Domjan Peter, Angyal Viola, Vingender Istvan
Doctoral College, Health Sciences Division, Semmelweis University, Interdisciplinary Applied Health Sciences Program, Vas Street 17, Budapest, 1088, Hungary.
Doctoral College, Health Sciences Division, Institute of Digital Health Sciences, Ferenc Square 15, Semmelweis University, Budapest, 1094, Hungary.
BMC Public Health. 2025 Apr 21;25(1):1466. doi: 10.1186/s12889-025-22392-1.
This study examines the availability and national distribution of Health Development Offices (HDOs; N = 108) in Hungary, with an emphasis on their role in health prevention for the general and elderly population. HDOs play a crucial role in providing preventive services (nutrition, physical activity, mental hygiene), a significant factor in the health preservation of the elderly. The geographical location and accessibility of these Offices are essential parameters as they influence individual participation willingness.
Leveraging advanced geospatial modelling techniques with QGIS 3.34.0 and Excel, SPSS software, we mapped the locations of HDOs relative to population centres, employing statistical tools such as the Lorenz Curve and Gini Index, Location Quotient (LQ) Index, and Herfindahl-Hirschman Index. These methods allowed for a nuanced analysis of service concentration and the identification of geographic disparities in service provision. The relationship between the population and the number of HDOs was analysed using Pearson correlation. This spatial and demographic study was based on 2022 data.
The number of HDOs did not indicate significant spatial concentration relative to the population, although the entropy index measured substantial diversity among the counties. Based on the measured LQ Index values, it can be stated that the presence of HDOs is underrepresented in the capital city and several counties. Additionally, our regression analysis indicated that an increase in population size is associated with an increase in the number of HDOs in rural areas; however, this relationship does not hold in Budapest and its surrounding region.
The examination of geocoordinates through scatter plots indicated a broad spectrum of dispersion, and the placement of HDOs on the map revealed a star topology. From the findings of our research, it can be concluded that the Hungarian network of Health Development Offices (N = 108) can meet the preventive health needs of both the general and the elderly population. Enhancing the geographical spread of HDOs is crucial for improving the accessibility and effectiveness of disease prevention strategies, especially among Hungary's aging population, thereby contributing to a more equitable health service landscape.
本研究考察了匈牙利健康发展办公室(HDO;共108个)的可及性及全国分布情况,重点关注其在普通人群和老年人群健康预防中的作用。健康发展办公室在提供预防服务(营养、体育活动、心理卫生)方面发挥着关键作用,而预防服务是老年人保持健康的重要因素。这些办公室的地理位置和可及性是重要参数,因为它们会影响个人参与意愿。
利用QGIS 3.34.0和Excel、SPSS软件的先进地理空间建模技术,我们绘制了健康发展办公室相对于人口中心的位置图,采用了诸如洛伦兹曲线、基尼指数、区位商(LQ)指数和赫芬达尔 - 赫希曼指数等统计工具。这些方法有助于对服务集中度进行细致分析,并识别服务提供中的地理差异。使用皮尔逊相关性分析人口与健康发展办公室数量之间的关系。这项空间和人口统计学研究基于2022年的数据。
尽管熵指数显示各郡之间存在显著差异,但健康发展办公室的数量相对于人口并未呈现出显著的空间集中。根据测量的区位商指数值,可以说首都和几个郡的健康发展办公室数量不足。此外,我们的回归分析表明,农村地区人口规模的增加与健康发展办公室数量的增加相关;然而,这种关系在布达佩斯及其周边地区并不成立。
通过散点图对地理坐标的检查表明分布范围广泛,健康发展办公室在地图上的布局呈现出星状拓扑结构。从我们的研究结果可以得出结论,匈牙利的健康发展办公室网络(共108个)能够满足普通人群和老年人群的预防性健康需求。加强健康发展办公室的地理分布对于提高疾病预防策略的可及性和有效性至关重要,特别是在匈牙利的老年人口中,从而有助于营造更公平的卫生服务格局。