| Literature DB >> 34420974 |
Zaina P Qureshi1, Ellen Thiel2, James Nelson2, Rezaul Khandker1.
Abstract
BACKGROUND: Insomnia is associated with worsened clinical outcomes among Alzheimer's disease dementia (AD) patients, increased caregiver burden, and healthcare utilization.Entities:
Keywords: Alzheimer’s disease; dementia; facilities and services utilization; health care economics; sleep initiation and maintenance disorders
Mesh:
Year: 2021 PMID: 34420974 PMCID: PMC8609711 DOI: 10.3233/JAD-210713
Source DB: PubMed Journal: J Alzheimers Dis ISSN: 1387-2877 Impact factor: 4.472
Fig. 1Patient selection. 1Alzheimer’s disease diagnosis codes: ICD-9-CM code 331.0; ICD-10-CM codes: G30.0, G30.1, G30.8, G30.9. 2Insomnia diagnosis codes: ICD-9-CM code 331.0; ICD-10-CM codes: G30.0, G30.1, G30.8, G30.9. 3Control patients will be assigned an index date corresponding to the same number of days between the matched insomnia patient’s AD diagnosis and first treatment for insomnia (e.g., -3 months to +12 months). 4Non-insomnia sleep disorders include sleep apnea, narcolepsy, and others. 5Due to sample limitations it was not possible to identify three non-insomnia matched controls with sufficient continuous enrollment for every insomnia patient. Insomnia patients with no matches were excluded while those with 1 or 2 matches were retained in the sample set.
Demographics and baseline clinical characteristics
| Insomnia patients | Non-insomnia patients |
| |||
| Age (Mean, SD) | 81.7 | 8.6 | 82.0 | 8.2 | 0.077 |
| Female | 2,334 | 66.7% | 6,651 | 67.3% | 0.513 |
| Calendar year of AD diagnosis date ( | |||||
| 2015 | 1,777 | 50.8% | 5,057 | 51.2% | 0.928 |
| 2016 | 1,223 | 34.9% | 3,454 | 34.9% | |
| 2017 | 499 | 14.3% | 1,369 | 13.9% | |
| 2018 | 1 | 0.0% | 4 | 0.0% | |
| Charlson Comorbidity Index (Mean, SD) | 2.50 | 2.23 | 2.16 | 2.10 | < 0.001 |
| Comorbid conditions ( | |||||
| Hypertension | 2,761 | 78.9% | 7,345 | 74.3% | < 0.001 |
| Hyperlipidemia | 1,881 | 53.7% | 5,035 | 50.9% | 0.004 |
| Depression | 1,384 | 39.5% | 2,460 | 24.9% | < 0.001 |
| Moderate or severe liver disease | 1,287 | 36.8% | 3,150 | 31.9% | < 0.001 |
| Peripheral vascular disease | 899 | 25.7% | 2,233 | 22.6% | < 0.001 |
| Myocardial infarction | 636 | 18.2% | 1,536 | 15.5% | < 0.001 |
| Mild liver disease | 546 | 15.6% | 1,208 | 12.2% | < 0.001 |
| Congestive heart failure | 488 | 13.9% | 1,106 | 11.2% | < 0.001 |
| Pneumonia | 430 | 12.3% | 844 | 8.5% | < 0.001 |
| Parkinson’s disease | 244 | 7.0% | 514 | 5.2% | < 0.001 |
| Substance abuse disorders | 141 | 4.0% | 192 | 1.9% | < 0.001 |
| Mood disorder | 140 | 4.0% | 187 | 1.9% | < 0.001 |
| Other sleep disorders1 | 134 | 3.8% | 208 | 2.1% | < 0.001 |
| Cerebrovascular disease | 134 | 3.8% | 283 | 2.9% | 0.005 |
| Epilepsy | 132 | 3.8% | 369 | 3.7% | 0.919 |
| Sleep apnea1 | 61 | 1.7% | 135 | 1.4% | 0.111 |
| Any malignancy | 27 | 0.8% | 60 | 0.6% | 0.298 |
| Renal disease | 12 | 0.3% | 42 | 0.4% | 0.510 |
Demographic information captured on index date. Clinical characteristics were measured during the 12-month pre-index baseline period. 1This captures the subset of patients with a diagnosis of other sleep disorders or sleep apnea during the variable period between the start of the 12-month pre-index period and the start of the 3-month pre-AD diagnosis exclusion period.
All-cause healthcare utilization in the 12-month follow-up period
| Insomnia patients | Non-insomnia patients |
| |||
| Inpatient | |||||
| Patients with≥1 inpatient admission ( | 1,394 | 39.8% | 3,194 | 32.3% | < 0.001 |
| Number of inpatient admissions1 (Mean, SD) | 0.6 | 0.9 | 0.4 | 0.7 | < 0.001 |
| Total days in inpatient setting (Mean, SD) | 9.1 | 13.5 | 7.6 | 11.0 | < 0.001 |
| Outpatient (OP) | |||||
| Emergency department (ED) visits | |||||
| Patients with≥1 ED visit ( | 1,974 | 56.4% | 4,744 | 48.0% | < 0.001 |
| Number of ED visits1 (Mean, SD) | 1.5 | 2.3 | 1.0 | 1.6 | < 0.001 |
| OP office visits | |||||
| Patients with≥1 office visit ( | 2,888 | 82.5% | 8,200 | 83.0% | 0.546 |
| Number of office visits1 (Mean, SD) | 8.8 | 9.1 | 7.5 | 7.6 | < 0.001 |
| Skilled nursing facility (SNF) services | |||||
| Patients with≥1 SNF claim ( | 1,490 | 42.6% | 3,154 | 31.9% | < 0.001 |
| Number of SNF claims1 (Mean, SD) | 17.0 | 49.5 | 9.7 | 33.6 | < 0.001 |
| Hospice services | |||||
| Patients with a hospice claim ( | 29 | 0.8% | 61 | 0.6% | 0.188 |
| Number of hospice claims1 (Mean, SD) | 0.3 | 6.6 | 0.1 | 2.7 | 0.012 |
| Other OP services | |||||
| Patients with≥1 other OP service ( | 3,448 | 98.5% | 9,585 | 97.0% | < 0.001 |
| Number of other OP services1 (Mean, SD) | 62.1 | 73.1 | 48.6 | 64.6 | < 0.001 |
| OP pharmacy | |||||
| Patients with≥1 OP claim prescription ( | 3,409 | 97.4% | 9,417 | 95.3% | < 0.001 |
| Number of claims1 (Mean, SD) | 5.3 | 45.2 | 47.8 | 40.5 | < 0.001 |
1 Among all patients.
Fig. 2All-cause healthcare costs per-person per-year in the 12-month follow-up period. ED, emergency department; SNF, skilled nursing facility. *p < 0.05, ***p < 0.001.
All-cause healthcare costs in the 12-month follow-up period
| Insomnia patients | Non-insomnia patients |
| |||
| Total costs (Mean, SD) | $37,356 | $70,089 | $27,990 | $57,179 | < 0.001 |
| Median | $18,813 | $12,318 | |||
| Inpatient costs (Mean, SD) | $13,817 | $48,854 | $9,657 | $32,562 | < 0.001 |
| Median | $0 | $0 | |||
| Outpatient costs (Mean, SD) | $18,546 | $36,351 | $14,323 | $39,928 | < 0.001 |
| Median | $8,633 | $5,432 | |||
| ED visit costs (Mean, SD) | $2,514 | $8,932 | $1,730 | $6,334 | < 0.001 |
| Median | $192 | $0 | |||
| Outpatient office visit costs (Mean, SD) | $988 | $1,151 | $839 | $1,007 | < 0.001 |
| Median | $666 | $588 | |||
| SNF costs (Mean, SD) | $5,333 | $12,988 | $3,647 | $11,089 | < 0.001 |
| Median | $0 | $0 | |||
| Hospice costs (Mean, SD) | $284 | $4,121 | $177 | $3,144 | 0.112 |
| Median | $0 | $0 | |||
| Other outpatient services costs (Mean, SD) | $9,426 | $30,733 | $7,930 | $36,565 | 0.030 |
| Median | $3,873 | $2,789 | |||
| Outpatient pharmacy costs (Mean, SD) | $4,993 | $8,220 | $4,010 | $6,876 | < 0.001 |
| Median | $2,981 | $2,216 | |||
ED, emergency department; SNF, skilled nursing facility.
Fig. 3Multivariable models of total healthcare costs, odds of inpatient (IP) admission, and odds of having a claim for skilled nursing facility (SNF) services with presence of insomnia diagnosis as the primary explanatory variable. CR, cost ratio; OR, odds ratio.