| Literature DB >> 31542867 |
A Brandauer1, S Berger2, N Freywald2, I Gnass2, J Osterbrink2, D Seidenspinner3, P Kutschar2.
Abstract
AIM: Quality of life is an essential outcome parameter in geriatric research and presents an important indicator for the evaluation of care treatments. The present study analyses potential impact factors on health-related quality of life (HRQOL) of nursing home residents (NHR) who are in pain.Entities:
Keywords: Dementia; EQ-5D-3L; HRQOL; Nursing home; Pain; Quality of life
Mesh:
Year: 2019 PMID: 31542867 PMCID: PMC6962122 DOI: 10.1007/s11136-019-02290-x
Source DB: PubMed Journal: Qual Life Res ISSN: 0962-9343 Impact factor: 4.147
Fig. 1Included cases
Included predictors per block in OLS-regressions
| Block | Predictors and rationale |
|---|---|
| 1 | Pain (interference and intensity) as main predictor [ |
| 2 | Intervention effect: Since the PIASMA-study was a cRCT, analyses were adjusted for the intervention effect (time × group interaction) |
| 3 | Age and gender* are frequently discussed as predictors for HRQOL [ |
| 4 | Pain-related diagnoses*: Many studies declare that chronic diseases and comorbidities influence HRQOL [ |
| 5 | Depressive symptoms and cognitive impairment are phenomena known to affect HRQOL [ |
*Extracted from nursing documentation, according to current medical definitions (ICD)
OLS ordinary least squares, cRCT cluster-randomised controlled trial; HRQOL health-related quality of life
Characteristics of included respondents
| Participant characteristics and predictors | |
|---|---|
| Age mean ± SD ( | 81.55 ± 9.74 (146) |
| Gender male %valid ( | 34.9 (51) |
| Diagnoses (multiple response) %of cases ( | |
| Musculoskeletal disorders | 41.8 (61) |
| Tumour | 18.5 (27) |
| Chronic wounds | 15.1 (22) |
| Diabetes | 13.0 (19) |
| Neuropathy | 11.6 (17) |
| Pain intensity index [0–40] mean ± SD ( | 18.49 ± 7.23 (146) |
| Pain interference index [0–70] mean ± SD ( | 29.61 ± 16.02 (146) |
| MMSE score [10–30] mean ± SD ( | 22.84 ± 4.90 (146) |
| GDS score [0–15] mean ± SD ( | 5.65 ± 3.66 (146) |
SD = standard deviation, n = sample size, MMSE = Mini-Mental State Examination, GDS = Geriatric Depression Scale, EQ = EQ-5D-3L (Euroquol Quality of Life), VAS = visual analogue scale
OLS models: predictors of quality of life (EQ index)
| Basic model | Final model | ||||||
|---|---|---|---|---|---|---|---|
| Tolerance | VIF | Tolerance | VIF | ||||
| 1 | Constant (B) | .790 | .703 | ||||
| Pain intensity index (0–40) | .677 | 1.476 | − .196* | .564 | 1.772 | .005 | |
| Pain interference index (0–70) | .677 | 1.476 | − .334*** | .564 | 1.772 | − .446*** | |
| 2 | Constant (B) | .774 | .681 | ||||
| Pain intensity index (0–40) | .674 | 1.484 | − .210* | .563 | 1.777 | − .010 | |
| Pain interference index (0–70) | .677 | 1.476 | − .334*** | .564 | 1.772 | − .445*** | |
| Intervention group (0/1) | .992 | 1.008 | .163* | .996 | 1.004 | .210* | |
| 3 | Constant (B) | .557 | – | ||||
| Pain intensity index (0–40) | .674 | 1.484 | − .211* | – | – | – | |
| Pain interference index (0–70) | .639 | 1.566 | − .294** | – | – | – | |
| Intervention group (0/1) | .977 | 1.024 | .161* | – | – | – | |
| Age (60–105) | .846 | 1.182 | .084 | Age and gender had no significant impact | |||
| Male (0/1) | .877 | 1.140 | .167* | ||||
| 4 | Constant (B) | .604 | .739 | ||||
| Pain intensity index (0–40) | .644 | 1.552 | − .175* | .555 | 1.800 | − .031 | |
| Pain interference index (0–70) | .575 | 1.738 | − .325** | .564 | 1.774 | − .451*** | |
| Intervention group (0/1) | .923 | 1.083 | .158* | .954 | 1.048 | .181* | |
| Age (60–105) | .790 | 1.266 | .064 | – | – | – | |
| Male (0/1) | .802 | 1.246 | .141a | – | – | – | |
| Neuropathy (0/1) | .534 | 1.871 | .307** | Deleted because of missing correlation | |||
| Tumour (0/1) | .751 | 1.332 | .101 | – | – | – | |
| Musculoskeletal disorders (0/1) | .463 | 2.161 | .160 | – | – | – | |
| Chronic wounds (0/1) | .663 | 1.508 | − .057 | – | – | – | |
| Diabetes (0/1) | .927 | 1.079 | .008 | – | – | – | |
| Number of diagnoses | .255 | 3.924 | − .260a | .924 | 1.082 | − .144 | |
| 5 | Constant (B) | .893 | |||||
| Pain intensity index (0–40) | .632 | 1.582 | − .174* | − | |||
| Pain interference index (0–70) | .551 | 1.814 | − .260** | − | |||
| Intervention group (0/1) | .914 | 1.094 | .145* | ||||
| Age (60–105) | .751 | 1.332 | .013 | – | – | – | |
| Male (0/1) | .795 | 1.257 | .117 | – | – | – | |
| Neuropathy (0/1) | .531 | 1.884 | .309** | Deleted because of missing correlation | |||
| Tumour (0/1) | .713 | 1.403 | .088 | – | – | – | |
| Musculoskeletal disorders (0/1) | .430 | 2.326 | .134 | – | – | – | |
| Chronic wounds (0/1) | .660 | 1.515 | − .039 | – | – | – | |
| Diabetes (0/1) | .915 | 1.093 | .035 | – | – | – | |
| Number of diagnoses | .242 | 4.137 | − .281* | − | |||
| MMSE score (0–30) | .875 | 1.143 | − .095 | – | – | – | |
| GDS score (0–15) | .812 | 1.231 | − .246** | − | |||
| Condition index | 45.733 | ||||||
| Adjusted | 0.344b | ||||||
| Durbin-Watson statistic | 1.635 | ||||||
| Studentized residual | All cases between − .3.0 and 3.0 | ||||||
| Centered leverage value | 3 cases > .178 | ||||||
| Cook’s distance | All cases < 1.0 | ||||||
| Homoscedastic | Approved via scatterplot | ||||||
| Normally distributed | Approved via KS-test ( | ||||||
| Linearity | Approved via scatterplot | ||||||
OLS ordinary least square, EQ EQ-5D-3L (Euroquol Quality of Life), VIF variance inflation factor, β beta coefficient, B intercept, MMSE Mini-Mental State Examination, GDS Geriatric Depression Scale, R coefficient of determination, KS-test Kolmogorow–Smirnow test, bold very final model - > used for interpretation
*p value < 0.05; **p value < 0.01; ***p value < 0.001
ap value < 0.10
bF change statistics < 0.001
cF change statistics < 0.001
Fig. 2Basic and final model of included predictors of quality of life (EQ index). EQ EQ-5D-3L (Euroquol Quality of Life); MMSE Mini-Mental State Examination; GDS Geriatric Depression Scale