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Table 5 Multiple linear regression

From: Forecasting the rate of hand injuries in Singapore

 

AgriLive

AgriFish

MI

PMI

IPI

ElecGenCon

Gas

CI

CPI

TransAir

TransSea

TransLand

F&B

SGX

GOR

HealthC

(Constant)

R2

p value

 

Coefficients

  

Monthly

SARIMA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

0.238

NA

Maina

-1.853E-5*

−0.003*

2.356*

8.225*

0.155*

0.059*

−4.732*

−0.544*

NA

−0.001*

−0.022*

0.039*

−0.275*

−3.870E-4*

0.002*

0.009*

− 1325.640

0.225

0.004*

Ageb

−2.846E-5*

−0.002*

2.748*

3.315*

−0.078*

0.045*

−7.237*

−1.015*

NA

−0.001*

−0.012*

0.038*

−0.224*

−0.001*

0.002*

0.008*

− 959.874

0.275

0.001*

SG

−1.178E-5*

−0.003*

1.890*

7.401*

0.254*

0.055*

−2.833*

−0.285*

NA

−0.358E-4*

−0.040*

0.040*

−0.590*

< 0.001*

0.003*

0.009*

− 1197.257

0.332

< 0.001*

nonSG

< 0.001*

< 0.001*

0.466*

0.823*

−0.099*

0.004*

−1.899*

−0.259*

NA

< 0.001*

0.018*

< 0.001*

0.314*

< 0.001*

− 0.002*

0.001*

−128.383

0.486

< 0.001*

Gender (M)

−2.2E-05*

0.000413*

2.121*

3.986*

−0.138*

0.048*

−1.202*

−1.117*

NA

−0.001*

−0.043*

0.117*

−1.364*

−0.001*

< 0.001*

0.007*

−589.988

0.409

< 0.001*

Gender (F)

−2.3E-05*

0.001985*

1.742*

−13.038*

−0.180*

0.035*

−8.798*

−2.401*

NA

< 0.001*

−0.042*

0.015*

−2.179*

−0.002*

0.001*

< 0.001*

1436.240

0.839

< 0.001*

Quarterly

SARIMA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

NA

0.747

NA

Maina

−4.183E-5*

−0.003*

NS

11.640

2.574*

NS

− 0.034*

0.908*

−24.749*

0.001*

NS

0.145*

−7.372*

NS

NS

NS

2736.439

0.623

0.030*

Ageb

−5.654E-5*

−0.003*

0.506*

NS

2.360*

1.463*

−0.072*

0.130*

−21.801*

0.001*

0.011*

0.160*

−7.334*

< 0.001*

NS

−0.008*

5137.978

0.477

0.038*

SG

−3.099E-5*

−2.566*

NS

NS

2.590*

1.168*

−0.184*

2.359*

−15.415*

0.001*

0.068*

NS

−9.984*

< 0.001*

0.026*

NS

6047.327

0.430

0.036*

nonSG

−1.905E-5*

5.777E-5*

0.521*

4.210*

0.026*

0.034*

0.040*

−0.384*

−4.674*

1.99E-4*

0.021*

0.067*

−1.211*

−1.27E-4*

−0.006*

−0.002*

− 12.579

0.898

< 0.001*

Gender (M)

−3.534E-5*

0.005*

−3.232*

−14.370*

3.151*

1.138*

−0.150*

NS

−24.514*

< 0.001*

0.044*

0.080*

−7.779*

< 0.001*

NS

−0.011*

10,420.887

0.461

0.044*

Gender (F)

−4.579E-5*

0.010*

−5.735*

−28.871*

1.730*

1.995*

0.032*

−3.871*

−26.592*

1.67E-4*

0.068*

0.065*

−4.472*

1.11E-4*

−0.026*

−0.035*

15,213.451

0.854

< 0.001*

  1. NA Not applicable, NS Not significant, SG Singaporean, nonSG non-Singaporean
  2. aRefers to analysis of the entire population of hand injuries without the subgroup analysis
  3. b17 to 62 years of age
  4. *Statistically significant (p < 0.05)