Comparative Analysis and Spatial Distribution of the Primary Health Care Centers and Health Manpower Across Saudi Arabia Using Shapiro-Wilk Test.

IF 2.7 3区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Journal of Multidisciplinary Healthcare Pub Date : 2024-10-24 eCollection Date: 2024-01-01 DOI:10.2147/JMDH.S490128
Ashraf A'aqoulah, Samir Albalas, Mustafa Albalas, Raghad Abdullah Alherbish, Nisreen Innab
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Abstract

Background: Due to the growing demand for better health services by the population pressure, Saudi Arabia is facing challenges in providing the required coverage in primary health care over all regions.

Study objectives: The study aims to do a comparative analysis of the spatial distribution of the primary healthcare centers and health manpower across Saudi Arabia.

Study methods: This study deals with the analysis of the spatial distribution of the PHCCs and health manpower in Saudi Arabia regions during the period 2017-2021 by applying the Shapiro-Wilk test. This study relied on a dataset issued by the Ministry of Health (MoH). The variance of the spatial distribution of the dataset was also analyzed using the T-student and Binomial tests.

Results: This study found that PHCCs of 2020; the dentists of 2021; and Allied Health Personnel of 2017, 2020, and 2021 were normally distributed. However, the distribution of the population and all datasets of the other health indicators is a non-normal distribution. In addition, the correlation between the number of PHCCs and regions based on population is significant in all the regions. Moreover, The number of dentists showed a significant correlation with the population in most regions, except Riyadh, Makkah, and Jazan. However, the number of physicians, allied health personnel, nurses, and family medicine practitioners generally did not correlate significantly with the population, with exceptions for nurses in Tabuk and family medicine in the Northern Borders. Finally, the spatial distribution of the population shows the concentration in three major regions which are Riyadh, Makkah, and Eastern Province.

Conclusion: Despite the expansion in the number of PHCCs and health workers and spread in all regions of Saudi Arabia, their spatial distribution still requires the establishment of more of them to provide the basic health services necessary to cover the actual needs of the population.

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使用 Shapiro-Wilk 检验法比较分析沙特阿拉伯各地初级保健中心和保健人力的空间分布。
背景:由于人口压力导致对更好的医疗服务的需求不断增长,沙特阿拉伯在所有地区提供所需的初级医疗服务方面面临挑战:研究目的:本研究旨在对沙特阿拉伯全国的初级医疗保健中心和卫生人力的空间分布进行比较分析:本研究采用 Shapiro-Wilk 检验法,对 2017-2021 年期间沙特阿拉伯各地区初级医疗保健中心和卫生人力的空间分布情况进行分析。本研究依赖于卫生部(MoH)发布的数据集。数据集的空间分布方差也通过 T-student 检验和二项式检验进行了分析:研究发现,2020 年的初级保健中心、2021 年的牙医以及 2017 年、2020 年和 2021 年的专职医疗人员均呈正态分布。然而,其他健康指标的人口分布和所有数据集的分布均为非正态分布。此外,在所有地区,基于人口的初级保健中心数量与地区之间的相关性显著。此外,除利雅得、麦加和贾赞外,大多数地区的牙医数量与人口数量呈显著相关。然而,医生、专职医疗人员、护士和家庭医生的数量一般与人口数量没有明显的相关性,但塔布克的护士和北部边境地区的家庭医生除外。最后,人口的空间分布显示,人口主要集中在利雅得、麦加和东部省三大地区:结论:尽管初级保健中心和保健工作者的数量有所增加,并遍布沙特阿拉伯的所有地区,但其空间分布仍需要建立更多的初级保健中心和保健工作者,以提供必要的基本保健服务,满足人口的实际需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Multidisciplinary Healthcare
Journal of Multidisciplinary Healthcare Nursing-General Nursing
CiteScore
4.60
自引率
3.00%
发文量
287
审稿时长
16 weeks
期刊介绍: The Journal of Multidisciplinary Healthcare (JMDH) aims to represent and publish research in healthcare areas delivered by practitioners of different disciplines. This includes studies and reviews conducted by multidisciplinary teams as well as research which evaluates or reports the results or conduct of such teams or healthcare processes in general. The journal covers a very wide range of areas and we welcome submissions from practitioners at all levels and from all over the world. Good healthcare is not bounded by person, place or time and the journal aims to reflect this. The JMDH is published as an open-access journal to allow this wide range of practical, patient relevant research to be immediately available to practitioners who can access and use it immediately upon publication.
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