Prediction Model of Prolonged and Obstructed Labor in East Nusa Tenggara: A Multivariate Adaptive Regression Splines Analysis
نویسندگان
چکیده
Prolonged and obstructed labor are the type of abnormal that may lead to maternal fetal mortality. This study established model for predicting prolonged in East Nusa Tenggara. A health facilities-based case-control was conducted November 2017 among 570 women who gave birth at public facilities Data were obtained by reviewing antenatal records, mother's card, partographs. In bivariate analysis, all variables with a p-value less than 0.25 determined chi-square categorical independent t-test numerical included multivariate analysis. Multivariate Adaptive Regression Splines (MARS) analysis used establish final prediction model. The present found <22, >26, >34, Hb levels <12.5 gr%, had nulliparity or multiparity (4 times) reported as higher risk labor. Meanwhile fundal height <34 cm, >156 cm >149 history normal labor, presentation fetus behind head, gestational weight gain <12.3 kg, pre-pregnancy BMI <28.9 kg/m2 identified factors decreasing conclusion, significant predictors outcome characteristics (age, parity, height, method), nutrition status (BMI pre-pregnancy, gain, hemoglobin levels), (fundal presentation).
منابع مشابه
Survival Analysis with Multivariate adaptive Regression Splines
Multivariate adaptive regression splines (MARS) are a useful tool to identify linear and nonlinear effects and interactions between two covariates. In this dissertation a new proposal to model survival type data with MARS is introduced. Martingale and deviance residuals of a Cox PH model are used as response in a common MARS approach to model functional forms of covariate effects as well as pos...
متن کاملDiscussion: Multivariate Adaptive Regression Splines
JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected].. Institute of Mathematical Statistics is collaborating wit...
متن کاملImplementation Model of Maternal and Child Health Service Policy in East Nusa Tenggara Province
The Research Aim is to design the implementation model of maternal and child health policy in East Nusa Tenggara, Indonesia. The Research Method is an Analytic Observational with cross sectional design. The total sample of the research is 235 with the technical research of Multistage random sampling by clusters on the islands of Flores, Sumba, Timor (including Sabu and Rote), and the District o...
متن کاملESTIMATING DRYING SHRINKAGE OF CONCRETE USING A MULTIVARIATE ADAPTIVE REGRESSION SPLINES APPROACH
In the present study, the multivariate adaptive regression splines (MARS) technique is employed to estimate the drying shrinkage of concrete. To this purpose, a very big database (RILEM Data Bank) from different experimental studies is used. Several effective parameters such as the age of onset of shrinkage measurement, age at start of drying, the ratio of the volume of the sample on its drying...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Jurnal info kesehatan
سال: 2023
ISSN: ['0216-504X', '2620-536X']
DOI: https://doi.org/10.31965/infokes.vol21.iss2.1206