BINARY LOGISTICS REGRESSION MODEL TO IDENTIFY FACTORS ASSOCIATED WITH LOW BIRTH WEIGHT (LBW) (CASE STUDY: BABY DATA AT DR. M. HAULUSSY HOSPITAL AMBON)
Abstract
Low birth weight (LBW) is one of the risk factors for increasing baby mortality. LBW is characterized by a baby's birth weight of fewer than 2500 grams which is weighed within the first hour after birth. The case of LBW is of special concern because it can have a serious impact on the quality of future generations, which will slow down the growth and development of children and affect the decline in intelligence. In this study, identification was carried out to determine the factors that influence the status of BBL in RSUD Dr. M. Haulussy Ambon in 2020, the data used in this study is medical record data from RSUD Dr. M. Haulussy Ambon in 2020 with a total sample of 183 respondents with predictor variables covering nine variables and one response variable. The analysis used is a binary logistic regression method with the response variables of BBL status which are categorized as normal and low. The results of this study obtained a binary logistic regression model in which the factors that influence the case of low birth weight are maternal gestational age and parity with a classification accuracy of 91.8.
Downloads
References
Ch Bunga Rosha, Indri Surya Putri, and Nurilah Amaliah, "Analysis of Determinants of Low Birth Weight (LBW) in Children Age 0-59 Months in East Nusa Tenggara, Central Kalimantan and Papua," Journal of Health Ecology, vol. 11, no.2, pp. 123-125, June 2012.
Hanum Sasmita and Husnul Khotimah, "Factors Associated with the Occurence of Low Birth Weight (LBW) in the Perinatology Room of Drajat Prawiranegara Hospital," Poltekita: Journal of Health, vol. 14, no.2, pp. 128-133, October 2020.
Muhammed A. AbdulQader, Shamsul Azhar Shah, Zaleha Md Isa, Hasanain Faizal Ghazi Idayu Badilla, and Tiba Nezar Hasan, "Factors related to low birth weight babies in Baghdad city, Iraq," journal Malaysian J Public Heal Med, vol. 14, no.2, pp. 45-49, 2014.
Podja J and Kelley L Nutrition, "Low Birth Weight Report of A Meeting in Dhaka, Bangladeshon 14-17 June 1999. ACC/SCN in collaboration with ICDDRB, Geneva," 2000.
World Health Organization, "Use of a Simple Anthropometric Measurement to Predict Birth Weight.," WHO Collaborative Study of Birth Weight Surrogates, vol. 71, pp. 157-163, 1993.
World Health Organization (WHO), "Comprehensive Implementation Plan on Maternal, Baby And Young Child Nutrition.Switzerland:WHODocumentProductionService.2018. http://www.who.int/maternal_child_adolescent/newborns/prematurity/en [accessed December 5, 2021]"
Supiati, "Maternal Characteristics in Relation to the Occurence of Low Birth Weight Babies," Journal of Midwifery and Traditional Health, vol. 1, no.1, pp. 1-99, 2016.
Herinawati H, Iksaruddin I, Ika Murtiyarini, and Atika Fadhilah Danaz, "The Importance of Antenatal Care (ANC) in Health Care Facilities by Health Workers in Penyengat Olak Village, Jambi District, Outer City, Muaro Jambi Regency," Abdidas Journal, vol. 2, no.1, pp. 11-15, January 2021.
Laily Nadhifah, Hasbi Yasin, and Sugito, "Analysis of Factors Affecting Low Birth Weight with Binary Logistic Regression Model Using Bayes Method," Gaussian journal, vol. 1, no.1, pp. 125-134, 2012.
Muiminah Kusnul Khotimah and Sri Pingit Wulandari, "Binary Stratification Logistic Regression Model on Women's Economic Participation in East Java Province," Pomits science and art journal, vol. 3, no.1, 2014.
Wahidah Alwi, Ernawati, and Saddam Husain, "Binary Logistics Regression Analysis To Predict Visitor Satisfaction At Majene Regional General Hospital," journal MSA, vol. 6, no.1, Jan-June 2018.
Maluku Provincial Health Office, "Health Profile of Maluku Province," 2014.
Anindita Nourma Hapsari, Mutiah Salamah Chamid, and Nur Azizah, "Factors Affecting Low Birth Weight Using Binary Logistics Regression," ITS Journal of Science and Arts, vol. 11, no.1, 2022.
Toressy O, Asmin E, and Kailola N, E, "Factors Associated with Neonatal Mortality In Dr. M. Haulussy Hospital Ambon Period January 2017-2019," PAMMERI: Pattimura Medical Review, vol. 2, no.1, pp. 13-25, April 2020.
Magdalenna Paunno, "Description of Neonatal Death in Dr. M. Haulussy Hospital Ambon," l MOLUCCAS HEALTH JOURNAL, vol. 1, no.3, pp. 37-48, December 2019.
Sistriani C, "Maternal Factors and Quality of ANC at Risk for Low Birth Weight (LBW) Studies on Mothers Who Check Pregnancy with Health Workers and Give Birth at Banyumas Hospital," thesis.2018.Semarang : Diponegoro University.
Vernando Yanry Lameky, Anita Apriliawati, Rohadi Haryanto, and Titin Sutini, "The Influence of Smart Mother Application Users on Knowledge and Skills in Caring for Low Birth Babies (LBW) in Ambon City," Journal of Health Research Suara Forikes, vol. 12, no.2, pp. 1-6, January 2021.
Sugiyono, "Quantitative, Qualitative and R&D Research Methods, and Development. Bandung: Alfabeta Bandung," 2017.
Hosmer D and Lemeshow S, "Applied Logistic Regression, 2nd ed. Sons, Inc," 2002.
Johnson R and Wichern D, "Applied Multivariate Statistical Analysis. New Jersey: Pearson Education, Inc," 2007.
Copyright (c) 2022 Yunita Puspita Sari, Marlon S. Noya Van Delsen, Yopi Andry Lesnussa
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this Journal agree to the following terms:
- Author retain copyright and grant the journal right of first publication with the work simultaneously licensed under a creative commons attribution license that allow others to share the work within an acknowledgement of the work’s authorship and initial publication of this journal.
- Authors are able to enter into separate, additional contractual arrangement for the non-exclusive distribution of the journal’s published version of the work (e.g. acknowledgement of its initial publication in this journal).
- Authors are permitted and encouraged to post their work online (e.g. in institutional repositories or on their websites) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published works.
1.gif)
