Impact of Medical Debt on the Financial Welfare of Middle- and Low-Income Families across China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Variables
2.3. Methods
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Ethics Approval and Consent to Participate
Availability of Data and Materials
List of Abbreviations
OOP | Out-Of-Pocket |
CHE | Catastrophic Health Expenditure |
NCMS | New Cooperative Medical Scheme |
UEBMI | Urban Employee Basic Medical Insurance |
URBMI | Urban Resident Basic Medical Insurance |
CII | Critical Illness Insurance |
CI | Concentration Index |
CHFS | China Household Finance Survey |
NCD | Non-Communicated Disease |
References
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Variable | Low-Income Households | Middle-Income Households | ||
---|---|---|---|---|
n | Median or Proportion | n | Median or Proportion | |
Median medical debt (US$) | 487 | 3268.51 | 301 | 4085.63 |
Median per capita income (US$) | 12435 | 738.03 | 12433 | 3757.88 |
Median years to pay medical debt (years) | 487 | 2.49 | 301 | 0.56 |
CI for medical debt incidence | 12435 | −0.070 (p = 0.007) | 12433 | −0.306 (p = 0.000) |
Median OOP payment (US$) | 9409 | 244.19 | 9336 | 325.58 |
CHE incidence (%) | 12435 | 36.92 | 12433 | 25.54 |
CHE forcing households into poverty (%) | 62.75 | 41.80 |
Variables | Households in Poverty | Non-Poverty Households | χ2 | ||
---|---|---|---|---|---|
n | Median or Proportion | n | Median or Proportion | ||
CHE incidence | 9470 | 44.44% | 15398 | 23.11% | p < 0.001 |
The proportion of families with medical debt | 9470 | 3.50% | 15398 | 2.95% | p = 0.017 |
median medical debt (US$) | 331 | 1953.51 | 457 | 4069.81 | |
median OOP payment (US$) | 7250 | 162.79 | 11525 | 325.58 |
Variables | Impoverished Households | Non-Impoverished Households | χ2 | ||
---|---|---|---|---|---|
n | Median or Proportion | n | Median or Proportion | ||
CHE incidence | 1534 | 79.01% | 13864 | 16.76% | p < 0.001 |
The proportion of families with medical debt | 1534 | 11.08% | 13864 | 2.05% | p < 0.001 |
median medical debt (US$) | 170 | 4069.81 | 284 | 4232.60 | |
median OOP payment (US$) | 1534 | 1627.92 | 9991 | 325.58 |
Variable | Low-Income Households | Middle-Income Households | ||
---|---|---|---|---|
b | p | b | p | |
per capita income (RMB 10 thousand≈US$1645.25) | - | - | –2.391 | 0.000 |
OOP payment (RMB 10 thousand≈US$1645.25) | 0.524 | 0.000 | 0.886 | 0.000 |
CHE | 0.254 | 0.000 | 0.286 | 0.011 |
Household asset (RMB 10 thousand≈US$1645.25) | - | - | –0.054 | 0.000 |
householder age | –0.009 | 0.002 | - | - |
householder education | –0.101 | 0.000 | - | - |
householder working status | 0.121 | 0.082 | 0.128 | 0.065 |
householder health status | 0.173 | 0.000 | 0.208 | 0.000 |
middle-age members with NCD | 0.220 | 0.000 | - | - |
middle-age members insured by NCMS | - | - | 0.346 | 0.000 |
middle-age members uninsured | - | - | 0.182 | 0.128 |
middle-age members hospitalized ever | 0.145 | 0.050 | 0.115 | 0.127 |
children under 5 uninsured | –0.512 | 0.000 | –0.221 | 0.134 |
children under 5 hospitalized ever | 0.294 | 0.117 | - | - |
children under 5 insured by URBMI | - | - | 0.454 | 0.019 |
students hospitalized ever | 0.717 | 0.000 | - | - |
students insured by URBMI | –0.290 | 0.145 | - | - |
the elderly insured by URBMI | - | - | –0.301 | 0.037 |
the elderly hospitalized ever | 0.200 | 0.066 | 0.228 | 0.050 |
constant | –1.606 | 0.000 | –2.158 | 0.000 |
uncensored | 483 | 301 | ||
Log pseudo likelihood | –0.957 | –0.309 |
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Li, J.; Jiao, C.; Nicholas, S.; Wang, J.; Chen, G.; Chang, J. Impact of Medical Debt on the Financial Welfare of Middle- and Low-Income Families across China. Int. J. Environ. Res. Public Health 2020, 17, 4597. https://doi.org/10.3390/ijerph17124597
Li J, Jiao C, Nicholas S, Wang J, Chen G, Chang J. Impact of Medical Debt on the Financial Welfare of Middle- and Low-Income Families across China. International Journal of Environmental Research and Public Health. 2020; 17(12):4597. https://doi.org/10.3390/ijerph17124597
Chicago/Turabian StyleLi, Jiajing, Chen Jiao, Stephen Nicholas, Jian Wang, Gong Chen, and Jinghua Chang. 2020. "Impact of Medical Debt on the Financial Welfare of Middle- and Low-Income Families across China" International Journal of Environmental Research and Public Health 17, no. 12: 4597. https://doi.org/10.3390/ijerph17124597
APA StyleLi, J., Jiao, C., Nicholas, S., Wang, J., Chen, G., & Chang, J. (2020). Impact of Medical Debt on the Financial Welfare of Middle- and Low-Income Families across China. International Journal of Environmental Research and Public Health, 17(12), 4597. https://doi.org/10.3390/ijerph17124597