title: A cross sectional study evaluating screening using maternal anthropometric measurements for outcomes of childbirth in Ugandan mothers at term.
abstract: BACKGROUND
  Birth related newborn and maternal mortality/morbidity remains high in most of sub-Saharan Africa compared to the rest of the world. In this low income region there is a need for valid, low cost, easy to use mass screening tests. This study looked at the screening value of maternal: height, weight and pelvis height, for assessing the outcomes of parturition in Ugandan mothers at term.
  
  
  METHODS
  This was a multi site cross-sectional study on mothers with singleton pregnancies in labour at various hospitals in different parts of Uganda. A summary of the details of the pregnancy, maternal height, weight and the delivery record were captured and analysed to generate descriptive and inferential (multilevel logistic regression analysis) and diagnostic (Receiver Operator Curve analysis) statistics.
  
  
  RESULTS
  We recruited 1146 mothers from all the study sites during the study period of whom 987 (86.13%) had normal deliveries and healthy babies. Mothers with adverse outcomes included 107 mothers that had caesarean section and 52 mothers who had vaginal deliveries with foetal Apgar score of ≤7 at 5 min of whom 11 had fresh still births. Maternal height (Adj OR 0.97, 95% CI 0.94-1.00) and maternal pelvis height (Adj OR 0.73, 95% CI 0.61-0.86) were significantly associated with adverse pregnancy outcomes. The combination of maternal: height (<150 cm), weight (>55.7 kg) and pelvis height (>8.95 cm) had the best diagnostic value with a combined area under the curve of 0.60.
  
  
  CONCLUSIONS
  It was observed that an increase in either maternal pelvis height or maternal height was associated with a significant reduction in adverse pregnancy outcomes. The cut off values of all three evaluated maternal anthropometric measurements were of low test accuracy as screening tests even when used together. Further research is needed to develop low cost screening tools for use in low income settings.
authors.affiliation: Department of Human Anatomy, School of Biomedical Sciences, Makerere University College of Health Sciences, New Mulago Hospital Complex, P. O. Box 7072, Kampala, Uganda. imunabi@chs.mak.ac.ug.
authors.forename: Ian G
authors.initials: IG
authors.lastname: Munabi
authors.affiliation: Department of Human Anatomy, School of Biomedical Sciences, Makerere University College of Health Sciences, New Mulago Hospital Complex, P. O. Box 7072, Kampala, Uganda. lubogasam@gmail.com.
authors.forename: Samuel Abilemech
authors.initials: SA
authors.lastname: Luboga
authors.affiliation: Department of Obstetrics and Gynaecology, School of Medicine, Makerere University College of Health Sciences, New Mulago Hospital Complex, Kampala, Uganda. flormir2002@yahoo.com.
authors.forename: Florence
authors.initials: F
authors.lastname: Mirembe
mesh_terms: D000328:Adult; D000886:Anthropometry; D003430:Cross-Sectional Studies; D005260:Female; D006801:Humans; D016015:Logistic Models; D008403:Mass Screening; D009035:Mothers; D010388:Pelvis / Q000033:anatomy & histology; D011247:Pregnancy; D011256:Pregnancy Outcome; D012372:ROC Curve; D047929:Term Birth; D014454:Uganda