| Literature DB >> 30157781 |
Dongmu Zhang1, Tanaz Petigara1, Xiaoqin Yang2.
Abstract
BACKGROUND: Despite the widespread availability of pneumococcal vaccines, rates of pneumococcal disease are disproportionately high in adults with chronic and immunocompromising conditions. This study investigated pneumococcal disease rates and associated resource utilization and costs in this group.Entities:
Keywords: Health care costs; Health resources; Immunocompromised patients; Pneumococcal; Pneumococcal infections; Pneumonia; Risk factors
Mesh:
Substances:
Year: 2018 PMID: 30157781 PMCID: PMC6116536 DOI: 10.1186/s12879-018-3326-z
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Cohort construction
| Criteria | Number of unique adults | |||
|---|---|---|---|---|
| 2012 | 2013 | 2014 | Total | |
| Aged 19–64 years | 33,431,239 | 27,591,388 | 29,913,349 | 50,807,486 |
| Had continuous health plan enrollment (no gap of > 45 days) for at least one year (365 days) before January 1st and at least one day since January 1st | 24,402,729 | 18,802,142 | 20,338,835 | 35,696,718 |
Cohort characteristics
| Variable | Person-Years | Percent |
|---|---|---|
| Age group | ||
| 19–49 years | 35,360,219.65 | 61.92 |
| 50–64 years | 21,748,096.07 | 38.08 |
| Gender | ||
| Female | 27,290,491.17 | 47.79 |
| Male | 29,817,824.55 | 52.21 |
| Health plan type | ||
| Fee-for-service | 1,159,288.49 | 2.03 |
| PPO/EPO | 36,123,603.49 | 63.25 |
| HMO | 6,943,639.48 | 12.16 |
| POS | 4,046,790.82 | 7.09 |
| HDHP/CDHP | 6,592,500.88 | 11.54 |
| Unknown | 2,242,492.56 | 3.93 |
| Medical conditions | ||
| Healthy | 47,370,548.67 | 82.95 |
| With at-risk or high-risk conditions | 9,737,767.05 | 17.05 |
| At-risk conditions | ||
| Overall | 7,119,125.33 | 100.0 |
| Asthma | 1,596,160.50 | 22.42 |
| Chronic heart disease | 1,432,517.29 | 20.12 |
| Chronic lung disease | 1,007,145.18 | 14.15 |
| Chronic liver disease | 607,949.48 | 8.54 |
| Diabetes mellitus | 3,656,304.75 | 51.36 |
| Number of at-risk conditions | ||
| 1 | 6,089,016.03 | 85.53 |
| ≥ 2 | 1,030,109.30 | 14.48 |
| High-risk conditions | ||
| Overall | 2,618,641.72 | 100.0 |
| Chronic renal disease | 424,677.27 | 16.22 |
| Cancer | 1,825,298.26 | 69.70 |
| Asplenia | 40,691.59 | 1.55 |
| HIV | 108,115.60 | 4.13 |
| Organ transplant | 522,834.47 | 19.97 |
| Number of high-risk conditions | ||
| 1 | 2,325,408.37 | 88.80 |
| ≥ 2 | 293,233.35 | 11.19 |
| Number of years in follow-up period | ||
| Mean (SD) | 0.93 (0.20) | |
HDHP/CDHP High Deductible/Consumer Driven Health Plan, HIV human immunodeficiency virus, HMO Health Maintenance Organization, POS Point of Service, PPO/EPO Preferred/Exclusive Provider Organization, SD standard deviation
Rates of ACP and IPD
| ACP | IPD | ||||
|---|---|---|---|---|---|
| Variable | Person-Years | Rate per 100, 000 person-years | Rate ratio (95% CI) | Rate per 100, 000 person-years | Rate ratio (95% CI) |
| Overall | 57,108,315.72 | 656.40 | – | 3.62 | – |
| Age group | |||||
| 19–49 | 35,360,219.65 | 438.26 | – | 1.77 | – |
| 50–64 | 21,748,096.07 | 1011.08 | – | 6.63 | – |
| Gender | |||||
| Female | 27,290,491.17 | 658.00 | – | 3.77 | – |
| Male | 29,817,824.55 | 654.93 | – | 3.48 | – |
| Health plan type | |||||
| Fee-for-service | 1,159,288.49 | 1395.17 | – | 10.44 | – |
| PPO/EPO | 36,123,603.49 | 646.15 | – | 3.58 | – |
| HMO | 6,943,639.48 | 620.81 | – | 3.25 | – |
| POS | 4,046,790.82 | 705.74 | – | 3.56 | – |
| HDHP/CDHP | 6,592,500.88 | 566.14 | – | 2.76 | – |
| Unknown | 2,242,492.56 | 726.11 | – | 4.50 | – |
| Medical conditions | |||||
| Healthy | 47,370,548.67 | 429.65 | 1.00 | 1.91 | 1.00 |
| Any at-risk or high-risk condition | 9,737,767.05 | 1759.46 | 4.10 (4.07–4.12) | 11.92 | 6.23 (5.72–6.80) |
| At-risk conditions | |||||
| Overall | 7,119,125.33 | 1573.40 | 3.66 (3.64–3.69) | 8.91 | 4.66 (4.21–5.15) |
| Asthma | 1,596,160.50 | 1783.09 | 4.15 (4.10–4.20) | 7.71 | 4.03 (3.34–4.86) |
| Chronic heart disease | 1,432,517.29 | 2343.78 | 5.46 (5.39–5.52) | 11.38 | 5.95 (5.04–7.03) |
| Chronic lung disease | 1,007,145.18 | 3530.77 | 8.22 (8.13–8.31) | 20.16 | 10.54 (9.13–12.33) |
| Chronic liver disease | 607,949.48 | 1603.75 | 3.73 (3.66–3.81) | 13.82 | 7.22 (5.78–9.03) |
| Diabetes mellitus | 3,656,304.75 | 1396.74 | 3.25 (3.22–3.28) | 9.03 | 4.72 (4.16–5.35) |
| Number of at-risk conditions | |||||
| 1 | 6,089,016.03 | 1251.81 | 2.91 (2.89–2.94) | 6.98 | 3.65 (3.25–4.10) |
| ≥ 2 | 1,030,109.30 | 3474.29 | 8.09 (8.00–8.18) | 20.29 | 10.61 (9.13–12.33) |
| High-risk conditions | |||||
| Overall | 2,618,641.72 | 2265.30 | 5.27 (5.22–5.32) | 20.12 | 10.52 (9.45–11.72) |
| Chronic renal disease | 424,677.27 | 4045.19 | 9.42 (9.27–9.56) | 41.44 | 21.67 (18.44–25.47) |
| Cancer | 1,825,298.26 | 2132.14 | 4.96 (4.91–5.02) | 18.79 | 9.83 (8.68–11.13) |
| Asplenia | 40,691.59 | 3801.77 | 8.85 (8.42–9.30) | 22.12 | 11.56 (6.00–22.30) |
| HIV | 108,115.60 | 1748.13 | 4.07 (3.89–4.26) | 33.30 | 17.41 (12.48–24.29) |
| Organ transplant | 522,834.47 | 1611.03 | 3.75 (3.67–3.83) | 8.03 | 4.20 (3.08–5.72) |
| Number of high-risk conditions | |||||
| 1 | 2,325,408.37 | 2209.68 | 5.14 (5.09–5.19) | 19.44 | 10.16 (9.08–11.38) |
| ≥ 2 | 293,233.35 | 2706.38 | 6.30 (6.16–6.44) | 25.58 | 13.37 (10.57–16.92) |
ACP all-cause pneumonia, HDHP/CDHP High Deductible/Consumer Driven Health Plan, CI confidence interval, HIV human immunodeficiency virus, HMO Health Maintenance Organization, IPD invasive pneumococcal disease, POS Point of Service, PPO/EPO Preferred/Exclusive Provider Organization
Healthcare resource utilization per episode of ACP and IPD
| Resource use | ||||||||
|---|---|---|---|---|---|---|---|---|
| Number of office visits (mean [SD]) | Number of emergency department visits (mean [SD]) | Number of inpatient hospital visits (mean [SD]) | Length of inpatient hospital stay (mean [SD]) | |||||
| ACP | IPD | ACP | IPD | ACP | IPD | ACP | IPD | |
| Healthy | 0.58 (0.76) | 0.10 (0.52) | 0.22 (0.43) | 0.40 (0.51) | 0.35 (0.52) | 0.96 (0.27) | 1.43 (4.09) | 7.50 (8.09) |
| At risk conditions | ||||||||
| Overall | 0.43 (0.75)† | 0.08 (0.55) | 0.23 (0.46)† | 0.40 (0.52) | 0.54 (0.59)† | 0.96 (0.25) | 2.41 (5.40)† | 7.64 (7.93) |
| Asthma | 0.49 (0.80)† | 0.10 (0.58) | 0.25 (0.47)† | 0.45 (0.52) | 0.45 (0.57)† | 0.95 (0.22) | 1.98 (4.68)† | 7.18 (7.71) |
| Chronic heart disease | 0.32 (0.69)† | 0.06 (0.56) | 0.22 (0.46) | 0.42 (0.54) | 0.68 (0.61)† | 0.97 (0.23) | 3.04 (6.05)† | 8.31 (8.81) |
| Chronic lung disease | 0.39 (0.76)† | 0.07 (0.65) | 0.25 (0.48)† | 0.43 (0.54) | 0.59 (0.62)† | 0.95 (0.26) | 2.88 (6.04)† | 7.06 (6.73) |
| Chronic liver disease | 0.37 (0.75)† | 0.21 (1.18) | 0.23 (0.47)* | 0.37 (0.49) | 0.62 (0.66)† | 0.99 (0.19) | 2.90 (6.71)† | 7.15 (7.61) |
| Diabetes mellitus | 0.41 (0.71)† | 0.06 (0.41) | 0.23 (0.45)* | 0.39 (0.51) | 0.56 (0.60)† | 0.95 (0.27) | 2.49 (5.62)† | 7.88 (8.36) |
| High-risk conditions | ||||||||
| Overall | 0.29 (0.67)† | 0.08 (0.40) | 0.24 (0.49)† | 0.34 (0.53)* | 0.73 (0.66)† | 0.98 (0.31) | 3.46 (6.56)† | 7.78 (8.03) |
| Chronic renal disease | 0.21 (0.61)† | 0.07 (0.33) | 0.26 (0.51)† | 0.30 (0.46)* | 0.79 (0.65)† | 0.99 (0.30) | 3.82 (7.24)† | 8.38 (8.49) |
| Cancer | 0.30 (0.68)† | 0.08 (0.35) | 0.23 (0.50)† | 0.35 (0.56) | 0.74 (0.68)† | 0.99 (0.34) | 3.48 (6.37)† | 7.68 (8.11) |
| Asplenia | 0.19 (0.60)† | 0.89 (1.62) | 0.24 (0.47) | 0.22 (0.44) | 0.85 (0.63)† | 0.89 (0.93) | 4.03 (7.76)† | 6.11 (7.44) |
| HIV | 0.32 (0.64)† | 0.08 (0.37) | 0.28 (0.49)† | 0.36 (0.49) | 0.60 (0.61)† | 1.00 (0.00)† | 3.02 (6.33)† | 7.06 (8.62) |
| Organ transplant | 0.38 (0.77)† | 0.05 (0.22) | 0.23 (0.46) | 0.48 (0.86) | 0.63 (0.65)† | 0.95 (0.44) | 2.90 (6.25)† | 7.14 (6.76) |
*P < 0.05 (comparisons between at-risk or high-risk adults and healthy adults)
†P < 0.0001 (comparisons between at-risk or high-risk adults and healthy adults)
ACP all-cause pneumonia, HIV human immunodeficiency virus, IPD invasive pneumococcal disease, SD standard deviation
Healthcare resource utilization per episode of ACP and IPD by number of conditions
| Resource use | ||||||||
|---|---|---|---|---|---|---|---|---|
| Number of office visits (mean [SD]) | Number of emergency department visits (mean [SD]) | Number of inpatient hospital visits (mean [SD]) | Length of inpatient hospital stay (mean [SD]) | |||||
| ACP | IPD | ACP | IPD | ACP | IPD | ACP | IPD | |
| Healthy | 0.58 (0.76) | 0.10 (0.52) | 0.22 (0.43) | 0.40 (0.51) | 0.35 (0.52) | 0.96 (0.27) | 1.43 (4.09) | 7.50 (8.09) |
| At risk conditions | ||||||||
| Overall | 0.43 (0.75)† | 0.08 (0.55) | 0.23 (0.46)† | 0.40 (0.52) | 0.54 (0.59)† | 0.96 (0.25) | 2.41 (5.40)† | 7.64 (7.93) |
| 1 | 0.47 (0.75)† | 0.07 (0.42) | 0.23 (0.45)* | 0.38 (0.50) | 0.50 (0.58)† | 0.97 (0.25) | 2.11 (4.80)† | 7.66 (7.85) |
| ≥2 | 0.34 (0.73) † | 0.10 (0.76) | 0.24 (0.48)* | 0.44 (0.54) | 0.65 (0.62) † | 0.95 (0.24) | 3.04 (6.45) † | 7.60 (8.13) |
| High-risk conditions | ||||||||
| Overall | 0.29 (0.67)† | 0.08 (0.40) | 0.24 (0.49)† | 0.34 (0.53)* | 0.73 (0.66)† | 0.98 (0.31) | 3.46 (6.56)† | 7.78 (8.03) |
| 1 | 0.36 (0.70)† | 0.06 (0.34) | 0.22 (0.46) | 0.34 (0.50) | 0.63 (0.63)† | 0.97 (0.28) | 2.79 (5.50)† | 7.19 (7.14) |
| ≥2 | 0.25 (0.65) † | 0.09 (0.42) | 0.25 (0.51) † | 0.34 (0.54) | 0.78 (0.67) † | 0.99 (0.33) | 3.79 (6.99)† | 8.00 (8.34) |
*P < 0.05 (comparisons between at-risk or high-risk adults and healthy adults)
†P < 0.0001 (comparisons between at-risk or high-risk adults and healthy adults)
ACP all-cause pneumonia, HIV human immunodeficiency virus, IPD invasive pneumococcal disease, SD standard deviation
Fig. 1Mean cost per episode of ACP and IPD in healthy and at-risk adults 19–64 years. *P < 0.0001. ACP all-cause pneumonia, IPD invasive pneumococcal disease
Fig. 2Mean cost per episode of ACP and IPD in healthy and high-risk adults 19–64 years. *P < 0.0001. ACP all-cause pneumonia, IPD invasive pneumococcal disease