| Literature DB >> 32340141 |
Kuang-Tsu Yang1, Chun-Hao Yin2, Yao-Min Hung3,4,5, Shih-Ju Huang6, Ching-Chih Lee7,8, Tsu-Jen Kuo9,10,11.
Abstract
Background: Children with cerebral palsy (CP) place a considerable burden on medical costs and add to an increased number of inpatient days in Taiwan. Continuity of care (COC) has not been investigated in this population thus far. Materials andEntities:
Keywords: children with cerebral palsy; continuity of care; inpatient days; medical costs
Mesh:
Year: 2020 PMID: 32340141 PMCID: PMC7215569 DOI: 10.3390/ijerph17082913
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Recruitment of children diagnosed as having CP with catastrophic illness certification. Between 2000 to 2012, patients with low (n = 1076), intermediate COCI (n = 1077), and high (n = 1081) COCI. CP = cerebral palsy; COCI = continuity of care index.
Figure 2Residual plot illustrating that the standardized residual was not compatible with linear regression for medical costs over 5 years.
Figure 3Residual plot illustrating that the standardized residual was not compatible with linear regression for numbers of inpatient days over 5 years.
One-year continuity of care index categorized according to characteristics in children with cerebral palsy.
| Total Patients | Low Group | Intermediate Group | High Group | ||
|---|---|---|---|---|---|
| Characteristics | n = 3234 (%) | n = 1076 (%) | n = 1077 (%) | n = 1081 (%) | |
| Outpatient visit | |||||
| Mean (SD) | 20.1 (12.2) | 19.6 (12.5) | 21.8 (13.2) | 18.7 (13.6) | <0.001 |
| Medium (Q1–Q3) | 17 (10–27) | 17 (10–27) | 19 (12–29) | 15 (9–25) | <0.001 |
| Physicians | |||||
| Mean (SD) | 5.3 (3.1) | 7.7 (3.3) | 5.3 (2.1) | 3.0 (1.7) | <0.001 |
| Medium (Q1–Q3) | 5 (3–7) | 7.0 (5–10) | 5.0 (4–6) | 3.0 (2–4) | <0.001 |
| Age, mean (SD), years | 3.6 (3.4) | 2.9 (2.8) | 3.3 (3.1) | 4.5 (3.9) | <0.001 |
| Gender (Male) | 1925 (59.5) | 665 (61.8) | 642 (59.6) | 618 (57.2) | 0.090 |
| Inpatient days, mean (SD) | 24.9 (55.6) | 31.6 (64.5) | 24.2 (52.7) | 19.0 (47.4) | <0.001 |
| Total medical costs | |||||
| Inpatient, mean (SD) | 5366 | 6836 | 4977 | 4290 | <0.001 |
| Outpatient, mean (SD) | 11,701 | 12,353 | 12,091 | 10,663 | <0.001 |
| Inpatient visits, mean (SD) | 1.2 (1.7) | 1.3 (1.8) | 1.3 (1.8) | 1.0 (1.6) | <0.001 |
| Residential area | 0.028 | ||||
| Northern | 1679 (51.9) | 568 (52.8) | 571 (53.0) | 540 (50.0) | |
| Central | 720 (22.3) | 223 (20.7) | 261 (24.2) | 236 (21.8) | |
| Southern/Eastern | 835 (25.8) | 285 (26.5) | 245 (22.7) | 305 (28.2) | |
| Urbanization level | 0.539 | ||||
| Urban | 1912 (59.1) | 637 (59.2) | 649 (60.3) | 626 (57.9) | |
| Non-urban | 1322 (40.9) | 439 (40.8) | 428 (39.7) | 455 (42.1) | |
| Hospital level | 0.657 | ||||
| Medical center | 2055 (63.5) | 673 (62.5) | 694 (64.4) | 688 (63.6) | |
| Regional/District hospital | 1179 (36.5) | 403 (37.5) | 383 (35.6) | 393 (36.4) | |
| Comorbidity | |||||
| Asthma | 450 (13.9) | 136 (12.6) | 162 (15.0) | 152 (14.1) | 0.269 |
| PTL & SGA | 1194 (36.9) | 449 (41.7) | 393 (36.5) | 352 (32.6) | <0.001 |
| Perinatal complication | 1873 (57.9) | 676 (58.4) | 629 (58.4) | 568 (52.5) | <0.001 |
| Epilepsy | 1638 (50.6) | 509 (47.3) | 572 (53.1) | 557 (51.5) | 0.021 |
| Pneumonia | 2051 (63.4) | 732 (68.0) | 699 (64.9) | 620 (57.4) | <0.001 |
| GERD | 201 (6.2) | 88 (8.2) | 66 (6.1) | 47 (4.3) | 0.001 |
| Nasogastric tube use | 451 (13.9) | 169 (15.7) | 142 (13.2) | 140 (13.0) | 0.123 |
| Mortality | 568 (17.6) | 203 (18.9) | 192 (17.8) | 173 (16.0) | 0.209 |
Abbreviations: COCI, Continuity of Care Index; SD, standard deviation; Q1–Q3, 1st–3rd quantile; PTL & SGA, preterm labor and small for gestational age; GERD, gastroesophageal reflux disease.
(A) Medical costs over 5 years in children with cerebral palsy categorized by the level of continuity of care index and analyzed by the univariate hierarchical generalized linear model using a hospital-level random-intercept model. (B) Medical costs over 5 years in children with cerebral palsy categorized by the level of continuity of care index and analyzed by the multivariate hierarchical generalized linear model using a hospital-level random-intercept model.
| ( | ||
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| COCI group | ||
| Low group (COCI < 0.235) | 3571 | <0.001 |
| Intermediate group | 1952 | 0.006 |
| High group (0.436 ≤ COCI) | Reference | |
| Age, year | ||
| ≤2.5 | 7876 | <0.001 |
| >2.5 | Reference | |
| Gender | ||
| Male | 402 | 0.500 |
| Female | Reference | |
| Inpatient visits | ||
| 0–1 | −7828 | <0.001 |
| >1 | Reference | |
| Residential area | ||
| Northern | −873 | 0.266 |
| Central | −673 | 0.477 |
| Southern/Eastern | Reference | |
| Urbanization level | ||
| Urban | −168 | 0.782 |
| Non-urban | Reference | |
| Hospital level | ||
| Medical center | 2213 | 0.001 |
| Regional/District | Reference | |
| Comorbidity | ||
| Asthma | ||
| No | 129 | 0.879 |
| Yes | Reference | |
| PTL & SGA | ||
| No | −410 | 0.501 |
| Yes | Reference | |
| Perinatal complication | ||
| No | −2839 | <0.001 |
| Yes | Reference | |
| Epilepsy | ||
| No | −1624 | 0.006 |
| Yes | Reference | |
| Pneumonia | ||
| No | −6049 | <0.001 |
| Yes | Reference | |
| GERD | ||
| No | −5216 | <0.001 |
| Yes | Reference | |
| Nasogastric tube use | ||
| No | −10,069 | <0.001 |
| Yes | Reference | |
| ( | ||
|
|
|
|
| COCI group | ||
| Low group (COCI < 0.235) | 1656 | 0.016 |
| Intermediate group | −36 | 0.958 |
| High group (0.436 ≤ COCI) | Reference | |
| Age, year | ||
| ≤2.5 | 5501 | <0.001 |
| >2.5 | Reference | |
| Gender | ||
| Male | −137 | 0.809 |
| Female | Reference | |
| Inpatient visits | ||
| 0–1 | −3784 | <0.001 |
| >1 | Reference | |
| Residential area | ||
| Northern | −731 | 0.285 |
| Central | −178 | 0.824 |
| Southern/Eastern | Reference | |
| Urbanization level | ||
| Urban | −136 | 0.820 |
| Non-urban | Reference | |
| Hospital level | ||
| Medical center | 1173 | 0.044 |
| Regional/District | Reference | |
| Comorbidity | ||
| Asthma | ||
| No | −679 | 0.412 |
| Yes | Reference | |
| PTL & SGA | ||
| No | 380 | 0.600 |
| Yes | Reference | |
| Perinatal complication | ||
| No | −1187 | 0.088 |
| Yes | Reference | |
| Epilepsy | ||
| No | 285 | 0.637 |
| Yes | Reference | |
| Pneumonia | ||
| No | −2513 | <0.001 |
| Yes | Reference | |
| GERD | ||
| No | −1674 | 0.151 |
| Yes | Reference | |
| Nasogastric tube use | ||
| No | −6677 | <0.001 |
| Yes | Reference | |
(A) Stratified analysis of inpatient medical costs for children with cerebral palsy according to the level of continuity of care index analyzed by the hierarchical generalized linear model using a hospital-level random-intercept model. (B) Stratified analysis of outpatient medical costs for children with cerebral palsy according to the level of continuity of care index analyzed by the hierarchical generalized linear model using a hospital-level random-intercept model.
| ( | ||
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| (Inpatient medical costs within 5 years) | ||
| COCI group | ||
| Low group (COCI < 0.235) | 1660 | 0.002 |
| Intermediate group | −458 | 0.397 |
| High group (0.436 ≤ COCI) | Reference | |
| ( | ||
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| (Outpatient medical costs within 5 years) | ||
| COCI group | ||
| Low group (COCI < 0.235) | 614 | 0.121 |
| Intermediate group | 583 | 0.138 |
| High group (0.436 ≤ COCI) | Reference | |
Adjusted characteristics: age, gender, inpatient visits, residential area, urbanization level, hospital level, and comorbidities.
(A) Inpatient days over 5 years in children with cerebral palsy categorized by the level of continuity of care index and analyzed by the univariate hierarchical generalized linear model using a hospital-level random-intercept model. (B) Inpatient days over 5 years in children with cerebral palsy categorized by the level of continuity of care index and analyzed by the multivariate hierarchical generalized linear model using a hospital-level random-intercept model.
| ( | ||
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| COCI group | ||
| Low group (COCI < 0.235) | 13 | <0.001 |
| Intermediate group | 5 | 0.037 |
| High group (0.436 ≤ COCI) | Reference | |
| Age, year | ||
| ≤2.5 | 19 | <0.001 |
| >2.5 | Reference | |
| Gender | ||
| Male | −1 | 0.974 |
| Female | Reference | |
| Inpatient visits | ||
| 0–1 | −39 | <0.001 |
| >1 | Reference | |
| Residential area | ||
| Northern | −7 | 0.013 |
| Central | −9 | 0.016 |
| Southern/Eastern | Reference | |
| Urbanization level | ||
| Urban | −2 | 0.295 |
| Non-urban | Reference | |
| Hospital level | ||
| Medical center | 9 | 0.006 |
| Regional/District hospital | Reference | |
| Comorbidity | ||
| Asthma | ||
| No | −1 | 0.743 |
| Yes | Reference | |
| PTL & SGA | ||
| No | 12 | <0.001 |
| Yes | Reference | |
| Perinatal complication | ||
| No | 1 | 0.913 |
| Yes | Reference | |
| Epilepsy | ||
| No | −17 | <0.001 |
| Yes | Reference | |
| Pneumonia | ||
| No | −32 | <0.001 |
| Yes | Reference | |
| GERD | ||
| No | −10 | <0.001 |
| Yes | Reference | |
| Nasogastric tube use | ||
| No | −69 | <0.001 |
| Yes | Reference | |
| ( | ||
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| COCI group | ||
| Low group (COCI < 0.235) | 8 | <0.001 |
| Intermediate group | −1 | 0.991 |
| High group (0.436 ≤ COCI) | Reference | |
| Age, year | ||
| ≤2.5 | 7 | <0.001 |
| >2.5 | Reference | |
| Gender | ||
| Male | −1 | 0.505 |
| Female | Reference | |
| Inpatient visits | ||
| 0–1 | −20 | <0.001 |
| >1 | Reference | |
| Residential area | ||
| Northern | −6 | 0.018 |
| Central | −7 | 0.014 |
| Southern/Eastern | Reference | |
| Urbanization level | ||
| Urban | −1 | 0.528 |
| Non-urban | Reference | |
| Hospital level | ||
| Medical center | 4 | 0.070 |
| Regional/District hospital | Reference | |
| Comorbidity | ||
| Asthma | ||
| No | −2 | 0.933 |
| Yes | Reference | |
| PTL & SGA | ||
| No | 6 | 0.004 |
| Yes | Reference | |
| Perinatal complication | ||
| No | −1 | 0.865 |
| Yes | Reference | |
| Epilepsy | ||
| No | −2 | 0.381 |
| Yes | Reference | |
| Pneumonia | ||
| No | −14 | <0.001 |
| Yes | Reference | |
| GERD | ||
| No | −3 | 0.390 |
| Yes | Reference | |
| Nasogastric tube use | ||
| No | −54 | <0.001 |
| Yes | Reference | |