| Literature DB >> 25889920 |
Emanuel Catumbela1,2,3,4, Alberto Freitas5,6, Fernando Lopes7,8, Maria Del Carmen Torres Mendoza9, Carlos Costa10, António Sarmento11, Altamiro da Costa-Pereira12,13.
Abstract
BACKGROUND: The number of HIV-related hospitalizations has decreased worldwide in recent years owing to the availability of highly active antiretroviral therapy. However, the change in HIV-related hospitalizations in Portugal has not been studied. Using comprehensive hospital discharge data from mainland Portuguese hospitals, we examined trends in HIV-related inpatient admissions, length of stay (LOS), Elixhauser comorbidity measures, in-hospital mortality, and mean cost from 2000 to 2010.Entities:
Mesh:
Year: 2015 PMID: 25889920 PMCID: PMC4403787 DOI: 10.1186/s12913-015-0801-8
Source DB: PubMed Journal: BMC Health Serv Res ISSN: 1472-6963 Impact factor: 2.655
Figure 1Portugal II (NUTS II) regional map. The Norte, Centro, Lisbon, Alentejo, and Algarve regions were included in the present study.
Administrative regulations from the Portuguese Ministry of Health assigning hospitalization costs according to the DRG
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| 488 | HIV with an extensive procedure in the operating room. | € 2,193.50 | € 11,889.72 | € 13,099.08 | ||
| 489 | HIV with a significant related clinical situation. | € 1,121.30 | € 7,181.14 | € 7,911.56 | |||
| 490 | HIV with procedures in the operating room without other related situations. | € 664.80 | € 3,007.10 | € 33,212.97 | |||
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| 700 | Tracheostomy for HIV. | € 39,162.25 | € 40,062.90 | |||
| 701 | Infection with HIV and an operation and ventilation or nutritional support. | € 14,467.48 | € 14,800.20 | ||||
| 702 | HIV infection with an operation room procedure and multiple related major infections. | € 11,771.16 | € 12,041.88 | ||||
| 703 | HIV infection with a block operative procedure and related major diagnosis. | € 10,433.90 | € 10,673.86 | ||||
| 704 | HIV infection with an operating room procedure with no related major diagnosis. | € 6,235.18 | € 6,378.58 | ||||
| 705 | HIV infection with multiple related major infections, including tuberculosis. | € 8,737.55 | € 8,938.49 | ||||
| 706 | HIV infection with multiple related major infections, not including tuberculosis. | € 8,666.81 | € 8,866.13 | ||||
| 707 | HIV infection with a nutritional support or ventilator. | € 8,421.56 | € 8,615.24 | ||||
| 708 | HIV infection with a related major diagnosis, discharge against medical advice. | € 3,597.43 | € 3,680.16 | ||||
| 709 | HIV infection with multiple related major diagnoses or significant diagnoses, including tuberculosis. | € 8,322.24 | € 8,513.64 | ||||
| 710 | HIV infection with multiple related major diagnoses or significant diagnoses, not including tuberculosis. | € 5,896.94 | € 6,032.56 | ||||
| 711 | HIV infection with a major related diagnosis without multiple related major or significant diagnoses, including tuberculosis. | € 5,030.96 | € 5,146.67 | ||||
| 712 | HIV infection with a major related diagnosis without multiple related major or significant diagnoses, not including tuberculosis. | € 3,277.22 | € 3,352.59 | ||||
| 713 | HIV infection associated with a significant diagnosis, discharge against medical advice. | € 1,847.90 | € 1,890.40 | ||||
| 714 | HIV infection with significant related diagnosis. | € 2,980.44 | € 3,048.99 | ||||
| 715 | HIV infection with other related diagnoses. | € 1,725.63 | € 1,765.32 | ||||
| 716 | HIV infection with no other related diagnoses. | € 1,568.69 | € 1,604.77 | ||||
*MCD = Major Category Diagnosis.
**DRG = Diagnosis-related group.
Population, hospitalization, and mortality trends in HIV-related inpatient admissions in Portugal
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| Mid-year populations of persons living with HIV* | 4,466 | 4,993 | 5,524 | 6,010 | 6,437 | 6,854 | 7,213 | 7,521 | 7,819 | 8,052 | 8,289 | 382.127 | [341.991:422.264] | |
| HIV/AIDS hospitalization frequency |
| 5,459 | 5,550 | 5,654 | 5,628 | 5,468 | 5,491 | 5,214 | 5,089 | 4,894 | 4,326 | 4,254 | −132.118 | [−186.756: −77.480] |
| Hospitalization rate# | 1.2 | 1.1 | 1.0 | 0.9 | 0.8 | 0.8 | 0.7 | 0.7 | 0.6 | 0.5 | 0.5 | −0.069 | [−0.078: −0.060] | |
| Gender (% male) |
| 76 | 76 | 76 | 74 | 74 | 73 | 74 | 72 | 70 | 70 | 70 | −0.691 | [−0.854:−0.528] |
| Age (mean) |
| 35 | 37 | 38 | 38 | 39 | 41 | 41 | 42 | 42 | 43 | 44 | 0.827 | [0.709:0.946] |
| Median LOS (days) |
| 12 | 12 | 12 | 11 | 12 | 12 | 11 | 11 | 11 | 10 | 10 | −0.200 | [−0.296:−0.104] |
| In-hospital mortality (%) |
| 14.9 | 15.5 | 15.4 | 15.1 | 14.9 | 14.8 | 13.8 | 13.4 | 13.1 | 13.4 | 13.1 | −0.262 | [−0.349:−0.175] |
| Average cost (€) |
| 997.7 | 4,818.1 | 6,062.0 | 6,625.6 | 6,689.7 | 6,640.8 | 5.676.4 | 4,480.0 | 4,670.4 | 4,594.1 | 4,664.0 | 72.329 | [−293.079:437.737] |
| Total cost in M (€) |
| 5,446 | 26,740 | 34,274 | 37,288 | 36,579 | 36,464 | 29,596 | 22,798 | 22,856 | 19,874 | 19,840 | −233.736 | [−2437.823:1970.350] |
*Data published in “Infecção VIH/SIDA: A Situação em Portugal a 31 de Dezembro de 2010,” by the Departamento de Doenças Infecciosas.
#Calculated by dividing the mid-year population of persons living with HIV by the number of hospitalization episodes due to HIV per year.
95% CI = 95% confidence interval.
Median HIV inpatient admissions in Portugal by NUTS II region and year
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| Median LOS | 12 | 11 | 11 | 12 | 13 | 12 | 10 | 11 | 10 | 9 | 9 | 10.9 | −25 |
| % Death | 19.1 | 17.7 | 17.6 | 16.4 | 15.4 | 15.3 | 11.7 | 13.8 | 12.8 | 13.5 | 11.4 | 15.0 | −40.1 |
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| Median LOS | 11 | 11 | 11 | 11 | 11 | 10 | 10 | 11 | 10 | 10 | 9 | 10.4 | −18.2 |
| % Death | 10.1 | 9.4 | 12.4 | 8.9 | 10.8 | 11.3 | 14.8 | 11.2 | 7.3 | 7.5 | 7.7 | 10.1 | −24.0 |
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| Median LOS | 12 | 12 | 12 | 11 | 12 | 12 | 12 | 11 | 12 | 11 | 11 | 11.6 | −8.3 |
| % Death | 14.5 | 16.1 | 15.0 | 15.7 | 15.3 | 15.2 | 14.5 | 13.8 | 14.2 | 14.4 | 15.0 | 14.9 | 3.4 |
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| Median LOS | 11 | 10 | 13 | 11 | 12 | 10 | 9 | 9 | 11 | 10 | 9 | 10.4 | −18.2 |
| % Death | 17.1 | 12.0 | 24.3 | 15.2 | 22.5 | 16.8 | 17.5 | 17.1 | 19.3 | 19.4 | 23.1 | 18.4 | 34.9 |
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| Median LOS | 12 | 12 | 11 | 10 | 11 | 12 | 12 | 11 | 11 | 14 | 13 | 11.7 | 8.3 |
| % Death | 8.3 | 10.2 | 12.1 | 14.6 | 12.8 | 14.1 | 12.2 | 11.2 | 14.3 | 14.3 | 12.6 | 12.4 | 52.6 |
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| Median LOS | 11.5 | 11.2 | 11.6 | 11.0 | 11.8 | 11.2 | 8.0 | 10.6 | 10.8 | 10.8 | 10.2 | 11.0 | −8.9 |
| % Death | 14.9 | 15.5 | 15.4 | 15.1 | 14.9 | 14.8 | 13.8 | 13.4 | 13.1 | 13.4 | 13.1 | 14.4 | −11.7 |
NUTS II = Nomenclature of Territorial Units for Statistics II; LOS = length of stay.
Mean costs for HIV inpatients in Portugal by year and NUTS II
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| 1051.0 | (1036.8–1065.2) | 953.7 | (925.2–982.2) | 1024.0 | (1014.2–1033.8) | 982.7 | (926.0–1039.4) | 977.3 | (939.4–1015.2) |
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| 5099.2 | (4928.6–5269.9) | 4597.4 | (4327.0–4867.8) | 4808.6 | (4699.8–4917.5) | 4961.2 | (4324.1–5598.3) | 4624.3 | (4281.1–4967.4) |
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| 6480.8 | (6376.0–6585.6) | 5654.6 | (5471.4–5837.7) | 6209.4 | (6126.9–6291.9) | 6356.6 | (5986.9–6726.4) | 5608.6 | (5353.4–5863.8) |
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| 7137.9 | (7006.4–7269.4) | 6393.4 | (6183.0–6603.9) | 6798.8 | (6710.4–6887.3) | 6370.8 | (5911.5–6830.2) | 6427.0 | (6140.4–6713.7) |
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| 7181.7 | (7058.0–7305.3) | 6593.4 | (6372.1–6814.7) | 6855.2 | (6766.0–6944.4) | 6418.4 | (5944.1–6892.7) | 6399.7 | (6099.1–6700.3) |
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| 6894.7 | (6772.8–7016.6) | 6474.0 | (6243.6–6704.4) | 6746.2 | (6651.4–6840.9) | 6459.4 | (6061.0–6857.8) | 6629.9 | (6339.5–6920.4) |
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| 5924.8 | (5777.3–6072.3) | 5286.5 | (5044.9–5528.1) | 6056.5 | (5946.7–6166.3) | 5601.4 | (5096.8–6105.9) | 5512.6 | (5181.2–5844.1) |
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| 5110.8 | (4936.9–5284.8) | 3793.2 | (3579.2–4007.2) | 4951.4 | (4818.9–5083.8) | 4335.4 | (3541.7–5129.0) | 4209.3 | (3921.6–4497.0) |
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| 5301.3 | (5103.1–5499.6) | 3930.2 | (3717.3–4143.1) | 5053.6 | (4903.7–5203.5) | 4403.5 | (3849.7–4957.3) | 4663.4 | (4019.3–5307.5) |
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| 4907.5 | (4705.1–5109.9) | 4244.9 | (3956.7–4533.1) | 4995.3 | (4814.3–5176.3) | 3898.9 | (3375.5–4422.2) | 4923.9 | (4450.5–5397.3) |
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| 4733.4 | (4553.7–4913.1) | 3919.6 | (3640.1–4199.1) | 4917.4 | (4759.6–5075.1) | 5169.6 | (3923.7–6415.5) | 4579.8 | (4169.3–4990.4) |
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| 5499.9 | (5555.0–5444.9) | 4739.8 | (4822.1–4657.6) | 5293.2 | (5332.5–5.254.0) | 5210.9 | (5411.8–5009.9) | 4999.5 | (5123.3–4875.7) |
The cost per hospitalization was estimated using the following administrative regulations (named “Portaria”) from the Ministry of Health: Portaria 348-B/1998, Portaria 189/2001, Portaria 132/2003, Portaria 567/2006, and Portaria 132/2009. The diagnosis-related groups (DRGs) 488–490 were used from 2000 to 2003, and DRGs 700–716 were used from 2003 to 2010. A total of 25 Major Diagnostic Categories (MDCs) were used from 2000 to 2003, and 24 MDCs were used from 2003 to 2010.
NUTS II = Nomenclature of Territorial Units for Statistics; 95% CI = 95% confidence interval.
Distribution of Elixhauser comorbidity measures in HIV inpatients by gender and length of stay
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| Paralysis | 708 | 1 | 76 | 13 | 24 | 11 | 12 | <0.001 |
| Blood loss and anemia | 1,943 | 3 | 71 | 33 | 29 | 37 | 8 | <0.001 |
| Valvular heart disease | 620 | 1 | 74 | 11 | 26 | 11 | 8 | <0.001 |
| Deficiency anemia | 1,889 | 3 | 65 | 30 | 35 | 43 | 6 | <0.001 |
| Depression | 1,597 | 3 | 77 | 27 | 23 | 22 | 6 | <0.001 |
| Weight loss | 3,753 | 7 | 73 | 66 | 27 | 66 | 5 | <0.001 |
| Pulmonary circulation disorders | 414 | 1 | 65 | 6 | 36 | 10 | 5 | <0.001 |
| Peptic ulcer disease excluding bleeding | 205 | 0 | 45 | 2 | 55 | 8 | 5 | <0.001 |
| Hypothyroidism | 148 | 0 | 37 | 1 | 64 | 6 | 5 | <0.001 |
| Other neurological disorders | 3,329 | 6 | 78 | 60 | 22 | 46 | 4 | <0.001 |
| Metastatic cancer | 537 | 1 | 81 | 10 | 19 | 7 | 4 | <0.001 |
| Rheumatoid arthritis/collagen vascular diseases | 490 | 1 | 68 | 9 | 32 | 11 | 4 | <0.001 |
| Diabetes, complicated | 397 | 1 | 65 | 6 | 35 | 9 | 4 | 0.008 |
| Peripheral vascular disorders | 230 | 0 | 87 | 5 | 14 | 2 | 4 | <0.001 |
| Fluid and electrolyte disorders | 5,189 | 9 | 85 | 93 | 15 | 46 | 3 | <0.001 |
| Solid tumor without metastasis | 2,905 | 5 | 82 | 57 | 18 | 34 | 3 | <0.001 |
| Congestive heart failure | 1,029 | 2 | 73 | 18 | 27 | 19 | 3 | <0.001 |
| Cardiac arrhythmias | 877 | 2 | 71 | 15 | 29 | 17 | 3 | <0.001 |
| Psychoses | 616 | 1 | 71 | 11 | 29 | 12 | 3 | <0.001 |
| Liver disease | 13,905 | 24 | 80 | 264 | 21 | 188 | 2 | <0.001 |
| Alcohol abuse | 4,578 | 8 | 73 | 91 | 27 | 92 | 2 | <0.001 |
| Coagulopathy | 3,187 | 6 | 73 | 58 | 27 | 59 | 2 | <0.001 |
| Chronic pulmonary disease | 2,458 | 4 | 66 | 39 | 34 | 55 | 2 | <0.001 |
| Lymphoma | 1,471 | 3 | 55 | 21 | 45 | 48 | 2 | <0.001 |
| Hypertension, uncomplicated | 2,191 | 4 | 67 | 35 | 33 | 47 | 1 | 0.001 |
| Diabetes, uncomplicated | 1,709 | 3 | 70 | 29 | 30 | 34 | 1 | 0.062 |
| Hypertension, complicated | 518 | 1 | 72 | 9 | 28 | 9 | 1 | 0.001 |
| Renal failure | 1,929 | 3 | 66 | 31 | 34 | 43 | 0 | 0.425 |
| Drug abuse | 16,978 | 30 | 81 | 329 | 19 | 211 | 0 | 0.037 |
| Obesity | 225 | 0 | 76 | 4 | 24 | 3 | −1 | 0.047 |
*LOS with a specific comorbidity is defined as the days above the median LOS in patients without this comorbidity. The median LOS without each specific comorbidity was 11 days for all hospitalization episodes.
#Statistical significance was determined by the Mann–Whitney U test with significance at p < 0.05.
¥Number of people in each gender per 1,000 inpatients diagnosed with a specific comorbidity.
LOS = length of hospital stay.
Multivariate regression analyses of death odds for HIV inpatients by age, sex, LOS, and comorbidities
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| 1 - 0 to 17 | 1,057 | 1 | 1 | ||
| 2 - 18 to 45 | 40,635 ( | 5.068 | (3.541–7.253) | 4.318 | (2.980–6.257) |
| 3 - 46 to 65 | 12,803 | 6.837 | (4.769–9.802) | 5.556 | (3.826–8.069) |
| 4 - 66 and older | 2,544 | 9.840 | (6.803–4.232) | 7.955 | (5.424–11.669) |
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| Female | 15,210 | 1 | 1 | ||
| Male | 41,834 | 1.500 | (1.417–1.589) | 1.407 | (1.326–1.494) |
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| 11.0 / 12.0 | 1.005 | (1.005–1.006) | 1.004 | (1.003–1.005) |
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| No comorbidity* | 16,850 (9.7) | 1 | 1 | ||
| Metastatic cancer | 537 | 4.319 | (3.632–5.136) | 3.286 | (2.732–3.952) |
| Weight loss | 3,753 | 2.917 | (2.710–3.140) | 2.501 | (2.312–2.704) |
| Fluid and electrolyte disorders | 5,189 | 2.897 | (2.715–3.091) | 2.332 | (2.176–2.499) |
| Lymphoma | 1,471 | 2.319 | (2.063–2.607) | 2.260 | (2.000–2.553) |
| Pulmonary circulation disorders | 414 | 1.782 | (1.416–2.244) | 2.132 | (1.651–2.754) |
| Cardiac arrhythmias | 877 | 2.749 | (2.379–3.178) | 2.030 | (1.734–2.375) |
| Solid tumor without metastasis | 2,905 | 1.973 | (1.806–2.156) | 1.706 | (1.552–1.876) |
| Coagulopathy | 3,187 | 1.953 | (1.794–2.126) | 1.668 | (1.524–1.825) |
| Blood loss and anemia | 1,943 | 1.780 | (1.596–1.985) | 1.573 | (1.403–1.764) |
| Peripheral vascular disorders | 230 | 1.877 | (1.385–2.544) | 1.416 | (1.025–1.956) |
| Congestive heart failure | 1,029 | 1.765 | (1.522–2.046) | 1.403 | (1.195–1.648) |
| Other neurological disorders | 3,329 | 1.551 | (1.420–1.694) | 1.364 | (1.242–1.498) |
| Paralysis | 708 | 1.654 | (1.380–1.981) | 1.331 | (1.097–1.614) |
| Renal failure | 1,929 | 1.403 | (1.248–1.576) | 1.221 | (1.080–1.381) |
| Peptic ulcer disease excluding bleeding | 205 | 1.537 | (1.094–2.159) | 1.208 | (0.843–1.733) |
| Alcohol abuse | 4,578 | 1.348 | (1.245–1.459) | 1.151 | (1.057–1.253) |
| Liver disease | 13,905 | 1.087 | (1.030–1.147) | 1.027 | (0.969–1.088) |
| Hypertension, uncomplicated | 2,191 | 0.861 | (0.757–0.978) | 0.685 | (0.597–0.785) |
| Chronic pulmonary disease | 2,458 | 0.726 | (0.638–0.825) | 0.542 | (0.470–0.625) |
| Depression | 1,597 | 0.642 | (0.544–0.759) | 0.533 | (0.447–0.635) |
| Nutrient-deficiency anemia | 1,889 | 0.706 | (0.609–0.818) | 0.531 | (0.455–0.621) |
| Obesity | 225 | 0.455 | (0.273–0.757) | 0.474 | (0.281–0.799) |
*Patients with each comorbidity were compared with patients without that comorbidity. Some Elixhauser comorbidities had no influence on the nonadjusted model and were not included in the analysis, namely rheumatoid arthritis/collagen vascular diseases, psychoses, drug abuse, valvular heart disease, diabetes (both uncomplicated and complicated), complicated hypertension, and hypothyroidism.
LOS = length of hospital stay; OR = odds ratio; 95% CI = 95% confidence interval.