Re-Weighted Least Squares: The Best Negative Binomial Regression Methods In Determining The Congenital Anomalies? Risk Factors

Abstract

Ahmed Hamza Abood, Suhair Khatan Ismail, Adnan Fadhil Toma Sabah

Nowadays, the prevalence of congenital anomalies (CAs) is increasing. Our study aimed to assess the best method among various negative binomial regression methods that identifies the possible risk factors of CAs among infants attending the Pediatric Hospital in Karbala government, Iraq using mean square error MSE and Determination Coefficient R2 as a Comparative criterions. We did a cross-sectional retrospective study in which a review of the record checklists of a 257 neonates admitted in the hospital over a three year period (January 2016–December 2019). Entering and analyzing of the data were performed using statistical program SPSS version 21. The results showed that firstly, the best distribution for CAs risk factors is negative binomial. Secondly, IRLS has higher R2 and lower MSE values than PLS. Thirdly, the variables (Mother health, Degree of parents kinship, type and present births) were significant, with a value of less than 0.05 in all methods. We concluded that IRLS is the best negative binomial regression method that determines the congenital anomaliesÒ† risk factors.

Most Viewed Articles
  • Dental Development between Assisted Reproductive Therapy (Art) and Natural Conceived Children: A Comparative Pilot Study Norzaiti Mohd Kenali, Naimah Hasanah Mohd Fathil, Norbasyirah Bohari, Ahmad Faisal Ismail, Roszaman Ramli SRP. 2020; 11(1): 01-06 » doi: 10.5530/srp.2020.1.01
  • Psychometric properties of the World Health Organization Quality of life instrument, short form: Validity in the Vietnamese healthcare context Trung Quang Vo*, Bao Tran Thuy Tran, Ngan Thuy Nguyen, Tram ThiHuyen Nguyen, Thuy Phan Chung Tran SRP. 2020; 11(1): 14-22 » doi: 10.5530/srp.2019.1.3
  • A Review of Pharmacoeconomics: the key to “Healthcare for All” Hasamnis AA, Patil SS, Shaik Imam, Narendiran K SRP. 2019; 10(1): s40-s42 » doi: 10.5530/srp.2019.1s.21
  • Deuterium Depleted Water as an Adjuvant in Treatment of Cancer Anton Syroeshkin, Olga Levitskaya, Elena Uspenskaya, Tatiana Pleteneva, Daria Romaykina, Daria Ermakova SRP. 2019; 10(1): 112-117 » doi: 10.5530/srp.2019.1.19
Most Downloaded
  • Dental Development between Assisted Reproductive Therapy (Art) and Natural Conceived Children: A Comparative Pilot Study Norzaiti Mohd Kenali, Naimah Hasanah Mohd Fathil, Norbasyirah Bohari, Ahmad Faisal Ismail, Roszaman Ramli SRP. 2020; 11(1): 01-06 » doi: 10.5530/srp.2020.1.01
  • Manilkara zapota (L.) Royen Fruit Peel: A Phytochemical and Pharmacological Review Karle Pravin P, Dhawale Shashikant C SRP. 2019; 10(1): 11-14 » doi: 0.5530/srp.2019.1.2
  • Pharmacognostic and Phytopharmacological Overview on Bombax ceiba Pankaj Haribhau Chaudhary, Mukund Ganeshrao Tawar SRP. 2019; 10(1): 20-25 » doi: 10.5530/srp.2019.1.4
  • A Review of Pharmacoeconomics: the key to “Healthcare for All” Hasamnis AA, Patil SS, Shaik Imam, Narendiran K SRP. 2019; 10(1): s40-s42 » doi: 10.5530/srp.2019.1s.21
  • A Prospective Review on Phyto-Pharmacological Aspects of Andrographis paniculata Govindraj Akilandeswari, Arumugam Vijaya Anand, Palanisamy Sampathkumar, Puthamohan Vinayaga Moorthi, Basavaraju Preethi SRP. 2019; 10(1): 15-19 » doi: 10.5530/srp.2019.1.3