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What influences national and foreign physicians’ geographic distribution? An analysis of medical doctors’ residence location in Portugal

机译:是什么影响国内外医生的地理分布?葡萄牙医生居住地点的分析

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Background The debate over physicians’ geographical distribution has attracted the attention of the economic and public health literature over the last forty years. Nonetheless, it is still to date unclear what influences physicians’ location, and whether foreign physicians contribute to fill the geographical gaps left by national doctors in any given country. The present research sets out to investigate the current distribution of national and international physicians in Portugal, with the objective to understand its determinants and provide an evidence base for policy-makers to identify policies to influence it. Methods A cross-sectional study of physicians currently registered in Portugal was conducted to describe the population and explore the association of physician residence patterns with relevant personal and municipality characteristics. Data from the Portuguese Medical Council on physicians’ residence and characteristics were analysed, as well as data from the National Institute of Statistics on municipalities’ population, living standards and health care network. Descriptive statistics, chi-square tests, negative binomial and logistic regression modelling were applied to determine: (a) municipality characteristics predicting Portuguese and International physicians’ geographical distribution, and; (b) doctors’ characteristics that could increase the odds of residing outside the country’s metropolitan areas. Results There were 39,473 physicians in Portugal in 2008, 51.1% of whom male, and 40.2% between 41 and 55?years of age. They were predominantly Portuguese (90.5%), with Spanish, Brazilian and African nationalities also represented. Population, Population’s Purchasing Power, Nurses per capita and Municipality Development Index (MDI) were the municipality characteristics displaying the strongest association with national physicians’ location. For foreign physicians, the MDI was not statistically significant, while municipalities’ foreign population applying for residence appeared to be an additional positive factor in their location decisions. In general, being foreigner and male resulted to be the physician characteristics increasing the odds of residing outside the metropolitan areas. However, among the internationals, older doctors were more likely to reside outside metropolitan areas. Being Spanish or Brazilian (but not of African origin) was found to increase the odds of being based outside the Lisbon and Oporto metropolitan areas. Conclusions The present study showed the relevance of studying one country’s physician population to understand the factors driving national and international doctors’ location decisions. A more nuanced understanding of national and foreign doctors’ location appears to be needed to design more effective policies to reduce the imbalance of medical services across geographical areas.
机译:背景技术在过去的40年中,有关医师地理分布的争论引起了经济和公共卫生文献的关注。尽管如此,迄今为止,尚不清楚是什么因素影响了医师的位置,以及外国医师是否做出了贡献,以填补任何国家中国家医师留下的地理空白。本研究着手调查葡萄牙国内和国际医生的当前分布,目的是了解其决定因素,并为决策者确定影响其的政策提供依据。方法进行了一项针对当前在葡萄牙注册的医生的横断面研究,以描述其人口,并探讨医生居住模式与相关个人和市政特征的关联。分析了葡萄牙医学委员会关于医生居住地和特征的数据,以及国家统计局关于市政当局的人口,生活水平和医疗保健网络的数据。描述性统计,卡方检验,负二项式和逻辑回归模型用于确定:(a)预测葡萄牙和国际医生地理分布的城市特征,以及(b)医生的特征可能会增加在该国大都市区以外居住的可能性。结果2008年,葡萄牙共有39,473名医生,其中男性占51.1%,年龄在41至55岁之间的占40.2%。他们主要是葡萄牙人(90.5%),并以西班牙,巴西和非洲国籍为代表。人口,人口的购买力,人均护士和市政发展指数(MDI)是与国家医师所在地联系最紧密的市政特征。对于外国医生而言,MDI在统计上并不显着,而市政当局申请居住的外国人口似乎是他们选择居住地的另一个积极因素。通常,外国人和男性是医生的特征,从而增加了在大都市区以外居住的可能性。但是,在国际人士中,年长的医生更有可能居住在大都市区以外。人们发现,西班牙语或巴西人(而非非洲裔)增加了在里斯本和波尔图大都会区以外地区居住的可能性。结论本研究表明,研究一个国家的医生人数以了解驱动国内和国际医生就地决定的因素具有重要意义。为了设计出更有效的政策来减少整个地理区域医疗服务的不平衡,似乎需要对国内外医生的位置进行更细微的了解。

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