| Literature DB >> 31614615 |
Chen-Hung Chiang1,2, Ming-Che Tsai3, Yee-Yung Ng4, Shiao-Chi Wu5.
Abstract
Patients with chronic mental illness are highly vulnerable to chronic respiratory problems. We examined the influence of mental disability on respiratory infection-related utilization risk in individuals with and without mental disabilities. A population-based, retrospective cohort design and two-part model were used to analyze respiratory infection-related utilization in individuals with MDs (MD group) and a matched reference group. The respiratory infection-related utilization rate in one year was lower in the MD group (53.8%) than in the reference group (56.6%). The odds ratios (ORs) were significantly higher among individuals with profound MDs (aOR = 1.10; 95% CI 1.07-1.14) and those with a history of dental cavities (aOR = 1.16; 95% CI: 1.13-1.19) or periodontal disease (aOR = 1.22; 95% CI: 1.19-1.26) after controlling for covariables. The average number of visits was higher in the MD group (5.3) than in the reference group (4.0). The respiratory infection-related utilization rate and average number of visits were significantly higher in the mild, moderate and severe disabled groups with a history of periodontal disease, respectively, than that of the reference group. In conclusion, healthcare authorities must develop an incentive program to prevent respiratory infections among individuals with MDs.Entities:
Keywords: dental disease; healthcare utilization; mental disability; respiratory infections; retrospective study; two-part model
Mesh:
Year: 2019 PMID: 31614615 PMCID: PMC6843153 DOI: 10.3390/ijerph16203845
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Characteristics of individuals in the MD and reference groups before and after matching.
| Variables | Pre-Matched | Matched | ||||
|---|---|---|---|---|---|---|
| Mental Disabilities | Reference | Mental Disabilities | Reference | |||
| ( | ( | ( | ( | |||
| % | % | % | % | |||
| Gender | 0.0687 | >0.9999 | ||||
| Male | 49.0 | 49.2 | 49.0 | 49.0 | ||
| Female | 51.0 | 50.8 | 51.0 | 51.0 | ||
| Age group (years) | <0.0001 | >0.9999 | ||||
| <20 | 0.5 | 21.4 | 0.5 | 0.5 | ||
| 20–44 | 34.5 | 38.9 | 34.6 | 34.6 | ||
| 45–64 | 53.6 | 29.0 | 53.5 | 53.5 | ||
| ≥65 | 11.4 | 10.8 | 11.4 | 11.4 | ||
| Premium-based monthly salary (US$) | <0.0001 | <0.0001 | ||||
| <760 (Q1) | 6.7 | 13.2 | 6.7 | 10.2 | ||
| 760–1160 | 85.9 | 58.4 | 85.9 | 58.4 | ||
| >1160 (Q3) | 7.4 | 28.4 | 7.4 | 31.4 | ||
| Urbanization of residence area | <0.0001 | <0.0001 | ||||
| Low | 23.3 | 28.4 | 23.3 | 29.0 | ||
| Medium | 52.5 | 53.6 | 52.5 | 53.5 | ||
| High | 24.2 | 18.0 | 24.2 | 17.6 | ||
| Charlson comorbidity index (CCI) | <0.0001 | <0.0001 | ||||
| No (CCI = 0) | 62.6 | 79.4 | 62.6 | 73.9 | ||
| Mild (CCI = 1) | 20.4 | 12.7 | 20.4 | 15.3 | ||
| Severe (CCI ≥ 2) | 17.0 | 7.9 | 17.1 | 10.7 | ||
| Severity of disability | <0.0001 | <0.0001 | ||||
| Non | 100.0 | 100.0 | ||||
| Mild | 2.1 | 2.1 | ||||
| Moderate | 17.5 | 17.5 | ||||
| Severe | 54.2 | 54.2 | ||||
| Profound | 26.2 | 26.3 | ||||
| Dental cavities history | <0.0001 | <0.0001 | ||||
| Yes | 12.7 | 14.1 | 12.7 | 11.8 | ||
| No | 87.3 | 85.9 | 87.3 | 88.2 | ||
| Periodontal disease history | <0.0001 | 0.8634 | ||||
| Yes | 18.5 | 15.8 | 18.5 | 18.5 | ||
| No | 81.5 | 84.2 | 81.5 | 81.5 | ||
Note. MD: Mental disabilities, Distribution among groups was analyzed by the Chi-square test.
Rates of respiratory infection-related healthcare utilization among individuals in the MD and reference groups.
| Variables | MD Group | Reference Group | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mild, Moderate | Severe | Profound | Total | ||||||||||||
|
| % |
|
| % |
|
| % |
|
| % |
|
| % |
| |
| Total | 22,839 | 47.1 | 63,447 | 52.7 | 30,745 | 61.1 | 117,031 | 53.8 | 234,062 | 56.6 | |||||
| Gender | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| Male | 12,030 | 45.5 | 32,046 | 48.5 | 13,271 | 55.3 | 57,347 | 49.4 | 114,694 | 51.7 | |||||
| Female | 10,809 | 48.9 | 31,401 | 56.9 | 17,474 | 65.5 | 59,684 | 58.0 | 119,368 | 61.3 | |||||
| Age group (years) | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| <20 | 54 | 61.1 | 181 | 71.8 | 392 | 75.5 | 627 | 73.2 | 1254 | 69.2 | |||||
| 20–44 | 5325 | 49.0 | 22,123 | 55.3 | 13,042 | 63.2 | 40,490 | 57.0 | 80,980 | 57.7 | |||||
| 45–64 | 13,102 | 45.1 | 34,822 | 51.1 | 14,701 | 59.5 | 62,625 | 51.8 | 125,250 | 55.0 | |||||
| ≥65 | 4358 | 50.6 | 6321 | 51.7 | 2610 | 57.5 | 13,289 | 52.5 | 26,578 | 60.6 | |||||
| Premium-based monthly salary (US$) | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| <760 (Q1) | 654 | 54.4 | 3819 | 58.9 | 3377 | 65.2 | 7850 | 61.2 | 23,951 | 58.6 | |||||
| 760–1160 | 21,056 | 46.7 | 55,452 | 51.9 | 23,994 | 60.4 | 100,502 | 52.8 | 136,675 | 55.3 | |||||
| >1160 (Q3) | 1129 | 50.5 | 4176 | 57.1 | 3374 | 61.9 | 8679 | 58.1 | 73,436 | 58.4 | |||||
| Urbanization of residence area | 0.007 | <0.0001 | 0.016 | <0.0001 | 0.02 | ||||||||||
| High | 6809 | 48.2 | 15,654 | 51.1 | 5825 | 61.1 | 28,288 | 52.5 | 41,124 | 57.1 | |||||
| Medium | 11,610 | 47.2 | 33,309 | 53.4 | 16,519 | 61.7 | 61,438 | 54.5 | 125,123 | 56.8 | |||||
| Low | 4420 | 45.2 | 14,484 | 52.5 | 8401 | 59.8 | 27,305 | 53.6 | 67,815 | 56.0 | |||||
| Charlson comorbidity index (CCI) | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| No (CCI = 0) | 14,016 | 40.7 | 39,706 | 46.9 | 19,481 | 57.1 | 73,203 | 48.4 | 173,027 | 53.5 | |||||
| Mild (CCI = 1) | 4699 | 55.2 | 12,988 | 60.1 | 6166 | 67.2 | 23,853 | 61.0 | 35,880 | 65.8 | |||||
| Severe (CCI ≥ 2) | 4124 | 59.7 | 10,753 | 64.7 | 5098 | 68.8 | 19,975 | 64.7 | 25,155 | 64.8 | |||||
| Dental cavities history | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| No | 20,580 | 46.2 | 55,340 | 51.2 | 26,214 | 60.0 | 102,134 | 52.5 | 206,341 | 55.9 | |||||
| Yes | 2259 | 55.3 | 8107 | 62.5 | 4531 | 67.0 | 14,897 | 62.8 | 27,721 | 62.3 | |||||
| Periodontal disease history | <.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | ||||||||||
| No | 19,422 | 45.2 | 51,692 | 50.3 | 24,283 | 59.4 | 95,397 | 51.6 | 190,738 | 55.4 | |||||
| Yes | 3417 | 57.6 | 11,755 | 63.2 | 6462 | 67.3 | 21,634 | 63.6 | 43,324 | 62.0 | |||||
Influential factors for respiratory infections utilization among individuals in the mental disabilities and reference groups.
| Variables | Respiratory Infections1 | Visits of Respiratory Infections Utilization (Only Users)2 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Crude OR | 95% CI |
| Adj OR | 95% CI |
| Crudeβ | SE |
| Adj β | SE |
| |
| Intercept | 3.85 | 0.05 | <0.0001 | |||||||||
| Severity of mental disability (Reference: non) | ||||||||||||
| Mild, Moderate | 0.68 | 0.66–0.71 | <0.0001 | 0.66 | 0.63–0.68 | <0.0001 | 1.19 | 0.06 | <0.0001 | 0.77 | 0.06 | <0.0001 |
| Severe | 0.86 | 0.84–0.88 | <0.0001 | 0.80 | 0.78–0.82 | <0.0001 | 1.34 | 0.03 | <0.0001 | 0.99 | 0.04 | <0.0001 |
| Profound | 1.17 | 1.14–1.20 | <0.0001 | 1.10 | 1.07–1.14 | <0.0001 | 1.24 | 0.04 | <0.0001 | 0.98 | 0.05 | <0.0001 |
| Premium-based monthly salary (Reference: <760 US$) | ||||||||||||
| 760–1160 | 0.85 | 0.83–0.88 | <0.0001 | 0.87 | 0.85–0.90 | <0.0001 | 0.32 | 0.04 | <0.0001 | 0.01 | 0.04 | 0.8741 |
| >1160 | 1.04 | 1.01–1.08 | 0.0159 | 1.02 | 0.99–1.06 | 0.166 | −0.35 | 0.05 | <0.0001 | −0.22 | 0.05 | <0.0001 |
| Urbanization of residence area (Reference: High) | ||||||||||||
| Medium | 1.02 | 1.00–1.05 | 0.0421 | 0.97 | 0.95–1.00 | 0.018 | −0.31 | 0.03 | <0.0001 | −0.17 | 0.03 | <0.0001 |
| Low | 0.99 | 0.97–1.01 | 0.3575 | 0.92 | 0.89–0.94 | <0.0001 | −0.44 | 0.04 | <0.0001 | −0.24 | 0.04 | <0.0001 |
| Charlson comorbidity index (CCI) (Reference: CCI = 0) | ||||||||||||
| Mild (CCI = 1) | 1.69 | 1.65–1.73 | <0.0001 | 1.72 | 1.68–1.76 | <0.0001 | 1.11 | 0.03 | <0.0001 | 0.98 | 0.03 | <0.0001 |
| Severe (CCI ≥ 2) | 1.80 | 1.75–1.85 | <0.0001 | 1.85 | 1.80–1.90 | <0.0001 | 1.73 | 0.04 | <0.0001 | 1.52 | 0.04 | <0.0001 |
| Dental cavities history (Reference: No) | ||||||||||||
| Yes | 1.34 | 1.31–1.37 | <0.0001 | 1.16 | 1.13–1.19 | <0.0001 | 0.40 | 0.04 | <0.0001 | 0.22 | 0.04 | <0.0001 |
| Periodontal disease history (Reference: No) | ||||||||||||
| Yes | 1.41 | 1.38–1.44 | <0.0001 | 1.22 | 1.19–1.26 | <0.0001 | 0.40 | 0.03 | <0.0001 | 0.14 | 0.04 | 0.0004 |
| MD*PD (Reference: No) | ||||||||||||
| Mild, Moderate*PD | - | - | - | 1.29 | 1.17–1.42 | <0.0001 | - | - | - | 0.59 | 0.14 | <0.0001 |
| Severe*PD | - | - | - | 1.26 | 1.19–1.33 | <0.0001 | - | - | - | 0.34 | 0.08 | <0.0001 |
| Profound*PD | - | - | - | 1.04 | 0.96–1.12 | 0.333 | - | - | - | 0.27 | 0.10 | 0.0069 |
Note. Only users: all persons with at least one physician visit or hospitalization in one year, 1: conditional logistic model, 2: GLM Model, SE: standard error, 95% CI: 95% confidence intervals, adj OR: adjusted odds ratio, adj β: adjusted β, MD: severity of mental disability, PD: periodontal disease history.
Visits of respiratory infections utilization among only use individuals in the MD and reference groups.
| Variables | MD Group | Reference Group | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Mild, Moderate | Severe | Profound | Total | ||||||||
| ( | ( | ( | ( | ( | |||||||
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | ||
| Total | 5.2 | 7.11 | 5.4 | 7.18 | 5.3 | 6.93 | 5.3 | 7.09 | 4.0 | 4.54 | <0.0001 |
| Gender | <0.0001 | ||||||||||
| Male | 5.3 | 7.66 | 5.2 | 7.30 | 4.9 | 6.97 | 5.1 | 7.29 | 3.8 | 4.39 | |
| Female | 5.1 | 6.48 | 5.5 | 7.07 | 5.5 | 6.88 | 5.5 | 6.92 | 4.2 | 4.65 | |
| Age group (years) | <0.0001 | ||||||||||
| <20 | 4.6 | 4.65 | 4.9 | 4.91 | 4.4 | 4.33 | 4.5 | 4.52 | 3.6 | 3.98 | |
| 20–44 | 5.5 | 8.71 | 5.2 | 6.88 | 5.1 | 6.85 | 5.2 | 7.10 | 3.6 | 3.81 | |
| 45–64 | 5.2 | 6.77 | 5.5 | 7.47 | 5.5 | 7.13 | 5.5 | 7.25 | 4.1 | 4.71 | |
| ≥65 | 5.0 | 5.77 | 5.3 | 6.69 | 5.6 | 6.48 | 5.2 | 6.37 | 4.9 | 5.54 | |
| Premium-based monthly salary (US$) | <0.0001 | ||||||||||
| <760(Q1) | 5.4 | 7.67 | 5.3 | 7.48 | 5.2 | 7.50 | 5.3 | 7.50 | 4.0 | 4.48 | |
| 760–1160 | 5.2 | 7.14 | 5.4 | 7.20 | 5.3 | 6.98 | 5.4 | 7.13 | 4.2 | 4.73 | |
| >1160(Q3) | 5.1 | 6.08 | 5.2 | 6.54 | 5.0 | 5.82 | 5.1 | 6.20 | 3.8 | 4.20 | |
| Urbanization of residence area | <0.0001 | ||||||||||
| High | 5.7 | 7.25 | 5.7 | 7.68 | 5.4 | 7.23 | 5.6 | 7.48 | 4.2 | 4.65 | |
| Medium | 5.1 | 7.31 | 5.3 | 6.82 | 5.3 | 6.91 | 5.2 | 6.93 | 4.1 | 4.59 | |
| Low | 4.8 | 6.19 | 5.4 | 7.44 | 5.2 | 6.73 | 5.3 | 7.04 | 3.9 | 4.39 | |
| Charlson comorbidity index (CCI) | <0.0001 | ||||||||||
| No (CCI = 0) | 4.7 | 6.23 | 4.7 | 6.16 | 4.7 | 6.25 | 4.7 | 6.20 | 3.7 | 4.02 | |
| Mild (CCI = 1) | 5.4 | 6.50 | 5.9 | 7.64 | 5.8 | 7.20 | 5.8 | 7.32 | 4.7 | 5.19 | |
| Severe (CCI ≥ 2) | 6.2 | 9.19 | 6.6 | 8.79 | 6.6 | 8.27 | 6.5 | 8.73 | 5.1 | 5.87 | |
| Dental cavities history | <0.0001 | ||||||||||
| No | 5.2 | 6.76 | 5.3 | 7.05 | 5.2 | 6.96 | 5.3 | 6.97 | 4.0 | 4.51 | |
| Yes | 5.6 | 9.32 | 5.9 | 7.85 | 5.7 | 6.73 | 5.8 | 7.72 | 4.3 | 4.73 | |
| Periodontal disease history | <0.0001 | ||||||||||
| No | 5.1 | 6.52 | 5.2 | 6.92 | 5.2 | 6.91 | 5.2 | 6.85 | 4.0 | 4.53 | |
| Yes | 5.9 | 9.27 | 5.9 | 8.01 | 5.7 | 6.94 | 5.8 | 7.89 | 4.2 | 4.60 | |
Note. Only users: all persons with at least one physician visit or hospitalization in one year. p value *: comparison between total mental disabilities and the reference group.