| Literature DB >> 27036140 |
Jae-Hyun Kim1, Sang Gyu Lee2, Kwang-Soo Lee3, Sung-In Jang4, Kyung-Hee Cho5, Eun-Cheol Park4.
Abstract
OBJECTIVES: The study examined medical care utilisation by health insurance status changes.Entities:
Keywords: HEALTH ECONOMICS; HEALTH SERVICES ADMINISTRATION & MANAGEMENT
Mesh:
Year: 2016 PMID: 27036140 PMCID: PMC4823444 DOI: 10.1136/bmjopen-2015-009538
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
General characteristics of the dependent variables at the baseline (2006)
| Mean | Mean* | SD† | |
|---|---|---|---|
| Number of outpatient visits | 14.21 | 10.41 | 23.94 |
| Number of hospitalisations | 0.16 | 0.13 | 0.59 |
| Hospital days | 3.21 | 2.58 | 16.93 |
*Weighted mean.
†Weighted SD.
General characteristics of the study subjects at baseline (2006)
| N | Per cent | Per cent* | |
|---|---|---|---|
| Type of insurance | |||
| Health insurance | 13 349 | 93.57 | 96.38 |
| Medical aid | 918 | 6.43 | 3.62 |
| Gender | |||
| Male | 6502 | 45.57 | 46.96 |
| Female | 7765 | 54.43 | 53.04 |
| Age, years | |||
| 20–29 | 1859 | 13.03 | 15.07 |
| 30–39 | 2919 | 20.46 | 25.74 |
| 40–49 | 2583 | 18.10 | 21.11 |
| 50–59 | 2063 | 14.46 | 14.30 |
| 60–69 | 2492 | 17.47 | 13.35 |
| ≥70 | 2351 | 16.48 | 10.42 |
| Residential region | |||
| Urban | 6523 | 45.72 | 47.63 |
| Rural | 7744 | 54.28 | 52.37 |
| Marital status | |||
| Married | 9586 | 67.19 | 70.03 |
| Single (including divorced, widowed, separation) | 4681 | 32.81 | 29.97 |
| Education level | |||
| ≤Elementary | 4475 | 31.37 | 35.26 |
| Middle school | 1638 | 11.48 | 33.73 |
| High school | 4304 | 30.17 | 10.42 |
| ≥College | 3850 | 26.99 | 20.59 |
| Number of household members | |||
| 1–2 | 5500 | 38.55 | 29.16 |
| 3–4 | 7062 | 49.50 | 57.94 |
| ≥5 | 1705 | 11.95 | 12.90 |
| Number of chronic diseases | |||
| 0 | 9196 | 64.46 | 73.09 |
| 1 | 116 | 0.81 | 0.71 |
| ≥2 | 4955 | 34.73 | 26.21 |
| Perceived health status | |||
| Good | 8080 | 56.63 | 65.82 |
| Average | 1905 | 13.35 | 12.94 |
| Bad | 4282 | 30.01 | 21.24 |
| economic activity status | |||
| Yes | 6842 | 47.96 | 47.52 |
| No (including housewife and students) | 7425 | 52.04 | 52.48 |
| Disability | |||
| Yes | 1190 | 8.34 | 6.45 |
| No | 13 077 | 91.66 | 93.55 |
| Total | 14 267 | 100.00 | 100.00 |
*Weighted per cent.
Changes in health insurance status over time
| Health insurance status change | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | Per cent | N | Per cent | N | Per cent | N | Per cent | N | Per cent | N | Per cent | |
| Continuous health insurance | 11 985 | 93.35 | 11 466 | 91.82 | 11 233 | 91.77 | 10 907 | 91.91 | 10 558 | 93.02 | 10 601 | 93.35 |
| Newly Medical Aid | 105 | 0.53 | 89 | 0.71 | 78 | 0.64 | 109 | 0.92 | 44 | 0.39 | 60 | 0.53 |
| Newly health insurance | 89 | 0.95 | 74 | 0.59 | 129 | 1.05 | 159 | 1.34 | 91 | 0.80 | 108 | 0.95 |
| Continuous Medical Aid | 813 | 5.17 | 858 | 6.87 | 801 | 6.54 | 692 | 5.83 | 657 | 5.79 | 587 | 5.17 |
| Total | 12 992 | 100.00 | 12 487 | 100.00 | 12 241 | 100.0 | 11 867 | 100.0 | 11 350 | 100.0 | 11 356 | 100.0 |
Association between the variables and health insurance status
| Number of outpatient visits | p Value | Number of hospitalisations | p Value | Hospital days | p Value | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | Mean* | SD† | Mean* | SD† | Mean* | SD† | ||||
| Health insurance status change | <0.0001 | <0.0001 | <0.0001 | |||||||
| Continuous health insurance | 66 750 | 15.04 | 27.09 | 0.16 | 0.61 | 2.82 | 16.65 | |||
| Newly Medical Aid | 485 | 29.08 | 44.57 | 0.42 | 1.18 | 9.59 | 32.53 | |||
| Newly health insurance | 650 | 23.54 | 38.26 | 0.21 | 0.69 | 6.14 | 26.32 | |||
| Continuous Medical Aid | 4408 | 32.45 | 45.00 | 0.35 | 1.04 | 8.21 | 34.07 | |||
| Gender | <0.0001 | <0.0001 | <0.0001 | |||||||
| Male | 32 616 | 11.70 | 22.77 | 0.17 | 0.66 | 3.57 | 21.00 | |||
| Female | 39 677 | 20.04 | 32.93 | 0.18 | 0.65 | 2.94 | 16.14 | |||
| Age, years | <0.0001 | <0.0001 | <0.0001 | |||||||
| 20–29 | 8191 | 4.42 | 9.27 | 0.09 | 0.48 | 0.87 | 7.00 | |||
| 30–39 | 12 649 | 5.95 | 12.90 | 0.12 | 0.50 | 1.29 | 12.23 | |||
| 40–49 | 12 945 | 8.09 | 17.34 | 0.11 | 0.52 | 1.89 | 15.59 | |||
| 50–59 | 10 574 | 14.43 | 23.97 | 0.16 | 0.64 | 2.85 | 16.35 | |||
| 60–69 | 11 745 | 24.60 | 34.21 | 0.21 | 0.73 | 4.56 | 22.26 | |||
| ≥70 | 16 189 | 32.05 | 40.40 | 0.30 | 0.84 | 6.28 | 25.28 | |||
| Residential region | <0.0001 | <0.0001 | <0.0001 | |||||||
| Urban | 31 389 | 14.24 | 26.51 | 0.16 | 0.61 | 2.92 | 19.51 | |||
| Rural | 40 904 | 17.84 | 30.84 | 0.19 | 0.69 | 3.46 | 17.67 | |||
| Marital status | 0.0266 | <0.0001 | 0.0001 | |||||||
| Married | 47 013 | 14.96 | 26.28 | 0.18 | 0.65 | 3.04 | 17.73 | |||
| Single (including divorced, widowed, separation) | 25 280 | 18.72 | 33.57 | 0.17 | 0.66 | 3.57 | 19.82 | |||
| Education level | <0.0001 | <0.0001 | <0.0001 | |||||||
| ≤Elementary | 22 862 | 30.29 | 39.57 | 0.27 | 0.83 | 5.81 | 25.04 | |||
| Middle school | 8244 | 17.50 | 27.89 | 0.18 | 0.65 | 3.24 | 18.17 | |||
| High school | 20 804 | 9.98 | 19.88 | 0.14 | 0.51 | 2.27 | 14.73 | |||
| ≥College | 20 383 | 6.48 | 13.05 | 0.11 | 0.54 | 1.30 | 11.92 | |||
| Number of household members | <0.0001 | <0.0001 | <0.0001 | |||||||
| 1–2 | 29 161 | 25.27 | 36.38 | 0.25 | 0.80 | 5.03 | 23.58 | |||
| 3–4 | 34 413 | 9.92 | 20.19 | 0.12 | 0.51 | 2.00 | 14.00 | |||
| ≥5 | 8719 | 11.28 | 22.94 | 0.12 | 0.56 | 2.01 | 13.51 | |||
| Scale of chronic disease | <0.0001 | <0.0001 | <0.0001 | |||||||
| Increase | 8657 | 18.75 | 25.91 | 0.23 | 0.65 | 3.99 | 18.07 | |||
| Decrease | 6261 | 10.06 | 19.25 | 0.14 | 0.50 | 2.66 | 18.32 | |||
| Constant | 57 375 | 16.58 | 30.32 | 0.17 | 0.67 | 3.17 | 18.56 | |||
| Perceived health status | <0.0001 | <0.0001 | <0.0001 | |||||||
| Good | 40 272 | 6.70 | 12.91 | 0.08 | 0.33 | 0.83 | 7.15 | |||
| Average | 14 388 | 19.01 | 26.23 | 0.14 | 0.44 | 2.05 | 11.29 | |||
| Bad | 17 633 | 35.92 | 43.89 | 0.43 | 1.12 | 9.65 | 33.55 | |||
| Economic activity status | <0.0001 | <0.0001 | <0.0001 | |||||||
| Yes | 35 127 | 21.80 | 34.38 | 0.25 | 0.84 | 5.20 | 24.71 | |||
| No (including housewife and students) | 37 166 | 11.06 | 21.76 | 0.10 | 0.39 | 1.36 | 8.99 | |||
| Disability | <0.0001 | <0.0001 | <0.0001 | |||||||
| Yes | 7582 | 27.63 | 39.73 | 0.37 | 0.97 | 10.11 | 37.34 | |||
| No | 64 711 | 14.95 | 27.27 | 0.15 | 0.60 | 2.42 | 14.57 | |||
| Year | <0.0001 | <0.0001 | <0.0001 | |||||||
| 2007 | 12 992 | 16.52 | 30.20 | 0.16 | 0.69 | 2.96 | 18.80 | |||
| 2008 | 12 487 | 15.41 | 27.10 | 0.18 | 0.68 | 3.40 | 21.18 | |||
| 2009 | 12 241 | 15.48 | 28.31 | 0.19 | 0.69 | 3.74 | 20.81 | |||
| 2010 | 11 867 | 16.32 | 29.41 | 0.17 | 0.61 | 3.45 | 18.40 | |||
| 2011 | 11 350 | 16.87 | 29.74 | 0.17 | 0.63 | 2.75 | 14.75 | |||
| 2012 | 11 356 | 17.17 | 29.71 | 0.18 | 0.61 | 3.03 | 15.51 | |||
*Weighted mean.
†Weighted SD.
Adjusted effect of study variables on healthcare utilisation pattern
| Number of outpatient visits | Number of hospitalisations | Hospital days | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95% CI | p Value | OR | 95% CI | p Value | OR | 95% CI | p Value | ||||
| Health insurance status change | ||||||||||||
| Continuous health insurance | 1.000 | 1.000 | 1.000 | |||||||||
| Newly Medical Aid | 1.245 | 0.926 | 1.675 | 0.147 | 1.560 | 1.190 | 2.043 | 0.001 | 1.287 | 0.665 | 2.490 | 0.454 |
| Newly health insurance | 1.005 | 0.857 | 1.179 | 0.948 | 0.636 | 0.489 | 0.828 | 0.001 | 0.567 | 0.350 | 0.916 | 0.021 |
| Continuous Medical Aid | 1.363 | 1.217 | 1.527 | <0.0001 | 1.144 | 0.949 | 1.380 | 0.159 | 1.152 | 0.867 | 1.532 | 0.329 |
| Gender | ||||||||||||
| Male | 1.000 | 1.000 | 1.000 | |||||||||
| Female | 1.457 | 1.384 | 1.535 | <0.0001 | 1.033 | 0.946 | 1.128 | 0.467 | 0.809 | 0.666 | 0.982 | 0.032 |
| Age, years | ||||||||||||
| 20–29 | 1.000 | 1.000 | 1.000 | |||||||||
| 30–39 | 1.096 | 1.009 | 1.192 | 0.030 | 1.187 | 1.002 | 1.407 | 0.048 | 1.281 | 0.858 | 1.914 | 0.227 |
| 40–49 | 1.050 | 0.957 | 1.152 | 0.303 | 0.773 | 0.640 | 0.933 | 0.007 | 0.849 | 0.506 | 1.426 | 0.537 |
| 50–59 | 1.177 | 1.057 | 1.310 | 0.003 | 0.687 | 0.556 | 0.850 | 0.001 | 0.765 | 0.462 | 1.266 | 0.297 |
| 60–69 | 1.293 | 1.145 | 1.461 | <0.0001 | 0.559 | 0.442 | 0.706 | <0.0001 | 0.638 | 0.374 | 1.088 | 0.099 |
| ≥70 | 1.430 | 1.243 | 1.644 | <0.0001 | 0.587 | 0.470 | 0.734 | <0.0001 | 0.834 | 0.512 | 1.358 | 0.466 |
| Residential region | ||||||||||||
| Urban | 1.007 | 0.960 | 1.057 | 0.763 | 0.868 | 0.801 | 0.940 | 0.001 | 0.775 | 0.659 | 0.911 | 0.002 |
| Rural | 1.000 | 1.000 | 1.000 | |||||||||
| Marital status | ||||||||||||
| Married | 1.265 | 1.192 | 1.341 | <0.0001 | 1.552 | 1.394 | 1.728 | <0.0001 | 1.578 | 1.162 | 2.143 | 0.004 |
| Single (including divorced, widowed, separation) | 1.000 | 1.000 | 1.000 | |||||||||
| Education level | ||||||||||||
| ≤Elementary | 1.151 | 1.047 | 1.266 | 0.004 | 0.998 | 0.848 | 1.173 | 0.978 | 1.774 | 1.313 | 2.397 | 0.000 |
| Middle school | 1.003 | 0.923 | 1.091 | 0.940 | 0.932 | 0.795 | 1.093 | 0.388 | 1.825 | 1.308 | 2.546 | 0.000 |
| High school | 0.972 | 0.917 | 1.029 | 0.329 | 1.026 | 0.916 | 1.150 | 0.654 | 1.665 | 1.315 | 2.107 | <0.0001 |
| ≥College | 1.000 | 1.000 | 1.000 | |||||||||
| Number of household members | ||||||||||||
| 1–2 | 1.097 | 1.017 | 1.184 | 0.016 | 1.495 | 1.292 | 1.729 | <0.0001 | 1.324 | 0.981 | 1.787 | 0.067 |
| 3–4 | 0.967 | 0.903 | 1.036 | 0.342 | 1.031 | 0.903 | 1.177 | 0.649 | 0.849 | 0.633 | 1.138 | 0.273 |
| ≥5 | 1.000 | 1.000 | 1.000 | |||||||||
| Number of chronic diseases | ||||||||||||
| 0 | 0.307 | 0.291 | 0.325 | <0.0001 | 0.536 | 0.485 | 0.593 | <0.0001 | 0.504 | 0.407 | 0.624 | <0.0001 |
| 1 | 0.697 | 0.648 | 0.749 | <0.0001 | 1.292 | 1.116 | 1.495 | 0.001 | 1.297 | 0.949 | 1.773 | 0.103 |
| ≥2 | 1.000 | 1.000 | 1.000 | |||||||||
| Perceived health status | ||||||||||||
| Good | 1.000 | 1.000 | 1.000 | |||||||||
| Average | 1.523 | 1.447 | 1.603 | <0.0001 | 1.435 | 1.300 | 1.584 | <0.0001 | 1.651 | 1.364 | 1.997 | <0.0001 |
| Bad | 2.170 | 1.997 | 2.359 | <0.0001 | 3.782 | 3.362 | 4.253 | <0.0001 | 5.655 | 4.717 | 6.782 | <0.0001 |
| Economic activity status | ||||||||||||
| Yes | 1.000 | 1.000 | 1.000 | |||||||||
| No (including housewife and students) | 0.955 | 0.910 | 1.002 | 0.061 | 1.437 | 1.316 | 1.570 | <0.0001 | 1.331 | 1.091 | 1.623 | 0.005 |
| Disability | ||||||||||||
| Yes | 1.154 | 1.047 | 1.273 | 0.004 | 1.203 | 1.053 | 1.375 | 0.007 | 1.487 | 1.188 | 1.860 | 0.001 |
| No | 1.000 | 1.000 | 1.000 | |||||||||
| Year | ||||||||||||
| 2007 | 1.000 | 1.000 | 1.000 | |||||||||
| 2008 | 0.946 | 0.900 | 0.994 | 0.029 | 1.115 | 1.006 | 1.235 | 0.039 | 1.151 | 0.915 | 1.448 | 0.228 |
| 2009 | 0.897 | 0.846 | 0.952 | 0.000 | 1.245 | 1.118 | 1.387 | <0.0001 | 1.243 | 0.949 | 1.628 | 0.115 |
| 2010 | 0.992 | 0.938 | 1.048 | 0.766 | 1.116 | 1.000 | 1.245 | 0.050 | 1.262 | 0.951 | 1.674 | 0.107 |
| 2011 | 0.995 | 0.939 | 1.053 | 0.856 | 1.085 | 0.966 | 1.219 | 0.167 | 1.132 | 0.863 | 1.486 | 0.369 |
| 2012 | 1.055 | 0.991 | 1.123 | 0.096 | 1.251 | 1.119 | 1.399 | <0.0001 | 1.188 | 0.930 | 1.517 | 0.167 |