Table 3. A covariate balance check for falls on compliant versus regular flooring.
Variable (measure, m = mean, p = proportion) |
Falls on compliant flooring |
Falls on regular flooring |
Difference (compliant-regular) |
P-value for difference |
---|---|---|---|---|
Age (m) | 85.0 | 82.8 | 2.17 | 0.225 |
Women (p) | 0.68 | 0.75 | -0.07 | 0.686 |
BMI (m) | 23.8 | 24.4 | -0.60 | 0.526 |
Visual impairment (p) | 0.29 | 0.31 | -0.02 | 0.930 |
Cognitive impairment (p) | 0.73 | 0.67 | 0.06 | 0.773 |
Hip protector (p) | 0.18 | 0.14 | 0.04 | 0.750 |
Walking ability (p) | ||||
Safe walker | 0.34 | 0.49 | -0.15 | 0.548 |
Unsafe walker | 0.63 | 0.45 | 0.18 | 0.445 |
Non-walker | 0.04 | 0.07 | -0.03 | 0.498 |
Location (p) | ||||
Bathroom | 0.00 | 0.19 | -0.19 | N/Aa |
Bedroom | 0.81 | 0.69 | 0.12 | 0.328 |
Communal area | 0.19 | 0.12 | 0.07 | 0.431 |
Activity (p) | ||||
Low transfer (e.g. bed to wheelchair) | 0.41 | 0.29 | 0.12 | 0.064 |
Sitting or lying down | 0.13 | 0.10 | 0.03 | 0.374 |
Standing or walking | 0.33 | 0.39 | -0.06 | 0.448 |
Unknown | 0.13 | 0.22 | -0.09 | 0.002 |
Time of day (p) | ||||
6-10AM | 0.13 | 0.12 | 0.01 | 0.810 |
10AM-2PM | 0.13 | 0.15 | -0.02 | 0.610 |
2-6PM | 0.19 | 0.22 | -0.02 | 0.632 |
6-10PM | 0.17 | 0.21 | -0.03 | 0.481 |
10PM-02AM | 0.20 | 0.16 | 0.04 | 0.547 |
2-6AM | 0.17 | 0.14 | 0.03 | 0.427 |
|
Models were fitted separately for each variable. Categorical variables were transformed to dummy variables for each category prior to estimation. Continuous variables were analyzed using linear regression, and binary variables (presented as proportions) were analyzed using logistic regression (differences from these models are presented as marginal means obtained using the margins command in Stata 12). All models were fitted using clustered standard errors to account for within-individual correlation.
aA logistic model could not be fitted to the data, because the Kradal flooring was not installed in bathrooms.