The effect of labour induction on the risk of caesarean delivery: using propensity scores to control confounding by indication
Related Experiment Video
Updated: Jul 18, 2026

An Experimental Paradigm for the Prediction of Post-Operative Pain PPOP
Published on: January 27, 2010
V A Danilack1,2, D D Dore3,4, E W Triche1
1Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA.
Objective:
To use propensity score methods to control for confounding by indication in the association between labour induction and caesarean delivery.
Design:
Cross-sectional analysis of administrative hospital discharge data supplemented by medical record information.
Setting:
Fourteen US member hospitals of the National Perinatal Information Center.
Sample:
A cohort of 166 559 singleton liveborn deliveries in the period 2007-2012.
Methods:
We used propensity scores (PSs) to balance 83 covariates between induced and non-induced women, and compared estimates with traditional covariate adjustment. We estimated PSs for labour induction versus expectant management of pregnancy each week from 34 to 42 weeks of gestation. We estimated risk ratios (RRs) for the association between labour induction and primary caesarean delivery from models with no adjustment, traditional adjustment of five covariates, matched PS, and adjustment for continuous PS.
Main Outcome Measure:
Caesarean delivery in current or subsequent week of gestation.
Results:
In crude models labour induction increased the risk of caesarean delivery in all weeks (RR 1.06-1.52), excepting 39 weeks of gestation (RR 0.89). After matching on PS, the analysis showed a significantly decreased risk of caesarean delivery with labour induction during weeks 35-39 (RR 0.77-0.92), and a significantly elevated risk at weeks 40 (RR 1.22) and 41 (RR 1.39). Traditional covariate and PS adjustment resulted in RRs between those from crude and PS-matched models.
Conclusions:
There is evidence of considerable confounding by indication in the association of labour induction and caesarean delivery, particularly for preterm deliveries. Using PS methods, we found a reduced risk of caesarean delivery with labour induction before 40 weeks of gestation, and an elevated risk for weeks 40-42.
Tweetable Abstract:
With confounding adjustment, labour induction does not increase the risk of caesarean at 34-39 weeks of gestation.
Related Concept Videos
Randomized Experiments
Simple randomization
Simple...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
Confounding in Epidemiological Studies
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Bias in Epidemiological Studies

