1
|
Odjesa E, Okonofua FE. An empirical analysis of the demand for family planning satisfied by modern methods among married or in-union women in Nigeria: Application of multilevel binomial logistic modelling technique. PLoS One 2024; 19:e0300744. [PMID: 38512904 PMCID: PMC10956820 DOI: 10.1371/journal.pone.0300744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 03/03/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Given the health and economic benefits of family planning (FP), Nigeria's very low demand for FP satisfied by modern methods (mDFPS) of less than 50% is therefore a major public health concern, especially considering the global target aimed at achieving an mDFPS of at least 75% by year 2030 for all countries. In view of this, together with recognising the possible contextual nature of health outcomes, this study aimed to empirically analyse the mDFPS among married or in-union women of reproductive age (WRA) in Nigeria. MATERIALS AND METHODS A multilevel binomial logistic model with two levels of analysis was used: individual and community levels. Secondary cross-sectional data were obtained from the 2018 Nigeria Demographic and Health Survey, and analyses were performed using Stata 15.0. The analytical sample size was 9,122 WRA nested in a total of 1,072 communities. RESULTS The mDFPS was approximately 31.0%. The median odds ratio (MOR) estimated from the final multilevel model was 2.245, which was greater than the adjusted odds ratio (aOR) for most of the individual-level variables, suggesting that the unexplained/residual between-community variation in terms of the odds of women having their mDFPS was more relevant than the regression effect of most of the individual-level variables. This was with the exception of the regression effects of the following individual-level variables: women's husbands that had higher education level in comparison to their counterparts who had husbands with no formal education (aOR = 2.539; 95% CI = 1.896 to 3.399; p<0.001); and women from the Yoruba ethnic group in comparison to their counterparts from the Hausa/Fulani/Kanuri ethnic group (aOR = 2.484; 95% CI = 1.654 to 3.731; p value<0.001). However, other individual-level variables with positive statistically significant regression effects on mDFPS were: women who mentioned that money for accessing health care was not a problem; women's empowerment in relation to the visitation of family and relatives; and women being exposed to FP messages through various media sources, all in comparison to their respective counterparts. On the other hand, at the community level, women in communities where a high percentage of them had at least a secondary education had statistically significant greater odds of having mDFPS than women in communities with lower education levels (aOR = 1.584; 95% CI = 1.259 to 1.991; p<0.001). We found similar findings regarding women residing in communities with exposure to FP messages through various media sources. However, using the 80% interval ORs (80% IORs) as a supplemental statistical measure for further understanding the regression effects of community-level variables showed that all of the 80% IORs had a value of '1', signifying considerable uncertainty in the regression effects of all community-level variables due to the substantial residual variation existing between communities. CONCLUSIONS Our study showed that to achieve the dire increase in mDFPS in Nigeria, policy interventions aimed at improving the education level of both females and males, especially beyond the secondary school level, should be implemented. Additionally, all of the various media sources should be extensively utilised, both at the individual and the community level, by the Nigerian government to spread information on the importance of women having their mDFPS.
Collapse
Affiliation(s)
- Emomine Odjesa
- Centre of Excellence in Reproductive Health Innovation (CERHI), University of Benin, Benin City, Edo State, Nigeria
| | - Friday Ebhodaghe Okonofua
- Centre of Excellence in Reproductive Health Innovation (CERHI), University of Benin, Benin City, Edo State, Nigeria
- Department of Obstetrics and Gynaecology, University of Benin, University of Benin Teaching Hospital, Benin City, Edo State, Nigeria
- Women’s Health and Action Research Centre (WHARC), Benin City, Edo State, Nigeria
| |
Collapse
|
2
|
Kuria-Ndiritu S, Karanja S, Mubita B, Kapsandui T, Kutna J, Anyona D, Murerwa J, Ferguson L. Impact of the COVID-19 pandemic and policy response on access to and utilization of reproductive, maternal, child and adolescent health services in Kenya, Uganda and Zambia. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002740. [PMID: 38271454 PMCID: PMC10810520 DOI: 10.1371/journal.pgph.0002740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 11/29/2023] [Indexed: 01/27/2024]
Abstract
Global health crises can negatively impact access to and utilisation of essential health services. Access to and utilisation of reproductive health services were already challenged in Sub-Saharan Africa with the COVID-19 pandemic further complicating the critical situation. This cross-sectional qualitative study aimed to assess the impact of the COVID-19 pandemic and policy responses to it on the access to, and utilization of reproductive, maternal, child and adolescent health services in Kenya, Uganda, and Zambia. It sought to explore the perspectives of women of reproductive age (18-49), frontline health workers and government representatives, all from geographies that are under-researched in this context. Using purposive sampling, key informant and in-depth interviews were carried out with 63 participants across the three countries between November 2020 and February 2021. The study population included women of reproductive age (18-49 years), front-line health service providers, and government representatives We established that COVID-19 and the policy response to it affected access to and utilization of services in the three countries, the most affected being antenatal care, delivery, family planning, and immunization services. Women reported not accessing the health facilities for various reasons. Barriers to access and utilization of services cut across all the socioecological levels. Movement restrictions, particularly in Uganda where they were most severe, and fear of contracting COVID-19 at health facilities were the most reported barriers. Weak structures at community level and inadequate supply of commodities in health facilities exacerbated the situation. Mitigation factors were put in place at different levels. There is need to strengthen the health system, particularly the supply chain and to have services closer to the community to enhance access to and utilisation of services at all times and particularly during crises such as the Covid-19 pandemic.
Collapse
Affiliation(s)
| | | | | | | | - John Kutna
- Amref Health Africa in Kenya, Nairobi, Kenya
| | - Dona Anyona
- Amref Health Africa, Headquarters, Nairobi, Kenya
| | | | - Laura Ferguson
- Institute on Inequalities in Global Health, University of Southern California, Los Angeles, California, United States of America
| |
Collapse
|
3
|
Essendi H, Scott K, McAdam L, Momanyi H, Mutuku R, Mwangome P, Rothschild CW, Were C, Keller B, Gibbs S, Mohammed H. Task shifting and community engagement as the keys to increasing access to modern contraception: Findings from mixed methods operational research in coastal Kenya. J Eval Clin Pract 2023; 29:1380-1394. [PMID: 37347513 DOI: 10.1111/jep.13889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 05/19/2023] [Accepted: 05/26/2023] [Indexed: 06/23/2023]
Abstract
RATIONALE Kilifi County, Kenya, has a modern contraceptive prevalence of 44%, compared to the national prevalence of 61%. In 2018, the Government of Kenya and Population Services Kenya implemented a pilot project in Kilifi to improve contraceptive awareness and access. AIMS AND OBJECTIVES The Riziki Demonstration Project task shifted contraceptive injectable and implant provision to community health extension workers (CHEWs) and supported community engagement led by community health volunteers (CHVs). This mixed methods evaluation examined the effect of Riziki on contraceptive service provision and identified drivers of the intervention's success in increasing public sector contraceptive uptake. METHOD We obtained monthly contraceptive service provision data from DHIS2 for intervention and comparison facilities from June 2018 to July 2020. Controlled interrupted time series analyses were used to assess difference-in-differences effects on the levels and trends in service provision. Qualitative data included key informant interviews with health workers, community-based focus group discussions and contraceptive journey mapping. Topics included contraception-related shifts in the health system and social environment and changes to contraceptive accessibility and demand. RESULTS We found positive difference-in-differences effects for levels of provision for implant (adj. β = 7.4 per month, per facility, 95% confidence interval [CI]: 2.8-12.0) and all methods combined (adj. β = 12.2, 95% CI: 3.0-21.3). The health system provided a legal framework and management support for the pilot. Community engagement by CHVs and CHEWs, including with men and religious leaders, bolstered supportive social norms by emphasizing birth spacing and family wellbeing. Awareness and supportive social norms were strengthened among women and their husbands through counselling that leveraged CHEW and CHV community embeddedness. CONCLUSION Findings demonstrate the potential for task sharing combined with community engagement efforts to improve contraceptive awareness, knowledge and supply. Community engagement should include men, traditional leaders and other influencers to strengthen norms that position family planning in alignment with community values.
Collapse
Affiliation(s)
| | - Kerry Scott
- Independent Research Consultant, Toronto, Canada
| | | | | | - Rachel Mutuku
- Population Services International, Washington, District of Columbia, USA
| | | | | | | | - Brett Keller
- Population Services International, Washington, District of Columbia, USA
| | - Susannah Gibbs
- Population Services International, Washington, District of Columbia, USA
| | - Hambulle Mohammed
- Division of Reproductive and Maternal Health, Ministry of Health, Nairobi, Kenya
| |
Collapse
|
4
|
Beyene KM, Bekele SA, Abu MK. Factors affecting utilization of modern contraceptive methods among women of reproductive age in Ethiopia. PLoS One 2023; 18:e0294444. [PMID: 37972013 PMCID: PMC10653405 DOI: 10.1371/journal.pone.0294444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 11/02/2023] [Indexed: 11/19/2023] Open
Abstract
INTRODUCTION Modern contraceptive use is important for improving health and socioeconomic outcomes, but Ethiopia is among the lowest-using countries. Therefore, this study aimed to determine factors affecting modern contraceptive use among women of reproductive age in Ethiopia. METHODS This population-based cross-sectional study used data obtained from the 2019 Ethiopia Mini Demographic and Health Survey (EMDHS). A total of 8,885 reproductive-age women were included in the analysis. A weighted generalized estimating equation approach was used to account for the clustering and weighting effects in the assessment of associations between modern contraceptive usage and socioeconomic and demographic variables. RESULTS Modern contraceptive use among women of reproductive age in Ethiopia is low (28%). Prevalence is highest among women aged 25-34 (40.11%), with higher education (30.97%), who are Orthodox Christians (31.67%), married (40.40%), middle wealth index (31.70%), female-headed households (31.42%), with 1-3 living children (44.85%), who headed by under 31 years old (40.07%), and in the Amhara region (34.45%). In the generalized estimating equation analysis, women aged 35-44 and over 45, Muslims, households heads aged 41-50 and over 50, and in female-headed households were less likely to use modern contraceptives, while women with primary, secondary, and higher education, married, middle and rich wealth index, and with 1-3 and more living children were more likely to use modern contraceptive than their counterparts (reference group) and were statistically significant. CONCLUSION Modern contraceptive use is notably low among women of reproductive age in Ethiopia. Factors such as age, women's educational level, religion, marital status, number of living children, wealth status, gender and age of household head, and region were identified as significant factors associated with modern contraceptive use. Therefore, to increase modern contraceptive use, governmental and non-governmental organizations should invest in women's education and financial empowerment and raise awareness about the benefits of modern contraceptives, especially among older, unmarried, financially poor, elderly-led households, with few living children, and uneducated women.
Collapse
Affiliation(s)
- Kassu Mehari Beyene
- Department of Statistics, College of Natural Sciences, Wollo University, Dessie, Ethiopia
| | - Sara Abera Bekele
- Department of Statistics, College of Natural Sciences, Wollo University, Dessie, Ethiopia
| | - Meseret Kassahun Abu
- Department of Statistics, College of Natural Sciences, Wollo University, Dessie, Ethiopia
| |
Collapse
|
5
|
Missed opportunities for family planning counselling among postpartum women in eleven counties in Kenya. BMC Public Health 2022; 22:253. [PMID: 35135514 PMCID: PMC8822701 DOI: 10.1186/s12889-022-12623-0] [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: 12/30/2020] [Accepted: 01/18/2022] [Indexed: 11/17/2022] Open
Abstract
Background Mothers may access medical facilities for their babies and miss opportunities to access family planning (FP) services. This study was undertaken to describe missed opportunities for FP among women within the extended (0–11 months) postpartum period from counties participating in Performance Monitoring and Accountability 2020 (PMA2020) surveys. Design and setting This study analysed cross-sectional household survey data from 11 counties in Kenya between 2014 and 2018. PMA2020 uses questions extracted from the Demographic and Health survey (DHS) and DHS definitions were used. Multivariable logistic regression was used for inferential statistics with p-value of < 0.05 considered to be significant. Participants Women aged 15-49 years from the households visited. Primary outcome measure Missed opportunity for family planning/contraceptives (FP/C) counselling. Results Of the 34,832 women aged 15-49 years interviewed, 10.9% (3803) and 10.8% (3746) were in the period 0–11 months and 12–23 months postpartum respectively, of whom, 38.8 and 39.6% respectively had their previous pregnancy unintended. Overall, 50.4% of women 0-23 months postpartum had missed opportunities for FP/C counselling. Among women who had contact with health care at the facility, 39.2% of women 0-11 months and 44.7% of women 12-23 months had missed opportunities for FP/C counselling. Less than half of the women 0-11 months postpartum (46.5%) and 64.5% of women 12 – 23 months postpartum were using highly efficacious methods. About 27 and 18% of the women 0-11 months and 12 – 23 months postpartum respectively had unmet need for FP/C. Multivariable analysis showed that being low parity and being from the low wealth quintile significantly increased the odds of missed opportunities for FP/C counselling among women in the extended postpartum period, p < 0.05. Conclusions A large proportion of women have missed opportunities for FP/C counselling within 2 years postpartum. Programs should address these missed opportunities. Supplementary Information The online version contains supplementary material available at 10.1186/s12889-022-12623-0.
Collapse
|
6
|
Akoth C, Oguta JO, Kyololo OM, Nyamu M, Ndirangu MN, Gatimu SM. Factors Associated With the Utilisation and Unmet Need for Modern Contraceptives Among Urban Women in Kenya: A Cross-Sectional Study. Front Glob Womens Health 2022; 2:669760. [PMID: 34977861 PMCID: PMC8716368 DOI: 10.3389/fgwh.2021.669760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 11/17/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Family planning (FP) is a key intervention in improving maternal and child health. Hence, we assessed the factors associated with utilisation and unmet need for modern contraceptives among urban women in Kenya. Methods: The study used pooled data on 10,474 women 15–49 years from the seven rounds of the performance monitoring for accountability surveys collected between 2014 and 2018. The surveys were conducted in 11 of the 47 counties of Kenya using a multistage cluster design. Sample characteristics were described using frequencies and percentages while factors associated with utilisation and unmet need for modern contraceptives were assessed using multivariable logistic regressions. Results: The prevalence of modern contraceptives use and unmet need for FP among urban women in Kenya was 53.7% [95% confidence interval (CI) 52.1–55.3%] and 16.9% (15.8–18.1%), respectively. The use of modern contraceptive was associated with the county of residence, age, marital status, parity, education, household wealth quintile, exposure to media, and survey year. Teenagers, poorest urban women, women with no formal or primary level of education and those who seek services at a dispensary or health centres had higher odds of unmet need for FP while women who resided in Kitui and Nyamira counties had reduced odds of unmet need for FP. The odds of unmet need decreased with the survey year while that of modern contraceptive use had an inverse trend. Conclusion: Overall modern contraceptive use in urban areas is lower than the national average while the unmet need for FP is higher than national average, highlighting a potential urban-rural disparity in FP indicators in Kenya. Individual sociodemographic and socioeconomic and contextual factors are associated with the use of modern contraceptive and unmet need for FP among urban women in Kenya. Urban family planning policies and programmes in Kenya need to focus on strengthening urban healthcare systems to provide equal and accessible FP services, especially targeted towards teenagers and young women and those of low socioeconomic status.
Collapse
Affiliation(s)
- Catherine Akoth
- Institute of Tropical and Infectious Diseases, Faculty of Health Sciences, University of Nairobi, Nairobi, Kenya
| | - James Odhiambo Oguta
- School of Health and Related Research, University of Sheffield, Sheffield, United Kingdom.,Health Section, UNICEF, Eastern and Southern Africa Regional Office, Nairobi, Kenya
| | | | - Martin Nyamu
- Institute of Tropical and Infectious Diseases, Faculty of Health Sciences, University of Nairobi, Nairobi, Kenya
| | | | - Samwel Maina Gatimu
- School of Economics, University of Nairobi, Nairobi, Kenya.,Diabetic Foot Foundation of Kenya, Nairobi, Kenya
| |
Collapse
|