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Adil H, Maqsood M, Kadri HM, Ahmed H, Iqbal MF, Nizamani M, Hussain T, Syed N, Asghar L. Long working hours and obstetric complications: A cross-sectional study among female doctors. Eur J Obstet Gynecol Reprod Biol X 2024; 22:100302. [PMID: 39011059 PMCID: PMC11247145 DOI: 10.1016/j.eurox.2024.100302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/16/2024] [Accepted: 03/20/2024] [Indexed: 07/17/2024] Open
Abstract
Objective To investigate the effects of long working hours on pregnancy complications and obstetric outcomes among female doctors working in tertiary care hospitals of Karachi. Study design A cross-sectional study was conducted on 149 female MBBS graduates (mean age: 33.5 ± 7.3 years) who had conceived at least once, currently working in two tertiary-care hospitals of Karachi. Data was collected through a self-administered questionnaire containing questions regarding demography and course of 1st pregnancy of the participants including working hours, antenatal and natal complications. Means and standard deviations were calculated for continuous variables with frequencies and percentages for categorical variables. The association between long working hours and different antenatal and natal complications was investigated using Chi-square test and T-test. Results Out of 149 participants included in final analysis, 85.9 % doctors gave birth to alive babies while 12.8 % had miscarriages and 1.3 % had stillbirth. Mean working hours during the three trimesters were found to be 53.76, 53.66 and 48.7, respectively. 43 % doctors experienced at least one antenatal complication during their pregnancy. Women who worked more than or equal to 55 h per week during 1st, 2nd and 3rd trimester of their pregnancy experienced more antenatal complications than women who worked less than 55 h (p-value=0.042, 0.021 and 0.018 respectively). 61.7 % females experienced at least one natal complication, most common of which was induction of Labour (39.1 %). Natal complications were significantly associated with increased workload during 2nd trimester (mean 58 vs 46 h, p-value 0.040). Doctors belonging to surgical specialty had 2.7 times higher risk of developing at least one natal complication than doctors of medical specialty (95 % Cl: 1.235-5.870). Conclusion Long working hours during pregnancy are associated with antenatal complications among female doctors. Natal complications were only significantly related to long working hours during 2nd trimester of pregnancy, however, female surgeons are more prone to develop natal complications than doctors belonging to medical specialties.
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Affiliation(s)
- Hasna Adil
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Mehwish Maqsood
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Hasina M Kadri
- Department of Community Medicine, Dow Medical College (DUHS), Karachi, Pakistan
| | - Hafsa Ahmed
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Muhammad F Iqbal
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Misbah Nizamani
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Tooba Hussain
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Nabiha Syed
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
| | - Lawiza Asghar
- 5th Year Medical Student, Dow Medical College (DUHS), Karachi, Pakistan
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Luzius A, Merriweather M, Busch S, James O, Dobbs PD. Social Risk of Pregnant Women at a Community Health Center: An Application of the PRAPARE Assessment Tool. J Immigr Minor Health 2023; 25:1254-1260. [PMID: 37284968 PMCID: PMC10246518 DOI: 10.1007/s10903-023-01498-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2023] [Indexed: 06/08/2023]
Abstract
Community health centers (CHCs) screen patients for social determinants of health (SDoH). The study's purpose was to assess the relationship between demographic factors and unmet social needs (SDoH risk) among pregnant mothers. Patient data from 345 pregnant women between January 2019-December 2020 assessed SDoH risk, using the Protocol for Responding to and Assessing Patients' Assets, Risks, and Experiences (PRAPARE) tool. Chi-square analyses explored relationships between social needs and demographic factors, and a multivariate logistic regression examined associations between these variables controlling for covariates. Hispanic patients and those who preferred to speak Spanish had 2.35 and 5.39 times the odds, respectively as non-Hispanic Whites and English speakers of having moderate/high/urgent SDoH risks. Mothers who had not completed high school had increased odds (aOR = 7.38) of SDoH risk. By identifying indicators that increase social risk level, CHCs can connect patients to essential social services, improving the downstream health of mothers and children.
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Affiliation(s)
- Abbie Luzius
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, 72701, USA
- St. Francis House NWA Inc. dba. Community Clinic, Springdale, AR, USA
| | - Maya Merriweather
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Science, Little Rock, AR, 72205, USA
| | - Savannah Busch
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Olivia James
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, 72701, USA
| | - Page D Dobbs
- Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, 72701, USA.
- Department of Health, Human Performance and Recreation, University of Arkansas, 308A HPER Building, Fayetteville, AR, 72730, USA.
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Ren Y, Wu D, Tong Y, López-DeFede A, Gareau S. Issue of Data Imbalance on Low Birthweight Baby Outcomes Prediction and Associated Risk Factors Identification: Establishment of Benchmarking Key Machine Learning Models With Data Rebalancing Strategies. J Med Internet Res 2023; 25:e44081. [PMID: 37256674 PMCID: PMC10267797 DOI: 10.2196/44081] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 03/02/2023] [Accepted: 04/04/2023] [Indexed: 06/01/2023] Open
Abstract
BACKGROUND Low birthweight (LBW) is a leading cause of neonatal mortality in the United States and a major causative factor of adverse health effects in newborns. Identifying high-risk patients early in prenatal care is crucial to preventing adverse outcomes. Previous studies have proposed various machine learning (ML) models for LBW prediction task, but they were limited by small and imbalanced data sets. Some authors attempted to address this through different data rebalancing methods. However, most of their reported performances did not reflect the models' actual performance in real-life scenarios. To date, few studies have successfully benchmarked the performance of ML models in maternal health; thus, it is critical to establish benchmarks to advance ML use to subsequently improve birth outcomes. OBJECTIVE This study aimed to establish several key benchmarking ML models to predict LBW and systematically apply different rebalancing optimization methods to a large-scale and extremely imbalanced all-payer hospital record data set that connects mother and baby data at a state level in the United States. We also performed feature importance analysis to identify the most contributing features in the LBW classification task, which can aid in targeted intervention. METHODS Our large data set consisted of 266,687 birth records across 6 years, and 8.63% (n=23,019) of records were labeled as LBW. To set up benchmarking ML models to predict LBW, we applied 7 classic ML models (ie, logistic regression, naive Bayes, random forest, extreme gradient boosting, adaptive boosting, multilayer perceptron, and sequential artificial neural network) while using 4 different data rebalancing methods: random undersampling, random oversampling, synthetic minority oversampling technique, and weight rebalancing. Owing to ethical considerations, in addition to ML evaluation metrics, we primarily used recall to evaluate model performance, indicating the number of correctly predicted LBW cases out of all actual LBW cases, as false negative health care outcomes could be fatal. We further analyzed feature importance to explore the degree to which each feature contributed to ML model prediction among our best-performing models. RESULTS We found that extreme gradient boosting achieved the highest recall score-0.70-using the weight rebalancing method. Our results showed that various data rebalancing methods improved the prediction performance of the LBW group substantially. From the feature importance analysis, maternal race, age, payment source, sum of predelivery emergency department and inpatient hospitalizations, predelivery disease profile, and different social vulnerability index components were important risk factors associated with LBW. CONCLUSIONS Our findings establish useful ML benchmarks to improve birth outcomes in the maternal health domain. They are informative to identify the minority class (ie, LBW) based on an extremely imbalanced data set, which may guide the development of personalized LBW early prevention, clinical interventions, and statewide maternal and infant health policy changes.
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Affiliation(s)
- Yang Ren
- Department of Computer Science, University of South Carolina, Columbia, SC, United States
| | - Dezhi Wu
- Department of Integrated Information Technology, University of South Carolina, Columbia, SC, United States
| | - Yan Tong
- Department of Computer Science, University of South Carolina, Columbia, SC, United States
| | - Ana López-DeFede
- The Institute of Families in Society, University of South Carolina, Columbia, SC, United States
| | - Sarah Gareau
- The Institute of Families in Society, University of South Carolina, Columbia, SC, United States
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Sintayehu Y, Abera L, Sema A, Belay Y, Guta A, Amsalu B, Dejene T, Kassie N, Mulatu T, Tiruye G. Factors associated with neonatal near miss among neonates admitted to public hospitals in dire Dawa administration, Eastern Ethiopia: A case-control study. PLoS One 2022; 17:e0273665. [PMID: 36037193 PMCID: PMC9423664 DOI: 10.1371/journal.pone.0273665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 08/12/2022] [Indexed: 11/18/2022] Open
Abstract
Introduction
The neonatal near-miss cases are subject to factors that are major causes of early neonatal deaths. For every death, more newborns suffer a life-threatening complication. Nearly 98% of neonatal death unduly existed in developing countries. Though there were few prior studies in other regions, they failed in identifying the factors of NNM. Besides, there has been no prior study in the study area. Therefore, this study aimed to assess factors associated with neonatal near-miss.
Methods
A case-control study was employed on a total of 252 cases and 756 controls using a systematic random sampling technique. Data were collected using pre-tested and interview administered questionnaires adapted from similar studies and medical records from December 2020 –March 2021. Pragmatic and management criteria definition of neonatal near miss were utilized. Epi-Data version 3.1 and SPSS version 23 were used for data entry and analysis respectively. Bivariable and multivariable analyses were done to identify factors associated with a neonatal near-miss by using COR and AOR with a 95% confidence interval. Finally, the statistical significance was declared at a p-value < 0.05.
Results
There were a response rate of 100% for both cases, and controls. Factors that affects neonatal near miss were non-governmental/private employee (AOR, 1.72[95%CI: 1.037, 2.859]), referral in (AOR, 1.51[95%CI: 1.079, 2.108]), multiple birth (AOR, 2.50[95%CI: 1.387, 4.501]), instrumental assisted delivery (AOR, 4.11[95%CI: 1.681, 10.034]), hypertensive during pregnancy (AOR, 3.32[95%CI: 1.987, 5.530]), and male neonates (AOR, 1.71[95%CI: 1.230, 2.373]), paternal education of secondary school (AOR, 0.43[95%CI: 0.210, 0.868]) and college/above (AOR, 0.25[95%CI: 0.109, 0.578]), monthly income (1500–3500 birr) (AOR, 0.29[95%CI: 0.105, 0.809]) and >3500 birr (AOR, 0.34[95%CI: 0.124, 0.906]).
Conclusion
Maternal occupation, paternal education, income, referral, multiple births, mode of delivery, hypertension during pregnancy, and sex of the neonate have identified factors with neonatal near-miss. Better to create job opportunities, improving education, and income generation. Counseling on multiple birth and hypertension, and minimizing instrumental delivery should be done at the health facility level.
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Affiliation(s)
- Yitagesu Sintayehu
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
- * E-mail:
| | - Legesse Abera
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Alekaw Sema
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Yalelet Belay
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Alemu Guta
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Bezabih Amsalu
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Tafese Dejene
- School of Medicine, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Nigus Kassie
- Department of Midwifery, College of Medicine and Health Sciences, Dire Dawa University, Dire Dawa, Ethiopia
| | - Teshale Mulatu
- Department of Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Getahun Tiruye
- Department of Midwifery, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
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Rodríguez-Fernández A, Ruíz-De la Fuente M, Sanhueza-Riquelme X, Parra-Flores J, Dolores Marrodán M, Maury-Sintjago E. Association between Maternal Factors, Preterm Birth, and Low Birth Weight of Chilean Singletons. CHILDREN (BASEL, SWITZERLAND) 2022; 9:children9070967. [PMID: 35883951 PMCID: PMC9319480 DOI: 10.3390/children9070967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/18/2022] [Accepted: 06/23/2022] [Indexed: 11/26/2022]
Abstract
There has been an increase in preterm (PT) births in Western countries in recent years, which is associated with low-birthweight (LBW) children. The aim of this study was to determine the association between maternal factors and PT and LBW Chilean newborns. Methods: This was an analytical cross-sectional study of a national sample of 903,847 newborns and their mothers. The newborn gestational age, birth weight, maternal age, marital status, education, employment situation, and residence were analyzed. A multivariate logistic regression model was applied (α = 0.05) (STATA v.15). The prevalence was 6.8% and 5.0% for PT and LBW, respectively. The probability of the newborns being PT and LBW was 1.18 and 1.22 times if their mothers had <12 years of education and 1.38 and 1.29 times if the mothers were ≥35 years old, respectively. Mothers with <12 years education and ≥35 years were risk factors for PT and LBW newborns. Maternal educational attainment was a protective factor for the Chilean newborns, and a maternal age ≥35 years was a risk factor for PT and LBW.
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Affiliation(s)
- Alejandra Rodríguez-Fernández
- Department of Nutrition and Public Health, Universidad del Bío-Bío, Chillan 3780000, Chile; (A.R.-F.); (M.R.-D.l.F.); (X.S.-R.); (J.P.-F.)
- GABO—Grupo de Investigación en Auxología, Bioantropología y Ontogenia, FACSA, Universidad del Bío-Bío, Chillán 3780000, Chile
| | - Marcela Ruíz-De la Fuente
- Department of Nutrition and Public Health, Universidad del Bío-Bío, Chillan 3780000, Chile; (A.R.-F.); (M.R.-D.l.F.); (X.S.-R.); (J.P.-F.)
- GABO—Grupo de Investigación en Auxología, Bioantropología y Ontogenia, FACSA, Universidad del Bío-Bío, Chillán 3780000, Chile
| | - Ximena Sanhueza-Riquelme
- Department of Nutrition and Public Health, Universidad del Bío-Bío, Chillan 3780000, Chile; (A.R.-F.); (M.R.-D.l.F.); (X.S.-R.); (J.P.-F.)
- Escuela de Nutrición y Dietética, Universidad del Bío-Bío, Chillan 3780000, Chile
| | - Julio Parra-Flores
- Department of Nutrition and Public Health, Universidad del Bío-Bío, Chillan 3780000, Chile; (A.R.-F.); (M.R.-D.l.F.); (X.S.-R.); (J.P.-F.)
- GABO—Grupo de Investigación en Auxología, Bioantropología y Ontogenia, FACSA, Universidad del Bío-Bío, Chillán 3780000, Chile
| | - María Dolores Marrodán
- Departamento de Biodiversidad, Ecología y Evolución, Grupo de Investigación EPINUT (ref. 920325), Universidad Complutense de Madrid, 28040 Madrid, Spain;
| | - Eduard Maury-Sintjago
- Department of Nutrition and Public Health, Universidad del Bío-Bío, Chillan 3780000, Chile; (A.R.-F.); (M.R.-D.l.F.); (X.S.-R.); (J.P.-F.)
- GABO—Grupo de Investigación en Auxología, Bioantropología y Ontogenia, FACSA, Universidad del Bío-Bío, Chillán 3780000, Chile
- Correspondence: ; Tel.: +56-242-246-3121
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Outcomes and Disease Spectrum of LBW Neonates in a Secondary Health Facility. JOURNAL OF HEALTHCARE ENGINEERING 2022; 2022:9974636. [PMID: 35126962 PMCID: PMC8813240 DOI: 10.1155/2022/9974636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 12/23/2021] [Accepted: 01/10/2022] [Indexed: 11/18/2022]
Abstract
Globally, 30 million low birth weight (LBW) babies are born every year and 95% of them are from developing countries. LBW neonates are at a high risk of mortality, morbidity, and long-term disability. The objective of this study is to investigate outcomes and disease spectrum among low birth weight neonates. This is a prospective, observational study conducted on 540 neonates admitted in the Mother and Child Hospital, Akure, Ondo State, Nigeria, from 2017 to 2018. Questionnaire, interview, clinical, and diagnostic procedures were used as research tools. There were 137 low birth weight (LBW) neonates, with the mean mothers’ age of 31.92 ± 6.60. Of the 540 neonates, 69 (50.4%) and 68 (49.6%) were term and preterm, respectively. There were 64 female neonates (46.7%) and 73 male neonates (53.3%). The mean weight of the neonates was 1.82 ± 0.44 kg, and mean number of days on admission was 6.42 ± 6.75 days. Neonatal sepsis (NNS) was the highest morbidity 51 (37.2%) among the LBW neonates, followed by prematurity 47 (34.4%) and neonatal jaundice (NNJ) 18 (13.1%). Sex (χ2 = 3.584,
), mode of delivery (χ2 = 4.669,
), and gestational age (χ2 = 3.904,
) were not a significant determinant of outcome among LBW neonates. Men were 2.36 times more likely to be preterm (OR = 2.36, 95% CL = 1.01–5.54,
) among LBW neonates. Outcomes of LBW neonates who were delivered by SVD were not significant compared to preterm delivered by CS (OR = 0.46, 95% CL = 0.13–1.65,
). Sixty percent (60%) of the mothers had Prolonged Rupture of Membranes (PROM). Morbidities such as hypothermia (72.2%), apnoea (63.6%), haemorrhagic disease of the newborn (HDN) (66.7%), and respiratory distress syndrome (RDS) (66.7%) were more observed with preterm LBW neonates. Importance of qualitative antenatal care (ANC) should be emphasized; anticipation and prevention of LBW births can help mitigate some of the problems they are prone to.
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Wu W, Zhang B, Li D, Yan M, Deng Q, Kang Y, Du J, Gao X, Yan H. Development and validation of nomogram for prediction of low birth weight: a large-scale cross-sectional study in northwest China. J Matern Fetal Neonatal Med 2021; 35:7562-7570. [PMID: 34304668 DOI: 10.1080/14767058.2021.1956457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Birth weight is closely related to infant survival and future health, growth and development. In developing countries, the incidence of low birth weight is twice as high as in developed countries. Due to the low economic and medical level in northwest China, the problem of low birth weight needs to be solved urgently. METHODS We developed the predictive model based on data sets from a cross-sectional study conducted in northwest China, and data were collected from August 2013 to November 2013. A total of 27,233 patients were included in the study. Least Absolute Shrinkage and Selection Operator (LASSO) regression was used to select the optimal predictive characteristics among risk factors. The selected characteristics in the LASSO regression were used in multivariate logistic regression to build the prediction model. C-index and calibration plot were used to evaluate the degree of discrimination and calibration of the model. The decision curve is used to evaluate the net benefit rate of the application of the predictive tool. Bootstrapping validation was used for internal validation. RESULTS Nomogram included gestational age, the sex of the attendance, the mother's education level, antenatal care, the mother's occupation, pregnancy-induced hypertension, family income, exposure to pesticides and nutritional supplements. The C-index of the predicted nomogram was 0.698(95% confidence interval: 0.671-0.725), C-index of internal verification was 0.694, indicating that the model had a good identification ability. Calibration plot showed that the model had good calibration. Decision curve indicated that patients with a threshold probability of low birth weight between 1% and 71% would benefit more from using the prediction tool. CONCLUSION The use of this predictive model will contribute to clinicians and pregnant women to make personalized predictions easily and quickly so that early lifestyle detection and medical intervention can be undertaken by physicians and patients.
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Affiliation(s)
- Wentao Wu
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Binyan Zhang
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Daning Li
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Miaojia Yan
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Qiwei Deng
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Yijun Kang
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Jiaoyang Du
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Xiangyu Gao
- School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
| | - Hong Yan
- Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
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Taha Z, Ali Hassan A, Wikkeling-Scott L, Papandreou D. Factors Associated with Delayed Initiation and Cessation of Breastfeeding Among Working Mothers in Abu Dhabi, the United Arab Emirates. Int J Womens Health 2021; 13:539-548. [PMID: 34104003 PMCID: PMC8180278 DOI: 10.2147/ijwh.s303041] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 05/04/2021] [Indexed: 12/30/2022] Open
Abstract
INTRODUCTION Despite the enormous benefits of breastfeeding, working mothers face more challenges to meet the World Health Organization (WHO) recommendations regarding successful breastfeeding practices. Little research has been done to understand the breastfeeding practices among working mothers in the United Arab Emirates (UAE). Thus, the aim of this study was to investigate the prevalence and factors associated with delayed initiation and cessation of breastfeeding among working mothers with children under the age of two years in Abu Dhabi, the UAE. METHODS A cross-sectional multicenter study was conducted from March to September 2017. The study included both Emirati and non-Emirati mothers of children below the age of two years. The data were collected from seven government health care centers in Abu Dhabi as well as from the community. Mothers with young children attending the centers during the study days were approached by trained research assistants, who provided oral and written information about the study. RESULTS Among the 1610 mother-child pairs with complete data who were included in this study, 606 were working mothers giving an employment rate of 37.6%. The mean (standard deviation) of maternal age and children's age were 30.9 (5.1) years and 8.6 (6.1) months, respectively. Of the 606 mothers, 217 (35.8%) delayed initiation of breastfeeding, and 359 (59.2%) ceased breastfeeding. In multivariable logistic regression analysis, factors associated with delayed breastfeeding initiation among working mothers were older mother age (adjusted odds ratio [AOR] 1.04, 95% confidence interval [CI]1.01, 1.08), being of non-Arab nationality (AOR 2.24, 95% CI 1.53, 3.27), caesarean section (AOR 2.70, 95% CI 1.84, 3.96), non-rooming-in (AOR 3.85, 95% CI 1.56, 9.51) and mothers with low birth weight children (AOR 2.47, 95% CI 1.23, 4.94). The main factors associated with cessation of breastfeeding were being of non-Arab nationality (AOR 1.59, 95% CI 1.09, 2.31) and mother with high-income rating (AOR 2.79, 95% CI 1.36, 5.75). CONCLUSION The study highlighted the need for urgent actions to improve the working mothers' conditions in order to promote optimal breastfeeding practices, including both early initiation and continuation of breastfeeding among all mothers in the UAE regardless of employment status. Policies to improve EBF rates among professional working mothers should include maternity leave extension to enable mothers to continue breastfeeding.
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Affiliation(s)
- Zainab Taha
- Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Abu Dhabi, U.A.E
| | - Ahmed Ali Hassan
- Department of Research, Taami for Agricultural and Animal Production, Khartoum, Sudan
| | - Ludmilla Wikkeling-Scott
- Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Abu Dhabi, U.A.E
| | - Dimitrios Papandreou
- Department of Health Sciences, College of Natural and Health Sciences, Zayed University, Abu Dhabi, U.A.E
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Tekola AF, Baye G, Amaje E, Tefera K. Neonatal near misses and associated factors among mother's who give a live neonate at Hawassa City governmental hospitals, 2019: a facility based cross-sectional study design. BMC Pregnancy Childbirth 2021; 21:125. [PMID: 33579215 PMCID: PMC7881473 DOI: 10.1186/s12884-021-03601-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 01/28/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Neonatal near miss is a neonate who nearly died but survived from a severe complication occurred during pregnancy, birth or within 0-28 days of extra-uterine life. However, there is no available data that quantifies the magnitude of neonatal near miss (NNM) in Ethiopia where there is high prevalence of neonatal mortality. Therefore, this study is designed to provide information about the magnitude and associated factors of neonatal near miss among women who give a live birth at Hawassa City Governmental hospitals, 2019. METHODS A facility based cross-sectional study design was conducted on 604 mothers who gave live neonates at Adare General Hospital and Hawassa University Comprehensive and Specialized Hospital from May 9, 2019 to June 7, 2019. Face to face interviewer administered structured questionnaire with a supplementation of maternal and neonatal medical records with checklists were used to collect the data. Data were coded and entered in to Epi data version 3.1 and then exported to the Statistical Package for Social Science IBM version 25 for analysis. Descriptive statistics was run and the data were presented using frequency tables and figure. The bi-variable and multivariable logistic regression was used to identify the possible factors of neonatal near miss. Finally, Adjusted Odds Ratio and 95% Confidence Intervals were used to declare statsticall significance. RESULT Among all 604 selected live births an overall proportion of NNM cases, 202 (33.4%) (95% CI: 29.7-37.1%) was obtained at Hawassa City Government Hospitals. Respiratory distress 158 (94%) and infection or sepsis 138 (84%) were found to be the leading causes of NNM cases in our study. Governmental and non-governmental employed mother (AOR = 3.05, 95% CI: 1.46-6.44) and Cesarean Section delivery (AOR = 1.89, (95% CI: 1.25-2.83)) were positively significantly associated with neonatal near miss. Whereas, pregnancy induced Hypertension (AOR = 0.43, 95%CI: 0.27-0.69) was negatively associated with neonatal near miss. CONCLUSION This study revealed relatively high prevalence of NNM in the study areas. Employed women, pregnancy induced hypertension and cesarean section mode of delivery were found to be independent factors affecting the prevalence of NNM cases. Therefore, HUCSH and Adare general Hospitals should focus on proving quality antenatal care and prevention of occupational related problems among pregnant women.
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Affiliation(s)
- Anteneh Fikrie Tekola
- Public Health Departement, Pharma College Hawassa Campus, Hawassa, Ethiopia.
- College of Medical and Health Sciences, School of Public Health, Bule Hora University, Bule Hora, Ethiopia.
| | - Genet Baye
- Project Officer, Bushulo Child Development and Family Strengthening Project, SOS Child Village Hawassa Program, Hawassa, Ethiopia
| | - Elias Amaje
- College of Medical and Health Sciences, School of Public Health, Bule Hora University, Bule Hora, Ethiopia
| | - Kebede Tefera
- College of Medicine and Health Sciences, School of Public Health, Hawassa University, Hawassa, Ethiopia
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10
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Maternal dietary diversity during pregnancy and risk of low birth weight in newborns: a systematic review. Public Health Nutr 2021; 24:4671-4681. [PMID: 33472725 DOI: 10.1017/s1368980021000276] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE Maternal nutrition during pregnancy is a key factor influencing birth outcome. Dietary diversity is a proxy for multiple macro- and/or micronutrient sufficiency of an individual's diet. This systematic review aimed to summarise the findings on the association between maternal dietary diversity during pregnancy and the risk of low birth weight (LBW) in newborns. DESIGN This is a systematic review study. SETTING Google and the PubMed, Scopus and Google Scholar databases were searched to extract original studies on humans published until June 2020, without date restrictions. There was no limitation regarding geographic region or economic condition of countries. Duplicated and irrelevant studies were screened out and data were obtained through critical analysis. PARTICIPANTS Articles that examined the association between maternal dietary diversity during pregnancy and the risk of LBW in infants were included. RESULTS Of the ninety-eight studies retrieved, fifteen articles were included in the final review. All included articles represent low- and middle-income countries. Eighty percentage of the studies (n 12) indicated that low maternal dietary diversity during pregnancy is associated with an increased risk of LBW infants. Three studies that included a small number of LBW infants and did not take into account factors which may bias study results failed to show this association. CONCLUSION The results suggest that low maternal dietary diversity during pregnancy may be associated with the risk of LBW, more specifically in developing countries. Dietary diversity might be a valuable predictor of maternal nutrition during pregnancy and the chance of giving birth to a LBW infant.
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11
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Zacher R. Maternal wellbeing and pregnancy outcomes in anaesthetic trainees. Anaesth Intensive Care 2019; 47:326-333. [DOI: 10.1177/0310057x19861116] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The importance of supporting and maintaining doctors’ health and wellbeing cannot be overstated. Combined with the undisputed status of work in medicine as both strenuous and stressful, pregnancy is a unique time during which the mother and unborn baby may be at risk of adverse outcomes. A narrative literature review is presented with a focus on studies of relevance to pregnancy in anaesthesia trainees, however much of the evidence is drawn from studies involving anaesthetic consultants, trainees in other specialties and pregnant workers in general. After a brief exploration into historical concepts in occupational hazards and adverse pregnancy outcomes, further discussion ensues on more recent evidence in relation to specialist training (or ‘residency’), the impact of work stressors and maternal psychological state on pregnancy outcomes and attitudes towards pregnancy during specialist training. Finally, occupational guidelines are considered along with the rationale for ‘pregnancy-friendly’ workplaces and suggestions for future research in this area for both the profession and employers.
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Affiliation(s)
- Rosmarin Zacher
- Royal Brisbane and Women's Hospital, Wesley Hospital, Brisbane, Australia
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12
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Maternal socioeconomic factors and the risk of premature birth and low birth weight in Cyprus: a case-control study. Reprod Health 2018; 15:157. [PMID: 30231873 PMCID: PMC6146509 DOI: 10.1186/s12978-018-0603-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 09/12/2018] [Indexed: 11/14/2022] Open
Abstract
Background Prematurity and low birth weight are significant predictors of perinatal morbidity and mortality and are influenced by the overall health and socioeconomic status of the pregnant mother. Although Cyprus is characterized by the highest prematurity rate in Europe (13.1% in 2014), the relationship between maternal health and socioeconomic characteristics with prematurity and low birth weight has never been investigated. We aimed to investigate the association of maternal demographic, clinical and socioeconomic characteristics with premature delivery and low neonatal birth weight in Cyprus. Methods In a case-control design, questionnaire data were collected from 348 women who gave birth prematurely (cases) and 349 women who gave birth at term (controls). Information was obtained on gestation duration and birth weight as well as maternal demographic, socioeconomic and clinical profiles, including parameters such as smoking, body mass index, alcohol consumption, presence of gestational diabetes and mental health factors. Results Premature delivery was associated with greater maternal age (OR: 1.12, 95% CI: 1.06–1.18), absence of gestational diabetes (OR: 0.53, 95% CI: 0.30–0.97), long working hours (OR: 3.77, 95% CI: 2.08–6.84) and emotional stress (OR: 8.5, 95% CI: 3.03–23.89). Within the cases group, emotional stress was also associated with lower birth-weight (β: -323.68 (95% CI: -570.36, − 77.00). Conclusions The findings of this study demonstrate the positive association of maternal psychological factors, working conditions as well as maternal age with prematurity and low birth weight in Cyprus. Additional, prospective, studies are needed in the country to further investigate these associations and inform public health intervention measures. Electronic supplementary material The online version of this article (10.1186/s12978-018-0603-7) contains supplementary material, which is available to authorized users.
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Dolatian M, Mahmoodi Z, Dilgony T, Shams J, Zaeri F. The Structural Model of Spirituality and Psychological Well-Being for Pregnancy-Specific Stress. JOURNAL OF RELIGION AND HEALTH 2017; 56:2267-2275. [PMID: 28447176 DOI: 10.1007/s10943-017-0395-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Women experience different types of stress in their lifetime. The present study was conducted to examine the structural model of spirituality and psychological well-being for pregnancy-specific stress. The present descriptive correlational study was conducted on 450 pregnant Iranian women (150 women from each trimester) in Dehdasht city in 2015. Data were collected using the personal-social questionnaire, the pregnancy-specific stress questionnaire, the spirituality questionnaire and the psychological well-being questionnaire and were then analyzed in SPSS-16 and Lisrel-8.8 for carrying out a path analysis. The fit indices of the model indicate the good fit and high compatibility of the model and rational relationships between the variables (GFI = 0.94, NFI = 0.85, CFI = 0.94 and RMSEA = 0.048). Of the variables that affected pregnancy-specific stress through both paths, spirituality had a positive effect (B = 0.11) and the personal-social variable a negative effect (B = -0.37). Psychological well-being affected pregnancy-specific stress negatively and directly and through one path only (B = -0.59). The results obtained through the model confirm the effect of spirituality and psychological well-being in reducing pregnancy-specific stress. Given that handling stress has a major role in the quality of daily life in pregnant women, stress management skills are recommended to be promoted among pregnant women so as to mitigate stress and its negative consequences.
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Affiliation(s)
- Mahrokh Dolatian
- Department of Midwifery and Reproductive Health, School of Nursing and Midwifery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zohreh Mahmoodi
- Department of Midwifery, Faculty of Nursing and Midwifery, Alborz University of Medical Sciences, Karaj, Iran.
| | - Taibeh Dilgony
- Department of Midwifery, International Branch, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Midwifery and Reproductive Health, Student Research Committee, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jamal Shams
- Department of Psychiatry, Behavioral Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farid Zaeri
- Department of Biostatistics, Faculty of Paramedicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Ferdos J, Rahman MM. Maternal experience of intimate partner violence and low birth weight of children: A hospital-based study in Bangladesh. PLoS One 2017; 12:e0187138. [PMID: 29073222 PMCID: PMC5658163 DOI: 10.1371/journal.pone.0187138] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 10/13/2017] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE Intimate partner violence (IPV) is the most prevalent form of gender-based violence worldwide. IPV either before or during pregnancy has been documented as a risk factor for the health of the mother and her unborn child. The aim of this study was to examine the relationship between maternal experience of IPV and low birth weight (LBW). STUDY DESIGN A hospital-based survey was conducted among women in the postnatal wards of a large public hospital at Rajshahi, Bangladesh. Data on socio-economic characteristics, reproductive health characteristics, intimate partner violence, and antenatal, delivery and newborn care were collected from 400 women between July 2015 and April 2016. RESULTS Results of this study indicated that 43% of women reported experiencing any physical IPV in their lifetime, 35.5% of them experienced sexual IPV, and 32.5% experienced both physical and sexual IPV. Approximately one in every three (29.2%) infants was born with LBW. Physical IPV was associated with an increased risk of having a child with low birth weight (adjusted odds ratio [AOR]: 3.01, 95% CI: 2.35-5.81). The risk of infants born with LBW increased with women's lifetime experience of sexual IPV (AOR: 1.98; 95% CI: 1.23-4.15) and both physical and sexual IPV (AOR: 4.05; 95% CI: 2.79-7.33). CONCLUSION Maternal lifetime experience of IPV is positively associated with LBW children. Preventing women from the experience of IPV may help improve neonatal and child mortality in Bangladesh.
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Affiliation(s)
- Jannatul Ferdos
- Department of Population Science and Human Resource Development, University of Rajshahi, Rajshahi, Bangladesh
| | - Md. Mosfequr Rahman
- Department of Population Science and Human Resource Development, University of Rajshahi, Rajshahi, Bangladesh
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Koochaki M, Mahmoodi Z, Esmaelzadeh-Saeieh S, Kabir K, Tehranizadeh M, Dolatian M. The effect of cognitive-behavioral counseling on anxiety in the mothers of infants in the NICU: A randomized controlled trial. F1000Res 2017; 6:1679. [PMID: 29034083 PMCID: PMC5605950 DOI: 10.12688/f1000research.12539.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/28/2017] [Indexed: 11/20/2022] Open
Abstract
Background: Pressures and tensions in everyone's life can cause a wide range of mental disorders such as anxiety. One of these tensions is the birth of a baby who requires special care, which can cause personal and social problems for the mother if no appropriate measures are taken to help them. The present study was conducted to determine the effect of cognitive-behavioral counseling on anxiety in the mothers of infants in the Neonatal Intensive Care Unit. Methods: This randomized controlled trial recruited 90 women presenting to Kowsar Hospital in Qazvin in 2016. They were enrolled by convenience sampling and randomly assigned to control and intervention groups. Eight sessions were held for each group. Beck Anxiety Inventory was filled by mothers at the beginning of intervention, at the end of the eighth session and three weeks after the intervention. The data was analyzed by generalized estimating equations (GEE) method. Results: According to the results, maternal anxiety showed no significant differences between the two groups before intervention (p = 0.408 and p = 0.881). Based on GEE test, the mean score of anxiety was significantly different in the two groups (p = 0.026) immediately and three weeks after the intervention in that it was lower in the intervention group. Friedman test results also confirmed the reducing trend of mean score of anxiety in the three stages (p = 0.000). Conclusions: Counseling has a positive effect on reducing the anxiety of mothers of children with special needs, therefore it can be used to improve their condition.
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Abstract
Hypertension and chronic kidney disease (CKD) have a significant impact on global morbidity and mortality. The Low Birth Weight and Nephron Number Working Group has prepared a consensus document aimed to address the relatively neglected issue for the developmental programming of hypertension and CKD. It emerged from a workshop held on April 2, 2016, including eminent internationally recognized experts in the field of obstetrics, neonatology, and nephrology. Through multidisciplinary engagement, the goal of the workshop was to highlight the association between fetal and childhood development and an increased risk of adult diseases, focusing on hypertension and CKD, and to suggest possible practical solutions for the future. The recommendations for action of the consensus workshop are the results of combined clinical experience, shared research expertise, and a review of the literature. They highlight the need to act early to prevent CKD and other related noncommunicable diseases later in life by reducing low birth weight, small for gestational age, prematurity, and low nephron numbers at birth through coordinated interventions. Meeting the current unmet needs would help to define the most cost-effective strategies and to optimize interventions to limit or interrupt the developmental programming cycle of CKD later in life, especially in the poorest part of the world.
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