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1.
J Educ Health Promot ; 13: 67, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38559487

RESUMO

BACKGROUND: Anemia in pregnancy is a major public health problem, especially in developing countries. The most common cause is nutritional deficiencies, especially iron deficiency. Adequate nutritional intake from food is essential during pregnancy. Therefore, this study aimed to investigate the relationship between food access and intake patterns with the incidence of iron deficiency among pregnant women living in the slum settlement in Makassar City. MATERIALS AND METHODS: This research is a sub-study of the Indonesian Birth Cohort Study based in Makassar City. This sub-study used a cross-sectional design and recruited 173 pregnant women in their second and third trimesters using total sampling. All data were collected using a structured questionnaire and recorded using KoboToolbox software. Serum ferritin levels were examined for iron status using the ELISA method at the Microbiology Laboratory Unit at Hasanuddin University Teaching Hospital. The statistical data were analyzed using STATA version 14 with Chi-square analysis and logistic regression. RESULTS: The prevalence of iron deficiency in pregnant women living in slum settlements in Makassar City was 78%. Logistic regression analysis showed that inadequate food diversity (AOR: 2.58; 95% CI: 1.17-5.69; P = 0.019) and food taboos (AOR: 2.81; 95% CI: 1.26-6.26; P = 0.011) were significantly associated with the incidence. CONCLUSIONS: Most pregnant women living in slum settlements in Makassar City experienced iron deficiency. Pregnant women who experience iron shortages have been connected to food taboos and dietary diversity.

2.
Lancet Reg Health Southeast Asia ; 18: 100260, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38028160

RESUMO

Background: Non-communicable diseases (NCDs) such as cancer, diabetes, heart disease, mental disorder and chronic lung conditions are the leading cause of death and disability in Indonesia. Adolescence is when risks for NCDs emerge and it is also an important life stage for intervention, yet young people are often at the margins of NCD policy and actions. This study aimed to understand how policies and actions should address NCD risks (tobacco smoking, inadequate physical activity, and diet) for adolescents in Indonesia, and how young people can be meaningfully involved. Methods: Qualitative in-depth interviews over videoconference (n = 21) were conducted in English or Bahasa with stakeholders in Indonesia. Participants included policymakers, implementation partners, and advocates who were focused on adolescent health or NCDs. Interviews were recorded, transcribed, translated, and thematically analysed using NVivo12. Findings were disseminated to participants for validation and feedback. Youth participants (n = 7) attended an additional workshop and considered recommendations and actions arising from this research. Findings: Participants identified that government and non-government organisations are acting on NCDs in Indonesia, but few of the existing initiatives target adolescents, and adolescent services rarely addressed NCD risks. Participants also felt that policies to protect adolescents from NCD risks (i.e., smoke-free areas in public) were not always enforced. For programs or initiatives focused on adolescent health, those that had engaged adolescents as co-creators and leaders were perceived to be more successful. As such, participants recommended more meaningful engagement of young people, including young people's leadership of initiatives. Additional recommendations included the need for intersectoral engagement and a 'whole-of-government' approach to prevention given the complex determinants of NCD risks, and the need for evidence-based actions that are underpinned by quality data to enable monitoring of progress. Interpretation: There is a recognised need to strengthen policies and actions to address NCD risks amongst adolescents in Indonesia. Meaningful youth engagement that allows young people to take the lead, intersectoral actions, and evidence-based data driven responses were key strategies identified. Funding: UNICEF East Asia and Pacific Regional Office.

3.
Lancet Reg Health Southeast Asia ; 13: 100187, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37383556

RESUMO

Background: Adolescence is a development period marked by the onset of a new set of health needs. The present study sought to quantify the prevalence of foregone care (not seeking medical care when needed) and identify which adolescents are at greater risk of having unmet healthcare needs. Methods: A multi-stage random sampling strategy was used to recruit school participants (grade 10-12) in two provinces in Indonesia. Respondent driven sampling was used to recruit out-of-school adolescents in the community. All participants completed a self-reported questionnaire which measured healthcare seeking behaviours, psychosocial wellbeing, use of healthcare services, and perceived barriers to accessing healthcare. Multivariable regression analysis was performed to examine factors associated with foregone care. Findings: A total of 2161 adolescents participated in the present study and nearly one in four adolescents reported foregone care in the past year. Experiences of poly-victimisation and seeking care for mental health needs increased the risk of foregone care. In-school adolescents who reported psychological distress [adjusted risk ratio (aRR) = 1.88, 95%CI = 1.48-2.38] or had high body mass index (aRR = 1.25, 95%CI = 1.00-1.57) were at greater risk of foregone care. The leading reason for foregone care was lack of knowledge of available services. In-school adolescents predominantly reported non-access barriers to care (e.g., perception of the health concern or anxiety about accessing care) whereas most out-of-school adolescents reported access barriers (e.g., did not know where to get care or could not pay). Interpretation: Foregone care is common among Indonesian adolescents, especially in adolescents with mental and physical health risks. Differences between in-school and out-of-school adolescents suggest that interventions to promote appropriate healthcare use will need tailoring. Further research is needed to determine causal relationships around barriers in access to healthcare. Funding: Australia-Indonesia Centre.

4.
J Educ Health Promot ; 12: 452, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38464632

RESUMO

BACKGROUND: During pregnancy, the body requires more complex nutritional intake. Therefore, problems with fulfilling nutrition during pregnancy occur often. One of the most common nutritional problems in pregnancy is iron deficiency anemia, the most widespread micronutrient problem and the most difficult to overcome worldwide. This study aimed to determine awareness and prevention behavior associated with the incidence of iron deficiency in pregnant women living in urban slum areas. MATERIALS AND METHODS: This was a cross-sectional study. The data collection used KoboToolbox, an Android-based tool. Iron status was examined by serum ferritin level assay using ELISA at the Microbiology Laboratory Unit of Hasanuddin University Hospital. RESULTS: The prevalence of pregnant women who experienced iron deficiency was 78%. The logistic regression analysis showed that poor awareness (AOR = 3.03, CI 95% 1.26-7.29, P = 0.013) and practices in taking iron enhancers (AOR = 2.85, CI 95% 1.18-6.92, P = 0.020) became the main factors associated with iron deficiency among pregnant women. CONCLUSIONS: Poor awareness and practices regarding consuming iron enhancers increased the risk of iron deficiency among pregnant women living in urban slum areas. Iron deficiency is a major health concern for pregnant women, especially those living in slum settlements, which must be addressed. A more optimal healthcare system for pregnant women may reduce the incidence of iron anemia in pregnancy by improving health promotion and optimizing healthcare services.

5.
BMC Health Serv Res ; 22(1): 1112, 2022 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-36050732

RESUMO

BACKGROUNDS: The increasing burden of cardiovascular disease (CVD) has become a major challenge globally, including in Indonesia. Understanding the readiness of primary health care facilities is necessary to confront the challenge of providing access to quality CVD health care services. Our study aimed to provide information regarding readiness to deliver CVD health services in public primary health care namely Puskesmas. METHODS: The study questionnaire was adapted from the World Health Organization (WHO) Service Availability and Readiness Assessment (SARA), modified based on the package of essentials for non-communicable disease (PEN) and the Indonesian Ministry of health regulation. Data were collected from all Puskesmas facilities (N = 47) located in Makassar city. We analysed relevant data following the WHO-SARA manual to assess the readiness of Puskesmas to deliver CVD services. Human resources, diagnostic capacity, supporting equipment, essential medication, infrastructure and guidelines, and ambulatory services domain were assessed based on the availability of each tracer item in a particular domain. The mean domain score was calculated based on the availability of tracer items within each domain. Furthermore, the means of all domains' scores are expressed as an overall readiness index. Higher scores indicate greater readiness of Puskesmas to deliver CVD-related health care. RESULTS: Puskesmas delivers health promotion, disease prevention, and prompt diagnosis for cardiovascular-related diseases, including hypertension, diabetes, coronary heart disease (CHD), and stroke. Meanwhile, basic treatments were observed in the majority of the Puskesmas. Long-term care for hypertension and diabetes patients and rehabilitation for CHD and stroke were only observed in a few Puskesmas. The readiness score of Puskesmas to deliver CVD health care ranged from 60 to 86 for. Furthermore, there were 11 Puskesmas (23.4%) with a score below 75, indicating a sub-optimal readiness for delivering CVD health services. A shortage of essential medicines and a low capacity for diagnostic testing were the most noticeable shortcomings leading to suboptimal readiness for high-quality CVD health services. CONCLUSION: Close cooperation with the government and other related stakeholders is required to tackle the identified shortcomings, especially the continuous monitoring of adequate supplies of medicines and diagnostic tools to achieve better CVD care for patients in Indonesia.


Assuntos
Doenças Cardiovasculares , Diabetes Mellitus , Hipertensão , Acidente Vascular Cerebral , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/terapia , Diabetes Mellitus/terapia , Instalações de Saúde , Acessibilidade aos Serviços de Saúde , Humanos , Indonésia/epidemiologia , Atenção Primária à Saúde
6.
J Public Health Res ; 11(1)2021 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-34634895

RESUMO

BACKGROUND: Evaluation of large-scale stunting interventions in Indonesia has never been carried out, because it found limited sensitive and specific interventions that were carried out massively at the village level. The provincial government of South Sulawesi Indonesia in 2020 has implemented a stunting intervention model called Gammarana. The purpose of this evaluation is to analyze the impact of Gammarana on changes in stunting at the project site. Location project as many as 30 villages with a population estimated 60,000.  Design and methods: Evaluation in this study using a retrospective method and internal and external audit to document potential, then validated after the field visit Gammarana first phase in 2020. Basic Logic Model evaluation model with 22 indicators (input, process, secondary output and primary output). Proving the effect of Gammarana on changes in stunting by comparing the phenomena in the comparison village. RESULTS: The comparison villages were set as equal and comparable in 13 indicators that could disturb the study conclusions. The result of the initial condition is that the conditions of the two villages of Gammarana and Villages Comparison are seen as the same in various characteristics, so that whatever the results of this evaluation study are believed to be the impact of Gammarana Project. CONCLUSIONS: this protocol eligible to evaluation of Gammarana Project Intervention in Enrekang District, South Sulawesi Indonesia.

7.
Environ Int ; 155: 106679, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34126296

RESUMO

BACKGROUND: The intense interactions between people, animals and environmental systems in urban informal settlements compromise human and environmental health. Inadequate water and sanitation services, compounded by exposure to flooding and climate change risks, expose inhabitants to environmental contamination causing poor health and wellbeing and degrading ecosystems. However, the exact nature and full scope of risks and exposure pathways between human health and the environment in informal settlements are uncertain. Existing models are limited to microbiological linkages related to faecal-oral exposures at the individual level, and do not account for a broader range of human-environmental variables and interactions that affect population health and wellbeing. METHODS: We undertook a 12-month health and environmental assessment in 12 flood-prone informal settlements in Makassar, Indonesia. We obtained caregiver-reported health data, anthropometric measurements, stool and blood samples from children < 5 years, and health and wellbeing data for children 5-14 years and adult respondents. We collected environmental data including temperature, mosquito and rat species abundance, and water and sediment samples. Demographic, built environment and household asset data were also collected. We combined our data with existing literature to generate a novel planetary health model of health and environment in informal settlements. RESULTS: Across the 12 settlements, 593 households and 2764 participants were enrolled. Two-thirds (64·1%) of all houses (26·3-82·7% per settlement) had formal land tenure documentation. Cough, fever and diarrhoea in the week prior to the survey were reported among an average of 34.3%, 26.9% and 9.7% of children aged < 5 years, respectively; although proportions varied over time, prevalence among these youngest children was consistently higher than among children 5-14 years or adult respondents. Among children < 5 years, 44·3% experienced stunting, 41·1% underweight, 12.4% wasting, and 26.5% were anaemic. There was self- or carer-reported poor mental health among 16.6% of children aged 5-14 years and 13.9% of adult respondents. Rates of potential risky exposures from swimming in waterways, eating uncooked produce, and eating soil or dirt were high, as were exposures to flooding and livestock. Just over one third of households (35.3%) had access to municipal water, and contamination of well water with E. coli and nitrogen species was common. Most (79·5%) houses had an in-house toilet, but no houses were connected to a piped sewer network or safe, properly constructed septic tank. Median monthly settlement outdoor temperatures ranged from 26·2 °C to 29.3 °C, and were on average, 1·1 °C warmer inside houses than outside. Mosquito density varied over time, with Culex quinquefasciatus accounting for 94·7% of species. Framed by a planetary health lens, our model includes four thematic domains: (1) the physical/built environment; (2) the ecological environment; (3) human health; and (4) socio-economic wellbeing, and is structured at individual, household, settlement, and city/beyond spatial scales. CONCLUSIONS: Our planetary health model includes key risk factors and faecal-oral exposure pathways but extends beyond conventional microbiological faecal-oral enteropathogen exposure pathways to comprehensively account for a wider range of variables affecting health in urban informal settlements. It includes broader ecological interconnections and planetary health-related variables at the household, settlement and city levels. It proposes a composite framework of markers to assess water and sanitation challenges and flood risks in urban informal settlements for optimal design and monitoring of interventions.


Assuntos
Ecossistema , Escherichia coli , Adulto , Animais , Humanos , Indonésia , Ratos , Saneamento , Fatores Socioeconômicos , População Urbana
8.
J Public Health Res ; 10(2)2021 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-33855419

RESUMO

BACKGROUND: Stunting is the impaired growth and development of children due to poor nutrition, repeated infection, and inadequate psychological stimulation. This research aims to examine the impact of maternal nutrition literacy (MNL) in increasing the height or score of a stunted child. DESIGN AND METHODS: This study is a randomized control trial, which uses a sample size of 85 participants, 43 interventions and 42 controls, an 80% stress test and a 95% confidence level. The intervention group of the MNL consists of families with children under the age of five, focused on the mother's ability to perform breastfeeding, hygiene activities, care, and intervention for 3 months. RESULT: The status of stunting was determined by the different distribution of stunting before and after the intervention in both the intervention and control groups. There was a decrease of about 9.3% of MNL in the intervention group, while in the control group it decreased by just 2.4% (p<0.05). CONCLUSIONS: It can be concluded that MNL has an effect in preventing stunting, and it is recommended that preventive measures should focus more on normal children, while stunted children should be provided with breastfeeding as the core of MNL.

9.
BMJ Open ; 11(1): e042850, 2021 01 08.
Artigo em Inglês | MEDLINE | ID: mdl-33419917

RESUMO

INTRODUCTION: Increasing urban populations have led to the growth of informal settlements, with contaminated environments linked to poor human health through a range of interlinked pathways. Here, we describe the design and methods for the Revitalising Informal Settlements and their Environments (RISE) study, a transdisciplinary randomised trial evaluating impacts of an intervention to upgrade urban informal settlements in two Asia-Pacific countries. METHODS AND ANALYSIS: RISE is a cluster randomised controlled trial among 12 settlements in Makassar, Indonesia, and 12 in Suva, Fiji. Six settlements in each country have been randomised to receive the intervention at the outset; the remainder will serve as controls and be offered intervention delivery after trial completion. The intervention involves a water-sensitive approach, delivering site-specific, modular, decentralised infrastructure primarily aimed at improving health by decreasing exposure to environmental faecal contamination. Consenting households within each informal settlement site have been enrolled, with longitudinal assessment to involve health and well-being surveys, and human and environmental sampling. Primary outcomes will be evaluated in children under 5 years of age and include prevalence and diversity of gastrointestinal pathogens, abundance and diversity of antimicrobial resistance (AMR) genes in gastrointestinal microorganisms and markers of gastrointestinal inflammation. Diverse secondary outcomes include changes in microbial contamination; abundance and diversity of pathogens and AMR genes in environmental samples; impacts on ecological biodiversity and microclimates; mosquito vector abundance; anthropometric assessments, nutrition markers and systemic inflammation in children; caregiver-reported and self-reported health symptoms and healthcare utilisation; and measures of individual and community psychological, emotional and economic well-being. The study aims to provide proof-of-concept evidence to inform policies on upgrading of informal settlements to improve environments and human health and well-being. ETHICS: Study protocols have been approved by ethics boards at Monash University, Fiji National University and Hasanuddin University. TRIAL REGISTRATION NUMBER: ACTRN12618000633280; Pre-results.


Assuntos
Água , Ásia , Criança , Pré-Escolar , Fiji , Humanos , Indonésia , População Urbana
10.
Lancet Glob Health ; 8(12): e1524-e1533, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33220216

RESUMO

BACKGROUND: Malaria infection during pregnancy is associated with serious adverse maternal and birth outcomes. A randomised controlled trial in Papua, Indonesia, comparing the efficacy of intermittent preventive treatment with dihydroartemisinin-piperaquine with the current strategy of single screening and treatment showed that intermittent preventive treatment is a promising alternative treatment for the reduction of malaria in pregnancy. We aimed to estimate the incremental cost-effectiveness of intermittent preventive treatment with dihydroartemisinin-piperaquine compared with single screening and treatment with dihydroartemisinin-piperaquine. METHODS: We did a provider perspective analysis. A decision tree model was analysed from a health provider perspective over a lifetime horizon. Model parameters were used in deterministic and probabilistic sensitivity analyses. Simulations were run in hypothetical cohorts of 1000 women who received intermittent preventive treatment or single screening and treatment. Disability-adjusted life-years (DALYs) for fetal loss or neonatal death, low birthweight, moderate or severe maternal anaemia, and clinical malaria were calculated from trial data and cost estimates in 2016 US dollars from observational studies, health facility costings and public procurement databases. The main outcome measure was the incremental cost per DALY averted. FINDINGS: Relative to single screening and treatment, intermittent preventive treatment resulted in an incremental cost of US$5657 (95% CI 1827 to 9448) and 107·4 incremental DALYs averted (-719·7 to 904·1) per 1000 women; the average incremental cost-effectiveness ratio was $53 per DALY averted. INTERPRETATION: Intermittent preventive treatment with dihydroartemisinin-piperaquine offers a cost-effective alternative to single screening and treatment for the prevention of the adverse effects of malaria infection in pregnancy in the context of the moderate malaria transmission setting of Papua. The higher cost of intermittent preventive treatment was driven by monthly administration, as compared with single-administration single screening and treatment. However, acceptability and feasibility considerations will also be needed to inform decision making. FUNDING: Medical Research Council, Department for International Development, and Wellcome Trust.


Assuntos
Antimaláricos/economia , Artemisininas/economia , Análise Custo-Benefício/economia , Malária/prevenção & controle , Complicações Parasitárias na Gravidez/prevenção & controle , Quinolinas/economia , Adulto , Antimaláricos/administração & dosagem , Antimaláricos/uso terapêutico , Artemisininas/administração & dosagem , Artemisininas/uso terapêutico , Análise por Conglomerados , Análise Custo-Benefício/métodos , Análise Custo-Benefício/estatística & dados numéricos , Esquema de Medicação , Quimioterapia Combinada , Feminino , Humanos , Indonésia , Malária/economia , Gravidez , Complicações Parasitárias na Gravidez/economia , Quinolinas/administração & dosagem , Quinolinas/uso terapêutico
11.
Asian J Psychiatr ; 52: 102148, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32450491

RESUMO

Poor mental health is a leading contributor to the burden of disease experienced by adolescents, including in resource constrained settings. However, little is known about how adolescents in these countries conceptualise mental health and its determinants which is essential to informing effective responses. This study aimed to explore how adolescents in Indonesia (a populous and rapidly developing country) conceptualise mental health and what they identify as important determinants. Eight focus group discussions (FGDs) were conducted with 86 Indonesian adolescents (aged 16-18 years), sampled from schools and community settings from Jakarta and South Sulawesi. FGDs were recorded, transcribed, translated and thematically analysed. Mental health was recognised as a significant concern by adolescents in Indonesia. Good mental health was conceptualised as emotional wellbeing and happiness. By contrast, poor mental health was predominantly described in terms of substantial mental illness manifesting as behavioural and physical disturbance. Further, poor mental health only happened to 'other' people, with stigmatising views prevalent. Absent from the discussions were common symptoms of poor mental health (stress, loneliness, poor sleep) and common mental disorders (e.g. depression, anxiety) or a conceptualisation that reflected poor mental health to be a normal human experience. Discussions around determinants of poor mental health suggested that family connections (particularly with parents), school pressures, and adverse exposures on social media were important drivers of poor mental health, with religion also surfacing as an important determinant. In highlighting mental health as an important issue for Indonesian adolescents, this study provides a foundation for targeted responses.


Assuntos
Transtornos Mentais , Saúde Mental , Adolescente , Humanos , Indonésia/epidemiologia , Transtornos Mentais/epidemiologia , Pesquisa Qualitativa , Instituições Acadêmicas
12.
Glob Health Action ; 13(1): 1732665, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32174255

RESUMO

Non-communicable diseases (NCDs) are the leading cause of morbidity and mortality globally, with the burden largely borne by people living in low- and middle-income countries. Adolescents are central to NCD control through the potential to modify risks and alter the trajectory of these diseases across the life-course. However, an absence of epidemiological data has contributed to the relative exclusion of adolescents from policies and responses. This paper documents the design of a study to measure the burden of metabolic syndrome (a key risk for NCDs) and poor mental health (a key outcome) amongst Indonesian adolescents. Using a mixed-method design, we sampled 16-18-year-old adolescents from schools and community-based settings across Jakarta and South Sulawesi. Initial formative qualitative enquiry used focus group discussions to understand how young people conceptualise mental health and body weight (separately); what they perceive as determinants of these NCDs; and what responses to these NCDs should involve. These findings informed the design of a quantitative survey that adolescents self-completed electronically. Mental health was measured using the Centre for Epidemiologic Studies Depression Scale-Revised (CESD-R) and Kessler-10 (both validated against formal psychiatric interview in a subsample), with the metabolic syndrome measured using biomarkers and anthropometry. The survey also included scales relating to victimisation, connectedness, self-efficacy, body image and quality of life. Adolescents were sampled from schools using a multistage cluster design, and from the community using respondent-driven sampling (RDS). This study will substantially advance the field of NCD measurement amongst adolescents, especially in settings like Indonesia. It demonstrates that high quality, objective measurement is acceptable and feasible, including the collection of biomarkers in a school-based setting. It demonstrates how comparable data can be collected across both in-school and out of school adolescents, allowing a more comprehensive measure of NCD burden, risk and correlates.


Assuntos
Comportamento do Adolescente/psicologia , Transtornos Mentais/diagnóstico , Síndrome Metabólica/diagnóstico , Características de Residência/estatística & dados numéricos , Instituições Acadêmicas/estatística & dados numéricos , Adolescente , Feminino , Humanos , Indonésia/epidemiologia , Masculino , Transtornos Mentais/epidemiologia , Síndrome Metabólica/epidemiologia , Prevalência , Medição de Risco , Inquéritos e Questionários
13.
Rural Remote Health ; 15(2): 2959, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26066607

RESUMO

INTRODUCTION: Poor maternal health outcome, still a major health problem in developing countries, is influenced by both women's personal characteristics and the characteristics of the place where they live. Identifying the spatial distribution and clusters of poor maternal health outcomes can assist in developing geographically specific interventions. This article examines the influence of urban and rural settings on antenatal care and birthing decisions in South Sulawesi, a province in Indonesia, and investigates the existence of geographical clusters of women's decision regarding antenatal care and birth assistance. METHODS: Data were derived from a survey of 485 women who recently gave birth. Household coordinates, midwives' location and hospital location were recorded using a handheld global positioning system (GPS). Logistic regression was used to examine the influence of place of residence on antenatal care and women's birthing decisions. SaTScan software was used to identify the location of geographical clusters. ArcGIS v9.3 was used to visualize and interpret the distribution of facilities and clusters. RESULTS: Area of residence determines the likelihood of a woman presenting for antenatal care--care that pregnant women receive from skilled birth attendants. The likelihood of hospital delivery or delivery at home with the support of a skilled birth attendant (SBA), however, was not determined by residential area. Distance to nearest SBA, working as a village midwife, was associated with the likelihood to be assisted by her at home. Attendance of SBA at home, or delivery at a hospital, were clustered in urban areas at different geographical locations, but no similar clustering occurred in rural areas. In contrast, women with low numbers of antenatal care visits and a traditional birthing assistant (TBA) at home were clustered in particular rural areas, but low antenatal care visits and use of TBA were not clustered in urban areas. CONCLUSIONS: Although area of residence did not appear to influence the likelihood of women delivering at hospital or with SBA at home, clusters of women follow particular patterns of behaviour in different geographic settings. This clustering highlights the heterogeneity of both urban and rural areas.


Assuntos
Parto Obstétrico/métodos , Tocologia/estatística & dados numéricos , Parto/psicologia , Cuidado Pré-Natal/psicologia , Características de Residência/estatística & dados numéricos , Adulto , Análise por Conglomerados , Computadores de Mão , Feminino , Sistemas de Informação Geográfica , Mapeamento Geográfico , Humanos , Indonésia , Entrevistas como Assunto , Modelos Logísticos , Serviços de Saúde Materna/estatística & dados numéricos , Tocologia/educação , Tocologia/normas , Análise Multivariada , Avaliação de Resultados em Cuidados de Saúde , Gravidez , Cuidado Pré-Natal/estatística & dados numéricos , Área de Atuação Profissional , População Rural/estatística & dados numéricos , Fatores Socioeconômicos , Viagem/estatística & dados numéricos , População Urbana/estatística & dados numéricos , Adulto Jovem
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