| Literature DB >> 31406459 |
Hans Lennart Persson1, Johan Lyth2, Ann-Britt Wiréhn2, Leili Lind3,4.
Abstract
Background: Elderly patients with advanced stages of COPD or chronic heart failure (CHF) often require hospitalization due to exacerbations. We hypothesized that telemonitoring supported by hospital-based home care (HBHC) would detect exacerbations early, thus, reducing the number of hospitalization. We also speculated that patients with advanced COPD or CHF would present differences regarding exacerbation frequency and the need of HBHC.Entities:
Keywords: digital pen; exacerbation; home care services; hospital-based; hospitalization; telemedicine
Mesh:
Year: 2019 PMID: 31406459 PMCID: PMC6642647 DOI: 10.2147/COPD.S207621
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Figure 1The Health Diary forms.
Characteristics of the study sample CHF- versus COPD-subjects. Results are presented as mean ±1 SD (range) for continuous variables and percentage for categorical variables. P-values are from Chi-square test and Student’s t-test (P-value≥0.05)
| CHF (n=58) | COPD (n=36) | ||
|---|---|---|---|
| Age | 83±7 (65–100) | 75±6 (65–86) | <0.001 |
| Women, n (%) | 29 (50) | 22 (61) | n.s. |
| 12 months prior inclusion | |||
| Current smokers, n (%) | 2 (3) | 10 (29) | <0.05 |
| Ex-smokers, n (%) | 31 (54) | 25 (71) | n.s. |
| Never smokers, n (%) | 25 (43) | 0 (0) | <0.05 |
| Pack-year | 8±13 (0–59) | 38±19 (1–100) | <0.001 |
| BMI | 27±5 (16–43) | 24±6 (12–41) | <0.01 |
| SAT (%) | 95±3 (82–99) | 90±6 (70–98) | <0.001 |
| Subjects on LTOT, n (%) | 0 (0) | 7 (19) | |
| CCI, mean (SD) | 4.9 (2.3) | 3.4 (2.0) | <0.001 |
| CCI, n (%) | |||
| 2 | 4 (7) | 9 (25) | <0.05 |
| 3 | 6 (10) | 12 (33) | <0.05 |
| ≥4 | 44 (76) | 10 (28) | <0.05 |
| Subjects with COPD, n (%) | 17 (29) | 36 (100) | |
| FEV1 (% predicted), COPD subjects only | 58±18 (23–96) | 39±15 (13–79) | <0.001 |
| GOLD stage, n (%) | |||
| III | 3 (18) | 7 (20) | n.s. |
| IV | 1 (6) | 26 (72) | <0.05 |
| GOLD grade, n (%) | |||
| C | 0 (0) | 0 (0.0) | n.s. |
| D | 11 (65) | 35 (97) | <0.05 |
| Subjects with CHF, n (%) | 58 (100) | 22 (61) | |
| NYHA-class, n (%) | |||
| 4 | 12 (21) | 2 (9) | <0.05 |
| WBC (ref: 3.5–8.8×10*9/L) | 7.8±1.9 (4.2–12.4) | 10.9±4.8 (5.6–32.7) | <0.001 |
| hsCRP (ref: <10 mg/L) | 14.7±16.3 (0.7–93) | 29.1±58.9 (0.3–343) | n.s. |
| Hemoglobin (ref: 134–170 g/L) | 127±17 (95–167) | 130±17 (102–172) | n.s. |
| Creatinine (ref: 45–90 µmol/L) | 134±63 (64–488) | 83±30 (43–164) | <0.001 |
| ProBNP (ref: <1800 ng/L) | 6036±6232 (410–35,000) | – | |
| 25(OH)D (ref: ≥50 nmol/L) | – | 60±28 (11–141) |
Abbreviations: BMI, body mass index; CCI, Charlson Comorbidity Index; CHF, chronic heart failure; hs-CRP, high sensitivity C reactive protein; LTOT, long-term oxygen therapy; NYHA, New York Heart Association Functional Class; 25(OH)D, the stable metabolite of vitamin D; proBNP, B-type natriuretic protein; SAT, blood oxygen saturation; WBC, white blood cell count; n.s., not significant.
Study performance. Results are presented as mean ±1 SD (range) for continuous variables and percentage for categorical variables. P-values are from Chi-square test and Student’s t-test (P-value≥0.05)
| CHF (n=58) | COPD (n=36) | ||
|---|---|---|---|
| Completed 12 study months, n (%) | 32 (55) | 19 (53) | n.s. |
| Did not complete 12 study months, n (%) | 26 (45) | 17 (47) | n.s. |
| Reasons behind early exclusion | |||
Death, n (%) | 16 (28) | 13 (36) | n.s. |
Deterioration, n (%) | 6 (10) | 2 (6) | n.s. |
Change of residency, n (%) | 4 (7) | 2 (6) | n.s. |
| Study months | |||
Total | 484 | 280 | |
Per study subject | 8.4±4.5 (0–12) | 7.8±4.8 (0–12) | n.s. |
Abbreviations: CHF, chronic heart failure; n.s., not significant.
Primary outcome; exacerbation frequency and home health care contacts. Results are presented as means ±1 SD (range) for continuous variables . P-values are from Student’s t-test (P-value ≥0.05)
| CHFa (n=58) | COPDb (n=36) | ||
|---|---|---|---|
| Disease-specific exacerbations per subject | 0.8±0.9 (0–5) | 3.2±2.7 (0–10) | <0.001 |
| Home care visit per subject | |||
By physician | 8.0±4.5 (1–18) | 11.2 ±7.9 (1–32) | <0.05 |
By nurse | 28.8±18.8 (2–87) | 41.6±49.4 (2–251) | n.s. |
By physiotherapist | 2.3±2.2 (0–9) | 2.7±3.2 (0–12) | n.s. |
By dietician | 0.2±0.7 (0–4) | 0.5±0.8 (0–3) | n.s. |
By curator | 0.0±0.1 (0–1) | 0.9±2.1 (0–9) | n.s. |
| Total home care contacts (home visits & phone calls) | 67.4±38.0 (5–187) | 94.4±84.4 (3–334) | <0.05 |
Notes: aDemanding diuretics; b demanding antibiotics and/or steroids.
Abbreviations: CHF, chronic heart failure; n.s., not significant.
Figure 2The figures illustrate exacerbations of (A) CHF and (B) COPD. A time span of 20 days is shown. Data are from the Health Diary system.
Secondary outcome; times of hospitalization. Results are presented as means ±1 SD (range) for continuous variables and percentage for categorical variables. P-values are from Student’s t-test (P-value ≥0.05)
| CHF (n=58) | COPD (n=36) | ||
|---|---|---|---|
| Times hospitalized 12 months prior inclusion, all causes, per subject | 3.1±1.5 (2–10) | 3.4±1.8 (2–9) | n.s. |
| Times hospitalized during study period, all causes, per subject | 0.8±1.3 (0–7) | 1.2±1.5 (0–6) | n.s. |
| Assessable months in the study | |||
Prior inclusion | 696 | 432 | |
During the study | 484 | 280 | |
% of planned study months | 70 | 65 | |
| After adjustment for assessable months | |||
| -Times hospitalized prior inclusion, all causes, per subject | ***2.1±1.1 (1.4–7) | **2.2±1.2 (1.3–5.8) | n.s. |
***<0.001 vs “during study period”; **<0.01 vs “during study period”.
Abbreviations: CHF, chronic heart failure; COPD, chronic obstructive pulmonary disease; N.s., not significant.
Hospitalization during study period specified as disease-specific – urgent or planned – or due to other causes. Results are presented as means ±1 SD (range). P-values are from Student’s t-test (P-value ≥0.05)
| CHF (n=58) | COPD (n=36) | ||
|---|---|---|---|
| Disease-specific hospitalization per subject, urgent | 0.1±0.3 (0–1) | 0.6±0.9 (0–4) | <0.01 |
| Disease-specific hospitalization per subject, planned | 0.0±0.1 (0–1) | 0.2±0.6 (0–3) | n.s. |
| Hospitalization per subject due to other causes | 0.7±1.3 (0–7) | 0.5±1.0 (0–4) | n.s. |
Abbreviations: CHF, chronic heart failure; n.s., not significant.
Questions and results from the questionnaire concerning various symptoms, medication, and use of the digital pen (translated into English). All questions were responded from 1 = ”I do not agree” to 5 = ”I fully agree”
| 1 Month | 6 Months | 12 Months | ||||||
|---|---|---|---|---|---|---|---|---|
| Question no. | Adapted from | Questions about symptoms, medication, and use of the digital pen | N | Mean ± SD (min-max) | N | Mean ± SD (min-max) | N | Mean ± SD (min-max) |
| 1 | Demiris et al, 2000, | The digital pen and health diary saves me time. | 73 | 4.5±1.0 (1–5) | 55 | 4.3±1.2 (1–5) | 49 | 4.6±1.0 (1–5) |
| 2 | Bakken et al, 2006 | It was easy to learn to use the digital pen | 75 | 5.0±0.3 (3–5) | 53 | 4.9±0.3 (4–5) | 47 | 4.8±0.6 (1–5) |
| 3 | Bakken et al, 2006 | I can always trust the digital pen to work | 76 | 4.6±0.9 (2–5) | 55 | 4.7±1.0 (1–5) | 48 | 4.5±1.0 (1–5) |
| 4 | Lind & Karlsson, 2004 | It was easy to understand the health diary | 74 | 4.7±0.7 (1–5) | 52 | 4.8±0.7 (2–5) | 48 | 4.9±0.5 (2–5) |
| 5 | Demiris et al, 2000, | The digital pen can violate my privacy | 78 | 1.5±1.1 (1–5) | 56 | 1.6±1.2 (1–5) | 50 | 1.7±1.2 (1–5) |
| 6 | – | If I could use the digital pen and health diary in the future I would like to | 76 | 4.4±1.2 (1–5) | 56 | 4.3±1.3 (1–5) | 48 | 4.4±1.3 (1–5) |
| 7 | Bakken et al, 2006 | I am more involved in my care when using the digital pen and health diary | 78 | 4.5±1.0 (1–5) | 55 | 4.5±1.0 (1–5) | 49 | 4.6±1.0 (1–5) |
| 8 | Bakken et al, 2006 | My health care professionals use information from the digital pen and health diary during home visits or telephone follow-ups | 77 | 4.8±0.6 (1–5) | 55 | 4.8±0.7 (1–5) | 48 | 4.9±0.6 (1–5) |
| 9 | Demiris et al, 2000, | My health care professionals can get a good understanding of my medical problem through the digital pen and health diary | 77 | 4.7±0.9 (1–5) | 54 | 4.8±0.6 (2–5) | 49 | 4.6±0.9 (1–5) |
| 10 | Demiris et al, 2000, | The digital pen and health diary save time for my health care professionals | 74 | 4.8±0.6 (1–5) | 55 | 4.7±0.8 (1–5) | 49 | 4.7±0.9 (1–5) |
| 11 | Demiris et al, 2000, | The digital pen and health diary make it easier for me to contact my health care professionals | 74 | 4.8±0.6 (3–5) | 55 | 4.6±1.0 (1–5) | 49 | 4.7±0.8 (1–5) |
| 12 | Bakken et al, 2006 | My health is better than it was before I used the digital pen and health diary | 75 | 3.4±1.5 (1–5) | 56 | 3.9±1.3 (1–5) | 49 | 3.6±1.4 (1–5) |
| 13 | – | I learn more about my disease when using the digital pen and health diary | 77 | 3.4±1.4 (1–5) | 56 | 3.8±1.4 (1–5) | 49 | 3.7±1.4 (1–5) |
| 14 | – | I feel more secure when reporting using the digital pen and health diary | 77 | 4.5±1.0 (1–5) | 56 | 4.7±0.9 (1–5) | 49 | 4.6±0.9 (1–5) |
| 15 | Bakken et al, 2006 | I follow my health care professionals’ advice better when I use the pen and health diary | 77 | 4.5±1.0 (1–5) | 56 | 4.5±0.9 (1–5) | 49 | 4.5±1.0 (1–5) |