The impact of COVID-19 on the number and structure of medical specialists in Moscow

Q4 Medicine
Anna A. Karnafel, Anastasia M. Podchernina
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 Purpose. To assess the impact of the coronavirus pandemic on the number and structure of medical personnel in Moscow; to predict the number of medical personnel for a short-term period.
 Material and methods. The methods of mathematical-statistical and empirical analyses are used. To analyze the composition of medical personnel, data from the forms of federal statistical observation No. 30 “Information about a medical institution” provided by medical institutions in Moscow for 2013–2022 were used. Changes in the structure were estimated using the Gatev coefficient, Salai and Ryabtsev indices. The quality of proposed one–factor model (t — time) for prediction is proven by Fisher’s F-test and Student’s t-test (95 CI%).
 Results. During the pandemic, there was an outflow and shortage of doctors of certain specialties, which led to a huge overload of the remaining staff. As a result, the proportion of specialists under the age of 36 increased by 17.4%, and the number of therapists increased by 13.6%. The provision of doctors to the population in Moscow has increased by almost 5% over five years. By the end of 2023, the number of doctors of all specialties is expected to increase by 1.6–2.9%.
 Limitations of the study. When studying the number and composition of medical personnel, data from 251 medical institution of Moscow during 2013–2022 was used which is a fairly informative sample.
 Conclusion. The analysis showed a significant impact of COVID-19 on both the number and structure of medical personnel. There is a tendency to increase the number of doctors, and the enlargement of medical personnel is expected by the end of 2023.","PeriodicalId":39241,"journal":{"name":"Zdravookhranenie Rossiiskoi Federatsii / Ministerstvo zdravookhraneniia RSFSR","volume":"25 21","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zdravookhranenie Rossiiskoi Federatsii / Ministerstvo zdravookhraneniia RSFSR","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.47470/0044-197x-2023-67-5-382-388","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
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Abstract

Introduction. Despite the presence of positive trends in the provision of medical specialties, there are currently a number of personnel problems in both Russian and world health care. The experience of fighting against coronavirus has proved the importance of solving personnel problems in healthcare, strengthening medical personnel in particular. Purpose. To assess the impact of the coronavirus pandemic on the number and structure of medical personnel in Moscow; to predict the number of medical personnel for a short-term period. Material and methods. The methods of mathematical-statistical and empirical analyses are used. To analyze the composition of medical personnel, data from the forms of federal statistical observation No. 30 “Information about a medical institution” provided by medical institutions in Moscow for 2013–2022 were used. Changes in the structure were estimated using the Gatev coefficient, Salai and Ryabtsev indices. The quality of proposed one–factor model (t — time) for prediction is proven by Fisher’s F-test and Student’s t-test (95 CI%). Results. During the pandemic, there was an outflow and shortage of doctors of certain specialties, which led to a huge overload of the remaining staff. As a result, the proportion of specialists under the age of 36 increased by 17.4%, and the number of therapists increased by 13.6%. The provision of doctors to the population in Moscow has increased by almost 5% over five years. By the end of 2023, the number of doctors of all specialties is expected to increase by 1.6–2.9%. Limitations of the study. When studying the number and composition of medical personnel, data from 251 medical institution of Moscow during 2013–2022 was used which is a fairly informative sample. Conclusion. The analysis showed a significant impact of COVID-19 on both the number and structure of medical personnel. There is a tendency to increase the number of doctors, and the enlargement of medical personnel is expected by the end of 2023.
COVID-19对莫斯科医疗专家数量和结构的影响
介绍。尽管在提供医学专业方面出现了积极的趋势,但目前在俄罗斯和世界卫生保健领域都存在一些人员问题。抗击新冠肺炎疫情的经验证明,解决卫生保健人员问题,特别是加强医务人员队伍建设的重要性。目的。评估冠状病毒大流行对莫斯科医务人员数量和结构的影响;预测短期内医务人员的数量。 材料和方法。本文采用数理统计和实证分析相结合的方法。为了分析医务人员的构成,使用了莫斯科医疗机构提供的2013-2022年联邦统计观察表第30号“医疗机构信息”中的数据。利用Gatev系数、Salai和Ryabtsev指数估计结构的变化。提出的单因素模型(t -时间)的预测质量通过Fisher 's f检验和Student 's t检验(95% CI%)证明。结果。大流行期间,某些专科的医生出现外流和短缺,导致剩余工作人员严重超负荷。因此,36岁以下的专科医生比例增加了17.4%,治疗师人数增加了13.6%。在过去的五年中,为莫斯科人口提供的医生数量增加了近5%。到2023年底,各专科医生数量预计将增长1.6-2.9%。 本研究的局限性。在研究医务人员的数量和构成时,使用了2013-2022年莫斯科251家医疗机构的数据,这是一个信息量相当大的样本。 结论。分析显示,新冠肺炎疫情对医护人员的数量和结构都产生了重大影响。医生人数有增加的趋势,预计到2023年底将增加医务人员。
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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CiteScore
0.50
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0.00%
发文量
66
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