1
|
Ngusie HS, Tesfa GA, Taddese AA, Enyew EB, Alene TD, Abebe GK, Walle AD, Zemariam AB. Predicting place of delivery choice among childbearing women in East Africa: a comparative analysis of advanced machine learning techniques. Front Public Health 2024; 12:1439320. [PMID: 39664535 PMCID: PMC11631870 DOI: 10.3389/fpubh.2024.1439320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 11/11/2024] [Indexed: 12/13/2024] Open
Abstract
Background Sub-Saharan Africa faces high neonatal and maternal mortality rates due to limited access to skilled healthcare during delivery. This study aims to improve the classification of health facilities and home deliveries using advanced machine learning techniques and to explore factors influencing women's choices of delivery locations in East Africa. Method The study focused on 86,009 childbearing women in East Africa. A comparative analysis of 12 advanced machine learning algorithms was conducted, utilizing various data balancing techniques and hyperparameter optimization methods to enhance model performance. Result The prevalence of health facility delivery in East Africa was found to be 83.71%. The findings showed that the support vector machine (SVM) algorithm and CatBoost performed best in predicting the place of delivery, in which both of those algorithms scored an accuracy of 95% and an AUC of 0.98 after optimized with Bayesian optimization tuning and insignificant difference between them in all comprehensive analysis of metrics performance. Factors associated with facility-based deliveries were identified using association rule mining, including parental education levels, timing of initial antenatal care (ANC) check-ups, wealth status, marital status, mobile phone ownership, religious affiliation, media accessibility, and birth order. Conclusion This study underscores the vital role of machine learning algorithms in predicting health facility deliveries. A slight decline in facility deliveries from previous reports highlights the urgent need for targeted interventions to meet Sustainable Development Goals (SDGs), particularly in maternal health. The study recommends promoting facility-based deliveries. These include raising awareness about skilled birth attendance, encouraging early ANC check-up, addressing financial barriers through targeted support programs, implementing culturally sensitive interventions, utilizing media campaigns, and mobile health initiatives. Design specific interventions tailored to the birth order of the child, recognizing that mothers may have different informational needs depending on whether it is their first or subsequent delivery. Furthermore, we recommended researchers to explore a variety of techniques and validate findings using more recent data.
Collapse
Affiliation(s)
- Habtamu Setegn Ngusie
- Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Woldia University, Woldia, Ethiopia
| | - Getanew Aschalew Tesfa
- School of Public Health, College of Medicine and Health Science, Dilla University, Dilla, Ethiopia
| | - Asefa Adimasu Taddese
- Department of Sport, Physical Education and Health (SPEH), Academy of Wellness and Human Development, Faculty of Arts and Social Sciences, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China
| | - Ermias Bekele Enyew
- Department of Health Informatics, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia
| | - Tilahun Dessie Alene
- Department of Pediatric and Child Health, School of Medicine, College of Medicine and Health Science, Wollo University, Dessie, Ethiopia
| | - Gebremeskel Kibret Abebe
- Department of Emergency and Critical Care Nursing, School of Nursing, College of Medicine and Health Sciences, Woldia University, Woldia, Ethiopia
| | - Agmasie Damtew Walle
- Department of Health Informatics, College of Medicine and Health Science, Debre Berhan University, Debre Berhan, Ethiopia
| | - Alemu Birara Zemariam
- Department of Pediatrics and Child Health Nursing, School of Nursing, College of Medicine and Health Science, Woldia University, Woldia, Ethiopia
| |
Collapse
|
2
|
Temesgen SA, Netangaheni TR. Utilisation of maternal healthcare services and influencing factors in public health facilities in Addis Ababa, Ethiopia. Health SA 2024; 29:2694. [PMID: 39507094 PMCID: PMC11538135 DOI: 10.4102/hsag.v29i0.2694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 08/07/2024] [Indexed: 11/08/2024] Open
Abstract
Background Ethiopian maternal mortality remains high, despite the implementation of extensive health programmes. This indicates that the full potential of maternal health services is not being effectively utilised. Aim This study aimed to evaluate the utilisation and factors influencing maternal healthcare services in public health facilities in Addis Ababa. Setting This study was conducted in five public hospitals and 10 public health centres of Addis Ababa city administration from 31st August 2023 to 13th October 2023. Methods The study's design utilised a cross-sectional quantitative technique, which involved interviewing 354 women from each group who received visits throughout their pregnancy, delivery and postpartum period. The data were analysed using SPSS version 26. Results This study analysed maternal health service utilisation indicators, revealing a 70.8% overall utilisation of services, with antenatal care (ANC) at 85.5%, delivery at 71.58% and family planning services (PNC) at 55.4%. The study found that the length of time spent travelling to public health facilities significantly impacts the use of maternal health services. Pregnant women who travelled less than 30 min used services 2.29 times more than those over 2 h. The average client wait time also influenced service usage. Pregnant women with four or more prenatal care visits were more likely to use services. Conclusion The study conducted in Addis Ababa's capital city revealed that the utilisation of maternity health care services is not optimal, despite the concentrated resources. Contribution The findings of the study could be beneficial for the Addis Ababa Health Bureau, Ministry of Health, legislators, and other stakeholders. It can help in the development of affordable intervention programmes, filling knowledge gaps and updating scientific understanding.
Collapse
Affiliation(s)
- Sintayehu A Temesgen
- Department of Health Studies, College of Human Sciences, University of South Africa, Pretoria, South Africa
- Ethiopian Public Health Institute, Addis Ababa, Ethiopia
- The African Center for Early Childhood Development, Addis Ababa, Ethiopia
| | - Thinavhuyo R Netangaheni
- Department of Health Studies, College of Human Sciences, University of South Africa, Pretoria, South Africa
| |
Collapse
|
3
|
Afaya A, Nesa M, Akter J, Lee T. Institutional delivery rate and associated factors among women in rural communities: analysis of the 2017-2018 Bangladesh Demographic and Health Survey. BMJ Open 2024; 14:e079851. [PMID: 38531583 PMCID: PMC10966781 DOI: 10.1136/bmjopen-2023-079851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 02/21/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Institutional delivery rate among women in rural communities in Bangladesh remains low after several governmental interventions. A recent analysis of maternal mortality in Bangladesh revealed that women in rural communities were more likely to die from maternal complications than those in urban areas. OBJECTIVE This study assessed the institutional delivery rate and associated factors among women in rural communities in Bangladesh. DESIGN This was a cross-sectional study that used the 2017-2018 Bangladesh Demographic and Health Survey for analysis. To determine the factors associated with institutional delivery, multivariate logistic regression analysis was performed. SETTING AND PARTICIPANTS The study was conducted in Bangladesh and among 3245 women who delivered live births 3 years before the survey. MAIN OUTCOME MEASURE The outcome variable was the place of delivery which was dichotomised into institutional and home delivery/other non-professional places. RESULTS The institutional delivery rate was 44.82% (95% CI 42.02% to 47.65%). We found that women between the ages of 30 and 49 years (aOR=1.51, 95% CI 1.05 to 2.18), women whose partners attained higher education (aOR=2.02, 95% CI 1.39 to 2.94), women who had antenatal visits of 1-3 (aOR=2.54, 95% CI 1.65 to 3.90), 4-7 (aOR=4.79, 95% CI 3.04 to 7.53), and ≥8 (aOR=6.13, 95% CI 3.71 to 10.42), women who watched television (aOR=1.35, 95% CI 1.09 to 1.67) and women in the middle (aOR=1.38, 95% CI 1.05 to 1.82), rich (aOR=1.84, 95% CI 1.34 to 2.54) and richest (aOR=2.67, 95% CI 1.82 to 3.91) households were more likely to use institutional delivery. On the other hand, women who were working (aOR=0.73, 95% CI 0.60 to 0.89), women who were Muslims (aOR=0.62, 95% CI 0.44 to 0.89) and women who gave birth to two (aOR=0.61, 95% CI 0.48 to 0.77) or ≥3 children (aOR=0.46, 95% CI 0.35 to 0.60) were less likely to use institutional delivery. CONCLUSION The study revealed that a low proportion of women in rural communities in Bangladesh used institutional delivery. The results of this study should be taken into account by policy-makers and governmental efforts when creating interventions or programmes aimed at increasing institutional delivery in Bangladesh.
Collapse
Affiliation(s)
- Agani Afaya
- Department of Nursing, School of Nursing and Midwifery, University of Health and Allied Sciences, Ho, Ghana
| | - Meherun Nesa
- College of Nursing, Yonsei University, 50-1 Yonsei-ro, Seodaemun-gu, 03722, Seoul, South Korea
- National Institute of Advanced Nursing Education and Research, Mugda, Dhaka-1214, Bangladesh
| | - Jotsna Akter
- College of Nursing, Yonsei University, 50-1 Yonsei-ro, Seodaemun-gu, 03722, Seoul, South Korea
- National Institute of Advanced Nursing Education and Research, Mugda, Dhaka-1214, Bangladesh
| | - Taewha Lee
- Mo-Im Kim Nursing Research Institute, College of Nursing, Yonsei University, 50-1 Yonsei-ro, Seodaemun-gu, 03722, Seoul, South Korea
| |
Collapse
|
4
|
Semagn BE. Utilization and factors associated with health facility delivery among women of reproductive age in rural Ethiopia: Mixed effect logistic regression analysis. PLoS One 2023; 18:e0280660. [PMID: 37450432 PMCID: PMC10348594 DOI: 10.1371/journal.pone.0280660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 06/29/2023] [Indexed: 07/18/2023] Open
Abstract
BACKGROUND Worldwide over 800 women lose their life each day from complication in pregnancy and child birth. Health facility delivery is one of the key strategies for reducing maternal mortality and for ensuring safe birth. Inequity by urban-rural residence is one of the most pronounced challenges in maternal health service coverage with women living in rural areas at a greater disadvantage than other women. This study aims to assess the magnitude and factors affecting the utilization of health facility delivery for the most recent live birth among women of reproductive age in rural Ethiopia. METHODS This is a cross-sectional study based on a data from Ethiopian Mini Demographic and Health Survey 2019 dataset with a total weighted sample of 2900 women of reproductive age group in rural Ethiopia. Data cleaning, coding and labeling were done using STATA version 14 software. Multilevel mixed effect logistic regression model was employed to identify associated factors. RESULT Only 44% of reproductive-age women in rural Ethiopia gave their most recent live birth in health institutions. In the multivariable multilevel binary logistic regression analysis; educational status, wealth index, attending 4+ANC, and had ANC from skilled provider were found to be statistically significant factors associated with health facility delivery. CONCLUSION In a rural part of Ethiopia, the prevalence of institutional delivery is low. Especial emphasis should be given for mothers with no formal education, and poor household wealth index, Furthermore, implementing public health programs that target to enable women to have more frequent Antenatal Care follow-up from skilled providers may increase the number of health facility deliveries.
Collapse
Affiliation(s)
- Birhan Ewunu Semagn
- Department of Public Health, Asrat Weldeyes Health Science Campus, Debre Berhan University, Debre Berhan, Ethiopia
| |
Collapse
|
5
|
Hussen AM, Ibrahim IM, Tilahun B, Tunçalp Ö, Grobbee DE, Browne JL. Completion of the Continuum of Maternity Care in the Emerging Regions of Ethiopia: Analysis of the 2019 Demographic and Health Survey. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6320. [PMID: 37444167 PMCID: PMC10342030 DOI: 10.3390/ijerph20136320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 06/27/2023] [Accepted: 07/03/2023] [Indexed: 07/15/2023]
Abstract
Maternal mortality in Ethiopia was estimated to be 267 per 100,000 live births in 2020. A significant number of maternal deaths occur in the emerging regions of the country: Afar, Somali, Gambela, and Benishangul-Gumuz. Achieving the Sustainable Development Goal (SDG) target requires a dramatic increase in maternal healthcare utilisation during pregnancy, childbirth, and the postpartum period. Yet, there is a paucity of evidence on the continuum of maternity care utilisation in Ethiopia, particularly in the emerging regions. Therefore, this study aimed to assess completion and factors associated with the continuum of maternity care in the emerging regions of Ethiopia. This study used the 2019 Ethiopian Demographic and Health Survey data (n = 1431). Bivariable and multivariable logistic regression analyses were carried out to identify factors associated with the completion of the continuum of maternity care. An adjustment was made to the survey design (weight, stratification, and clustering). 9.5% (95% Confidence Interval (CI): 7.0-13.0) of women completed the continuum of maternity care (four or more antenatal care, institutional delivery, and postnatal care within 24 h). Living in Somali (adjusted Odds Ratio (aOR): 0.23, 95%CI: 0.07-0.78) and Benishangul-Gumuz (aOR 3.41, 95%CI: 1.65-7.04) regions, having a secondary and higher educational level (aOR 2.12, 95%CI: 1.13-4.00), and being in the richest wealth quintile (aOR 4.55, 95%CI: 2.04-10.15) were factors associated with completion of the continuum of maternity care. Although nearly half of the women had one antenatal care, fewer than 10% completed the continuum of maternity care. This indicates that women in these regions are not getting the maximum health benefits from maternal healthcare services, and this might contribute to the high maternal death in the regions. Moreover, the completion of the continuum of maternity care was skewed toward women who are more educated (secondary or higher education) and in the richest quintile.
Collapse
Affiliation(s)
- Abdulaziz Mohammed Hussen
- Julius Global Health, Julius Centre for Health Sciences and Primary Care University Medical Centre Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (D.E.G.); (J.L.B.)
- Department of Midwifery, College of Medicine and Health Science, Samara University, Samara P.O. Box 132, Ethiopia;
| | - Ibrahim Mohammed Ibrahim
- Department of Midwifery, College of Medicine and Health Science, Samara University, Samara P.O. Box 132, Ethiopia;
| | - Binyam Tilahun
- Department of Health Informatics, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar P.O. Box 196, Ethiopia;
- eHealth Lab Ethiopia, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar P.O. Box 196, Ethiopia
| | - Özge Tunçalp
- UNDP—UNFPA—UNICEF—WHO—World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP), Department of Sexual and Reproductive Health and Research, World Health Organization, 1211 Geneva, Switzerland;
| | - Diederick E. Grobbee
- Julius Global Health, Julius Centre for Health Sciences and Primary Care University Medical Centre Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (D.E.G.); (J.L.B.)
| | - Joyce L. Browne
- Julius Global Health, Julius Centre for Health Sciences and Primary Care University Medical Centre Utrecht, Utrecht University, 3584 CX Utrecht, The Netherlands; (D.E.G.); (J.L.B.)
| |
Collapse
|
6
|
Worku BT, Abdulahi M, Tsega M, Edilu B, Ali R, Habte MB, Awel S, Getnet M, Melaku Y, Kidane R, Taye A, Tamirat M. Complication experience during pregnancy and place of delivery among pregnant women: a cross-sectional study. BMC Pregnancy Childbirth 2023; 23:161. [PMID: 36906518 PMCID: PMC10006562 DOI: 10.1186/s12884-023-05390-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 01/16/2023] [Indexed: 03/13/2023] Open
Abstract
BACKGROUND Unlike other causes such as abortion, obstetric complications like hemorrhage, and hypertensive disorders of pregnancy, which are difficult to resolve for women who give birth out of health facilities are persisted or increased to be the cause of maternal mortality in Ethiopia. Direct obstetric complications resulted in the crude direct obstetric case fatality rate in this country. This study aimed to assess the relationship between Complication Experience during Pregnancy and Place of Delivery among Pregnant Women. METHOD A community-based cross-sectional study was conducted to assess the baseline information as a part of a randomized control trial study. The sample size that was calculated for the cohort study with the assumptions to detect an increase in a minimum acceptable diet from 11 to 31%, with 95% CIs and 80% power, an intra-cluster correlation coefficient of 0·2 for a cluster size of 10 was used for this study. Statistical analysis was done using SPSS version 22. RESULT The prevalence of self-reported pregnancy-related complications and home delivery were 79(15.9%, CI; 12.7-19.1) and 46.90% (95%CI; 42.5-51.1) respectively. Women who did not face vaginal bleeding were five times AOR 5.28(95% CI: 1.79-15.56) more like to give birth at home than those who faced this problem. Women who did not face severe headache were nearly three AOR 2.45(95%CI:1.01-5.97) times more like to give birth at home. CONCLUSION This study concluded that home delivery was high among the study participants whereas pregnancy-related complications such as vaginal bleeding and severe headache were identified as protective factors for facility delivery. Hence, the researchers recommended the incorporation of "storytelling" into the existing health extension program packages to improve facility delivery which shall be applied after the approval of its effectiveness by further research.
Collapse
Affiliation(s)
- Bekelu Teka Worku
- Department of Population and Family Health, Jimma University, Jimma, Ethiopia.
| | - Misra Abdulahi
- Department of Population and Family Health, Jimma University, Jimma, Ethiopia
| | - Merertu Tsega
- Department of Population and Family Health, Jimma University, Jimma, Ethiopia
| | - Birtukan Edilu
- Department of Population and Family Health, Jimma University, Jimma, Ethiopia
| | - Rahma Ali
- Department of Population and Family Health, Jimma University, Jimma, Ethiopia
| | | | - Samira Awel
- Department of Nursing, Jimma University, Jimma, Ethiopia
| | - Masrie Getnet
- Department of Biostatistics, Jimma University, Jimma, Ethiopia
| | - Yabsira Melaku
- Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
| | - Radiet Kidane
- Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
| | - Abonesh Taye
- Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
| | - Meseret Tamirat
- Department of Nutrition and Dietetics, Jimma University, Jimma, Ethiopia
| |
Collapse
|
7
|
Arega T, Mulatu T, Alemayehu A, Mussa I, Dheresa M. Institutional delivery and associated factors among women who gave birth in Benishangul Gumuz region, South West Ethiopia. Front Public Health 2022; 10:965524. [PMID: 36568776 PMCID: PMC9780484 DOI: 10.3389/fpubh.2022.965524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 11/23/2022] [Indexed: 12/13/2022] Open
Abstract
Background Maternal mortality from pregnancy and childbirth remains a major public health problem. Increasing access to institutional delivery is one of the key strategies to reduce childbirth-related maternal mortality. Despite all the efforts, institutional deliveries in Ethiopia remain low. Understanding factors associated with institutional delivery is important to devise strategies to improve facility based child birth. Hence, this study assessed the prevalence of institutional delivery and associated factors to bridge the gap. Methods A community-based cross-sectional study was employed from March-April 2020. Multi-stage sampling was employed to select 500 mothers who gave birth within the last 12 months in Mandura district, Benishangul Gumuz Region, Ethiopia. Data were collected using pre tested structured questionnaire through face-to-face interview. Logistic regression models were fitted to assess the predictors of institutional delivery. Adjusted Odds ratios with 95% CI was used to show associations and statistical significance was set at a p < 0.05. Results This study indicated that the prevalence of institutional delivery was 28.8% CI (25-33.3%). Having a positive attitude (AOR = 9.6,95%CI:2.5-35.9), attending antenatal care (ANC) at least once (AOR = 16.1,95%CI:9.6-22), attending ANC more than three times (AOR = 17.2, 95% CI:13.5-43.8), having good knowledge (AOR = 11.1, 95%CI: 2.7-45.4), and facing complications during pregnancy (AOR = 4.04, 95%CI: 1.0-16.0) were significantly associated with institutional delivery. Conclusion The prevalence of institutional delivery in this study was low. Positive attitude toward institutional delivery, attending ANC, having good knowledge about institutional delivery, and facing complications during pregnancy were identified predictors of institutional delivery. Strategies with a focus on increasing ANC uptake, improving mothers' knowledge, and promoting institutional delivery at the community level are critical.
Collapse
Affiliation(s)
- Temesgen Arega
- Mandura District Health Office, Beneshangul Gumuz, Asosa, Ethiopia
| | - Teshale Mulatu
- School of Nursing and Midwifery, College of Health and Medical Science, Haramaya University, Harar, Ethiopia,*Correspondence: Teshale Mulatu
| | - Afework Alemayehu
- School of Nursing and Midwifery, College of Health and Medical Science, Haramaya University, Harar, Ethiopia
| | - Ibsa Mussa
- School of Public Health, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia
| | - Merga Dheresa
- School of Nursing and Midwifery, College of Health and Medical Science, Haramaya University, Harar, Ethiopia
| |
Collapse
|
8
|
Gebeyehu AA, Damtie DG, Yenew C. Trends and factors contributing to health facility delivery among adolescent women in Ethiopia: multivariate decomposition analysis. BMC Womens Health 2022; 22:487. [PMID: 36461009 PMCID: PMC9717491 DOI: 10.1186/s12905-022-02069-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Although an increase in health facility delivery in Ethiopia over time, adolescent women giving birth at health facilities is still low. Health facility delivery is crucial to improving the health of women and their newborns' health by providing safe delivery services. We aimed to examine the trend change and identify factors contributing to health facility delivery in Ethiopia. METHODS We analyzed the data on adolescent women obtained from three Ethiopian Demographic and Health Surveys. A total of weighted samples were 575 in 2005, 492 in 2011, and 378 in 2016. Data management and further statistical analysis were done using STATA 14. Trends and multivariate decomposition analysis were used to examine the trends in health facility delivery over time and the factors contributing to the change in health facility delivery. RESULTS This study showed that the prevalence of health facility delivery among adolescent women in Ethiopia increased significantly from 4.6% (95% CI 3.2-6.7) in 2005 to 38.7% (95% CI 33.9-43.7) in 2016. Decomposition analysis revealed that around 78.4% of the total change in health facility delivery over time was due to the changes in the composition of adolescent women and approximately 21.6% was due to the changes in their behavior. In this study, maternal age, place of residency, wealth index, maternal education, frequency of ANC visits, number of living children, and region were significant factors contributing to an increase in health facility delivery over the study periods. CONCLUSION The prevalence of health facility delivery for adolescent women in Ethiopia has increased significantly over time. Approximately 78.4% increase in health facility delivery was due to adolescent women's compositional changes. Public health interventions targeting rural residents and uneducated women would help to increase the prevalence of health facility delivery.
Collapse
Affiliation(s)
- Asaye Alamneh Gebeyehu
- grid.510430.3Department of Public Health, College of Health Science, Debre Tabor University, Debre Tabor, Ethiopia
| | - Dejen Gedamu Damtie
- grid.510430.3Department of Public Health, College of Health Science, Debre Tabor University, Debre Tabor, Ethiopia
| | - Chalachew Yenew
- grid.510430.3Department of Public Health, College of Health Science, Debre Tabor University, Debre Tabor, Ethiopia
| |
Collapse
|
9
|
Thapa NR, Upreti SP. Factors associated with health facility delivery among reproductive age women in Nepal: an analysis of Nepal multiple indicator cluster survey 2019. BMC Health Serv Res 2022; 22:1419. [PMID: 36443778 PMCID: PMC9703792 DOI: 10.1186/s12913-022-08822-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 11/10/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Despite existing efforts to improve maternal health in Nepal, delivery in a health facility with skilled providers is still a major health concern in Nepal. This study aimed to examine the factors associated with delivery in a health facility with skilled providers among women aged 15-49 years in Nepal. METHODS This study used data from Nepal Multiple Indicator Cluster Survey 2019, a nationally representative cross-sectional survey. This survey was a two-stage, stratified cluster sampling. A total of 1,950 married women aged 15-49 years who had at least one live birth in the last two years preceding the survey were included in the analysis. Bivariate and multivariate logistic regression analyses were performed in this study. RESULTS Seventy-five percent of women are delivered in a health facility with skilled providers. Women from urban areas (AOR = 1.74, p < 0.01), women residing in Sudurpaschim province (AOR = 5.64, p < 0.001), women with first parity (AOR = 2.82, p < 0.001), and women from rich household status (AOR = 4.60, p < 0.001) and women who attained at least four ANC visits (AOR = 10.81, p < 0.001) were associated with higher odds of delivering in a health facility. Women who were more educated and used the internet were more likely to deliver in a health facility by a skilled provider. CONCLUSION Place of residence, household wealth status, and ANC visits appear to be the strongest predictors of health facility delivery with skilled providers in Nepal. Disparities in delivery in a health facility with skilled providers persist among provinces and caste/ethnicity.
Collapse
Affiliation(s)
- Naba Raj Thapa
- grid.80817.360000 0001 2114 6728Department of Population Studies, Ratna Rajyalaxmi Campus, Tribhuvan University, Kathmandu, Nepal
| | - Shanti Prasad Upreti
- grid.80817.360000 0001 2114 6728Department of Population Studies, Ratna Rajyalaxmi Campus, Tribhuvan University, Kathmandu, Nepal
| |
Collapse
|
10
|
Gilano G, Hailegebreal S, Seboka BT. Determinants and spatial distribution of institutional delivery in Ethiopia: evidence from Ethiopian Mini Demographic and Health Surveys 2019. Arch Public Health 2022; 80:65. [PMID: 35189954 PMCID: PMC8862569 DOI: 10.1186/s13690-022-00825-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 02/04/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Over the past few decades, maternal and child mortality had drawn the attention of governments and policymakers. Institutional delivery has been among the implementations needed to reduce maternal and child mortality. The fact that the problem was persisted intensified studies to research for more factors. Thus, the current study was intended for further analyses of EMDHS to identify the magnitude, spatial patterns, and predictors of institutional delivery. METHODS A cross-sectional survey data from EMDHS 2019 was analyzed involving 5488 reproductive-age women regarding institutional deliveries. We presented descriptive statistics using mean, standard deviations, and proportions. To check the nature of the distribution of institutional delivery, we applied the global Moran's I statistics. Getis-Ord Gi statistics was applied to detect spatial locations, and we applied spatial interpolation to predict unknown locations of institutional delivery using the Ordinary Kriging method. Kulldorff's SatScan was also applied to identify the specific local clustering nature of institutional delivery using the Bernoulli method. We applied multilevel binary logistic regression for the scrutiny of individual and community-level factors. We applied P < 0.25 to include variables in the model and P < 0.05 to declare associations. AOR with 95% CI was used to describe variables. RESULTS The prevalence of institution/facility delivery was 2666.45(48.58%) in the survey. The average number of children was 4.03 ± 2.47, and most women in this survey were in the age range of the 25-29 years (31.84%) and 30-34 years (21.61%). Women who learned primary education (AOR = 1.52; 95% CI 1.20-1.95), secondary education (AOR = 1.77; 95% CI 1.03-3.07), and higher education (AOR = 5.41; 95% 1.91-15.25), while those who can read and write sentences (AOR = 1.94; 95% 1.28-2.94), Rich (AOR = 2.40 95% CI 1.82-3.16), and those followed 1-2 ANC (AOR = 2.08; 95% CI 1.57-2.76), 3 ANCs (AOR = 3.24; 95% CI 2.51-418), and ≥ 4 ANCs (AOR = 4.91; 95% CI 3.93-6.15) had higher odds of delivering at health institutions. CONCLUSION The institutional delivery was unsatisfactory in Ethiopia, and there were various factors associated differently across the different regions. Pastoralist regions showed high home delivery than institutions which invites further interventions specific to those regions. Factors like age, highest education level achieved, preceding birth interval, literacy status, wealth status, birth order, regions, and rural residences were all affected institutional delivery so that interventions considering awareness, access, and availability of the services are vital.
Collapse
Affiliation(s)
- Girma Gilano
- Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia.
| | - Samuel Hailegebreal
- Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Arba Minch University, Arba Minch, Ethiopia
| | - Biniyam Tariku Seboka
- Department of Health Informatics, School of Public Health, College of Medicine and Health Sciences, Dilla University, Dilla, Ethiopia
| |
Collapse
|
11
|
Zewdu Amdie F, Landers T, Woo K. Institutional delivery in Ethiopia: Alternative options for improvement. INTERNATIONAL JOURNAL OF AFRICA NURSING SCIENCES 2022. [DOI: 10.1016/j.ijans.2022.100436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
|
12
|
Bhusal UP. Predictors of wealth-related inequality in institutional delivery: a decomposition analysis using Nepal multiple Indicator cluster survey (MICS) 2019. BMC Public Health 2021; 21:2246. [PMID: 34893047 PMCID: PMC8665495 DOI: 10.1186/s12889-021-12287-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 11/23/2021] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Inequality in maternal healthcare use is a major concern for low-and middle-income countries (LMICs). Maternal health indicators at the national level have markedly improved in the last couple of decades in Nepal. However, the progress is not uniform across different population sub-groups. This study aims to identify the determinants of institutional delivery, measure wealth-related inequality, and examine the key components that explain the inequality. METHODS Most recent nationally representative Multiple Indicator Cluster Survey (MICS) 2019 was used to extract data about married women (15-49 years) with a live birth within two years preceding the survey. Logistic regression models were employed to assess the association of independent variables with the institutional delivery. The concentration curve (CC) and concentration index (CIX) were used to analyze the inequality in institutional delivery. Wealth index scores were used as a socio-economic variable to rank households. Decomposition was performed to identify the determinants that explain socio-economic inequality. RESULTS The socio-economic status of households to which women belong was a significant predictor of institutional delivery, along with age, parity, four or more ANC visits, education status of women, area of residence, sex of household head, religious belief, and province. The concentration curve was below the line of equality and the relative concentration index (CIX) was 0.097 (p < 0.001), meaning the institutional delivery was disproportionately higher among women from wealthy groups. The decomposition analysis showed the following variables as the most significant contributor to the inequality: wealth status of women (53.20%), education of women (17.02%), residence (8.64%) and ANC visit (6.84%). CONCLUSIONS To reduce the existing socio-economic inequality in institutional delivery, health policies and strategies should focus more on poorest and poor quintiles of the population. The strategies should also focus on raising the education level of women especially from the rural and relatively backward province (Province 2). Increasing antenatal care (ANC) coverage through outreach campaigns is likely to increase facility-based delivery and decrease inequality. Monitoring of healthcare indicators at different sub-population levels (for example wealth, residence, province) is key to ensure equitable improvement in health status and achieve universal health coverage (UHC).
Collapse
Affiliation(s)
- Umesh Prasad Bhusal
- Public Health and Social Protection Professional, Kathmandu, Nepal.
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
| |
Collapse
|
13
|
Health facility delivery among women of reproductive age in Nigeria: Does age at first birth matter? PLoS One 2021; 16:e0259250. [PMID: 34735506 PMCID: PMC8568178 DOI: 10.1371/journal.pone.0259250] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 10/16/2021] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND High maternal mortality ratio in sub-Saharan Africa (SSA) has been linked to inadequate medical care for pregnant women due to limited health facility delivery utilization. Thus, this study, examined the association between age at first childbirth and health facility delivery among women of reproductive age in Nigeria. METHODS The study used the most recent secondary dataset from Nigeria's Demographic and Health Survey (NDHS) conducted in 2018. Only women aged15-49 were considered for the study (N = 34,193). Bi-variate and multivariable logistic regression models were used to examine the association between age at first birth and place of delivery. The results were presented as crude odds ratios and adjusted odds ratios (aOR) with corresponding 95% confidence intervals (CIs). Statistical significance was set at p<0.05. RESULTS The results showed that the prevalence of health facility deliveries was 41% in Nigeria. Women who had their first birth below age 20 [aOR = 0.82; 95%(CI = 0.74-0.90)] were less likely to give birth at health facilities compared to those who had their first birth at age 20 and above. CONCLUSION Our findings suggest the need to design interventions that will encourage women of reproductive age in Nigeria who are younger than 20 years to give birth in health facilities to avoid the risks of maternal complications associated with home delivery. Such interventions should include male involvement in antenatal care visits and the education of both partners and young women on the importance of health facility delivery.
Collapse
|
14
|
Mengesha EW, Alene GD, Amare D, Assefa Y, Tessema GA. Social capital and maternal and child health services uptake in low- and middle-income countries: mixed methods systematic review. BMC Health Serv Res 2021; 21:1142. [PMID: 34686185 PMCID: PMC8539777 DOI: 10.1186/s12913-021-07129-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 09/27/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Social capital has become an important concept in the field of public health, and is associated with improved health services uptake. This study aimed to systematically review the available literature on the role of social capital on the utilization of maternal and child health services in low- and middle-income countries (LMICs). METHODS Mixed-methods research review and synthesis using three databases PubMed, Scopus, and Science Direct for peer-reviewed literature and Google Scholar and Google search engines for gray literature were performed. Both quantitative and qualitative studies conducted in LMICs, published in English and in grey literature were considered. Prior to inclusion in the review methodological quality was assessed using a standardized critical appraisal instrument. RESULTS A total of 1,545 studies were identified, of which 13 records were included after exclusions of studies due to duplicates, reading titles, abstracts, and full-text reviews. Of these eligible studies, six studies were included for quantitative synthesis, and seven were included for qualitative synthesis. Of the six quantitative studies, five of them addressed the association between social capital and health facility delivery. Women who lived in communities with higher membership in groups that helps to form intergroup bridging ties had higher odds of using antenatal care services. Synthesized qualitative findings revealed that women received some form of emotional, informational, and instrumental support from their network members. Receiving health information from trusted people and socio-cultural factors influenced the use of maternal and child health services. CONCLUSIONS Social capital has a great contribution to improve maternal and child health services. Countries aiming at improving maternal and child health services can be benefited from adapting existing context-specific social networks in the community. This review identified limited available evidence examining the role of social capital on maternal and child health services uptake and future studies may be required for an in-depth understanding of how social capital could improve maternal and child health services. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42021226923.
Collapse
Affiliation(s)
- Endalkachew Worku Mengesha
- Department of Reproductive Health and Population Studies, School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia.
| | - Getu Degu Alene
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Desalegne Amare
- School of Health Sciences, College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Yibeltal Assefa
- School of Public Health, the University of Queensland, Brisbane, Australia
| | - Gizachew A Tessema
- Curtin School of Population Health, Curtin University, Perth, WA, Australia
| |
Collapse
|
15
|
Dzomeku VM, Duodu PA, Okyere J, Aduse-Poku L, Dey NEY, Mensah ABB, Nakua EK, Agbadi P, Nutor JJ. Prevalence, progress, and social inequalities of home deliveries in Ghana from 2006 to 2018: insights from the multiple indicator cluster surveys. BMC Pregnancy Childbirth 2021; 21:518. [PMID: 34289803 PMCID: PMC8296527 DOI: 10.1186/s12884-021-03989-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 07/02/2021] [Indexed: 11/10/2022] Open
Abstract
Background Delivery in unsafe and unsupervised conditions is common in developing countries including Ghana. Over the years, the Government of Ghana has attempted to improve maternal and child healthcare services including the reduction of home deliveries through programs such as fee waiver for delivery in 2003, abolishment of delivery care cost in 2005, and the introduction of the National Health Insurance Scheme in 2005. Though these efforts have yielded some results, home delivery is still an issue of great concern in Ghana. Therefore, the aim of the present study was to identify the risk factors that are consistently associated with home deliveries in Ghana between 2006 and 2017–18. Methods The study relied on datasets from three waves (2006, 2011, and 2017–18) of the Ghana Multiple Indicator Cluster surveys (GMICS). Summary statistics were used to describe the sample. The survey design of the GMICS was accounted for using the ‘svyset’ command in STATA-14 before the association tests. Robust Poisson regression was used to estimate the relationship between sociodemographic factors and home deliveries in Ghana in both bivariate and multivariable models. Results The proportion of women who give birth at home during the period under consideration has decreased. The proportion of home deliveries has reduced from 50.56% in 2006 to 21.37% in 2017–18. In the multivariable model, women who had less than eight antenatal care visits, as well as those who dwelt in households with decreasing wealth, rural areas of residence, were consistently at risk of delivering in the home throughout the three data waves. Residing in the Upper East region was associated with a lower likelihood of delivering at home. Conclusion Policies should target the at-risk-women to achieve complete reduction in home deliveries. Access to facility-based deliveries should be expanded to ensure that the expansion measures are pro-poor, pro-rural, and pro-uneducated. Innovative measures such as mobile antenatal care programs should be organized in every community in the population segments that were consistently choosing home deliveries over facility-based deliveries.
Collapse
Affiliation(s)
- Veronica Millicent Dzomeku
- Department of Nursing, Faculty of Allied Health Sciences, College of Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Precious Adade Duodu
- Department of Nursing and Midwifery, School of Human and Health Sciences, University of Huddersfield, Queensgate, Huddersfield, England, UK
| | - Joshua Okyere
- Department of Population and Health, University of Cape Coast, Private Mail Bag, Cape Coast, Ghana
| | - Livingstone Aduse-Poku
- Department of Epidemiology, College of Public Health & Health Professions, College of Medicine, University of Florida, Florida, USA
| | | | - Adwoa Bemah Boamah Mensah
- Department of Nursing, Faculty of Allied Health Sciences, College of Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Emmanuel Kweku Nakua
- Department of Epidemiology and Biostatistics, School of Public Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Pascal Agbadi
- Department of Nursing, Faculty of Allied Health Sciences, College of Health Sciences, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Jerry John Nutor
- Department of Family Health Care Nursing, School of Nursing, University of California San Francisco, San Francisco, CA, USA.
| |
Collapse
|
16
|
Yosef T. Magnitude and Associated Factors of Institutional Delivery Among Reproductive Age Women in Southwest Ethiopia. Int J Womens Health 2020; 12:1005-1011. [PMID: 33192103 PMCID: PMC7654524 DOI: 10.2147/ijwh.s278508] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2020] [Accepted: 10/29/2020] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Despite the global maternal mortality ratio (MMR) fallen by nearly 44% from 1990 to 2015, however, maternal mortality remains a global problem. Reducing maternal morbidity and mortality is a global priority, which is particularly relevant for developing countries like Ethiopia. A good strategy for reducing maternal morbidity and mortality is increasing institutional delivery service utilization. This study aimed to assess the magnitude and associated factors of institutional delivery among reproductive-age women in southwest Ethiopia. METHODS A community-based cross-sectional study was conducted among 526 women at Mizan-Aman town from January 1 to 30, 2019. The data were collected through face-to-face interviews, and a structured questionnaire was used to assess the prevalence and associated factors of institutional delivery among reproductive-age women who delivered in the past one year. The collected data were entered into the Epi Data manager and analyzed using SPSS version 21. Binary logistic regression was done to determine the association between dependent and expected independent variables. Statistical significance was declared at p < 0.05 in the multivariable logistic regression analysis. RESULTS Of the 526 mothers interviewed, the proportion of institutional delivery was 76%, 95% CI (72.4%-79.7%). The study also found maternal age 25-34 years (AOR=1.89, 95% CI [1.42-3.26]) and 35 years and above (AOR=3.51, 95% CI [1.52-7.85]), monthly income ≥36 USD (AOR=2.22, 95% CI [1.12-4.13]), being multiparity (AOR=1.98, 95% CI [1.08-3.62]), having ANC visit (AOR=10.5, 95% CI [6.76-28.3]), knowledge of pregnancy danger signs (AOR=5.51, 95% CI [3.46-10.2]) and experience of pregnancy danger signs (AOR=3.86, 95% CI [2.67-7.29]) were significantly associated with institutional delivery. CONCLUSION The utilization of institutional delivery service among mothers in the study area was good. But, more effort is needed to increase service utilization to 100%. The provision of the continuous house to house health education regarding institutional delivery is an important segment of intervention that can be done through health extension workers. Besides, counseling mothers on the importance of institutional delivery by health professionals at each ANC follow-up visit plays paramount importance.
Collapse
Affiliation(s)
- Tewodros Yosef
- Department of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Teferi, Ethiopia
| |
Collapse
|