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The outcomes of interest were vaginal or cesarean delivery and factors influencing DT, including maternal complications and neonatal characteristics.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Results<\/jats:title>\n                <jats:p>Among the enrolled women, 71% (1109\/1562) delivered vaginally, with median DT of 740.50\u00a0min (interquartile range 443.25 to 1264.50\u00a0min). Of the remaining 29% (453\/1562), who delivered by cesarean section, 11.9% (54\/453) were multiparous. Multiple linear regression analysis showed that multiparity, advanced maternal age, fetal macrosomia, premature rupture of membranes (PROM), and daytime insertion of dinoprostone were the factors that significantly influenced DT. Time to vaginal delivery increased with advanced maternal age and fetal macrosomia and decreased with multiparity, PROM, and daytime insertion of dinoprostone. A mathematical model was developed to integrate these factors for predicting DT: <jats:italic>Y<\/jats:italic>\u2009=\u2009804.478\u2009\u2212\u2009125.284\u2009\u00d7\u2009multiparity\u2009+\u2009765.637\u2009\u00d7\u2009advanced maternal age\u2009+\u2009411.511\u2009\u00d7\u2009fetal macrosomia-593.358\u2009\u00d7\u2009daytime insertion of dinoprostone\u2009\u2212\u2009125.284\u2009\u00d7\u2009PROM.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Conclusions<\/jats:title>\n                <jats:p>Our findings may help obstetricians estimate the DT before placing a dinoprostone insert, which may improve patient management in busy maternity wards and minimize potential risks.<\/jats:p>\n              <\/jats:sec>","DOI":"10.1007\/s11845-023-03568-3","type":"journal-article","created":{"date-parts":[[2023,11,10]],"date-time":"2023-11-10T05:01:32Z","timestamp":1699592492000},"page":"1343-1350","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A model to predict delivery time following induction of labor at term with a dinoprostone vaginal insert: a retrospective study"],"prefix":"10.1007","volume":"193","author":[{"given":"Fenghua","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huijun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuechun","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiafu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juanjuan","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoqin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3676-1023","authenticated-orcid":false,"given":"Yuan","family":"Qiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,11,10]]},"reference":[{"key":"3568_CR1","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/j.ajog.2019.04.006","volume":"221","author":"AR Scialli","year":"2019","unstructured":"Scialli AR (2019) Induction of labor at term. 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