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Nambile Cumber S, Williams A, Elden H, Bogren M. Fathers' involvement in pregnancy and childbirth in Africa: an integrative systematic review. Glob Health Action 2024; 17:2372906. [PMID: 38993149 PMCID: PMC11249146 DOI: 10.1080/16549716.2024.2372906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 06/24/2024] [Indexed: 07/13/2024] Open
Abstract
BACKGROUND As notions of masculinity evolve globally, it is important to understand their dimensions within geographic regions and life contexts. African men's involvement in their partners'pregnancy and childbirth has been explored to a limited extent in the peer-reviewed literature. This analysis provides a comprehensive examination of the existing literature on the diverse experiences of fathers across the African continent. AIM This study aims to provide an overview of fathers' experience of involvement in their partners' pregnancies andchildbirth in Africa. METHODS A systematic integrative literature review guided the process. The review comprised problem identification, literature search, data evaluation, data analysis and presentation of results. Systematic searches were conducted in the Cinahl, PubMed and Scopus databases. RESULTS The search identified 70 articles of which 31, relating to 11 African countries, were used. Of these, 20 were qualitative, 9 were quantitative and 2 were mixed-methods studies. Men's alienation from health services, and traditional gender norms that discourage fathers' supportive role during pregnancy were prevalent themes. Financial pressures also dominated fathers'experiences. At the same time, in 18 studies fathers expressed motivation to be involved partners and supportive fathers, despite stigma and exclusion from maternity services. CONCLUSION This integrative review shows that fathers' experiences of their involvement in their partners' pregnancy and childbirth across African countries are influenced by multiple factors. While unwelcoming health services, traditional gender norms, and low income are barriers to male involvement, education, younger age, and modern gender norms are associated with greater male involvement.
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Affiliation(s)
- Samuel Nambile Cumber
- Institute of Health and Care Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Helen Elden
- Institute of Health and Care Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Malin Bogren
- Institute of Health and Care Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Alsager A, McCann JK, Bhojani A, Joachim D, Joseph J, Gibbs A, Kabati M, Jeong J. "Good fathers": Community perceptions of idealized fatherhood and reported fathering behaviors in Mwanza, Tanzania. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0002587. [PMID: 38990961 PMCID: PMC11238964 DOI: 10.1371/journal.pgph.0002587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 06/14/2024] [Indexed: 07/13/2024]
Abstract
Globally, perceptions of idealized fatherhood have been expanding beyond men's breadwinning roles to also value men's engagement in nurturing care. While fathers' caregiving behaviors are increasing, most childcare activities are still largely performed by mothers. In this study, we unpacked community members' beliefs about the meaning of "good fathers" and explored the degree to which these values aligned with the main caregiving behaviors reported about fathers with young children under age 2 years in Mwanza, Tanzania. Qualitative data were collected as part of a broader formative research study for which we conducted in-depth interviews with 29 fathers, 23 mothers, 4 village leaders and 4 community health workers as well as 3 focus group discussions with fathers, 2 with mothers, and 6 with both fathers and mothers combined. For this secondary data analysis, we used a grounded theory approach combined with thematic content analysis to investigate the nature of fatherhood. We discovered four key ideals associated with "good fathers": fathers as providers, nurturers, supportive partners, and authoritarians. The primary ideal of fathers as breadwinners was strongly aligned with the main reported practice of fathers trying hard to financially providing for their families. However, paternal behaviors reflecting ideals of fathers as nurturers and supportive partners were less practiced. Although ideals towards good fathers as authoritarian were least explicitly valued, many fathers were reported as engaging in controlling behaviors and using violence. The links between fatherhood ideals and behaviors was influenced by various factors, including poverty, men's limited time availability at home, and restrictive gender norms. Overall, our results reveal some alignment but also inconsistencies between the ideal version of fatherhood and commonly reported paternal practices. These discrepancies highlight the need for further investigation into the underlying factors that both enable and constrain the links between fatherhood ideals and behaviors. Our study results have important implications for the design of interventions that seek to enhance fatherhood to improve the development and wellbeing of children and families.
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Affiliation(s)
- Alya Alsager
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States of America
- Department of Social and Behavioral Sciences, College of Public Health, Kuwait University, Kuwait City, Kuwait
| | - Juliet K McCann
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Alina Bhojani
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Damas Joachim
- Tanzania Home Economics Organization, Mwanza, Tanzania
| | | | - Andrew Gibbs
- Faculty of Health and Life Sciences, Department of Psychology, University of Exeter, Exeter, United Kingdom
- Institute for Global Health, University College London, London, United Kingdom
- Gender and Health Research Institute, South African Medical Research Council, Pretoria, South Africa
- Centre for Rural Health, School of Nursing and Public Health, University of KwaZulu-Natal, Durban, South Africa
| | - Mary Kabati
- Tanzania Home Economics Organization, Mwanza, Tanzania
| | - Joshua Jeong
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
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Ahun MN, Bliznashka L, Karuskina-Drivdale S, Regina G, Yousafzai AK, Jeong J. A qualitative study of maternal and paternal parenting knowledge and practices in rural Mozambique. BMC Public Health 2024; 24:1778. [PMID: 38961411 PMCID: PMC11223379 DOI: 10.1186/s12889-024-19291-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/27/2024] [Indexed: 07/05/2024] Open
Abstract
BACKGROUND Providing nurturing care for young children is essential for promoting early child development (ECD). However, there is limited knowledge about how mothers and fathers across diverse contexts in sub-Saharan Africa care for their children and from whom they receive guidance and support in their caregiving roles. We aimed to examine caregivers' nurturing care practices and sources of parenting knowledge in rural Mozambique. METHODS This is a secondary analysis using data from a qualitative evaluation of a pilot intervention to improve nurturing care for early child health and development within existing health systems. The evaluation was conducted across three primary care health facilities and their catchment areas in Nampula province, Mozambique. For this study, we analyzed data from in-depth interviews conducted with 36 caregivers (32 mothers and 4 fathers) to investigate mothers' and fathers' daily caregiving experiences. Data were analyzed using thematic content analysis. RESULTS Caregivers described various caregiving roles relating to general caregiving of young children (e.g., feeding, bathing, caring for child's health) and stimulation (e.g., play and communication) activities. Mothers more commonly engaged in general caregiving activities than fathers, whereas both mothers and fathers engaged in stimulation activities. Other family members, including siblings, grandparents, and aunts/uncles, were also actively engaged in general caregiving activities. With respect to sources of parenting knowledge, caregivers received parenting guidance and support primarily from their own mothers/parents and facility-based health providers. CONCLUSIONS These findings highlight the importance of adopting a holistic approach involving caregivers and their context and reveal potential strategies to promote caregiving and ECD in rural Mozambique and similar contexts.
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Affiliation(s)
- Marilyn N Ahun
- Department of Medicine, Faculty of Medicine and Health Sciences, McGill University, Montréal, H4A 2S5, 5252 boulevard de Maisonneuve, 2nd Floor, Canada.
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA, MA.
- Department of Social and Preventive Medicine, Université de Montréal School of Public Health, Montréal, Canada, QC.
| | - Lilia Bliznashka
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA, MA
- International Food Policy Research Institute, Washington D.C., USA
| | | | | | - Aisha K Yousafzai
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA, MA
| | - Joshua Jeong
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, USA, MA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, USA
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McCann JK, Freire S, de Oliveira CVR, Ochieng M, Jeong J. Father involvement is a protective factor for maternal mental health in Western Kenya. SSM - MENTAL HEALTH 2024; 5:100318. [PMID: 38910840 PMCID: PMC11192501 DOI: 10.1016/j.ssmmh.2024.100318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024] Open
Abstract
Depression is a major global health concern especially among mothers of young children in low- and middle-income countries (LMICs). While various risk and protective factors have been well-established, the role of fathers in potentially mitigating maternal depression remains understudied. This study aimed to investigate the association between father involvement and maternal depressive symptoms in rural Western Kenya. We used cross-sectional baseline data collected in February-March 2023 from a cluster-randomized controlled trial evaluating the effectiveness of a community-based parenting program for improving early childhood development. Primary caregivers with children 0-18 months of age were enrolled into the trial across 51 villages in Nyamira and Vihiga counties. We analyzed data from 413 mothers who were in a relationship with a male partner (i.e., father of the young child). Maternal depressive symptoms were measured using the CESD-10. Father involvement was reported using a multidimensional measure of men's engagement in childcare activities, household chores, early learning activities, and affection towards their child. We used multilevel regression models to estimate the adjusted associations between father involvement (overall score and by specific domains) and maternal depressive symptoms. We also conducted exploratory subgroup analyses to assess whether this association differed by child age. Overall, greater father involvement was associated with fewer maternal depressive symptoms. Specifically, fathers' engagement in household chores and childcare activities had the strongest protective associations. Exploratory subgroup analyses revealed larger associations for mothers with younger children under 6 months. Our findings suggest that father involvement is a protective factor for maternal mental health. Engaging fathers in early childhood interventions and encouraging men's involvement in caregiving activities may potentially benefit maternal well-being.
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Affiliation(s)
- Juliet K. McCann
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, USA
| | - Silvana Freire
- Steinhardt School of Culture, Education and Human Development, New York University, New York, USA
| | | | | | - Joshua Jeong
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, USA
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Jeong J, McCann JK, Joachim D, Ahun MN, Kabati M, Kaaya S. Fathers' mental health and coping strategies: a qualitative study in Mwanza, Tanzania. BMJ Open 2024; 14:e080933. [PMID: 38417960 PMCID: PMC10900361 DOI: 10.1136/bmjopen-2023-080933] [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: 10/14/2023] [Accepted: 02/02/2024] [Indexed: 03/01/2024] Open
Abstract
OBJECTIVES To investigate the nature of paternal mental health problems, their causes and the coping strategies used by fathers of young children under the age of 2 years. DESIGN AND SETTING We conducted in-depth interviews with fathers, mothers, community leaders and community health workers as well as focus group discussions with fathers-only, mothers-only and mixed groups of fathers and mothers. Respondents provided their perspectives on the psychosocial challenges affecting fathers and how fathers responded to their mental health problems. Data were triangulated across stakeholders and analysed using thematic content analysis. SETTING The study was conducted in four communities in Mwanza, Tanzania. PARTICIPANTS The total sample included 56 fathers, 56 mothers and 8 community stakeholders that were equally distributed across the four communities. RESULTS Respondents highlighted a spectrum of mental health concerns affecting fathers, including elevated parenting stress, depressive symptoms, and anxiety. Causes of paternal mental health problems included poverty, child-related concerns, marital problems and family illness. When asked about paternal coping strategies, both fathers and mothers shared that fathers mostly turned to negative coping strategies to manage their distress, such as paternal alcohol use and poor conflict resolution strategies. However, respondents also shared how some fathers used positive coping strategies, such as seeking out social support from their family and friends, engaging in exercise and leisure activities and relying on their faith. CONCLUSIONS Overall, this study highlights the importance of supporting positive mental health among fathers. Our findings can inform the design of psychosocial programme components that can be integrated within parenting interventions to promote the well-being of specifically fathers and ultimately improve the family caregiving environment.
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Affiliation(s)
- Joshua Jeong
- Hubert Department of Global Health and Population, Emory University, Atlanta, Georgia, USA
| | - Juliet K McCann
- Hubert Department of Global Health and Population, Emory University, Atlanta, Georgia, USA
| | - Damas Joachim
- Tanzania Home Economics Organization, Mwanza, Tanzania, United Republic of
| | - Marilyn N Ahun
- Department of Global Health and Population, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
- Department of Medicine, McGill University, Montréal, Québec, Canada
| | - Mary Kabati
- Tanzania Home Economics Organization, Mwanza, Tanzania, United Republic of
| | - Sylvia Kaaya
- Department of Psychiatry and Mental Health, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania, United Republic of
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Mhango P, Nyondo-Mipando AL. Factors influencing fathers' involvement in the care of hospitalized preterm newborns in Balaka, Malawi. BMC Pediatr 2023; 23:432. [PMID: 37644490 PMCID: PMC10463498 DOI: 10.1186/s12887-023-04253-1] [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: 07/14/2022] [Accepted: 08/17/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Malawi has one of the highest incidences of premature birth, with twice the mortality compared to full-term. Excluding fathers from preterm newborn care has negative consequences, including father feeling powerless, missed bonding opportunities with the newborn, additional strain on the mother, and negative family dynamics such as breakdown in communication, reduced trust, and strained relationships. In Malawi, there is no deliberate policy to have fathers involved in preterm care despite having high incidence of preterm birth and neonatal mortality. There is also limited literature on the factors that influence fathers' involvement in the care. The aim of the study was to explore factors influencing fathers' involvement in the care of hospitalized preterm newborns. METHODS A descriptive qualitative study design was used, guided by Theory of planned behaviour and the model proposed by Lamb on male involvement. Sixteen in-depth interviews were conducted with fathers of preterm infants purposively and conveniently sampled in June 2021. Interviews were digitally recorded and transcribed verbatim. Data were organized and analyzed using Nvivo software and thematic analysis approach was used because the approach allows deeper understanding of the data, identification of patterns and themes, and provides rich insights into participants' experiences and perspectives. RESULTS The barriers and facilitators that influence a father's involvement in the care of preterm newborn babies include: perceived difficulty with care activities and benefits of involvement, gender roles and socio-cultural beliefs, work and other family responsibilities, social support, baby's physical appearance/nature and health status, feedback from the baby, multiple births, and hospital's physical environment and provision of basic needs. CONCLUSION The study found that fathers value their involvement in caring for hospitalized preterm newborns but face barriers. Evidence-based interventions like education programs, training sessions, and support groups can help fathers overcome barriers and promote better outcomes for infants and families.
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Affiliation(s)
- Patani Mhango
- Department of Health Systems and Policy, School of Global and Public Health, Kamuzu University of Health Sciences (KUHeS), Private Bag 360, Blantyre, Malawi.
- Centre for Reproductive Health, Kamuzu University of Health Sciences (KUHeS), Private Bag 360, Blantyre, Malawi.
| | - Alinane Linda Nyondo-Mipando
- Department of Health Systems and Policy, School of Global and Public Health, Kamuzu University of Health Sciences (KUHeS), Private Bag 360, Blantyre, Malawi
- Maternal and Fetal Health Group, Malawi Liverpool Wellcome Programme, Blantyre, Malawi
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Jeong J, McCann JK, Alsager A, Bhojani A, Andrew N, Joseph J, Ahun MN, Kabati M, Joachim D. Formative research to inform the future design of a multicomponent fatherhood intervention to improve early child development in Mwanza, Tanzania. Soc Sci Med 2023; 331:116072. [PMID: 37459822 PMCID: PMC10753856 DOI: 10.1016/j.socscimed.2023.116072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/27/2023] [Accepted: 07/02/2023] [Indexed: 07/29/2023]
Abstract
Fathers can influence child development through various pathways, such as via their caregiving behaviors, marital relationships, and their psychosocial wellbeing. However, few parenting interventions have been designed to target these multiple dimensions among fathers with young children in low- and middle-income countries. In June 2022, we conducted qualitative formative research to explore the perceptions surrounding fatherhood and the underlying barriers and enablers to engaged fathering in Mwanza, Tanzania. We completed individual in-depth interviews with 29 fathers and 23 mothers of children under aged 2 years along with 5 community leaders and 3 community health workers. We also completed 10 focus group discussions: 4 with fathers, 2 with mothers, and 4 mixed groups that combined both fathers and mothers. In total, the sample included 120 respondents stratified from across 4 study communities. Data were analyzed using thematic content analysis. Respondents highlighted that poor couples' relationships (e.g., limited male partner support, male dominance in decision-making) and fathers' mental health problems (e.g., parenting stress) were major priorities affecting fathers. Father involvement in parenting, childcare, and household activities were generally low. These dimensions of fatherhood were interlinked (e.g., poor paternal mental health constrained marital relationships and parenting). A constellation of determinants impacted engaged fathering. Common barriers included poverty, restrictive gender attitudes and norms, men's limited time at home, and inadequate knowledge about caregiving. Key enablers included mutual respect in marital relationships and men's desires to show their love for their families. Our results highlight the cultural relevance and the need for multicomponent strategies that jointly target fathers' caregiving, marital relationships, and psychosocial wellbeing for enhancing nurturing care and promoting early child development in Tanzania. Study findings can be used to inform the design of a future father-inclusive, gender-transformative parenting intervention for engaging and supporting fathers with young children in the local cultural context.
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Affiliation(s)
- Joshua Jeong
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Juliet K McCann
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA; Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alya Alsager
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alina Bhojani
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ngusa Andrew
- Tanzania Home Economics Organization, Mwanza, Tanzania
| | | | - Marilyn N Ahun
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Mary Kabati
- Tanzania Home Economics Organization, Mwanza, Tanzania
| | - Damas Joachim
- Tanzania Home Economics Organization, Mwanza, Tanzania
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Jeong J, Sullivan EF, McCann JK, McCoy DC, Yousafzai AK. Implementation characteristics of father-inclusive interventions in low- and middle-income countries: A systematic review. Ann N Y Acad Sci 2023; 1520:34-52. [PMID: 36482863 PMCID: PMC9974925 DOI: 10.1111/nyas.14941] [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: 12/13/2022]
Abstract
Although prior reviews have documented the effectiveness of engaging male caregivers in early childhood interventions, little is known about how these interventions have been designed and implemented to reach, engage, and support male caregivers in low-resource global settings. We searched five bibliographic databases for intervention studies that engaged male caregivers to improve nurturing care for children under 5 years of age in low- and middle-income countries. Forty-four articles met the inclusion criteria, which represented 33 interventions. Fathers specifically were the most common type of male caregivers targeted in these interventions. The majority of interventions invited fathers to participate alongside their female partners. Community-based peer-groups were the most common delivery model. Most interventions used the same program structure for fathers as applied to mothers, with few considering whether implementation adaptations were needed for men. Intervention curricula were multicomponent and largely targeted child nutrition, health, and couples' relationships. A minority of programs addressed parenting, psychosocial wellbeing, violence prevention, gender attitudes, or economic support. Behavior change techniques were limited to interactive counseling and peer learning. Male caregivers remain missing from caregiving interventions for young children. A greater focus on implementation research can inform better inclusion, engagement, and support for male caregivers in nurturing care interventions.
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Affiliation(s)
- Joshua Jeong
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | | | - Juliet K McCann
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Dana C McCoy
- Harvard Graduate School of Education, Cambridge, Massachusetts, USA
| | - Aisha K Yousafzai
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
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Dulal S, Saville NM, Merom D, Giri K, Prost A. Exploring the feasibility of integrating health, nutrition and stimulation interventions for children under three years in Nepal's health system: A qualitative study. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001398. [PMID: 37115747 PMCID: PMC10146516 DOI: 10.1371/journal.pgph.0001398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 04/11/2023] [Indexed: 04/29/2023]
Abstract
Community-based primary care settings are a potential entry point for delivering Early Childhood Development (ECD) interventions in Nepal. Past studies have suggested that integrating stimulation with nutrition interventions is an effective way to deliver multiple benefits for children, but there is limited knowledge of how to do this in Nepal. We conducted a qualitative study in Nepal's Dhanusha district to explore how stimulation interventions for early learning could be integrated into existing health and nutrition programmes within the public health system. Between March and April 2021, we completed semi-structured interviews with caregivers (n = 18), health service providers (n = 4), district (n = 1) and national stakeholders (n = 4), as well as policymakers (n = 3). We also carried out focus group discussions with Female Community Health Volunteers (FCHVs) (n = 2) and health facility operation and management committee members (n = 2). We analysed data using the framework method. Respondents were positive about introducing stimulation interventions into maternal and child health and nutrition services. They thought that using health system structures would help in the implementation of integrated interventions. Respondents also highlighted that local governments play a lead role in decision-making but must be supported by provincial and national governments and external agencies. Key factors impeding the integration of stimulation into national programmes included a lack of intersectoral collaboration, poor health worker competency, increased workload for FCHVs, financial constraints, a lack of prioritisation of ECD and inadequate capacity in local governments. Key barriers influencing the uptake of intervention by community members included lack of knowledge about stimulation, caregivers' limited time, lack of paternal engagement, poverty, religious or caste discrimination, and social restrictions for newlywed women and young mothers. There is an urgent need for an effective coordination mechanism between ministries and within all three tiers of government to support the integration and implementation of scalable ECD interventions in rural Nepal.
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Affiliation(s)
- Sophiya Dulal
- Western Sydney University, School of Health Sciences, Sydney, Australia
| | | | - Dafna Merom
- Western Sydney University, School of Health Sciences, Sydney, Australia
| | - Kalpana Giri
- Health Research and Development Forum, Kathmandu, Nepal
| | - Audrey Prost
- UCL Institute for Global Health, London, United Kingdom
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McIntyre NA. Access to online learning: Machine learning analysis from a social justice perspective. EDUCATION AND INFORMATION TECHNOLOGIES 2022; 28:3787-3832. [PMID: 36210911 PMCID: PMC9530424 DOI: 10.1007/s10639-022-11280-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 08/04/2022] [Indexed: 06/16/2023]
Abstract
Access to education is the first step to benefiting from it. Although cumulative online learning experience is linked academic learning gains, between-country inequalities mean that large populations are prevented from accumulating such experience. Low-and-middle-income countries are affected by disadvantages in infrastructure such as internet access and uncontextualised learning content, and parents who are less available and less well-resourced than in high-income countries. COVID-19 has exacerbated the global inequalities, with girls affected more than boys in these regions. Therefore, the present research mined online learning data to identify features that are important for access to online learning. Data mining of 54,842,787 initial (random subsample n = 5000) data points from one online learning platform was conducted by partnering theory with data in model development. Following examination of a theory-led machine learning model, a data-led approach was taken to reach a final model. The final model was used to derive Shapley values for feature importance. As expected, country differences, gender, and COVID-19 were important features in access to online learning. The data-led model development resulted in additional insights not examined in the initial, theory-led model: namely, the importance of Math ability, year of birth, session difficulty level, month of birth, and time taken to complete a session.
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Affiliation(s)
- Nora A. McIntyre
- Southampton Education School, University of Southampton, Building 32, University Rd, Highfield, Southampton, SO17 1BJ UK
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Jeong J, Bliznashka L, Ahun MN, Karuskina-Drivdale S, Picolo M, Lalwani T, Pinto J, Frey M, Velthauz D, Donco R, Yousafzai AK. A pilot to promote early child development within health systems in Mozambique: a qualitative evaluation. Ann N Y Acad Sci 2022; 1509:161-183. [PMID: 34859451 PMCID: PMC8978755 DOI: 10.1111/nyas.14718] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/08/2021] [Accepted: 10/18/2021] [Indexed: 11/26/2022]
Abstract
Health systems offer unique opportunities for integrating services to promote early child development (ECD). However, there is limited knowledge about the implementation experiences of using health services to target nurturing care and ECD, especially in sub-Saharan Africa. We conducted a qualitative implementation evaluation to assess the delivery, acceptability, perceived changes, and barriers and facilitators associated with a pilot strategy that integrated developmental monitoring, nutritional screening, and early learning and nutrition counseling into the existing health facility, and community-based services for young children in rural Mozambique. We completed individual interviews with caregivers (N = 36), providers (N = 27), and district stakeholders (N = 10), and nine facility observational visits at three primary health facilities in October-November 2020. We analyzed data using thematic content analysis. Results supported fidelity to the intended pilot model and acceptability of nurturing care services. Respondents expressed various program benefits, including strengthened health system capacity and improved knowledge, attitudes, and practices regarding nurturing care and ECD. Government leadership and supportive supervision were key facilitators, whereas health system resource constraints were key barriers. We conclude that health systems are promising platforms for supporting ECD and discuss several programmatic recommendations for enhancing service delivery and maximizing potential impacts on nurturing care and ECD outcomes.
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Affiliation(s)
- Joshua Jeong
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Lilia Bliznashka
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Marilyn N. Ahun
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA
| | | | | | | | | | | | | | | | - Aisha K. Yousafzai
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA
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Ahun MN, Jeong J, Kieffer MP, Mwanyika-Sando M, Yousafzai AK. Maternal and paternal perspectives on parenting stress in rural Tanzania: A qualitative study. SSM - MENTAL HEALTH 2021. [DOI: 10.1016/j.ssmmh.2021.100030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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