Forecasting Of Content Ca 125 Endometriosis Using Logistic Regression Model

Authors

  • Sardjana Atmadja Professor, Department of Obstetrics and Gynecology Syarif Hidayatullah State Islamic University Jakarta
  • Gulam Gumilar Assistant Professor, Department of Obstetrics and Gynecology Gajahmada University Yogyakarta

DOI:

https://doi.org/10.31344/ijhhs.v5i1.232

Keywords:

CA 125 level, logistic regression model, dysmenorrhoea and menarche

Abstract

Objective : This study is to prove that there is a significant relationship between the absence of students participating in activities at school / on campus and the symptoms of primary dysmenorrhoea experienced during menstruation. Endometriosis is characterized as pain under the abdomen during menstruation. In addition, this study is also to obtain a profile of students and factors that influence primary dysmenorrhoea. A logistic regression model has been used to assess the main factors of dysmenorrhoea among these students.

Methods : The study was conducted at the RSK Permata Hati Malang. A total of 123 students were randomly selected in this study. The factors observed were menarche, menstruation, menstruation period and blood loss volume and CA 125 level. From the logistic regression model, it was found that there were three factors that influence the occurrence of dysmenorrhoea among students, namely menarche, menstruation period and menstrual blood volume.

Results: The Hosmer and Lemeshow test showed that the measurement model of CA 125 levels in endometriosis was appropriate (Chi squar test value was 2.847 with p-value = 0.416). Instead of Press. (3) and Eq. (4), it was found that the contributors to dismenortea were menstrual length, menstrual discharge and the beginning of menarche. By looking at the odds ratio it is found that the risk of students experiencing dysmenorrhoea is (i) 2.5 times higher for those with longer menstrual periods (ii) 3.7 times higher for those who have menstrual expenditure which is a little and (iii) three times higher for those who have mined it for more than 13 years.

Conclusion: Significant CA 125 levels were obtained for students and students suffering from dysmenorrhoea. The study also found that the risk of getting dysmenorrhoea increased if students and students had menstrual periods longer than 35 days, menstrual expenditure levels were small and menarche was more than 13 years old.

International Journal of Human and Health Sciences Vol. 05 No. 01 January’21 Page: 47-49

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Published

2020-07-05

How to Cite

Atmadja, S., & Gumilar, G. (2020). Forecasting Of Content Ca 125 Endometriosis Using Logistic Regression Model. International Journal of Human and Health Sciences (IJHHS), 5(1), 47–49. https://doi.org/10.31344/ijhhs.v5i1.232

Issue

Vol. 5 No. 1 (2021)

Section

Original Articles

License

Copyright (c) 2020 Sardjana Atmadja, Gulam Gumilar

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