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2.
Front Public Health ; 12: 1399472, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39135926

RESUMO

Introduction: High mortality rates for pregnant women and their new-borns are one of Africa's most intractable public health issues today, and Ethiopia is one of the countries most afflicted. Behavioral interventions are needed to increase maternal health service utilizations to improve outcomes. Hence, this trial aimed to evaluate effectiveness of trained religious leaders' engagement in maternal health education on maternal health service utilization. Methods: The study employed a cluster-randomized controlled community trial that included baseline and end-line measurements. Data on end points were gathered from 593 pregnant mothers, comprising 292 and 301 individuals in the intervention and control groups, respectively. In the intervention group, the trained religious leaders delivered the behavioral change education on maternal health based on intervention protocol. Unlike the other group, the control group only received regular maternal health information and no additional training from religious leaders. Binary generalized estimating equation regression analysis adjusted for baseline factors were used to test effects of the intervention on maternal health service utilization. Results: Following the trial's implementation, the proportion of optimal antenatal care in the intervention arm increased by 21.4% from the baseline (50.90 vs. 72.3, p ≤ 0.001) and the proportion of institutional delivery in the intervention group increased by 20% from the baseline (46.1% vs. 66.1%, p ≤ 0.001). Pregnant mothers in the intervention group significantly showed an increase of proportion of PNC by 22.3% from baseline (26% vs. 48.3%, p ≤ 0.001). A statistically significant difference was observed between in ANC4 (AOR = 2.09, 95% CI: 1.69, 2.57), institutional delivery (AOR = 2.36, 95% CI: 1.94, 2.87) and postnatal care service utilization (AOR = 2.26, 95% CI: 1.79, 2.85) between the intervention and control groups. Conclusion: This research indicated that involving religious leaders who have received training in maternal health education led to positive outcomes in enhancing the utilization of maternal health services. Leveraging the influential position of these religious leaders could be an effective strategy for improving maternal health service utilization. Consequently, promoting maternal health education through religious leaders is advisable to enhance maternal health service utilization.Clinical trial registration: [https://clinicaltrials.gov/], identifier [NCT05716178].


Assuntos
Educação em Saúde , Serviços de Saúde Materna , Humanos , Feminino , Etiópia , Adulto , Gravidez , Serviços de Saúde Materna/estatística & dados numéricos , Cuidado Pré-Natal/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Saúde Materna/estatística & dados numéricos , Liderança , Adulto Jovem , Análise por Conglomerados
3.
BMJ Open ; 14(8): e083904, 2024 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-39107031

RESUMO

OBJECTIVE: Low birth weight (LBW) is an important indicator of newborn health and can have long-term implications for a child's development. Spatial exploratory analysis provides a toolkit to gain insight into inequalities in LBW. Few studies in Ghana have explored the spatial distribution of LBW to understand the extent of the problem geographically. This study explores individual and cluster-level distributions of LBW using spatial exploration components for common determinants from nationally representative survey data. DESIGN: We used data from the 2017 Ghana Maternal Health Survey and conducted individual-level and cluster-level analyses of LBW with place and zone of residence in both bivariate and multivariate analyses. By incorporating spatial and survey designs methodology, logistic and Poisson regression models were used to model LBW. SETTING: Ghana. PARTICIPANTS: A total of 4127 women aged between 15 and 49 years were included in the individual-level analysis and 864 clusters corresponding to birth weight. PRIMARY AND SECONDARY OUTCOME MEASURES: Individual and cluster-level distribution for LBW using spatial components for common determinants. RESULTS: In the individual-level analysis, place and zone of residence were significantly associated with LBW in the bivariate model but not in a multivariate model. Hotspot analysis indicated the presence of LBW clusters in the middle and northern zones of Ghana. Compared with rural areas, clusters in urban areas had significantly lower LBW (p=0.017). Clusters in the northern zone were significantly associated with higher LBW (p=0.018) compared with the coastal zones. CONCLUSION: Our findings from choropleth hotspot maps suggest LBW clusters in Ghana's northern and middle zones. Disparities between the rural and urban continuum require specific attention to bridge the healthcare system gap for Ghana's northern and middle zones.


Assuntos
Inquéritos Epidemiológicos , Recém-Nascido de Baixo Peso , Análise Multinível , Análise Espacial , Humanos , Gana/epidemiologia , Feminino , Adulto , Adolescente , Adulto Jovem , Recém-Nascido , Pessoa de Meia-Idade , População Rural/estatística & dados numéricos , Fatores de Risco , Gravidez , Saúde Materna/estatística & dados numéricos , Fatores Socioeconômicos , População Urbana/estatística & dados numéricos , Modelos Logísticos
4.
PLoS One ; 19(8): e0308527, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39146290

RESUMO

BACKGROUND: Nigeria's Maternal, newborn, and child health and nutrition (MNCH+N) outcomes rank among the world's poorest. Engaging traditional and religious leaders shows promise in promoting related behaviors. The Breakthrough ACTION/Nigeria project worked with leaders in northern Nigeria to implement the Advocacy Core Group (ACG) model, a social and behavior change (SBC) approach aimed at influencing community norms and promoting uptake of MNCH+N behaviors. Qualitative assessment of the model contributes to evidence on SBC approaches for enhancing integrated health behaviors. METHODOLOGY: This qualitative study was conducted in Nigeria's Bauchi and Sokoto states in May 2021. It involved 51 in-depth interviews and 24 focus group discussions. The study was grounded in the social norms exploration (SNE) technique to examine normative factors influencing behavior change within the ACG model context. Data analysis used a reflexive thematic analysis approach. Ethical approvals were received from all involved institutions and informed consent was obtained from participants. RESULTS: The ACG model was vital in the uptake of MNCH+N behaviors. The influence of ACG members varied geographically with greater impact observed in Sokoto State. Normative barriers to improving MNCH+N outcomes included perceived religious conflicts with family planning, preference for traditional care in pregnancy, misinformation on exclusive breastfeeding (EBF), and gender-based violence resulting from women's decision-making. The study demonstrated positive progress in norm shifting, but EBF and GBV norms showed slower changes. Broader challenges within the health system, such as inadequate services, negative attitudes of healthcare providers, and workforce shortages, hindered access to care. CONCLUSION: The ACG model increased awareness of health issues and contributed to potential normative shifts. However, slower changes were observed for EBF and GBV norms and broad health system challenges were reported. The model appears to be a promising strategy to further drive SBC for better health outcomes, especially where it is combined with supply-side interventions.


Assuntos
Normas Sociais , Humanos , Nigéria , Feminino , Adulto , Masculino , Recém-Nascido , Gravidez , Pesquisa Qualitativa , Liderança , Grupos Focais , Saúde da Criança , Comportamentos Relacionados com a Saúde , Pessoa de Meia-Idade , Saúde Materna , Criança , Adulto Jovem
5.
J Glob Health ; 14: 04152, 2024 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-39148485

RESUMO

Background: Interventions with women's groups have been widely implemented to improve health outcomes in low- and middle-income settings, particularly India. While there is a large evidence base on the effectiveness of single interventions, it is challenging to predict whether a women's group intervention delivered in one setting can be expected to work in another. Methods: We applied realist principles to develop and refine a mid-range theory on the effectiveness of women's groups interventions, summarised key lessons for implementation, and reflected on the process. We synthesised primary data from several interventions in India, a systematic review, and an analysis of behaviour change techniques. We developed mid-range theories across three areas: maternal and newborn health, nutrition, and violence against women, as well as an overarching mid-range theory on how women's groups can improve health. Results: Our overarching mid-range theory suggested that effective interventions should: build group or community capabilities; focus on health outcomes relevant to group members; and approach health issues modifiable through women's individual or collective actions. We identified four key lessons for future interventions with women's groups, including the importance of skilled and remunerated facilitation, sufficient intensity, supply-side strengthening, and the need to adapt delivery during scale up while maintaining fidelity to intervention theory. Conclusions: Our experience demonstrated the feasibility of developing mid-range theory from a combination of evidence and insights from practice. It also underscored the importance of community engagement and ongoing research to 'thicken' mid-range theories to design effective and scalable women's groups interventions in India and similar settings.


Assuntos
Saúde da Mulher , Humanos , Feminino , Índia , Promoção da Saúde/métodos , Saúde Materna , Saúde do Lactente , Recém-Nascido , Gravidez
6.
Health Promot Chronic Dis Prev Can ; 44(7-8): 349, 2024 Aug.
Artigo em Inglês, Francês | MEDLINE | ID: mdl-39141619

RESUMO

The Maternal and Infant Health Section of the Public Health Agency of Canada (PHAC) is pleased to announce an update to the Perinatal Health Indicators (PHI) Data Tool. The interactive Data Tool on the PHAC Infobase website presents statistics on maternal, fetal and infant health in Canada based on data from the Canadian Institute for Health Information's (CIHI) Discharge Abstract Database (DAD), the Canadian Community Health Survey (CCHS), and the Canadian Vital Statistics (birth, stillbirth and death databases). The data include 20 indicators grouped into four key health domains: health behaviours and practices, health services, maternal outcomes, and infant outcomes. For this update, five new indicators were added and three existing ones were modified. To access the latest Perinatal Health Indicators Data Tool, visit https://health-infobase.canada.ca/phi/.


RÉSUMÉ: Résumé : La Section de la santé maternelle et infantile de l'agence de la santé publique du Canada (ASPC) a le plaisir d'annoncer une mise à jour de données sur les indicateurs de la santé périnatale (ISP). L'outil de données interactif se trouve sur le site Web de l'Infobase de l'ASPC et présente les statistiques sur la santé maternelle, foetale et infantile au Canada fondées sur les données de la Base de données sur les congés des patients (BDCP) de l'Institut canadien d'information sur la santé (ICIS), de l'Enquête sur la santé dans les collectivités canadiennes (ESCC) et de la Base canadienne de données de l'état civil (bases de données sur les naissances, les mortinaissances et les décès). Les données comprennent 20 indicateurs regroupés en quatre principaux domaines de la santé: comportements et pratiques en santé, services de santé, santé maternelle et santé infantile. Dans le cadre de cette mise à jour, cinq nouveaux indicateurs ont été ajoutés et trois indicateurs existants ont été modifiés. Pour accéder au plus récent outil de données sur les indicateurs de la santé périnatale, consultez le : https://sante-infobase.canada.ca/isp/.


Assuntos
Indicadores Básicos de Saúde , Humanos , Canadá/epidemiologia , Feminino , Gravidez , Recém-Nascido , Assistência Perinatal/métodos , Assistência Perinatal/normas , Assistência Perinatal/organização & administração , Saúde do Lactente , Saúde Materna , Comportamentos Relacionados com a Saúde , Lactente , Bases de Dados Factuais
7.
BMJ Open ; 14(8): e082434, 2024 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-39122404

RESUMO

INTRODUCTION: Randomised controlled trials (RCTs) of early childhood home-visiting interventions led by nurses have been conducted mainly in Western countries, whereas such trials have been limited in non-Western cultures, including Asia. In South Korea, a national nurse home visit programme (Korea Early Childhood Home-visiting Intervention (KECHI)) was developed in 2020 and launched throughout the country. We designed a pragmatic RCT to evaluate the effectiveness of KECHI on child health and development and maternal health. METHODS AND ANALYSIS: Eligible participants will be pregnant women at <37 weeks of gestation with risk factor scores of 2 or over, who are sufficiently fluent in Korean to read and answer the questionnaire written in Korean and live in districts where the KECHI services are available. Eight hundred participants will be recruited from the general community and through the District Public Health Centres. The participants will be randomised 1:1 to KECHI plus usual care or usual care. KECHI encompasses 25-29 home visits, group activities and community service linkage. Participants will complete assessments at baseline (<37 weeks gestation), 6 weeks, 6 months, 12 months, 18 months and 24 months post partum. The six primary outcomes will be (1) home environment (assessed by Infant/Toddler Home Observation for Measurement of the Environment), (2) emergency department visits due to injuries, (3) child development (assessed using Korean Bayley Scales of Infant and Toddler Development-III), (4) breastfeeding duration, (5) maternal self-rated health and (6) community service linkage. ETHICS AND DISSEMINATION: This trial has received full ethical approval from the Institutional Review Board of the Seoul National University Hospital. Written consent will be obtained from the participants. The results will be reported at conferences, disseminated through peer-reviewed publications and used by the Korean government to expand the KECHI services. TRIAL REGISTRATION NUMBER: NCT04749888.


Assuntos
Desenvolvimento Infantil , Saúde da Criança , Visita Domiciliar , Saúde Materna , Humanos , República da Coreia , Feminino , Gravidez , Lactente , Pré-Escolar , Recém-Nascido
8.
Sci Rep ; 14(1): 18766, 2024 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-39138268

RESUMO

Previous research has demonstrated a critical link between maternal mental health and infant development. However, there is limited understanding of the role of autonomic regulation in postpartum maternal mental health and infant outcomes. In the current study, we tested 76 mother-infant dyads from diverse socioeconomic backgrounds when infants were 3-months of age. We recorded simultaneous ECG from dyads while baseline EEG was collected from the infant; ECG heart rate variability (HRV) and EEG theta-beta ratio and alpha asymmetry were calculated. Dyadic physiological synchrony was also analyzed to better understand the role of autonomic co-regulation. Results demonstrated that lower maternal HRV was associated with higher self-reported maternal depression and anxiety. Additionally, mothers with lower HRV had infants with lower HRV. Maternal HRV was also associated with higher infant theta-beta ratios, but not alpha asymmetry. Exploratory analyses suggested that for mother-infant dyads with greater physiological synchrony, higher maternal HRV predicted increased infant theta-beta ratio via infant HRV. These findings support a model in which maternal mental health may influence infant neurophysiology via alterations in autonomic stress regulation and dyadic physiological co-regulation.


Assuntos
Frequência Cardíaca , Saúde Mental , Mães , Período Pós-Parto , Humanos , Feminino , Frequência Cardíaca/fisiologia , Lactente , Adulto , Período Pós-Parto/fisiologia , Eletroencefalografia , Masculino , Relações Mãe-Filho , Eletrocardiografia , Saúde Materna , Sistema Nervoso Autônomo/fisiologia , Adulto Jovem , Desenvolvimento Infantil/fisiologia
9.
BMJ Open ; 14(8): e082413, 2024 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-39117403

RESUMO

INTRODUCTION: Previous systematic reviews investigating the effects of green and blue space (GBS) on maternal and neonatal health have mainly focused on cross-sectional evidence, limiting potential causal inferences. The last review on the topic was published in January 2024. This review focused on residential greenness effects and neonatal health only but did not include other green/blue space measures, or maternal health outcomes. This review also only included papers published up to June 2023; discounting the 15 studies that have been published since. Thus, this study will capture the growing number of studies that generate causal evidence and aims to investigate the association between GBS and maternal and/or neonatal health. METHODS AND ANALYSIS: The study protocol was developed with reference to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. This review will include study designs such as experiments, quasi-experiments, longitudinal studies and more. The study independent variable must be a GBS, green space and/or blue space measure. Eligible maternal health outcomes are those reported during pregnancy and up to 1 year after pregnancy. Neonatal health outcomes are limited to neonates no older than 28 days. A total of seven online databases will be searched: Medline, Scopus, Web of Science, PsycInfo, Embase, Environment Complete, and Maternity and Infant Care Database. Abstract and full-text screenings will be undertaken by three reviewers. Risk of bias assessment will be conducted based on the Risk of Bias in Non-randomized Studies-of Exposure framework.A narrative synthesis will be undertaken. If sufficiently comparable studies are identified, meta-analyses using random effects models will be conducted. We will explore heterogeneity using the I2 test. ETHICS AND DISSEMINATION: Ethical approval is not required as all the data will be derived from published primary studies that have already obtained ethical permissions. The findings will be disseminated through relevant conferences and peer-reviewed publications. PROSPERO REGISTRATION NUMBER: CRD42023396372.


Assuntos
Saúde do Lactente , Saúde Materna , Metanálise como Assunto , Revisões Sistemáticas como Assunto , Humanos , Feminino , Recém-Nascido , Gravidez , Projetos de Pesquisa
10.
Reprod Health ; 21(1): 114, 2024 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-39103920

RESUMO

BACKGROUND: Abortion-related complications remain a main cause of maternal mortality. There is little evidence on the availability and quality of post-abortion care (PAC) in humanitarian settings. We assessed the quality of PAC in two hospitals supported by an international organization in Jigawa State (Nigeria) and Bangui (Central African Republic, CAR). METHODS: We mapped indicators corresponding to the eleven domains of the WHO Maternal and Newborn Health quality-of-care framework to assess inputs, processes (provision and experience of care), and outcomes of PAC. We measured these indicators in four components of a cross-sectional multi-methods study: 1) an assessment of the hospitals' PAC signal functions, 2) a survey of the knowledge, attitudes, practices, and behavior of 140 Nigerian and 84 CAR clinicians providing PAC, 3) a prospective review of the medical records of 520 and 548 women presenting for abortion complications and, 4) a survey of 360 and 362 of these women who were hospitalized in the Nigerian and CAR hospitals, respectively. RESULTS: Among the total 27 PAC signal functions assessed, 25 were available in the Nigerian hospital and 26 in the CAR hospital. In both hospitals, less than 2.5% were treated with dilatation and sharp curettage. Over 80% of women received blood transfusion or curative antibiotics when indicated. However, antibiotics were given to about 30% of patients with no documented indication. Among discharged women in CAR, 99% received contraceptive counseling but only 39% did in Nigeria. Over 80% of women in Nigeria reported positive experiences of respect and preservation of dignity. Conversely, in CAR, 37% reported that their privacy was always respected during examination and 62% reported short or very short waiting time before seeing a health provider. In terms of communication, only 15% felt able to ask questions during treatment in both hospitals. The risk of abortion-near-miss happening ≥ 24h after presentation was 0.2% in Nigeria and 1.1% in CAR. Only 65% of women in the Nigerian hospital and 34% in the CAR hospital reported that the staff provided them best care all the time. CONCLUSION: Our comprehensive assessment identified that these two hospitals in humanitarian settings provided lifesaving PAC. However, hospitals need to strengthen the patient-centered approach engaging patients in their own care and ensuring privacy, short waiting times and quality provider-patient communication. Health professionals would benefit from instituting antibiotic stewardships to prevent antibiotic-resistance.


In humanitarian contexts, abortion complications are a leading cause of maternal mortality. Providing quality post-abortion care (PAC) is therefore an important part of needed services. We assessed the quality of PAC in two hospitals supported by an international organization in Jigawa State (Nigeria) and Bangui (Central African Republic). We measured quality indicators in four components: 1) an assessment of the equipment and human resources available in hospitals, 2) a survey of the knowledge, attitudes, practices, and behavior of clinicians providing PAC, 3) an assessment of the medical care provided by clinicians to women presenting with abortion complications and, 4) a survey of a subgroup of these women who were hospitalized. Both hospitals had almost all the equipment and human resources necessary to provide post-abortion care. Less than 2.5% of women received a non-recommended method to evacuate their uterus in both hospitals. More than 80% of women received a blood transfusion or antibiotics when they needed them. However, 30% of women received antibiotics without written justification and only 15% of women reported being able to ask questions about their treatment. Overall, only 65% of Nigerian women and 34% of Central African women said that the staff provided them with the best care all the time. The fact that less than 2% of women experienced a very severe complication 24 hours or more after their arrival at the two hospitals suggests that the care provided was lifesaving. But they urgently need to adopt a better patient-centered approach as well as to improve the rational management of antibiotics.


Assuntos
Aborto Induzido , Qualidade da Assistência à Saúde , Humanos , Feminino , Estudos Transversais , Gravidez , Aborto Induzido/normas , Recém-Nascido , Adulto , Nigéria , Organização Mundial da Saúde , Saúde do Lactente , Saúde Materna , Adulto Jovem
11.
Glob Health Action ; 17(1): 2329369, 2024 12 31.
Artigo em Inglês | MEDLINE | ID: mdl-38967540

RESUMO

BACKGROUND: The Global Financing Facility (GFF) was launched in 2015 to catalyse increased domestic and external financing for reproductive, maternal, newborn, child, adolescent health, and nutrition. Half of the deaths along this continuum are neonatal deaths, stillbirths or maternal deaths; yet these topics receive the least aid financing across the continuum. OBJECTIVES: To conduct a policy content analysis of maternal and newborn health (MNH), including stillbirths, in GFF country planning documents, and assess the mortality burden related to the investment. METHODS: Content analysis was conducted on 24 GFF policy documents, investment cases and project appraisal documents (PADs), from 11 African countries. We used a systematic data extraction approach and applied a framework for analysis considering mindset, measures, and money for MNH interventions and mentions of mortality outcomes. We compared PAD investments to MNH-related deaths by country. RESULTS: For these 11 countries, USD$1,894 million of new funds were allocated through the PADs, including USD$303 million (16%) from GFF. All documents had strong content on MNH, with particular focus on pregnancy and childbirth interventions. The investment cases commonly included comprehensive results frameworks, and PADs generally had less technical content and fewer indicators. Mortality outcomes were mentioned, especially for maternal. Stillbirths were rarely included as targets. Countries had differing approaches to funding descriptions. PAD allocations are commensurate with the burden. CONCLUSIONS: The GFF country plans present a promising start in addressing MNH. Emphasising links between investments and burden, explicitly including stillbirth, and highlighting high-impact packages, as appropriate, could potentially increase impact.


Main finding: Maternal and newborn health care packages are strongly included in the Global Financing Facility policy documents for 11 African countries, especially regarding pregnancy and childbirth, though less for stillbirth, or postnatal care, or small and sick newborn care.Added knowledge: This study is the first independent content analysis of Global Financing Facility investment cases and related project appraisal documents, revealing mostly consistent content for maternal and newborn health across documents and overall correlation between national mortality burden and investments committed.Global health impact for policy and action: The Global Financing Facility have demonstrated promising initial investments for maternal and newborn health, although there are also missed opportunities for strengthening, especially for some neonatal high-impact packages and counting impact on stillbirths.


Assuntos
Saúde do Lactente , Natimorto , Populações Vulneráveis , Humanos , Natimorto/epidemiologia , Recém-Nascido , Feminino , África/epidemiologia , Gravidez , Saúde do Lactente/economia , Lactente , Saúde Global , Saúde Materna/economia , Mortalidade Infantil , Mortalidade Materna , Investimentos em Saúde
12.
Sci Rep ; 14(1): 15355, 2024 07 04.
Artigo em Inglês | MEDLINE | ID: mdl-38961151

RESUMO

The American Heart Association has updated its definition of cardiovascular health (CVH) with a new framework known as Life's Essential 8 (LE8). Although gestational CVH assessment has been recommended, its significance based on LE8 for birth outcomes is unknown. We thus evaluated the status of gestational CVH based on LE8 in 3036 pregnant women of the Shanghai Maternal-Child Pairs Cohort and the population of China Maternal Nutrition and Health Sciences Survey, and also examined the association between gestational CVH and child birth outcomes. We found that only a small proportion (12.84%) had high CVH, while 1.98% had low CVH in this cohort study. In adjusted models, a 10-point increase in the gestational CVH score, indicating a more favorable score, was associated with lower neonatal size such as birth weight (ß: - 37.05 [95% confidence interval: - 52.93, - 21.16]), birth length (- 0.12[- 0.22, - 0.01]), weight-for-height z-score (- 0.07[- 0.12, - 0.03]), body mass index z-score (- 0.09 [- 0.13, - 0.04]), length-for-age Z-score (- 0.03 [- 0.06, - 0.01]), and weight-for-age z-score (- 0.08 [- 0.12, - 0.05]). Also, a 10-point increase in the gestational CVH score was associated with the lower risk of large for gestational age (LGA) (0.82 [0.73, 0.92]) and macrosomia infant (0.75 [0.64, 0.88]). CVH categories showed similar results. That is, better maternal CVH status in pregnancy was associated with lower neonatal size and lower risks for LGA and macrosomia in newborns.


Assuntos
Peso ao Nascer , Resultado da Gravidez , Humanos , Feminino , Gravidez , Adulto , Recém-Nascido , China/epidemiologia , Saúde Materna , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Estudos Longitudinais , Índice de Massa Corporal , Masculino
13.
Sci Rep ; 14(1): 15350, 2024 07 04.
Artigo em Inglês | MEDLINE | ID: mdl-38961161

RESUMO

Machine learning (ML)-driven diagnosis systems are particularly relevant in pediatrics given the well-documented impact of early-life health conditions on later-life outcomes. Yet, early identification of diseases and their subsequent impact on length of hospital stay for this age group has so far remained uncharacterized, likely because access to relevant health data is severely limited. Thanks to a confidential data use agreement with the California Department of Health Care Access and Information, we introduce Ped-BERT: a state-of-the-art deep learning model that accurately predicts the likelihood of 100+ conditions and the length of stay in a pediatric patient's next medical visit. We link mother-specific pre- and postnatal period health information to pediatric patient hospital discharge and emergency room visits. Our data set comprises 513.9K mother-baby pairs and contains medical diagnosis codes, length of stay, as well as temporal and spatial pediatric patient characteristics, such as age and residency zip code at the time of visit. Following the popular bidirectional encoder representations from the transformers (BERT) approach, we pre-train Ped-BERT via the masked language modeling objective to learn embedding features for the diagnosis codes contained in our data. We then continue to fine-tune our model to accurately predict primary diagnosis outcomes and length of stay for a pediatric patient's next visit, given the history of previous visits and, optionally, the mother's pre- and postnatal health information. We find that Ped-BERT generally outperforms contemporary and state-of-the-art classifiers when trained with minimum features. We also find that incorporating mother health attributes leads to significant improvements in model performance overall and across all patient subgroups in our data. Our most successful Ped-BERT model configuration achieves an area under the receiver operator curve (ROC AUC) of 0.927 and an average precision score (APS) of 0.408 for the diagnosis prediction task, and a ROC AUC of 0.855 and APS of 0.815 for the length of hospital stay task. Further, we examine Ped-BERT's fairness by determining whether prediction errors are evenly distributed across various subgroups of mother-baby demographics and health characteristics, or if certain subgroups exhibit a higher susceptibility to prediction errors.


Assuntos
Saúde da Criança , Saúde Materna , Humanos , Feminino , Lactente , Pré-Escolar , Criança , Diagnóstico Precoce , Tempo de Internação , Recém-Nascido , Masculino , Aprendizado Profundo , Aprendizado de Máquina
14.
PLoS One ; 19(7): e0305698, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39008471

RESUMO

INTRODUCTION: Performance Based Financing (PBF) supports realization of universal health coverage by promoting bargaining between purchasers and health service providers through identifying priority services and monitoring indicators. In PBF, purchasers use health statistics and information to make decisions rather than merely reimbursing invoices. In this respect, PBF shares certain elements of strategic health purchasing. PBF implementation began in Ethiopia in 2015 as a pilot at one hospital and eight health centers. Prior to this the system predominantly followed input-based financing where providers were provided with a predetermined budget for inputs for service provision. The purpose of the study is to determine whether the implementation of PBF is cost-effective in improving maternal and child health in Ethiopia compared to the standard care. METHODS: The current study used cost-effectiveness analysis to assess the effects of PBF on maternal and child health. Two districts implementing PBF and two following standard care were selected for the study. Both groups of selected districts share common grounds before initiating PBF in the selected group. The provider perspective costing approach was used in the study. Data at the district level were gathered retrospectively for the period of July 2018 to June 2021. Data from health service statistics were transformed to population level coverages and the Lives Saved Tool method used to compute the number of lives saved. Additionally for purpose of comparison, lives saved were translated into discounted quality-adjusted life years. RESULTS: The number of lives saved under PBF was 261, whereas number of lives saved under standard care was 194. The identified incremental cost per capita due to PBF was $1.8 while total costs of delivering service at PBF district was 8,816,370 USD per million population per year while the standard care costs 9,780,920 USD per million population per year. QALYs obtained under PBF and standard care were 6,118 and 4,526 per million population per year, respectively. CONCLUSIONS: The conclusion made from this analysis is that, implementing PBF is cost-saving in Ethiopia compared to the standard care. LIMITATIONS OF THE STUDY: Due to lack of district-level survey-based data, such as prevalence and effects on maternal and child health, national-level estimates were used into the LiST tool.There may be some central-level PBF start-up costs that were not captured, which may have spillover effects on the existing health system performance that this study has not considered.There may be health statistics data accuracy differences between the PBF and non-PBF districts. The researchers considered using data from records as reported by both groups of districts.


Assuntos
Saúde da Criança , Análise Custo-Benefício , Humanos , Etiópia , Feminino , Saúde da Criança/economia , Criança , Saúde Materna/economia , Reembolso de Incentivo/economia , Estudos Retrospectivos , Gravidez
15.
Curr Environ Health Rep ; 11(3): 390-403, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38985433

RESUMO

PURPOSE OF REVIEW: Environmental chemical exposures may disrupt child development, with long-lasting health impacts. To date, U.S. studies of early environmental exposures have been limited in size and diversity, hindering power and generalizability. With harmonized data from over 60,000 participants representing 69 pregnancy cohorts, the National Institutes of Health's Environmental influences on Child Health Outcomes (ECHO) Program is the largest study of U.S. children's health. Here, we: (1) review ECHO-wide studies of chemical exposures and maternal-child health; and (2) outline opportunities for future research using ECHO data. RECENT FINDINGS: As of early 2024, in addition to over 200 single-cohort (or award) papers on chemical exposures supported by ECHO, ten collaborative multi-cohort papers have been made possible by ECHO data harmonization and new data collection. Multi-cohort papers have examined prenatal exposure to per- and polyfluoroalkyl substances (PFAS), phthalates, phenols and parabens, organophosphate esters (OPEs), metals, melamine and aromatic amines, and emerging contaminants. They have primarily focused on describing patterns of maternal exposure or examining associations with maternal and infant outcomes; fewer studies have examined later child outcomes (e.g., autism) although follow up of enrolled ECHO children continues. The NICHD's Data and Specimen Hub (DASH) database houses extensive ECHO data including over 470,000 chemical assay results and complementary data on priority outcome areas (pre, peri-, and postnatal, airway, obesity, neurodevelopment, and positive health), making it a rich resource for future analyses. ECHO's extensive data repository, including biomarkers of chemical exposures, can be used to advance our understanding of environmental influences on children's health. Although few published studies have capitalized on these unique harmonized data to date, many analyses are underway with data now widely available.


Assuntos
Saúde da Criança , Exposição Ambiental , Humanos , Estados Unidos , Feminino , Gravidez , Exposição Ambiental/efeitos adversos , Exposição Ambiental/análise , Criança , Efeitos Tardios da Exposição Pré-Natal , Poluentes Ambientais/análise , Exposição Materna/efeitos adversos , Pré-Escolar , Desenvolvimento Infantil/efeitos dos fármacos , Lactente , Saúde Materna
17.
Matern Child Health J ; 28(3): 383-390, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-39071854

RESUMO

Purpose: Professionals in the field of maternal and child health (MCH) epidemiology are publicly recognized by the Coalition for Excellence in MCH Epidemiology representing 16 national MCH agencies and organizations. Description: During the CityMatCH Leadership and MCH Epidemiology Conference, the national awards are presented to public health professionals for improving the health of women, children, and families. The awards have evolved over the last two decades with focus on awardees that represent more types of MCH public health professionals. Assessment: Since 2000, the Coalition has presented 111 national awards in the areas of advancing knowledge, effective practice, outstanding leadership, excellence in teaching and mentoring, early career professional achievement, and lifetime achievement. Effective practice awards were most often presented at 45 awards, followed by early career professional achievement with 20. The awardees varied by place of employment with 37 employed at academic institutions, 33 in federal government positions, 32 in state or county government, seven in non-profit and two in clinical organizations. Awards were almost equally distributed by gender with 49 presented to women and 48 to men. Assessment of career advancement among previous awardees and acknowledging workforce challenges are gaps identified within the national awards process. Conclusion: Recognition of deserving MCH professionals sets the standard for those entering the field of MCH epidemiology and offers opportunity to recognize those who have built capacity and improved the health of women, children, and families.


Assuntos
Distinções e Prêmios , Saúde da Criança , Epidemiologia , Humanos , Saúde da Criança/normas , Feminino , Criança , Liderança , Masculino , Saúde Materna/normas , Estados Unidos
19.
Artigo em Russo | MEDLINE | ID: mdl-39003544

RESUMO

The treatment of women aged 35 years and older with infertility applies assisted reproductive technologies (ART) in every third case. The purpose of the study is to analyze impact of maternal health on health of children who were delivered by women aged 35 years and older after application of ART. The analytical, direct observation, sociological (questioning), and statistical methods were applied. To study health status of children born after application of ART methods in women aged 35-45 years, representative main group of 648 preschool children (4-6 years old) was selected. The second control group included 649 preschool children (4-6 years old), who were as identical as possible to children from the main group, selected according to following characteristics: mother's age at birth of child (35-45 years), age (from 4 to 6 years), all were observed in same medical organization, birth from a singleton, full-term (37 weeks or more) pregnancy. The main and control groups differed from each other only in presence or absence of ART methods. The children born preterm, from egg donor programs and multiple pregnancies were excluded from study. The children health was studied according to medical examinations, medical records, child development history, and mothers questionnaire data on children health. The course of pregnancy and childbirth, morbidity and lifestyle characteristics of mothers were studied according to their questionnaires and copies of data from their outpatient medical records. It was established that there is direct correlation between health of child and health of mother (r = 0.571; p < 0.01, t = 3). At that, it was revealed that differences in level of general morbidity of children after ART and children from spontaneous pregnancy are achieved within account of significant differences in subgroup of children of mothers aged 38-45 years (3353.7‰ and 2341.8‰ control group).


Assuntos
Técnicas de Reprodução Assistida , Humanos , Feminino , Técnicas de Reprodução Assistida/estatística & dados numéricos , Pré-Escolar , Adulto , Gravidez , Criança , Pessoa de Meia-Idade , Federação Russa/epidemiologia , Idade Materna , Saúde da Criança , Mães/estatística & dados numéricos , Saúde Materna , Nível de Saúde
20.
PLoS One ; 19(7): e0305780, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39024369

RESUMO

BACKGROUND: The continuum of care for maternal health (COCM) is a critical strategy for addressing preventable causes of maternal and perinatal mortality. Despite notable progress in reducing maternal and infant deaths globally, the problem persists, particularly in low-resource settings. Additionally, significant disparities in the provision of continuous care exist both between continents and within countries on the same continent. This study aimed to assess the pooled prevalence of completion across the maternity care continuum in Africa and investigate the associated factors. METHODS: Relevant articles were accessed through the EMBASE, CINAHL, Cochrane Library, PubMed, HINARI, and Google Scholar databases. Funnel plots and Egger's test were employed to assess publication bias, while the I-squared test was used to evaluate study heterogeneity. The inclusion criteria were limited to observational studies conducted exclusively in Africa. The quality of these studies was assessed using the JBI checklist. Data extraction from the included studies was performed using Microsoft Excel and then analysed using Stata 16 software. RESULTS: A total of 23 studies involving 74,880 mothers met the inclusion criteria. The overall prevalence of women who successfully completed the COCM was 20.9% [95% CI: 16.9-25.0]. Our analysis revealed several factors associated with this outcome, including urban residency [OR: 2.3; 95% CI: 1.6-3.2], the highest wealth index level [OR: 2.1; 95% CI: 1.4-3.0], primiparous status [OR: 1.3; 95% CI: 2.2-5.1], planned pregnancy [OR: 3.0; 95% CI: 2.3-3.7], and exposure to mass media [OR: 2.7; 95% CI: 1.9-3.8]. CONCLUSION: The study revealed that only 20.9% of women fully completed the COCM. It also identified several factors associated with completion of the COCM, such as residing in urban areas, possessing a higher wealth index, being a first-time mother, experiencing a planned pregnancy, and having access to mass media. Based on the study's findings, it is recommended that targeted interventions be implemented in rural areas, financial assistance be provided to women with lower wealth index levels, educational campaigns be conducted through mass media, early antenatal care be promoted, and family planning services be strengthened. REVIEW REGISTRATION: PROSPERO International Prospective Register of Systematic Reviews (ID: CRD42020205736).


Assuntos
Saúde Materna , Humanos , Feminino , África/epidemiologia , Gravidez , Serviços de Saúde Materna , Continuidade da Assistência ao Paciente , Mortalidade Materna
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