| Literature DB >> 27846812 |
Lisa A Ronald1,2,3, J Mark FitzGerald2,3,4, Andrea Benedetti1,5,6, Jean-François Boivin1, Kevin Schwartzman1,5, Gillian Bartlett-Esquilant7, Dick Menzies8,9.
Abstract
BACKGROUND: Hospitalization is the most costly health system component of tuberculosis (TB) control programs. Our objectives were to identify how frequently patients are hospitalized, and the factors associated with hospitalizations and length-of-stay (LOS) of TB patients in a large Canadian city.Entities:
Keywords: Active tuberculosis; Epidemiology; Health service utilization; Length of hospital stay; Survival analysis
Mesh:
Year: 2016 PMID: 27846812 PMCID: PMC5111232 DOI: 10.1186/s12879-016-1997-x
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Characteristics of persons with TB, notified to Montreal public health between January 1996 -- May 2007, N = 1852
| Number (%) of active TB patientsa | ||
|---|---|---|
| N | % | |
|
| ||
| Sex- male | 992 | 53.6 |
| Age group | ||
| 0–19 years | 143 | 7.7 |
| 20–34 years | 602 | 32.5 |
| 35–64 years | 711 | 38.4 |
| 65+ years | 390 | 21.1 |
| Had provincial health insurance coverage | 1499 | 80.9 |
| Country of birthb | ||
| Canada | 317 | 17.1 |
| Foreign-born, low/moderate TB incidence country | 1112 | 60.0 |
| Foreign-born, high TB incidence country | 380 | 20.5 |
| Immigration, years since arrival | ||
| ≤ 2 years | 485 | 26.2 |
| 3–14 years | 541 | 29.2 |
| 15 or more years | 338 | 18.3 |
| Foreign-born, unknown year of arrival | 128 | 6.9 |
| Canadian-born | 317 | 17.1 |
| Homeless | 9 | 0.5 |
|
| ||
| Cancer | 41 | 2.2 |
| Diabetes | 132 | 7.1 |
| HIV positive | 146 | 7.9 |
| Renal disease | 105 | 5.7 |
| Liver disease | 153 | 8.3 |
| Ever substance abuse | 249 | 13.4 |
| Number of co-morbiditiesc | ||
| 2 or more | 412 | 22.3 |
| 1 | 446 | 24.1 |
| Ever smoker | 489 | 26.4 |
aMissing data: sex (n = 19), age (n = 6), country of birth (n = 43)
bHigh TB incidence countries (WHO estimated sputum smear positive TB rate of ≥15 per 100,000, 3 year average, 2005–2007) [28]
cCo-morbidities include renal disease, liver disease, diabetes, cancer, substance abuse, HIV infection, or other
Clinical characteristics of persons with TB notified to Montreal Public Health between January 1996 -- May 2007, N = 1852
| Number (%) of active TB patientsa | ||
|---|---|---|
| N | % | |
| Mycobacteriology and disease site | ||
| Pulmonary, Smear+ | 619 | 33.4 |
| Pulmonary, Smear- | 625 | 33.7 |
| Extra-pulmonary | 563 | 30.4 |
| Clinical and radiographic features of TB disease | ||
| Miliary TB | 35 | 1.9 |
| Cavitary TB | 336 | 18.1 |
| Any pulmonary TB-related symptomsb | 1530 | 82.6 |
| Any systemic TB-related symptomsc | 1018 | 55.0 |
| Drug resistance | ||
| Multi- and poly-TB drug resistant | 33 | 1.8 |
| Mono-TB drug resistant | 122 | 6.6 |
| Pan-sensitive | 1664 | 89.8 |
| Therapy supervision, ever directly-observed (DOT) | 807 | 43.5 |
| Treatment duration in days, median (min-max) | 208 (183–295) | |
| Treatment outcome | ||
| Cured | 1518 | 82.0 |
| Died | 127 | 6.9 |
| Defaulted/failed | 34 | 1.8 |
| Moved | 69 | 3.7 |
aMissing data: TB diagnosis (n = 45), drug resistance (n = 33), treatment outcome (n = 104)
bPulmonary TB-related symptoms: cough, hemoptysis, and abnormal chest x-ray
cSystemic TB-related symptoms: weight loss, fever, fatigue, night sweats
Characteristics and treatment outcomes of persons notified to Montreal public health between January 1996 -- May 2007, stratified by years since arrival to Canada
| Characteristics of Active TB Patientsa | Foreign-born, years since arrival to Canada | Canadian-born |
| ||||||
|---|---|---|---|---|---|---|---|---|---|
| 0–2 ( | 3–14 ( | 15+ ( | ( | ||||||
|
| % |
| % |
| % |
| % | ||
| Sex, male | 281 | (57.9) | 275 | (50.8) | 172 | (51.0) | 172 | (54.2) | 0.22 |
| Age group, in years | <0.01 | ||||||||
| 0–19 | 51 | (10.5) | 35 | (6.5) | 1 | (0.3) | 50 | (15.8) | |
| 20–34 | 257 | (53.0) | 233 | (43.0) | 40 | (11.8) | 37 | (11.7) | |
| 35–64 | 147 | (30.3) | 222 | (41.0) | 169 | (50.0) | 105 | (33.1) | |
| 65+ | 29 | (6.0) | 50 | (9.2) | 128 | (37.9) | 122 | (38.5) | |
| Had provincial health insurance # | 213 | (43.9) | 499 | (92.2) | 328 | (97.0) | 308 | (97.2) | |
| Homeless | 1 | (0.2) | 0 | (0) | 1 | (0.3) | 7 | (2.2) | <0.01 |
| Ever smoker | 122 | 25.2 | 99 | 18.3 | 98 | 29.0 | 159 | 50.2 | <0.01 |
| Ever substance abuse | 27 | (5.6) | 56 | (10.4) | 51 | (15.1) | 98 | (30.9) | <0.01 |
| HIV | 35 | (7.2) | 51 | (9.4) | 21 | (6.2) | 28 | (8.8) | 0.38 |
| Number of co-morbiditiesb | <0.01 | ||||||||
| 2 or more | 53 | (10.9) | 78 | (14.4) | 104 | (30.8) | 130 | (41.0) | |
| 1 | 93 | (19.2) | 116 | (21.4) | 102 | (30.2) | 92 | (29.0) | |
| TB diagnosis | <0.01 | ||||||||
| Pulmonary, Smear+ | 126 | (26.0) | 188 | (34.8) | 123 | (36.4) | 144 | (45.4) | |
| Pulmonary, other | 257 | (53.0) | 124 | (22.9) | 77 | (22.8) | 108 | (34.0) | |
| Extra-pulmonary | 88 | (18.1) | 219 | (40.5) | 131 | (38.8) | 55 | (17.4) | |
| Any pulmonary symptomsc | 435 | (89.7) | 403 | (74.5) | 273 | (80.8) | 291 | (91.8) | <0.01 |
| Any systemic symptomsd | 201 | (41.4) | 321 | (59.3) | 212 | (62.7) | 203 | (64.0) | <0.01 |
| Multi- or poly-drug resistant | 13 | (2.7) | 12 | (2.2) | 2 | (0.6) | 4 | (1.3) | 0.20 |
| Treatment outcome | <0.01 | ||||||||
| Cured | 421 | (86.8) | 465 | (86.0) | 263 | (77.8) | 246 | (77.6) | |
| Died | 3 | (0.6) | 16 | (3.0) | 41 | (12.1) | 45 | (14.2) | |
| Defaulted/failed | 7 | (1.5) | 10 | (1.8) | 4 | (1.2) | 9 | (2.8) | |
| Moved | 34 | (7.0) | 20 | (3.7) | 5 | (1.5) | 3 | (1.0) | |
aNote: table subset to people with known birth country and timing of arrival to Canada (N = 1681). Missing data: sex (n = 18), age (n = 5), TB diagnosis (n = 41), treatment outcome (n = 89)
bCo-morbidities include renal disease, liver disease, diabetes, cancer, substance abuse, HIV infection, or other (as reported in public health or hospital records)
cPulmonary TB-related symptoms include cough, hemoptysis, and/or abnormal chest x-ray
dSystemic TB-related symptoms include weight loss, fever, fatigue, and/or night sweats
Number of hospitalizations and lengths of hospital stay of active TB cases, notified to Montreal public health between January 1996 -- May 2007, stratified by timing of hospitalization
| Timing of hospitalization | All hospitalizations | ||
|---|---|---|---|
| Initiala | Duringb | ||
| Patients with any hospitalization, | 942 (50.9) | 167 (9.0) | 1001 (54.1) |
| Patients with >1 hospitalization, | 114 (6.1) | 35 (1.9) | 124 (6.7) |
| Total number of hospitalizations | 1006 | 206 | 1212 |
| Mean length of hospital stay (LOS), in days (se) | 28.2 (39.0) | 21.6 (36.1) | 27.2 (38.6) |
| Median length of hospital stay (LOS), in days (IQR) | 17.5 (9–31) | 13 (6–22) | 16.5 (8–29) |
| Patients starting TB treatment in-hospital, | 731 (39.5%) | - | 731 (39.5%) |
| Median # days (IQR) from admission to treat start | 4 (2–8) | - | 4 (2–8) |
LOS length of stay, se standard error, IQR interquartile range
aInitial = hospital admission within 1 month before start of TB treatment or up to 1 month after treatment start, or any admission where TB treatment started in-hospital
bDuring = hospital admission more than 1 month after start of TB treatment and during TB treatment period
Fig. 1Number of initial hospitalizations and median length of hospital stay, notified to Montreal Public Health between January 1996 -- May 2007, stratified by year of notification (N = 1852)
Predictors of hospitalization during diagnosis and treatment of active TB cases, notified to Montreal public health between January 1996 -- May 2007, stratified by timing of hospitalization (N = 1852)
| Characteristics | Any initial hospitalization (yes/no) | Any hospitalization during treatment (yes/no) | ||||
|---|---|---|---|---|---|---|
| Number of patients (%) | Crude OR | Adjusted ORa
| Number of patients (%) | Crude OR | Adjusted ORa
| |
| Male | 536 (54.0) | 1.30 (1.07–1.57) | - | 91 (9.2) | 1.08 (0.78–1.49) | - |
| Female | 399 (47.4) | 1.00 | 72 (8.6) | 1.00 | ||
| Age group | ||||||
| 0–19 years | 85 (59.4) | 2.04 (1.38–3.00) | 2.52 (1.63–3.92) | 15 (10.5) | 2.09 (1.10–3.97) | 2.82 (1.38–5.76) |
| 20–34 years | 279 (46.4) | 1.00 | 1.00 | 32 (5.3) | 1.00 | 1.00 |
| 35–64 years | 249 (54.7) | 1.39 (1.11–1.73) | 1.09 (0.83–1.43) | 60 (8.7) | 1.64 (1.05–2.56) | 1.11 (0.68–1.81) |
| ≥ 65 years | 258 (66.2) | 1.92 (1.47–2.51) | 1.13 (0.80–1.59) | 58 (14.9) | 3.11 (1.98–4.89) | 2.19 (1.25–3.85) |
| Had provincial health insurance # | ||||||
| Yes | 804 (53.6) | 1.75 (1.37–2.24) | - | 149 (9.9) | 2.05 (1.24–3.40) | - |
| No | 138 (39.1) | 1.00 | 18 (5.1) | 1.00 | ||
| Country of birth | - | - | ||||
| Canada | 196 (61.8) | 2.02 (1.48–2.75) | 51 (16.1) | 2.61 (1.59–4.30) | ||
| Foreign, low-moderate TB incidence | 551 (49.6) | 1.16 (0.92–1.47) | 85 (7.6) | 1.13 (0.72–1.78) | ||
| Foreign, high TB incidence country | 174 (45.8) | 1.00 | 26 (6.8) | 1.00 | ||
| Immigration, years since arrival | ||||||
| Foreign-born, unknown arrival date | 53 (41.4) | 0.41 (0.27–0.63) | - | 13 (10.2) | 0.59 (0.31–1.13) | - |
| 15 or more years | 204 (60.4) | 0.90 (0.65–1.25) | 37 (11.0) | 0.64 (0.41–1.01) | ||
| 3–14 years | 269 (49.7) | 0.58 (0.43–0.77) | 39 (7.2) | 0.41 (0.26–0.63) | ||
| 0–2 years | 199 (41.0) | 0.41 (0.30–0.54) | 22 (4.5) | 0.25 (0.15–0.42) | ||
| Canadian-born | 196 (61.8) | 1.00 | 51 (16.1) | 1.00 | ||
| Homeless | - | - | ||||
| Yes | 8 (88.9) | 7.46 (0.93–59.66) | 2 (22.2) | 2.91 (0.60–14.11) | ||
| No | 934 (50.7) | 1.00 | 165 (9.0) | 1.00 | ||
| Cancer | - | |||||
| Yes | 30 (73.2) | 2.23 (1.09–4.53) | 13 (31.7) | 5.00 (2.54–9.84) | 3.43 (1.63–7.23) | |
| No | 912 (50.4) | 1.00 | 154 (8.5) | 1.00 | 1.00 | |
| Diabetes | - | - | ||||
| Yes | 98 (74.2) | 2.83 (1.88–4.26) | 21 (15.9) | 2.04 (1.24–3.35) | ||
| No | 844 (49.1) | 1.00 | 146 (8.5) | 1.00 | ||
| HIV | ||||||
| Positive | 111 (76.0) | 3.24 (2.17–4.85) | 1.46 (0.90–2.36) | 36 (24.7) | 3.84 (2.60–5.97) | 3.31 (1.96–5.60) |
| Negative or unknown | 831 (48.7) | 1.00 | 1.00 | 131 (7.7) | 1.00 | 1.00 |
| Renal disease | - | |||||
| Yes | 83 (79.1) | 3.92 (2.38–6.47) | 1.99 (1.10–3.59) | 22 (21.0) | 2.93 (1.78–4.83) | |
| No | 859 (49.2) | 1.00 | 1.00 | 145 (8.3) | 1.00 | |
| Liver disease | - | |||||
| Yes | 105 (68.6) | 2.02 (1.40–2.92) | - | 25 (16.3) | 2.14 (1.35–3.40) | |
| No | 837 (49.3) | 1.00 | 142 (8.4) | 1.00 | ||
| Ever substance abuse | - | |||||
| Yes | 176 (70.7) | 2.69 (1.99–3.63) | - | 32 (12.9) | 1.60 (1.06–2.42) | |
| No | 766 (47.8) | 1.00 | 135 (8.4) | 1.00 | ||
| Number of co-morbidities | ||||||
| 2 or more | 316 (77.3) | 5.31 (4.04–6.98) | 3.56 (2.50–5.07) | 76 (18.6) | 5.44 (3.64–8.14) | 2.90 (1.69–4.96) |
| 1 | 242 (53.9) | 1.84 (1.46–2.32) | 1.43 (1.08–1.89) | 51 (11.4) | 3.06 (1.99–4.70) | 2.17 (1.31–3.60) |
| 0 | 384 (38.6) | 1.00 | 1.00 | 40 (4.0) | 1.00 | 1.00 |
| Ever smoker | - | |||||
| Yes | 306 (62.6) | 1.92 (1.54–2.39) | - | 61 (12.5) | 1.69 (1.21–2.36) | |
| No | 636 (46.7) | 1.00 | 106 (7.8) | 1.00 | ||
| TB diagnosis | - | |||||
| Pulmonary, Smear+ | 447 (72.2) | 3.87 (3.02–4.96) | 1.48 (1.04–2.09) | 70 (11.3) | 1.43 (0.97–2.12) | |
| Pulmonary, Smear- | 257 (41.2) | 1.05 (0.83–1.32) | 0.65 (0.46–0.90) | 47 (7.5) | 0.91 (0.60–1.40) | |
| Extra-pulmonary | 228 (40.5) | 1.00 | 1.00 | 46 (8.2) | 1.00 | |
| Cavitary TB | - | |||||
| Yes | 230 (68.5) | 2.49 (1.92–3.23) | 1.75 (1.28–2.40) | 25 (7.4) | 0.76 (0.48–1.19) | |
| No | 712 (47.0) | 1.00 | 1.00 | 142 (9.4) | 1.00 | |
| Miliary TB | ||||||
| Yes | 29 (82.9) | 5.33 (2.05–13.87) | 3.53 (1.26–9.88) | 8 (22.9) | 3.09 (1.38–6.92) | 2.09 (0.88–4.96) |
| No | 913 (50.3) | 1.00 | 1.00 | 159 (8.8) | 1.00 | 1.00 |
| Any pulmonary TB-related symptoms | ||||||
| Yes | 853 (55.8) | 3.45 (2.63–4.53) | 2.12 (1.44–3.11) | 149 (9.7) | 1.77 (1.07–2.93) | - |
| No | 89 (27.6) | 1.00 | 1.00 | 18 (5.6) | 1.00 | |
| Any systemic TB-related symptoms | ||||||
| Yes | 697 (68.5) | 5.18 (4.22–6.36) | 3.54 (2.82–4.46) | 123 (12.1) | 2.44 (1.70–3.50) | 1.72 (1.16–2.57) |
| No | 245 (28.4) | 1.00 | 1.00 | 44 (5.3) | 1.00 | 1.00 |
| Multidrug or poly-drug resistance | ||||||
| Yes | 26 (78.8) | 3.95 (1.61–9.67) | 6.98 (2.65–18.30) | 8 (24.2) | 3.48 (1.54–7.89) | 5.55 (2.18–14.14) |
| No | 914 (51.2) | 1.00 | 1.00 | 157 (8.8) | 1.00 | 1.00 |
OR odds ratio, CI confidence interval
aModels adjusted for all reported variables
Predictors of hospital length of stay during diagnosis and treatment of active TB, stratified by timing of hospitalization, Montreal, January 1996 -- May 2007
| Initial hospitalizations | Hospitalizations during treatment ( | |||
|---|---|---|---|---|
| Characteristics | Crude HR | Adjusted HRa,b
| Crude HR | Adjusted HRa
|
| Sex | ||||
| Male | 1.01 (0.89–1.14) | - | 1.29 (0.78–2.11) | - |
| Female | 1.00 | 1.00 | ||
| Age in yearsc | 0.99 (0.98–1.00) | |||
| log(LOS) ≤ 2.5 | 1.02 (1.02–1.03) | 1.02 (1.02–1.03) | - | - |
| log(LOS) > 2.5 | 0.96 (0.96–0.96) | 0.96 (0.96–0.96) | - | - |
| Had provincial health insurance # | ||||
| Yes | 0.96 (0.81–1.14) | - | 1.15 (0.63–2.10) | - |
| No | 1.00 | 1.00 | ||
| Country of birth | ||||
| Canada | 0.68 (0.55–0.83) | - | 0.80 (0.47–1.37) | - |
| Foreign, low-moderate incidence | 0.88 (0.74–1.04) | 0.57 (0.33–0.98) | ||
| Foreign, high incidence country | 1.00 | 1.00 | ||
| Immigration, years since arrival | ||||
| Foreign-born, unknown arrival date | 1.47 (1.13–1.91) | - | 0.57 (0.28–1.15) | - |
| 15 or more years | 1.11 (0.92–1.35) | 0.70 (0.34–1.44) | ||
| 3–14 years | 1.50 (1.26–1.79) | 0.85 (0.50–1.42) | ||
| 0–2 years | 1.42 (1.17–1.71) | 1.15 (0.58–2.28) | ||
| Canadian-born | 1.00 | 1.00 | ||
| Homeless | - | - | ||
| Yes | 0.89 (0.56–1.40) | 0.26 (0.11–0.63) | ||
| No | 1.00 | 1.00 | ||
| Cancer | - | |||
| Yes | 0.82 (0.55–1.23) | 1.42 (0.89–2.26) | - | |
| No | 1.00 | 1.00 | ||
| Diabetes | - | |||
| Yes | 0.92 (0.76–1.11) | 1.05 (0.63–1.75) | - | |
| No | 1.00 | 1.00 | ||
| HIV | ||||
| Positive | 0.83 (0.70–0.99) | 0.77 (0.66–0.90) | 0.93 (0.59–1.47) | 0.61 (0.40–0.91) |
| Negative or unknown | 1.00 | 1.00 | 1.00 | 1.00 |
| Renal disease | ||||
| Yes | 0.55 (0.43–0.70) | 0.59 (0.46–0.75) | 0.45 (0.21–0.95) | 0.58 (0.31–1.10) |
| No | 1.00 | 1.00 | 1.00 | 1.00 |
| Liver disease | ||||
| Yes | 0.79 (0.66–0.94) | - | 1.62 (0.99–2.66) | - |
| No | 1.00 | 1.00 | ||
| Ever substance abuse | ||||
| Yes | 0.91 (0.79–1.05) | - | 0.88 (0.58–1.33) | - |
| No | 1.00 | 1.00 | ||
| Number of co-morbidities | ||||
| 2 or more | 0.65 (0.56–0.75) | - | 0.74 (0.44–1.25) | - |
| 1 | 0.85 (0.73–1.00) | 0.69 (0.36–1.31) | ||
| 0 | 1.00 | 1.00 | ||
| Ever smoker | ||||
| Yes | 0.84 (0.74–0.96) | - | 0.91 (0.59–1.40) | - |
| No | 1.00 | 1.00 | ||
| TB diagnosis | ||||
| Pulmonary, Smear+ | 0.61 (0.51–0.72) | 0.64 (0.54–0.77) | 1.51 (0.84–2.69) | 1.26 (0.78–1.99) |
| Pulmonary, Smear- | 089 (0.73–1.09) | 1.02 (0.84–1.26) | 1.50 (0.80–2.83) | 1.81(1.07–3.04) |
| Extra-pulmonary | 1.00 | 1.00 | 1.00 | 1.00 |
| Cavitary TB | ||||
| Yes | 0.92 (0.90–1.05) | - | 1.91 (1.13–3.25) | - |
| No | 1.00 | 1.00 | ||
| Miliary TB | ||||
| Yes | 0.83 (0.63–1.10) | - | 1.13 (0.70–1.83) | - |
| No | 1.00 | 1.00 | ||
| Any pulmonary TB-related symptoms | ||||
| Yes | 0.65 (0.50–0.85) | 0.70 (0.55–0.90) | 0.61 (0.42–0.90) | 0.46 (0.27–0.80) |
| No | 1.00 | 1.00 | 1.00 | 1.00 |
| Any systemic TB-related symptoms | ||||
| Yes | 0.80 (0.69–0.93) | - | 1.16 (0.60–2.26) | - |
| No | 1.00 | 1.00 | ||
| Multidrug or poly-drug resistance | ||||
| Yes | 0.65 (0.50–0.85) | 0.44 (0.32–0.60) | 0.62 (0.28–1.39) | 0.28 (0.12–0.66) |
| No | 1.00 | 1.00 | 1.00 | 1.00 |
| Teaching hospital | ||||
| Yes | 0.86 (0.75–0.99) | 0.81 (0.71–0.92) | 0.99 (0.62–1.59) | - |
| No | 1.00 | 1.00 | 1.00 | |
IQR interquartile range, LOS length of stay, HR hazard ratio, CI confidence interval
aModels adjusted for all reported variables
bCox Proportional Hazard model is modeling the time to discharge; a hazard ratio of less than one indicates a longer LOS (ie. A HR for multidrug or poly-drug resistance = 0.45 can be interpreted as: the rate of discharge from hospital is 55% slower for patients with drug resistance compared to those without drug resistance)
cGiven strong evidence that proportional hazards assumptions did not hold for age (lines crossed in the log-log plot), we included an interaction term in the model of age (continuous, in years) multiplied by the LOS. This interaction term indicates that the effect of age was not constant throughout the length of stay