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. Author manuscript; available in PMC: 2015 Jan 1.
Published in final edited form as: Ultrasound Obstet Gynecol. 2014 Jan;43(1):48–53. doi: 10.1002/uog.13206

Table 2.

Results from the multivariable linear regression model evaluating the association between the gestational age at birth and independent variables.

All co-variates included Selected co-variates
Co-efficient (Std. Err) p-value Stepwise forward and backward (p<0.1) R2= 0.24; P<0.0001 Final included variables R2= 0.21; p<0.0001
Maternal demographics R2 = 0.257; P<0.0001, F=9.98 Co-efficient (Std. Err) p-value Co-efficient (Std. Err) p-value
Constant 184 (23) <0.0001 196 (8.6) <0.001 195 (8.4) <0.001
Maternal age (years) 0.80 (0.26) 0.002 0.8 (0.25) 0.001 0.72 (0.2) 0.003
Gravidity −2 (1.07) 0.06 − 2.02 (1) 0.06 - -
History of prematurity −14.6 (7) 0.036 −13 (6.8) 0.047 −16.3 (6.8) 0.02
BMI −0.15 (0.2) 0.47 - - - -
History of tobacco use 2.68 (4.5) 0.59 - - - -
Gestational age at procedure 0.08 (0.1) 0.4 - - - -
Fetal growth discordance −0.056 (0.11) 0.62 - - - -
Anterior placenta −2.3 (3.2) 0.48 - - - -
Stage 2 12.3 (6.2) 0.05 9.3 (3) 0.002 7.4 (3) 0.02
Stage 3 3.8 (6) 0.5 - - - -
Stage 4 −0.37 (8.6) 0.97 - - - -
Cervical length 0.35 (0.15) 0.02 0.36 (0.14) 0.008 0.34 (0.14) 0.01
Cerclage −0.97 (9.1) 0.92 - - - -
Center 2 17.7 (9.1) 0.05 - - - -
Center 3 0.38 (9.4) 0.97 - - - -
Cannula 10Fr −12 (10) 0.23 - - - -
Cannula 12Fr −17 (7) 0.02 −14 (4.1) 0.001 −10.7 (4) 0.01
Amnioinfusion −9.1 (4.3) 0.036 −10.8 (3.8) 0.004 −13.1 (3.5) <0.001
Trocar entry (direct) −4 (6.1) 0.5 - - - -
Collagen plug 17.9 (5.8) 0.002 15.2 (4.7) 0.001 11.4 (4.7) 0.02
Solomon technique 6.9 (5.2) 0.19 - - - -
iPPROM −19.5 (3.2) <0.0001 −18.9 (3.1) <0.001 −18 (3.1) <0.0001

Note: Stage 1, Center #1 and Cannula 9Fr were omitted in the regression due to collinearity with their respective co- categorical variables; iPPROM- iatrogenic preterm premature rupture of membranes, BMI- Body mass index (Kg/m2); Fr- French