| Literature DB >> 28288623 |
Dajie Chen1, Shuai Liu1, Xiaodong Tan2, Qihan Zhao1.
Abstract
BACKGROUND: The incidence of type 2 diabetes is increasing, creating a huge burden for China's social healthcare system. This study aimed to evaluate hospital length of stay (LOS) based on admission characteristics and direct costs correlated with various types of complications for type 2 diabetic inpatients in Hubei Province, China.Entities:
Keywords: Admission characteristics; Complications; Direct costs; Length of stay; Type 2 diabetes mellitus
Mesh:
Year: 2017 PMID: 28288623 PMCID: PMC5348848 DOI: 10.1186/s12913-017-2140-4
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Demographic and clinical characteristics of the study population
| Characteristics | Mean ± SD or number | Median or percentage | 25th–75th percentile | |
|---|---|---|---|---|
| Gender | Male | 944 | 61.78 | |
| Female | 584 | 38.22 | ||
| Age group | 20~ | 16 | 1.05 | |
| 30~ | 53 | 3.47 | ||
| 40~ | 303 | 19.83 | ||
| 50~ | 365 | 23.89 | ||
| 60~ | 268 | 17.54 | ||
| 70~ | 287 | 18.78 | ||
| 80~ | 218 | 14.27 | ||
| 90~ | 18 | 1.18 | ||
| LOS | 11.65 ± 6.13 | 10 | 8–15 | |
| Type of medical insurance | Urban Resident Basic Medical Insurance | 41 | 2.68 | |
| Urban Employee Basic Medical Insurance | 603 | 39.46 | ||
| Other means of payment | 23 | 1.51 | ||
| Public expense | 31 | 2.03 | ||
| Private expense | 789 | 51.64 | ||
| NCMS | 41 | 2.68 | ||
| Mode of Admission | Emergency | 29 | 1.90 | |
| Outpatient | 1470 | 96.20 | ||
| Other | 29 | 1.90 | ||
| Year of admission | 2013 | 724 | 47.38 | |
| 2014 | 804 | 52.62 | ||
| Occupation | Employee | 248 | 16.23 | |
| Student | 3 | 0.20 | ||
| Labourer | 181 | 11.84 | ||
| Retired | 721 | 47.19 | ||
| Unemployed | 375 | 24.54 | ||
| Complications | No complications | 164 | 10.73 | |
| Chronic complications | 1249 | 81.74 | ||
| Acute + chronic complications | 115 | 7.53 | ||
| Costs per patient | 232.47 ± 164.95 | 185.00 | 142.04–272.18 | |
Factors associated with LOS by univariate analysis
| Factors | Mean days | Median days |
| |
|---|---|---|---|---|
| Gender | Male | 11.40 ± 6.04 | 10.00 (7.00–14.00) | 0.056 |
| Female | 12.04 ± 6.27 | 11.00 (8.00–15.00) | ||
| Age group | 20~ | 9.06 ± 3.79 | 9.00 (6.00–12.75) | <0.001 |
| 30~ | 10.00 ± 5.63 | 9.00 (7.00–10.50) | ||
| 40~ | 10.95 ± 6.21 | 10.00 (7.00–13.00) | ||
| 50~ | 9.83 ± 5.09 | 9.00 (7.00–13.00) | ||
| 60~ | 10.71 ± 5.12 | 10.00 (8.00–13.00) | ||
| 70~ | 12.45 ± 5.99 | 11.00 (9.00–15.00) | ||
| 80~ | 15.67 ± 6.73 | 16.00 (11.00–21.00) | ||
| 90~ | 19.94 ± 5.96 | 21.00 (16.75–23.25) | ||
| Type of medical insurance | Urban Resident Basic Medical Insurance | 10.31 ± 5.39 | 9.00 (7.00–11.00) | <0.001 |
| Urban Employee Basic Medical Insurance | 10.14 ± 4.84 | 9.00 (7.00–12.00) | ||
| Other | 13.30 ± 5.41 | 13.00 (11.00–17.00) | ||
| Public expense | 14.19 ± 6.11 | 15.00 (10.00–19.00) | ||
| Private expense | 12.65 ± 6.74 | 12.00 (8.00–17.00) | ||
| NCMS | 12.95 ± 7.15 | 11.00 (8.50–15.50) | ||
| Occupation | Employee | 10.95 ± 6.20 | 10.00 (7.00–15.00) | <0.001 |
| Student | 12.00 ± 5.57 | 13.00 (6.00–) | ||
| Labourer | 10.32 ± 5.26 | 9.00 (7.00–13.00) | ||
| Employed | 12.54 ± 6.29 | 11.00 (8.00–16.00) | ||
| Unemployed | 11.02 ± 5.94 | 10.00 (8.00–13.00) | ||
| Mode of Admission | Emergency | 10.62 ± 7.81 | 9.00 (4.50–13.00) | 0.057 |
| Outpatient | 11.68 ± 5.95 | 10.00 (8.00–15.00) | ||
| Other | 11.03 ± 11.33 | 9.00 (2.00–14.50) | ||
| Year of admission | 2013 | 11.67 ± 6.31 | 10.00 (8.00–14.00) | 0.998 |
| 2014 | 11.62 ± 5.97 | 10.00 (8.00–15.00) | ||
| Complications | No complications | 15.43 ± 7.17 | 15.50 (10.00–22.00) | <0.001 |
| Chronic complications | 11.23 ± 5.84 | 10.00 (8.00–14.00) | ||
| Acute + chronic complications | 10.74 ± 5.81 | 10.00 (7.00–13.00) | ||
Factors associated with LOS by multiple linear regression analysis
| Factors | Reference group |
| Std. Error | 95% C.I |
| |
|---|---|---|---|---|---|---|
| Lower | Upper | |||||
| Gender | ||||||
| Female | Male | 0.165 | 0.319 | −0.459 | 0.790 | 0.604 |
| Age group | ||||||
| 30~ | 20~ | 1.339 | 1.761 | −2.112 | 4.790 | 0.447 |
| 40~ | 2.091 | 1.612 | −1.069 | 5.252 | 0.195 | |
| 50~ | 0.591 | 1.616 | −2.577 | 3.758 | 0.715 | |
| 60~ | 1.325 | 1.642 | −1.893 | 4.543 | 0.420 | |
| 70~ | 2.856 | 1.645 | −0.368 | 6.081 | 0.083 | |
| 80~ | 5.161 | 1.671 | 1.887 | 8.435 | 0.002 | |
| 90~ | 8.328 | 2.157 | 4.101 | 12.555 | 0.001 | |
| Type of medical insurance | ||||||
| Urban Employee Basic Medical Insurance | Urban Resident Basic Medical Insurance | −0.050 | 0.921 | −1.856 | 1.756 | 0.957 |
| Other | 2.541 | 1.486 | −0.372 | 5.454 | 0.087 | |
| Public expense | 2.250 | 1.383 | −0.460 | 4.961 | 0.104 | |
| Private expense | 1.489 | 0.919 | −0.311 | 3.290 | 0.105 | |
| NCMS | 3.053 | 1.265 | 0.574 | 5.531 | 0.016 | |
| Occupation | ||||||
| Labourer | Employee | 0.118 | 0.577 | −1.014 | 1.249 | 0.839 |
| Retired | 0.843 | 0.483 | −0.104 | 1.790 | 0.081 | |
| Unemployed | 0.506 | 0.471 | −0.416 | 1.429 | 0.282 | |
| Mode of Admission | ||||||
| Outpatient | Emergency | 1.331 | 1.079 | −0.784 | 3.445 | 0.217 |
| Other | 0.348 | 1.507 | −2.605 | 3.301 | 0.817 | |
| Complications | ||||||
| Chronic complications | No complications | −1.678 | 0.548 | −2.751 | −0.605 | 0.002 |
| Acute + chronic complications | −2.475 | 0.753 | −3.951 | −0.998 | 0.001 | |
The occupation “student” was not included in the multiple linear regression analysis because the sample size was limited to 3
Hospitalization costs of type 2 diabetes in patients with various complications
| Hospitalization costs | No complications | Chronic complications | Acute + chronic complications |
| |||
|---|---|---|---|---|---|---|---|
| Mean ± SD | Median | Mean ± SD | Median | Mean ± SD | Median | ||
| Total costs | 159.72 ± 130.83 | 135.33 (92.03–184.28) | 240.60 ± 166.58 | 192.09 (147.81–282.30)a | 247.98 ± 166.22 | 200.99 (155.47–286.39)b | <0.001 |
| Drugs | 68.69 ± 75.18 | 57.84 (27.98–84.92) | 111.60 ± 84.44 | 89.60 (61.67–138.62)a | 115.59 ± 82.89 | 95.45 (62.99–135.40)b | <0.001 |
| Accommodation | 10.28 ± 12.35 | 7.71 (4.24–12.95) | 14.90 ± 19.19 | 11.64 (8.81–15.80)a | 13.28 ± 6.99 | 11.11 (8.81–16.26)b | <0.001 |
| Imaging | 16.48 ± 14.61 | 15.03 (4.98–23.06) | 25.65 ± 19.87 | 22.35 (13.26–33.55)a | 23.93 ± 17.13 | 22.06 (11.15–31.75)b | <0.001 |
| Therapeutics | 14.41 ± 36.90 | 6.63 (2.32–11.38) | 27.12 ± 48.69 | 10.92 (5.79–20.07)a | 31.15 ± 49.19 | 13.84 (8.48–24.89)bc | <0.001 |
| Lab analysis | 32.85 ± 22.34 | 31.55 (19.01–46.50) | 44.62 ± 26.04 | 39.72 (28.33–56.05)a | 44.44 ± 25.33 | 38.76 (25.68–58.61)b | <0.001 |
| Sanitary materials | 5.25 ± 5.69 | 3.78 (1.84–6.81) | 11.48 ± 62.34 | 5.31 (3.35–7.77)a | 14.31 ± 32.36 | 6.54 (4.31–9.76)bc | <0.001 |
| Diagnostics | 1.55 ± 1.08 | 1.42 (0.75–2.06) | 2.24 ± 1.06 | 2.06 (1.53–2.68)a | 2.27 ± 1.01 | 2.07 (1.53–2.87)b | <0.001 |
| Nursing care | 1.09 ± 1.77 | 0.76 (0.47–1.32) | 1.65 ± 1.45 | 1.15 (0.86–1.91)a | 1.82 ± 1.55 | 1.23 (0.85–2.10)b | <0.001 |
A Dunn’s nonparametric comparison for post hoc testing after a Kruskal-Wallis test were performed and indicated significant differences between groups of no complications and chronic complications, no complications and acute + chronic complications, and chronic complications and acute + chronic complications, as illustrated a, b, c respectively in Table 4
Hospitalization costs of type 2 diabetes in patients with various chronic complications
| Hospitalization costs | Microvascular | Macrovascular | Microvascular + macrovascular |
| |||
|---|---|---|---|---|---|---|---|
| Mean ± SD | Median | Mean ± SD | Median | Mean ± SD | Median | ||
| Total costs | 225.40 ± 115.32 | 200.34 (151.00–263.24) | 221.25 ± 177.64 | 170.05 (134.81–255.11)a | 275.18 ± 193.14 | 217.91 (158.94–345.02)bc | <0.001 |
| Drugs | 109.11 ± 67.82 | 94.80 (65.25–137.20) | 99.60 ± 76.64 | 80.26 (57.07–119.78)a | 125.87 ± 103.22 | 96.08 (63.04–164.70)c | <0.001 |
| Accommodation | 13.12 ± 7.55 | 11.72 (8.99–15.09) | 13.24 ± 13.98 | 10.11 (7.71–15.42)a | 18.37 ± 29.02 | 12.38 (9.91–17.73)bc | <0.001 |
| Imaging | 28.19 ± 19.55 | 24.26 (15.97–35.40) | 21.84 ± 16.31 | 19.85 (10.84–29.24)a | 26.74 ± 22.65 | 22.61 (11.48–35.99)c | <0.001 |
| Therapeutics | 16.08 ± 20.87 | 10.76 (5.71–16.61) | 29.55 ± 54.91 | 10.33 (5.31–19.92) | 36.14 ± 59.49 | 11.71 (6.47–29.3)bc | 0.005 |
| Lab analysis | 45.96 ± 25.19 | 40.30 (28.55–58.62) | 40.44 ± 19.78 | 37.33 (27.69–50.51)a | 47.30 ± 31.32 | 41.37 (28.94–60.36)c | 0.007 |
| Sanitary materials | 7.14 ± 10.02 | 5.52 (3.69–7.46) | 12.15 ± 95.75 | 4.64 (2.84–7.01)a | 15.31 ± 49.03 | 6.02 (3.59–9.15)c | <0.001 |
| Diagnostics | 2.22 ± 0.95 | 2.10 (1.69–2.62) | 2.08 ± 0.99 | 1.87 (1.50–2.62)a | 2.40 ± 1.21 | 2.25 (1.69–2.87)c | <0.001 |
| Nursing care | 1.34 ± 1.17 | 1.12 (0.85–1.42) | 1.55 ± 1.36 | 1.05 (0.76–1.87) | 2.08 ± 1.69 | 1.63 (0.96–2.62)bc | <0.001 |
A Dunn’s nonparametric comparison for post hoc testing after a Kruskal-Wallis test were performed and indicated significant differences between groups of microvascular complications and macrovascular complications, microvascular complications and microvascular + macrovascular complications, and macrovascular complications and microvascular + macrovascular complications, as illustrated a, b, c respectively in Table 5