Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy

Purpose: This study was proposed to evaluate factors predicting a successful vaginal delivery following labor induction and develop induction prediction model in term pregnancy among Thai pregnant women. Patients and Methods: We conducted a retrospective cohort study using electronic medical records...

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Main Authors: Threebhorn Kamlungkuea, Jittima Manonai, Paibul Suriyawongpaisal, Wirada Hansahiranwadee
Other Authors: Faculty of Medicine Ramathibodi Hospital, Mahidol University
Format: Article
Published: 2022
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/75076
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spelling th-mahidol.750762022-08-04T11:45:05Z Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy Threebhorn Kamlungkuea Jittima Manonai Paibul Suriyawongpaisal Wirada Hansahiranwadee Faculty of Medicine Ramathibodi Hospital, Mahidol University Medicine Nursing Purpose: This study was proposed to evaluate factors predicting a successful vaginal delivery following labor induction and develop induction prediction model in term pregnancy among Thai pregnant women. Patients and Methods: We conducted a retrospective cohort study using electronic medical records of 23,833 deliveries from April 2010 to July 2021 at tertiary care university hospital in Bangkok, Thailand. Univariate regression was performed to identify the association of individual parameters to successful vaginal delivery. Multiple logistic regression analysis of all possible variables from univariate analysis was performed to develop a prediction model with statistically significant of p value <0.05. Results: Of the total 809 labor-induced pregnancies, the vaginal delivery rate was 56.6%. Among predicting variables, history of previous vaginal delivery (aOR 5.75, 95% CI 3.701–8.961), maternal delivery BMI <25 kg/m2 (aOR 2.010, 95% CI 1.303–3.286), estimated fetal weight <3500 g (aOR 2.193, 95% CI 1.246–3.860), and gestational age ≤39 weeks (aOR 1.501, 95% CI 1.038–2.173) significantly increased the probability of a successful vaginal delivery following labor induction. The final prediction model has been internally validated. Model calibration and discrimination were satisfactory with Hosmer–Lemeshow test P = 0.21 and with AUC of 0.756 (95% CI 0.695–0.816). Conclusion: This study determined the pragmatic predictors for successful vaginal delivery following labor induction comprised history of previous vaginal delivery, maternal delivery BMI <25 kg/m2, estimated fetal weight <3500 g, and gestational age ≤39 weeks. The final induction prediction model was well-performing internally validated prediction model to estimate individual probability when undergoing induction of labor. Despite restricted population, the predicting factors and model could be useful for further prospective study and clinical practice to improve induction outcomes. 2022-08-04T04:38:42Z 2022-08-04T04:38:42Z 2022-01-01 Article International Journal of Women's Health. Vol.14, (2022), 245-255 10.2147/IJWH.S347878 11791411 2-s2.0-85125061106 https://repository.li.mahidol.ac.th/handle/123456789/75076 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85125061106&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Medicine
Nursing
spellingShingle Medicine
Nursing
Threebhorn Kamlungkuea
Jittima Manonai
Paibul Suriyawongpaisal
Wirada Hansahiranwadee
Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
description Purpose: This study was proposed to evaluate factors predicting a successful vaginal delivery following labor induction and develop induction prediction model in term pregnancy among Thai pregnant women. Patients and Methods: We conducted a retrospective cohort study using electronic medical records of 23,833 deliveries from April 2010 to July 2021 at tertiary care university hospital in Bangkok, Thailand. Univariate regression was performed to identify the association of individual parameters to successful vaginal delivery. Multiple logistic regression analysis of all possible variables from univariate analysis was performed to develop a prediction model with statistically significant of p value <0.05. Results: Of the total 809 labor-induced pregnancies, the vaginal delivery rate was 56.6%. Among predicting variables, history of previous vaginal delivery (aOR 5.75, 95% CI 3.701–8.961), maternal delivery BMI <25 kg/m2 (aOR 2.010, 95% CI 1.303–3.286), estimated fetal weight <3500 g (aOR 2.193, 95% CI 1.246–3.860), and gestational age ≤39 weeks (aOR 1.501, 95% CI 1.038–2.173) significantly increased the probability of a successful vaginal delivery following labor induction. The final prediction model has been internally validated. Model calibration and discrimination were satisfactory with Hosmer–Lemeshow test P = 0.21 and with AUC of 0.756 (95% CI 0.695–0.816). Conclusion: This study determined the pragmatic predictors for successful vaginal delivery following labor induction comprised history of previous vaginal delivery, maternal delivery BMI <25 kg/m2, estimated fetal weight <3500 g, and gestational age ≤39 weeks. The final induction prediction model was well-performing internally validated prediction model to estimate individual probability when undergoing induction of labor. Despite restricted population, the predicting factors and model could be useful for further prospective study and clinical practice to improve induction outcomes.
author2 Faculty of Medicine Ramathibodi Hospital, Mahidol University
author_facet Faculty of Medicine Ramathibodi Hospital, Mahidol University
Threebhorn Kamlungkuea
Jittima Manonai
Paibul Suriyawongpaisal
Wirada Hansahiranwadee
format Article
author Threebhorn Kamlungkuea
Jittima Manonai
Paibul Suriyawongpaisal
Wirada Hansahiranwadee
author_sort Threebhorn Kamlungkuea
title Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
title_short Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
title_full Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
title_fullStr Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
title_full_unstemmed Factors Predicting Successful Vaginal Delivery Following Induction of Labor in Term Pregnancy
title_sort factors predicting successful vaginal delivery following induction of labor in term pregnancy
publishDate 2022
url https://repository.li.mahidol.ac.th/handle/123456789/75076
_version_ 1763495479920820224