Strategies for construction hazard recognition


SAMPLE CALCULATION USING SMQM CASE DATA (Crew 1: Structural Crew)



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STRATEGIES FOR CONSTRUCTION HAZARD RECOGNITION
SAMPLE CALCULATION USING SMQM CASE DATA (Crew 1: Structural Crew)
Day 1 Day 2 Day 3 Day 4 Day 5 Day 6 Day 7 Day 8 1
2 3
4 5
6 7
8 9
10 11 12 13 14 15 16 Crew 1 26.56 32.81 35.00 31.82 38.10 36.99 65.63 68.75 66.13 67.22 68.33 73.33 69.04 72.79 71.39 73.12 Crew 2 39.47 38.46 43.90 33.33 39.02 37.21 39.53 39.53 72.23 72.56 67.93 70.22 66.92 68.58 69.36 71.89 Crew 3 40.00 42.00 35.85 39.62 38.00 36.54 38.46 38.89 37.25 39.62 74.33 76.07 77.31 78.42 76.42 77.80
:
0 20 40 60 80 100 1
2 3
4 5
6 7
8 9
10 11 12 13 14 15 16
Ha
za
rd
re
co
gn
iti
on
le
ve
l (
%)

Work Period (Time) -->


179 Model Comparison for Crew Crew 1 Model I Output Model II Output Reg eqn
27.063+1.853T+26.006D-1.067SC Reg eqn D Predictor
Coef Std. Error t p Predictor
Coef Std. Error t p Constant
27.063 1.935 13.987 0 Constant
33.547 1.392 24.095 0 Time
1.853 0.497 3.729 0.003 DD SC
-1.067 0.547
-1.95 0.075 Std. Error of est.
2.07833 Std. Error of est.
3.41039
R-sq
99.00%
R-sq
96.80%
R-sq (adj)
98.70%
R-sq (adj)
96.50%
SS
Reg
4978.11
SS
Reg
4867.11
MS
Res
4.32
Durbin-Watson
2.874
Durbin-Watson
1.416 d
L
0.857
The errors of the
model are
independent.
d
L
1.106
The errors of the
model are
independent.
d
U
1.728 d
U
1.371 HM test
-1.0655 HM test
1.0103 p-value
0.2866 p-value
0.315 Cutting Cranes div

180


Model Comparision test
((Ss
Reg Model I- SSRegModel II)/2)/MS
Reg Model I (F
obt.
)
2.8068 F
critical
Thus Model I is appropriate. The level change coefficient
26.006 The change is statistically significant p < 0.05 95% confidence interval on level change
21.021 30.992
Standardized level change
12.51359
Confidence and Prediction Interval


181 Test for Homoscedasticity and Linearity Test for Normality of Residuals


182

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