| Literature DB >> 16137336 |
Tu-Bin Chu1, Tsai-Ching Liu, Chin-Shyan Chen, Yi-Wen Tsai, Wen-Ta Chiu.
Abstract
BACKGROUND: Unequal geographical distribution of medical care resources and insufficient healthcare coverage have been two long-standing problems with Taiwan's public health system. The implementation of National Health Insurance (NHI) attempted to mitigate the inequality in health care use. This study examines the degree to which Taiwan's National Health Insurance (NHI) has reduced out-of-pocket medical expenditures in households in different regions and varying levels of income.Entities:
Mesh:
Year: 2005 PMID: 16137336 PMCID: PMC1208885 DOI: 10.1186/1472-6963-5-60
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Definitions of Variables
| Variable | Definition |
| Expenditures | Continuous variable: total household annual out-of-pocket medical expenditures |
| Demographic variables | (Economic Household Head, EHH) |
| Married | Dummy variable = 1 if EHH is currently married, otherwise = 0 including never married, widowed, separated and divorced. |
| Male | Dummy variable = 1 if EHH is male. |
| Employed | Dummy variable = 1 if EHH is employed. |
| Age | |
| 25–44 | Dummy variable = 1 if EHH's age in this range. |
| 45–64 | Dummy variable = 1 if EHH's age in this range. |
| 65 and above | Dummy variable = 1 if EHH's age in this range. (EHH's age under 25 is the default variable.) |
| Education | |
| Junior high | Dummy variable = 1 if EHH finished Junior high school. |
| Senior (vocational) high | Dummy variable = 1 if EHH finished senior (or vocational) high school. |
| Junior college | Dummy variable = 1 if EHH finished Junior college. |
| College and above | Dummy variable = 1 if EHH finished college and above. (Primary school and below is the default variable.) |
| Family members | Dummy variable = 1 if the number of household members ≥ 4. |
| NHI | Dummy variable = 1 if EHH is from the post-national health insurance cohort. |
| Household income | |
| Lower 20%~2nd quintile | Dummy variable = 1 if family income is lower 20%. |
| Middle 20%~3rd quintile | Dummy variable = 1 if family income is middle 20%. |
| Higher 20%~4th quintile | Dummy variable = 1 if family income is higher 20%. |
| Highest 20%~5th quintile | Dummy variable = 1 if family income is highest 20%. (Lowest 20%~1st quintile is the default variable) |
| Regional variables | |
| Center | Dummy variable = 1 if the household is located in: Taichung Hsien, Changhwa Hsien, Nantou Hsien, Yunlin Hsien, Taichung City. |
| South | Dummy variable = 1 if the household is located in: Chiayi Hsien, Tainan Hsien, Kaohsiung Hsien, Pingtung Hsien, Kaohsiung Municipality, Chiayi City, Tainan City. |
| East | Dummy variable = 1 if the household is located in: Taitung Hsien, Hwalien Hsien, Penghu Hsien. |
| North | Dummy variable = 1 if the household is located in: Taipei Hsien, Keelung City, Ilan Hsien, Taoyuan Hsien, Hsinchu Hsien, Miaoli Hsien, and Taipei Municipality. (North is the default variable) |
A person in the household who earns the largest personal share of pay in family income is considered to be the economic household head.
Mean Differences in Out-of-Pocket Expenditures Before and After NHI
| Pre-NHI (1994) | Post-NHI (1996) | Total percentage change | |
| Total expenditures | 23046 | 17726 | -23.08% |
| North | 23885 | 17495 | -26.75% |
| Center | 23503 | 16950 | -27.88% |
| South | 20397 | 18645 | -8.59% |
| East | 29606 | 17389 | -41.27% |
| Family income | |||
| Lowest 20%~1st quintile | 13551 | 11390 | -15.95% |
| Lower 20%~2nd quintile | 15218 | 14559 | -4.33% |
| Middle 20%~3rd quintile | 18398 | 16783 | -8.78% |
| Higher 20%~4th quintile | 24565 | 19409 | -20.99% |
| Highest 20%~5th quintile | 35738 | 26227 | -26.61% |
Unit: NT$, 1994: 1US$ = 26.24NT$; 1996: 1US$ = 27.79NT$
Multivariate Regression Results
| Variables | Coefficient | Standard Error |
| Constant | 8.6900 *** | 0.0604 |
| Demographic variables | ||
| Married | 0.1511 *** | 0.0188 |
| Male | -0.1399 *** | 0.0194 |
| Employed | -0.2753 *** | 0.0330 |
| Age | ||
| 25–44 | -0.0284 | 0.0413 |
| 45–64 | -0.0158 | 0.0430 |
| 65 and above | 0.2983 *** | 0.0524 |
| (Under 25 is the default variable) | ||
| Education | ||
| Junior high | 0.0561 ** | 0.0184 |
| Senior (vocational) high | 0.1269 *** | 0.0169 |
| Junior college | 0.2568 *** | 0.0220 |
| College and above | 0.2891 *** | 0.0230 |
| (Primary school and below is the default variable) | ||
| Family members | 0.1668 *** | 0.0053 |
| NHI | -0.2657 *** | 0.0391 |
| Household income | ||
| Lower 20%~2nd quintile | 0.1638 *** | 0.0362 |
| Middle 20%~3rd quintile | 0.3405 *** | 0.0358 |
| Higher 20%~4th quintile | 0.5847 *** | 0.0363 |
| Highest 20%~5th quintile | 0.8981 *** | 0.0371 |
| (Lowest 20%~1 quintile is the default variable) | ||
| Regional variables | ||
| Center | 0.1077 *** | 0.0237 |
| South | 0.0010 | 0.0217 |
| East | 0.3802 *** | 0.0504 |
| (North is the default variable) | ||
| Interaction effects | ||
| Lower 20% income/NHI | 0.0327 | 0.0443 |
| Middle 20% income/NHI | -0.0664 | 0.0441 |
| Higher 20% income/NHI | -0.2465 *** | 0.0445 |
| Highest 20% income/NHI | -0.4146 *** | 0.0447 |
| Center/NHI | 0.0785 ** | 0.0322 |
| South/NHI | 0.1693 *** | 0.0286 |
| East/NHI | -0.4471 *** | 0.0639 |
| Numbers of observation | 23925 | |
| F | 177.81 | |
| Prob >F | 0.0001 | |
| R-squared | 0.1621 | |
| Adjust R-squared | 0.1612 | |
*** Significant at 0.01 level; ** significant at 0.05 level; * significant at 0.1 level.