| Literature DB >> 28695039 |
Jun-Xiu Yang1, Lei Chen1.
Abstract
BACKGROUND ANDEntities:
Year: 2017 PMID: 28695039 PMCID: PMC5488490 DOI: 10.1155/2017/8762939
Source DB: PubMed Journal: Parkinsons Dis ISSN: 2042-0080
Demographic characteristics and clinical parameters of the 116 participants.
| Characteristics | Total | Age group | |||||||
|---|---|---|---|---|---|---|---|---|---|
| ≤60 years | 61–70 years | ≥71 years | |||||||
|
| 100% |
| 100% |
| 100% |
| 100% | ||
| Total | 116.00 | 100.00% | 27.00 | 23.28% | 48.00 | 41.38% | 41.00 | 35.34% | |
| Sex | |||||||||
| Male | 72.00 | 62.07% | 19.00 | 16.38% | 29.00 | 25.00% | 24.00 | 20.69% | |
| Female | 44.00 | 37.93% | 8.00 | 6.89% | 19.00 | 16.38% | 17.00 | 14.66% | |
| HY stage | |||||||||
| HY I | 32.00 | 27.59% | 10.00 | 8.62% | 15.00 | 12.93% | 7.00 | 6.03% | |
| HY II | 37.00 | 31.89% | 8.00 | 6.90% | 17.00 | 14.66% | 12.00 | 10.34% | |
| HY III | 29.00 | 25.00% | 6.00 | 5.17% | 11.00 | 9.48% | 12.00 | 10.34% | |
| HY IV | 9.00 | 7.76% | 2.00 | 1.72% | 3.00 | 2.59% | 4.00 | 3.45% | |
| HY V | 9.00 | 7.76% | 1.00 | 0.86% | 2.00 | 1.72% | 6.00 | 5.17% | |
| Duration of disease | |||||||||
| 1–5 years | 71.00 | 61.21% | 17.00 | 14.66% | 29.00 | 25.00% | 25.00 | 21.55% | |
| 6–10 years | 33.00 | 28.45% | 8.00 | 6.92% | 12.00 | 10.34% | 13.00 | 11.21% | |
| >10 years | 12.00 | 10.34% | 2.00 | 1.72% | 7.00 | 6.03% | 3.00 | 2.59% | |
| Past history | |||||||||
| Hypertension | 8.00 | 6.90% | 2.00 | 1.72% | 2.00 | 1.72% | 4.00 | 3.45% | |
| Diabetes | 4.00 | 3.45% | 1.00 | 0.86% | 3.00 | 2.59% | 0.00 | 0.00% | |
| Angiocardiopathy | 11.00 | 9.48% | 0.00 | 0.00% | 4.00 | 3.45% | 7.00 | 6.03% | |
| CI | 7.00 | 6.03% | 0.00 | 0.00% | 3.00 | 2.59% | 4.00 | 3.45% | |
| No | 86.00 | 74.14% | 24.00 | 20.69% | 36.00 | 31.03% | 26.00 | 22.41% | |
| Delayed diagnosis | |||||||||
| ≤2 years | 91.00 | 78.45% | 21.00 | 18.10% | 39.00 | 33.62% | 31.00 | 26.72% | |
| ≤5 years | 18.00 | 15.52% | 5.00 | 4.31% | 4.00 | 3.45% | 9.00 | 7.76% | |
| >5 years | 7.00 | 6.03% | 1.00 | 0.86% | 5.00 | 4.31% | 1.00 | 0.86% | |
| Surgical therapy | |||||||||
| Yes | 3.00 | 2.59% | 1.00 | 0.86% | 0.00 | 0.00% | 2.00 | 1.72% | |
| No | 113.00 | 97.41% | 26.00 | 22.41% | 48.00 | 41.38% | 39.00 | 33.62% | |
Annual PD expenses ($, 2016 values) of the 116 participants.
| ≤5 years | 6–10 years | ≥11 years | Total | |
|---|---|---|---|---|
| Mean (95% CI) | Mean (95% CI) | Mean (95% CI) | Mean (95% CI) | |
| Direct costs | 1837.41 (588.00–3086.81) | 3244.01 (1623.48–4864.54) | 4407.80 (2919.82–5895.78) | 2503.46 (1600.49–3406.44) |
| Direct medical costs | 1546.68 (402.56–2690.80) | 1872.53 (615.89–3129.18) | 2499.30 (1576.99–3421.61) | 1737.93 (957.50–2518.35) |
| Antiparkinsonian drug | 593.46 (490.13–696.79) | 615.59 (385.67–845.50) | 650.65 (440.45–860.86) | 605.67 (514.86–696.48) |
| Levodopa ( | 100.90 (84.38–117.42) | 111.00 (92.61–129.39) | 99.47 (59.80–139.14) | 92.32 (80.42–104.21) |
| Dopamine agonists ( | 613.69 (527.64–699.73) | 521.86 (404.62–639.10) | 405.79 (281.81–529.77) | 378.11 (313.87–442.34) |
| Anticholinergics ( | 2.26 (1.51–2.99) | 1.50 (0.81–2.19) | 1.40 (−0.34–3.14) | 0.30 (0.16–0.44) |
| Amantadine ( | 5.30 (4.38–6.22) | 5.14 (4.09–6.19) | 4.67 | 1.47 (1.01–1.94) |
| MAO-B inhibitors ( | 527.67 (365.50–689.84) | 376.27 (212.58–539.96) | 312.60 | 71.18 (38.48–103.88) |
| COMT inhibitors ( | 643.85 | 840.59 (214.49–1466.68) | 643.85 | 62.29 (22.70–101.87) |
| Inpatient care ( | 1679.48 (1503.60–1855.35) | 1679.48 (1503.60–1855.35) | 1679.48 (1503.60–1855.35) | 460.29 (295.67–624.90) |
| Appointment fee ( | 43.24 (41.83–44.65) | 44.47 (43.55–45.40) | 53.66 (42.58–64.74) | 44.67 (43.22–46.12) |
| Surgery care ( | 38551.15 | 12987.85 (−17066.46–43042.17) | 0 | 556.27 (−171.12–1283.65) |
| Auxiliary inspections costs ( | 164.85 (163.46–166.24) | 164.16 | 164.16 | 71.03 (55.95–86.11) |
| Direct nonmedical costs | 290.72 (65.97–515.48) | 1371.48 (726.01–2016.96) | 1908.50 (812.35–3004.66) | 765.54 (496.72–1034.36) |
| Special equipment ( | 46.37 | 46.37 | 46.37 | 10.39 (6.82–13.96) |
| Transportation fee ( | 34.64 (23.55–45.73) | 34.04 (25.64–42.43) | 45.98 (29.12–62.85) | 35.64 (28.35–42.94) |
| Formal care ( | 2937.60 (1224.90–4650.30) | 3362.95 (2688.08–4037.82) | 3159.77 (2434.92–3884.62) | 719.50 (453.48–985.53) |
| Indirect costs | 3386.88 (2373.67–4400.09) | 4068.65 (2977.96–5159.35) | 3686.40 (2649.94–4722.86) | 722.48 (428.25–1016.71) |
| Productivity losses ( | 3386.88 (2373.67–4400.09) | 4068.65 (2977.96–5159.35) | 3686.40 (2649.94–4722.86) | 722.48 (428.25–1016.71) |
Figure 1Direct costs of antiparkinsonian medicine.
Univariate analyses of contributions of various factors to the cost of PD ($, 2016 values).
| Characteristics |
| Mean | Median |
|
| Mean rank |
|
|---|---|---|---|---|---|---|---|
| Sex | 0.285 | ||||||
| Male | 72 | 2626.44 | 1141.15 | 587.03 | 3461.17 | 8.05 | |
| Female | 44 | 4206.96 | 1373.20 | 758.55 | 4491.21 | 9.04 | |
| Age | 0.291 | ||||||
| ≤60 years | 27 | 4193.49 | 1583.65 | 747.62 | 6880.35 | 9.55 | |
| 61–70 years | 48 | 2280.62 | 890.48 | 631.19 | 2413.64 | 7.73 | |
| ≥71 years | 41 | 3695.51 | 6295.98 | 513.73 | 4054.51 | 8.50 | |
| Duration of disease | 0.000 | ||||||
| 1–5 years | 71 | 2075.92 | 796.02 | 536.57 | 1583.65 | 6.98 | |
| 6–10 years | 33 | 4600.23 | 2774.03 | 683.60 | 6006.25 | 9.75 | |
| >10 years | 12 | 6251.00 | 6209.40 | 1908.07 | 9664.85 | 13.31 | |
| Delayed diagnosis | 0.059 | ||||||
| ≤2 years | 91 | 3152.85 | 978.64 | 627.20 | 2921.30 | 8.06 | |
| ≤5 years | 18 | 2877.63 | 1208.53 | 584.61 | 5292.34 | 8.63 | |
| >5 years | 7 | 5071.96 | 2774.03 | 1822.18 | 9408.40 | 12.57 | |
| HY stage | 0.000 | ||||||
| HY I | 32 | 1055.23 | 749.72 | 425.56 | 1445.52 | 5.93 | |
| HY II | 37 | 1352.50 | 850.04 | 348.86 | 1480.91 | 6.72 | |
| HY III | 29 | 6917.09 | 3858.03 | 936.91 | 9293.66 | 11.14 | |
| HY IV | 9 | 6264.64 | 5379.19 | 1421.05 | 10206.00 | 12.78 | |
| HY V | 9 | 3713.63 | 4282.27 | 1541.82 | 5441.76 | 11.19 | |
| Past history | 0.163 | ||||||
| No | 86 | 2760.31 | 999.28 | 602.26 | 3902.76 | 8.11 | |
| Hypertension | 8 | 11643.62 | 5324.07 | 1012.57 | 18502.35 | 11.56 | |
| Diabetes | 4 | 1099.16 | 659.39 | 278.21 | 2359.87 | 5.26 | |
| Angiocardiopathy | 11 | 1778.42 | 1316.31 | 693.57 | 2723.36 | 8.51 | |
| CI | 7 | 2816.39 | 2687.50 | 958.62 | 4557.04 | 10.35 | |
| Surgical therapy | 0.000 | ||||||
| No | 113 | 2468.63 | 1252.39 | 635.19 | 3741.53 | 8.21 | |
| Yes | 3 | 31751.49 | 2578.24 | 21196.31 | 16.56 | ||
| Antiparkinsonian drug levodopa costs | 0.046 | ||||||
| ≤455.625 | 41 | 2063.41 | 791.36 | 695.40 | 2023.34 | 7.51 | |
| ≤675 | 40 | 2675.48 | 1004.27 | 341.80 | 3587.03 | 7.73 | |
| ≤911.25 | 11 | 8073.97 | 4282.27 | 1019.93 | 8535.38 | 11.17 | |
| >911.25 | 21 | 3907.39 | 2426.61 | 685.98 | 5657.59 | 9.89 | |
| Dopamine agonists costs | 0.000 | ||||||
| 0 | 38 | 1672.29 | 427.42 | 277.88 | 2276.65 | 5.84 | |
| ≤2365.2 | 10 | 8196.79 | 6410.02 | 484.27 | 13114.41 | 10.66 | |
| ≤3547.8 | 55 | 3350.52 | 1252.39 | 791.36 | 4122.04 | 9.21 | |
| >3547.8 | 13 | 3416.75 | 1469.23 | 1469.23 | 4403.86 | 10.93 | |
Rank-sum test of two independent samples. Rank-sum test of multigroup independent samples.
Multivariate analyses of the cost-driving factors.
| Model | Unstandardized coefficients | Standardized coefficients |
| Sig | |
|---|---|---|---|---|---|
|
| SE | Beta | |||
| Constant | −25258.657 | 9804.132 | −2.576 | 0.011 | |
| Surgical therapy | 90937.539 | 8562.191 | 0.686 | 10.621 | 0.000 |
| Levodopa costs | 5996.662 | 2379.178 | 0.166 | 2.520 | 0.013 |
| Dopamine agonists costs | 5496.075 | 2583.129 | 0.144 | 2.128 | 0.036 |
The statistical method of Table 4 is multiple linear stepwise regression analysis.