.124*** | F (3, 483) = 22.51 (p = 0.000) |
| (0.016) | ||
| $35,000–74,999 × Financial worries | 0.069*** | |
| (0.017) | ||
| $75,000–99,999 × Financial worries | 0.017 | |
| (0.020) | ||
| Homeownership (ref: Renters or others) | ||
| Homeowners x Financial worries | − 0.057*** | F (1, 485) = 17.94 (p = 0.000) |
| (0.013) |
Model controlled for age, gender, race, marital status, number of children in household, region of residence, education, employment status, household income, homeownership, self-reported health, insurance coverage, number of chronic conditions. Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design. Estimates of Wald tests are F-test statistic and associated p-values. The other coefficients are available upon request
SE = standard errors
***p < .001
Stratified analysis – outcome: psychological distress, 2018 National Health Interview Survey (n = 22,682)
| By marital status | Married or cohabiting | Separated, divorced, widowed, or never married | ||
| Financial worries | 0.225*** | 0.284*** | ||
| (0.009) | (0.010) | |||
| N | 11,663 | 11,019 | ||
| By employment status | Employed | Unemployed | Retired | |
| Financial worries | 0.236*** | 0.329*** | 0.242*** | |
| (0.009) | (0.016) | (0.016) | ||
| N | 13,545 | 3,924 | 5,213 | |
| By household income | $0–34,999 | $35,000–74,999 | $75,000–99,999 | $100,000 and over |
| Financial worries | 0.293*** | 0.258*** | 0.204*** | 0.195*** |
| (0.011) | (0.013) | (0.017) | (0.013) | |
| N | 7,319 | 6,702 | 3,051 | 5,610 |
| By homeownership | Owned | Rented or other | ||
| Financial worries | 0.234*** | 0.289*** | ||
| (0.009) | (0.011) | |||
| N | 14,696 | 7,986 |
Model controlled for age, gender, race, marital status, number of children in household, region of residence, education, employment status, household income, homeownership, self-reported health, insurance coverage, number of chronic conditions. Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design. Standard errors are in parentheses. The other coefficients are available upon request
***p < .001
| By gender | Male | Female | t-test or F-test (p-value) | ||
| Psychological distress | 2.62 | 3.30 | 10.61 (0.000) | ||
| Financial worries | 11.59 | 12.37 | 10.75 (0.000) | ||
| By marital status | Married or cohabiting | Separated, divorced, widowed, or never married | |||
| Psychological distress | 2.50 | 3.48 | − 16.10 (0.000) | ||
| Financial worries | 11.80 | 12.21 | − 5.47 (0.000) | ||
| By education | Higher education | Lower education | |||
| Psychological distress | 2.76 | 3.41 | − 9.40 (0.000) | ||
| Financial worries | 11.64 | 12.71 | − 13.04 (0.000) | ||
| By employment status | Employed | Unemployed | Retired | ||
| Psychological distress | 2.62 | 5.03 | 2.33 | 288.10 (0.000) | |
| Financial worries | 12.30 | 13.59 | 9.80 | 621.86 (0.000) | |
| By household income | $0–34,999 | $35,000–74,999 | $75,000–99,999 | $100,000 and over | |
| Psychological distress | 4.09 | 2.91 | 2.29 | 2.0 | 239.20 (0.000) |
| Financial worries | 13.33 | 12.24 | 11.13 | 10.49 | 252.62 (0.000) |
| By homeownership | Owned | Rented or other | |||
| Psychological distress | 2.55 | 3.72 | − 16.58 (0.000) | ||
| Financial worries | 11.33 | 13.16 | − 20.02 (0.000) |
Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design
| Model 1 | Model 2 | Model 3 | |
|---|---|---|---|
| β (SE) | β (SE) | β (SE) | |
| (1) Felt everything an effort | 0.066*** | 0.060*** | 0.052*** |
| (0.002) | (0.002) | (0.002) | |
| R-squared | 0.102 | 0.136 | 0.181 |
| (2) Felt hopeless | 0.045*** | 0.042*** | 0.037*** |
| (0.001) | (0.001) | (0.001) | |
| R-squared | 0.105 | 0.141 | 0.166 |
| (3) Felt nervous | 0.060*** | 0.057*** | 0.051*** |
| (0.002) | (0.002) | (0.002) | |
| R-squared | 0.093 | 0.137 | 0.168 |
| (4) Felt restless | 0.058*** | 0.053*** | 0.047*** |
| (0.002) | (0.002) | (0.002) | |
| R-squared | 0.075 | 0.105 | 0.138 |
| (5) Felt sad | 0.051*** | 0.047*** | 0.042*** |
| (0.001) | (0.001) | (0.001) | |
| R-squared | 0.098 | 0.151 | 0.179 |
| (6) Felt worthless | 0.036*** | 0.033*** | 0.029*** |
| (0.001) | (0.001) | (0.001) | |
| R-squared | 0.075 | 0.112 | 0.143 |
Sampling weights were applied to derive nationally representative estimates accounting for the complex sample design. The other coefficients are available upon request
SE = standard errors
***p < 0.001