geographical accessibility

地理可达性
  • 文章类型: Journal Article
    为了到2030年降低孕产妇死亡率,贝宁需要实施战略,以改善获得高质量紧急产科和新生儿护理(EMONC)的机会。这项研究采用了基于专家的方法,利用国家以下旅行的特殊性来识别和优先考虑EmONC材料网络,以最大程度地提高人口覆盖率和功能。
    我们举办了一系列研讨会,涉及国际,国家,和孕产妇保健部门专家优先考虑一套符合国际标准的EMONC设施。地理可访问性建模与EMONC可用性一起使用以告知该过程。对于需要EMONC的女性来说,专家提供了对旅行特征的见解(即,旅行模式和速度)特定于每个部门,启用使用AccessMod软件建模的更真实的旅行时间估计。
    优先排序方法导致从125个指定母材的初始组中选择109个EmONC母材。在优先排序后,居住在最近的EMONC产妇一小时车程内的人口的全国覆盖率从92.6%略有增加到94.1%。覆盖率的增加是通过选择具有足够产科活动的母材来实现的,这些母材将升级为高原和大西洋省的EMONC母材。
    优先排序方法使贝宁能够实现最低的EMONC可用性,同时确保对优先网络的良好地理可达性。现在可以将有限的人力和财政资源用于数量较少的EMONC设施,以使其在中期内充分运作。通过实施这一战略,贝宁的目标是降低孕产妇死亡率,高质量的产科和新生儿护理,尤其是在紧急情况下。
    UNASSIGNED: To reduce maternal mortality by 2030, Benin needs to implement strategies for improving access to high quality emergency obstetric and neonatal care (EmONC). This study applies an expert-based approach using sub-national travel specificities to identify and prioritize a network of EmONC maternities that maximizes both population coverage and functionality.
    UNASSIGNED: We conducted a series of workshops involving international, national, and department experts in maternal health to prioritize a set of EmONC facilities that meet international standards. Geographical accessibility modeling was used together with EmONC availability to inform the process. For women in need of EmONC, experts provided insights into travel characteristics (i.e., modes and speeds of travel) specific to each department, enabling more realistic travel times estimates modelled with the AccessMod software.
    UNASSIGNED: The prioritization approach resulted in the selection of 109 EmONC maternities from an initial group of 125 designated maternities. The national coverage of the population living within an hour\'s drive of the nearest EmONC maternity increased slightly from 92.6% to 94.1% after prioritization. This increase in coverage was achieved by selecting maternities with sufficient obstetrical activities to be upgraded to EmONC maternities in the Plateau and Atlantique departments.
    UNASSIGNED: The prioritization approach enabled Benin to achieve the minimum EmONC availability, while ensuring very good geographical accessibility to the prioritized network. Limited human and financial resources can now be targetted towards a smaller number of EmONC facilities to make them fully functioning in the medium-term. By implementing this strategy, Benin aims to reduce maternal mortality rates and deliver effective, high-quality obstetric and neonatal care, especially during emergencies.
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  • 文章类型: Journal Article
    远程会诊已成为远程提供医疗服务的可行方法。在口腔放射学中,准确解释射线图像的能力对于诊断和治疗各种牙科疾病至关重要。在该领域使用远程咨询有望将专业护理扩展到地理上远离牙科医疗机构的患者。
    本研究共收集了50名患者的口腔X线图像进行分析。这些图像来自不同的地理位置,展示远程咨询的适用性。两组牙科专业人员,一个进行亲自评估,另一个通过远程咨询进行远程解释,参与研究。评估两组之间的影像学检查结果是否一致。统计分析包括计算P值,以确定面对面和远程会诊解释之间的一致性水平。
    这项研究的结果揭示了面对面和远程会诊对口腔射线照相图像的解释之间的实质性一致性。计算的P值表明两种评估方法之间的统计学上显著的一致性(P<0.05)。这表明远程会诊可以成为口腔放射学解释的可靠方法,提供与传统面对面评估可比的结果。
    总而言之,远程会诊已经证明了它们作为远程解释口腔射线照相图像的有效手段的潜力。
    UNASSIGNED: Teleconsultations have gained prominence as a viable method for delivering medical services remotely. In oral radiology, the ability to interpret radiographic images accurately is crucial for diagnosing and treating various dental conditions. The use of teleconsultations in this domain holds promise for extending specialized care to patients who are geographically distant from dental healthcare facilities.
    UNASSIGNED: A total of 50 patients\' oral radiographic images were collected for analysis in this study. These images were obtained from diverse geographical locations, showcasing the applicability of teleconsultations. Two groups of dental professionals, one conducting in-person evaluations and the other performing remote interpretations through teleconsultations, participated in the study. The radiographic findings were assessed for concurrence between the two groups. Statistical analysis included the calculation of P values to determine the level of agreement between the in-person and teleconsultation interpretations.
    UNASSIGNED: The results of this study revealed a substantial level of agreement between in-person and teleconsultation interpretations of oral radiographic images. The calculated P values indicated a statistically significant concordance between the two evaluation methods (P < .05). This suggests that teleconsultations can be a reliable approach for oral radiology interpretation, offering comparable results to traditional in-person evaluations.
    UNASSIGNED: In conclusion, teleconsultations have demonstrated their potential as an effective means of interpreting oral radiographic images remotely.
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  • 文章类型: Journal Article
    背景:一些非临床因素对癌症生存的影响知之甚少。这项研究的目的是调查前往最近的转诊中心的时间对癌症患者生存率的影响。
    方法:该研究使用了法国癌症登记处网络的数据,该网络结合了所有基于法国人群的癌症登记处。对于这项研究,我们纳入了2013年1月1日至2015年12月31日期间法国10个最常见的实体浸润性癌部位,共160,634例.使用灵活的参数生存模型测量和估计净生存率。进行了灵活的超额死亡率建模,以研究前往最近的转诊中心的旅行时间与患者生存率之间的关系。为了实现最灵活的效果,我们使用有限的三次样条来研究前往最近癌症中心的旅行时间对额外风险比的影响.
    结果:在1年和5年净生存结果中,在纳入的癌症类型中,距离转诊中心最远的患者的生存率较低.据估计,男性皮肤黑色素瘤在5年时的生存率差距高达10%,女性肺癌为7%。根据肿瘤类型,旅行时间的影响模式差异很大,要么是线性的,倒U形,不显著,或者对更偏远的患者更好。对于某些站点,观察到旅行时间对超额死亡率的影响的有限立方样条,随着旅行时间的增加,超额风险比更高。
    结论:对于许多癌症部位,我们的结果揭示了地理上的不平等,远程患者的预后较差,除了明显的前列腺癌例外。未来的研究应该用更多的解释因素更详细地评估偏远差距。
    BACKGROUND: The impact of several non-clinical factors on cancer survival is poorly understood. The aim of this study was to investigate the influence of travel time to the nearest referral center on survival of patients with cancer.
    METHODS: The study used data from the French Network of Cancer Registries that combines all the French population-based cancer registries. For this study, we included the 10 most common solid invasive cancer sites in France between 1 January 2013 and 31 December 2015, representing 160,634 cases. Net survival was measured and estimated using flexible parametric survival models. Flexible excess mortality modelling was performed to investigate the association between travel time to the nearest referral center and patient survival. To allow the most flexible effects, restricted cubic splines were used to investigate the influence of travel times to the nearest cancer center on excess hazard ratio.
    RESULTS: Among the 1-year and 5-year net survival results, lower survival was observed for patients residing farthest from the referral center for half of the included cancer types. The remoteness gap in survival was estimated to be up to 10% at 5 years for skin melanoma in men and 7% for lung cancer in women. The pattern of the effect of travel time was highly different according to tumor type, being either linear, reverse U-shape, non-significant, or better for more remote patients. For some sites restricted cubic splines of the effect of travel time on excess mortality were observed with a higher excess risk ratio as travel time increased.
    CONCLUSIONS: For numerous cancer sites, our results reveal geographical inequalities, with remote patients experiencing a worse prognosis, aside from the notable exception of prostate cancer. Future studies should evaluate the remoteness gap in more detail with more explanatory factors.
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  • 文章类型: Journal Article
    背景:2015年,马里卫生部将严重急性营养不良(SAM)的治疗纳入综合社区病例管理(iCCM)的一揽子活动中。本文旨在分析在马里凯斯地区三个最大地区扩大干预措施时,将社区卫生工作者(CHW)作为卫生设施(HF)以外的治疗提供者对SAM治疗覆盖率的影响。
    方法:在CHW开始治疗SAM之前,于2017年8月在三个地区进行了基线覆盖率评估。终线评估是在一年后进行的,2018年8月。覆盖率是通过称为访问和覆盖的半定量评估(SQUEAC)的标准化方法进行评估的。主要结果是治疗覆盖率,评估的其他变量是HFs的地理分布,CHW的站点和两个卫生提供者之间的重叠,对地理上可获得医疗保健的儿童的估计以及对社区中接受急性营养不良筛查的儿童的估计。
    结果:Kayes(28.7-57.1%)和Bafoulabé(20.4-61.1%)的治疗覆盖率增加,但Kita(28.4-28.5%)的治疗覆盖率没有增加。治疗的权力下放并没有对所有地区的覆盖率产生相同的影响,具有显著差异。地理空间分析表明,Kita在HFs和/或CHWs之间的重叠比例很高,为48.7%(39.2-58.2),在地理上无法获得医疗保健的儿童比例很高,为70.4%(70.1-70.6),在他们的社区中,未进行SAM筛查的儿童比例很高,为52.2%(51.9-52.5)。
    结论:在SAM中使用CHW可增加治疗覆盖率,但是,如果这种干预模式打算在国家一级扩大规模,政策制定者还需要考虑其他关键方面。改善家庭获得营养保健的机会,在整个地区建立分散治疗之前,必须考虑CHW的地理位置。先前的评估将避免卫生提供者之间的重叠,并确保根据其人口密度需求覆盖所有未获得服务的地区。
    背景:ID为1990746的ISRCTN注册表。https://doi.org/10.1186/ISRCTN14990746。
    BACKGROUND: In 2015, the Ministry of Health in Mali included the treatment of severe acute malnutrition (SAM) into the package of activities of the integrated Community Case Management (iCCM). This paper aims to analyze the impact of including community health workers (CHWs) as treatment providers outside the Health Facilities (HFs) on the coverage of SAM treatment when scaling up the intervention in the three largest districts of the Kayes Region in Mali.
    METHODS: A baseline coverage assessment was conducted in August 2017 in the three districts before the CHWs started treating SAM. The end-line assessment was conducted one year later, in August 2018. Coverage was assessed by the standardized methodology called Semi-Quantitative Evaluation of Access and Coverage (SQUEAC). The primary outcome was treatment coverage and other variables evaluated were the geographical distribution of the HFs, CHW\'s sites and overlapping between both health providers, the estimation of children with geographical access to health care and the estimation of children screened for acute malnutrition in their communities.
    RESULTS: Treatment coverage increased in Kayes (28.7-57.1%) and Bafoulabé (20.4-61.1%) but did not in Kita (28.4-28.5%). The decentralization of treatment has not had the same impact on coverage in all districts, with significant differences. The geospatial analyses showed that Kita had a high proportion of overlap between HFs and/or CHWs 48.7% (39.2-58.2), a high proportion of children without geographical access to health care 70.4% (70.1-70.6), and a high proportion of children not screened for SAM in their communities 52.2% (51.9-52.5).
    CONCLUSIONS: Working with CHWs in SAM increases treatment coverage, but other critical aspects need to be considered by policymakers if this intervention model is intended to be scaled up at the country level. To improve families\' access to nutritional health care, before establishing decentralized treatment in a whole region it must be considered the geographical location of CHWs. This previous assessment will avoid overlap among health providers and ensure the coverage of all unserved areas according to their population densities need.
    BACKGROUND: ISRCTN registry with ID 1990746. https://doi.org/10.1186/ISRCTN14990746.
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  • 文章类型: Journal Article
    公立医疗机构的地域可达性是影响医疗卫生服务公平性的关键因素。基于我国分级医疗制度和转诊制度,我们分析了武汉城市圈开发区医院的转诊可及性。在实施转介系统之前,只有7.91%的社区达到二级和三级医院的无障碍标准,这意味着高级医疗保健存在显著的不平等。此外,5.4%的社区没有达到基层医院的无障碍标准,这意味着基层医院不足。转介制度实施后,达到第一阶段转诊无障碍标准的社区比例,第二阶段转诊和跨级转诊为92.6%,99.9%和98.3%,分别。结果显示转诊系统改善了医疗服务的可及性,但它并没有完全解决医疗保健不平等。北部医疗服务的第一阶段转诊可及性,西部和东部群体不符合无障碍标准,这是由于二级医院布局效率低下。武汉市政府要在这些群体中建设二级医院,在中心城区和东南部建设基层医院,南方,西方和东方集团。
    The geographical accessibility of public healthcare institutions is the key factor affecting the equity of healthcare services. Based on the hierarchical medical system and referral system in China, we analyzed the referral accessibility of hospitals in the Wuhan Metropolitan Development Zone. Before the implementation of the referral system, only 7.91% of the total communities met the accessibility standard for secondary and tertiary hospitals, which meant that there was significant inequality in high-level healthcare. Moreover, 5.4% of the total communities did not meet the accessibility standard for primary hospitals, which meant that there were insufficient primary hospitals. After the implementation of the referral system, the proportions of communities meeting the accessibility standards for the first-stage referral, second-stage referral and cross-level referral were 92.6%, 99.9% and 98.3%, respectively. The results show that the referral system has improved the accessibility of healthcare, but it has not completely solved healthcare inequality. The first-stage referral accessibility of healthcare services in the northern, western and eastern groups does not meet the accessibility standard, which is due to the inefficient layout of secondary hospitals. The Wuhan government should construct secondary hospitals in these groups and primary hospitals in the central urban area and the southeastern, southern, western and eastern groups.
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  • 文章类型: Journal Article
    有大量证据表明,免疫接种是预防和促进健康干预措施的最重要和最具成本效益的支柱之一。因此,有效的儿童免疫覆盖率对于遏制持续的儿童疾病至关重要。儿童第三剂五价疫苗是评估免疫计划执行情况的重要指标,因为它反映了儿童免疫计划的完整性。以空间方式进入免疫保健设施,特别是在撒哈拉以南非洲(SSA)国家,是五价3疫苗接种覆盖率的重要决定因素,因为疫苗主要是在卫生机构的常规免疫接种计划期间施用的。农村地区和人口稠密的非正规住区受到难以获得医疗保健服务的影响最大。因此,我们试图确定五价3的疫苗接种覆盖率,估计前往提供免疫服务的医疗机构的旅行时间,并探索其对肯尼亚沿海主要农村县之一的免疫覆盖率的影响。
    我们使用了肯尼亚Kaloleni和Rabai县实施的健康人口监测系统的纵向调查数据。要计算地理可访问性,我们使用了提供免疫服务的医疗机构的坐标,关于土地覆盖的信息,数字高程模型,和研究区域的道路网络。然后,我们拟合了分层贝叶斯多变量模型,以探索旅行时间对五价疫苗覆盖率的影响,以调整先验识别的混杂因素。
    五价疫苗的总体覆盖率为77.3%。前往医疗机构的平均旅行时间为41分钟(IQR=18-65),共有1266名(28.5%)儿童前往医疗机构的旅行时间超过一小时。对卫生设施的地理访问严重影响了五价疫苗接种覆盖率,旅行时间超过1小时与疫苗接种几率降低显著相关(AOR=0.84(95%CI0.74-0.94)。
    增加旅行时间显著影响这个农村社区的免疫接种。改善道路网络,建立新的卫生中心和/或加强卫生外联活动,包括在该县难以到达的地区接种疫苗,可以提高免疫覆盖率。这些数据可能有助于指导当地卫生部门确定计划免疫中心的适当位置。
    There is substantial evidence that immunization is one of the most significant and cost-effective pillars of preventive and promotive health interventions. Effective childhood immunization coverage is thus essential in stemming persistent childhood illnesses. The third dose of pentavalent vaccine for children is an important indicator for assessing performance of the immunisation programme because it mirrors the completeness of a child\'s immunisation schedule. Spatial access to an immunizing health facility, especially in sub-Sahara African (SSA) countries, is a significant determinant of Pentavalent 3 vaccination coverage, as the vaccine is mainly administered during routine immunisation schedules at health facilities. Rural areas and densely populated informal settlements are most affected by poor access to healthcare services. We therefore sought to determine vaccination coverage of Pentavalent 3, estimate the travel time to health facilities offering immunisation services, and explore its effect on immunisation coverage in one of the predominantly rural counties on the coast of Kenya.
    We used longitudinal survey data from the health demographic surveillance system implemented in Kaloleni and Rabai Sub-counties in Kenya. To compute the geographical accessibility, we used coordinates of health facilities offering immunisation services, information on land cover, digital elevation models, and road networks of the study area. We then fitted a hierarchical Bayesian multivariable model to explore the effect of travel time on pentavalent vaccine coverage adjusting for confounding factors identified a priori.
    Overall coverage of pentavalent vaccine was at 77.3%. The median travel time to a health facility was 41 min (IQR = 18-65) and a total of 1266 (28.5%) children lived more than one-hour of travel-time to a health facility. Geographical access to health facilities significantly affected pentavalent vaccination coverage, with travel times of more than one hour being significantly associated with reduced odds of vaccination (AOR = 0.84 (95% CI 0.74 - 0.94).
    Increased travel time significantly affects immunization in this rural community. Improving road networks, establishing new health centres and/or stepping up health outreach activities that include vaccinations in hard-to-reach areas within the county could improve immunisation coverage. These data may be useful in guiding the local department of health on appropriate location of planned immunization centres.
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  • 文章类型: Journal Article
    BACKGROUND: The world is making progress toward achieving maternal and child health (MCH) related components of the Sustainable Development Goals. Nevertheless, the progress of many countries in Sub-Saharan Africa is lagging. Geographical accessibility from residence to health facilities is considered a major obstacle hampering the use of appropriate MCH services. Benin, a country where the southern and northern parts belong to different geographical zones, has among the highest maternal mortality rate in the world. Adequate use of MCH care is important to save lives of women and their babies. This study assessed the effect of geographical accessibility to health facilities on antenatal care and delivery services utilization in Benin, with an emphasis on geographical zones.
    METHODS: We pooled two rounds of Benin Demographic and Health Surveys (BDHS). The sample included 18,105 women aged 15-49 years (9111 from BDHS-2011/2012 and 8994 from BDHS-2017/2018) who had live births within five years preceding the surveys. We measured the distance and travel time from residential areas to the closest health center by merging the BDHS datasets with Benin\'s geographic information system data. Multivariate logistic regression analysis was performed to estimate the effect of geographical access on pregnancy and delivery services utilization. We conducted a propensity score-matching analysis to check for robustness.
    RESULTS: Regression results showed that the distance to the closest health center had adverse effects on the likelihood of a woman receiving appropriate maternal healthcare. The estimates showed that one km increase in straight-line distance to the closest health center reduces the odds of the woman receiving at least one antenatal care by 0.042, delivering in facility by 0.092, and delivering her baby with assistance of skilled birth attendants by 0.118. We also confirmed the negative effects of travel time and altitude of women\'s residence on healthcare utilization. Nonetheless, these effects were mainly seen in the northern part of Benin.
    CONCLUSIONS: Geographical accessibility to health facilities is critically important for the utilization of antenatal care and delivery services, particularly in the northern part of Benin. Improving geographical accessibility, especially in rural areas, is significant for further use of maternal health care in Benin.
    Maternal and neonatal mortality rates are still high in many countries in Sub-Saharan Africa. Antenatal care (ANC) visits and institutional delivery with skilled birth attendants are important to prevent maternal and neonatal deaths. Nevertheless, women’s utilization of ANC and delivery services has decreased recently in Benin, a country where the southern and northern parts belong to different geographical zones.Geographical accessibility from residence to health facilities is considered a major obstacle hampering the use of appropriate maternal healthcare. This study assessed the effect of geographical accessibility on ANC and delivery services utilization in Benin by considering the geographical characteristics.We used the two rounds of the Benin Demographic and Health Survey 2011/2012 and 2017/2018 and conducted regression analysis.This study has three important findings: (1) We confirmed adverse effects of distance and travel time on the likelihood of a women receiving appropriate ANC and delivery services in Benin, but this effect was mainly observed in the northern part; (2) Distance and travel time to health facilities had a negative effect on the use of at least one ANC but no significant effect for four or more ANC; (3) Regarding the threshold of distance, we confirmed that women living within 5 km from the closest health center were more likely to use maternal healthcare compared to their counterparts.In conclusion, geographical accessibility to health facilities is critically important for the utilization of antenatal care and delivery services, particularly in the northern part of Benin.
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  • 文章类型: Journal Article
    Palliative care is a priority for health systems worldwide, yet equity in access remains unknown. To shed light on this issue, this study compares populations\' driving time to specialized palliative care services in three countries: Ireland, Spain, and Switzerland.
    Network analysis of the population\'s driving time to services according to geolocated palliative care services using Geographical Information System (GIS). Percentage of the population living within a 30-min driving time, between 30 and 60 minutes, and over 60 min were calculated.
    The percentage of the population living less than thirty minutes away from the nearest palliative care provider varies among Ireland (84%), Spain (79%), and Switzerland (95%). Percentages of the population over an hour away from services were 1.87% in Spain, 0.58% in Ireland, and 0.51% in Switzerland.
    Inequities in access to specialized palliative care are noticeable amongst countries, with implications also at the sub-national level.
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  • 文章类型: Journal Article
    Background: Although many children with diseases of the kidneys and the urinary tract may not tolerate long journeys, the number of facilities that provide specialized care for these patients is limited. Therefore, the geographical accessibility of the required health services is critical especially in this patient group. We have analyzed the geographical accessibility of pediatric inpatient and nephro-urology services in Germany, Ireland, and the United Kingdom (UK). Methods: This study introduces a model to compare countries or regions regarding the geographical accessibility of their health services. We calculated the geodesic distances, travel distances, and travel time by car from evenly distributed random points to the nearest facilities that provide pediatric inpatient or nephro-urology outpatient services (pediatric inpatient ward, urology clinic, nephrology clinic, hemodialysis unit). The results were weighted by population density. We compared the three countries with regard to the accessibility of the named services. Results: Weighted median travel times from the random points to the nearest pediatric inpatient ward are < 30 min in all countries. Weighted travel times to the nearest point of pediatric service are shortest in the UK (median <50 min) and longest in Ireland (median <90 min), regardless of the type of service (p < 0.0001). Non-weighted travel times to the nearest pediatric inpatient ward and hemodialysis unit, however, are shorter in Germany than in the UK (p < 0.0001). Conclusions: There is a surprising disparity between the travel times to the nearest facility with pediatric nephro-urology service in these three industrialized European countries. Reasons may be differences in the geographical distribution of the population, the focus of the health care system, and a different degree of clinical networking.
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  • 文章类型: Journal Article
    背景:肯尼亚的新生儿死亡率仍然高得令人无法接受。为了减少新生儿死亡,获得护理和优质护理的不平等已被确定为当前的障碍。造成这些障碍的原因是绕过行为和地理通道,这导致寻求新生儿护理的延迟。这项研究(I)测量了住院新生儿护理的地理可及性,and(ii),利用住院新生儿护理寻求者的地理可达性来表征绕过行为。
    方法:根据Bungoma县各单位的旅行时间,对住院新生儿单位的地理可及性进行建模。然后从8个住院新生儿单位和395名新生儿入院的母亲那里收集数据。他们的空间居住位置是地理参考的,并根据建模的旅行时间来定义绕过行为。
    结果:大约90%的患病新生儿可以使用最近的新生儿单元(<2小时)。然而,36%的母亲绕过了最近的新生儿住院设施,缺乏诊断服务(28%)和对卫生人员的不信任(37%)是绕开的主要决定因素。大约75%的寻求护理者更喜欢使用更高级别的设施进行孕产妇和新生儿护理,而县以下设施大多被绕过并未得到充分利用。
    结论:我们的研究结果表明,尽管大多数人可以获得医疗服务,县以下住院新生儿设施被绕过的风险很高。有必要提高孕产妇护理质量,减少绕过行为并改善新生儿结局。
    BACKGROUND: Neonatal mortality rate in Kenya continues to be unacceptably high. In reducing newborn deaths, inequality in access to care and quality care have been identified as current barriers. Contributing to these barriers are the bypassing behaviour and geographical access which leads to delay in seeking newborn care. This study (i) measured geographical accessibility of inpatient newborn care, and (ii), characterized bypassing behaviour using the geographical accessibility of the inpatient newborn care seekers.
    METHODS: Geographical accessibility to the inpatient newborn units was modelled based on travel time to the units across Bungoma County. Data was then collected from 8 inpatient newborn units and 395 mothers whose newborns were admitted in the units were interviewed. Their spatial residence locations were geo-referenced and were used against the modelled travel time to define bypassing behaviour.
    RESULTS: Approximately 90% of the sick newborn population have access to nearest newborn units (< 2 h). However, 36% of the mothers bypassed their nearest inpatient newborn facility, with lack of diagnostic services (28%) and distrust of health personnel (37%) being the major determinants for bypassing. Approximately 75% of the care seekers preferred to use the higher tier facilities for both maternal and neonatal care in comparison to sub-county facilities which mostly were bypassed and remained underutilised.
    CONCLUSIONS: Our findings suggest that though majority of the population have access to care, sub-county inpatient newborn facilities have high risk of being bypassed. There is need to improve quality of care in maternal care, to reduce bypassing behaviour and improving neonatal outcome.
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