Shushanik A. Sargsyan, Parandzem M. Hakobyan, Ruzanna Shushanyan, A. Mirzoyan, V. Blaginin
{"title":"社会经济和科学计量指标在癌症死亡率中的作用","authors":"Shushanik A. Sargsyan, Parandzem M. Hakobyan, Ruzanna Shushanyan, A. Mirzoyan, V. Blaginin","doi":"10.29141/2218-5003-2022-13-4-5","DOIUrl":null,"url":null,"abstract":"Scientific research in the field of healthcare contributes to solving not only medical, but also economic and social issues. One of the latest trends is the growing interest in evaluating the effectiveness of research conducted. In the current study, we have hypothesized that science contributes to the reduction of the Cancer Mortality Rate (CMR) by making awareness about and bringing attention to this disease. The purpose of our investigation is to study the possible correlation between five scientometric indicators (Web of Science Documents, International Collaborations, etc.) and CMR changes for 14 countries. Furthermore, the expenditures of GDP in both science and healthcare for each of the studied countries have been considered within the framework of cancer-science relations in order to find out the possible socio-economic impact on cancer incidence. Methodologically, the study relies on the principles of scientometric management. The research data were retrieved from Web of Science and the World Health Organization for the period from 1997 to 2017. To investigate the correlation between scientific research and the CMR, we have used bibliometric data and nonparametric statistical methods (the Kruskal-Wallis test, Spearman’s correlation coefficient) as well as the Dunn test of multiple group checks and the Shapiro-Wilk test. R language, Tidyverse package R and VOSviewer were used for data processing. The research results showed that during the period in question there was an increase in the CMR in Armenia and Georgia, while in Iran and Azerbaijan it remained almost consistent. For the rest of the countries from Asia and Europe, as well as Canada and the USA, the CMR experienced a downward trend. We have found close links between scientometric data, the CMR and economic costs for Europe and the USA. At the same time, for Armenia and neighbouring countries the correlation between the CMR and GDP was weak. Moreover, GDP costs incurred in healthcare and science did not have a positive effect on the CMR in Armenia, Azerbaijan and Georgia. This indicates that scientific and socio-economic factors are highly correlated with each other and, therefore, have a positive impact on the CMR, mainly in Europe and the USA. However, the science-health relationship in Armenia is still weak and requires efforts to prevent the continued rise in CMR levels. The findings of this study can also be applied to other fields of science and help to establish close links between scientometrics and various branches of medicine.","PeriodicalId":42955,"journal":{"name":"Upravlenets-The Manager","volume":null,"pages":null},"PeriodicalIF":0.5000,"publicationDate":"2022-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"The role of socio-economic and scientometric indicators in the cancer mortality rate\",\"authors\":\"Shushanik A. Sargsyan, Parandzem M. Hakobyan, Ruzanna Shushanyan, A. Mirzoyan, V. Blaginin\",\"doi\":\"10.29141/2218-5003-2022-13-4-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Scientific research in the field of healthcare contributes to solving not only medical, but also economic and social issues. One of the latest trends is the growing interest in evaluating the effectiveness of research conducted. In the current study, we have hypothesized that science contributes to the reduction of the Cancer Mortality Rate (CMR) by making awareness about and bringing attention to this disease. The purpose of our investigation is to study the possible correlation between five scientometric indicators (Web of Science Documents, International Collaborations, etc.) and CMR changes for 14 countries. Furthermore, the expenditures of GDP in both science and healthcare for each of the studied countries have been considered within the framework of cancer-science relations in order to find out the possible socio-economic impact on cancer incidence. Methodologically, the study relies on the principles of scientometric management. The research data were retrieved from Web of Science and the World Health Organization for the period from 1997 to 2017. To investigate the correlation between scientific research and the CMR, we have used bibliometric data and nonparametric statistical methods (the Kruskal-Wallis test, Spearman’s correlation coefficient) as well as the Dunn test of multiple group checks and the Shapiro-Wilk test. R language, Tidyverse package R and VOSviewer were used for data processing. The research results showed that during the period in question there was an increase in the CMR in Armenia and Georgia, while in Iran and Azerbaijan it remained almost consistent. For the rest of the countries from Asia and Europe, as well as Canada and the USA, the CMR experienced a downward trend. We have found close links between scientometric data, the CMR and economic costs for Europe and the USA. At the same time, for Armenia and neighbouring countries the correlation between the CMR and GDP was weak. Moreover, GDP costs incurred in healthcare and science did not have a positive effect on the CMR in Armenia, Azerbaijan and Georgia. This indicates that scientific and socio-economic factors are highly correlated with each other and, therefore, have a positive impact on the CMR, mainly in Europe and the USA. However, the science-health relationship in Armenia is still weak and requires efforts to prevent the continued rise in CMR levels. The findings of this study can also be applied to other fields of science and help to establish close links between scientometrics and various branches of medicine.\",\"PeriodicalId\":42955,\"journal\":{\"name\":\"Upravlenets-The Manager\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2022-09-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Upravlenets-The Manager\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.29141/2218-5003-2022-13-4-5\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Upravlenets-The Manager","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29141/2218-5003-2022-13-4-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MANAGEMENT","Score":null,"Total":0}
引用次数: 1
摘要
卫生保健领域的科学研究不仅有助于解决医疗问题,而且有助于解决经济和社会问题。最近的趋势之一是人们对评估所进行研究的有效性越来越感兴趣。在目前的研究中,我们假设科学通过提高对癌症的认识和关注,有助于降低癌症死亡率(CMR)。本研究的目的是研究14个国家的5个科学计量指标(Web of Science Documents, International collaboration等)与CMR变化之间可能存在的相关性。此外,在癌症科学关系的框架内考虑了每个被研究国家在科学和保健方面的国内生产总值支出,以便找出可能对癌症发病率产生的社会经济影响。在方法上,该研究依赖于科学计量管理的原则。研究数据从Web of Science和世界卫生组织(World Health Organization)检索,时间为1997年至2017年。本文采用文献计量学数据、非参数统计方法(Kruskal-Wallis检验、Spearman相关系数检验)以及多组检验的Dunn检验和Shapiro-Wilk检验来研究科研与CMR的相关性。使用R语言、Tidyverse R软件包和VOSviewer进行数据处理。研究结果表明,在上述期间,亚美尼亚和格鲁吉亚的CMR有所增加,而伊朗和阿塞拜疆的CMR几乎保持一致。对于亚洲和欧洲的其他国家,以及加拿大和美国,CMR经历了下降趋势。我们发现科学计量数据、CMR和欧洲和美国的经济成本之间存在密切联系。与此同时,对于亚美尼亚及其邻国来说,CMR与GDP之间的相关性很弱。此外,在亚美尼亚、阿塞拜疆和格鲁吉亚,医疗保健和科学方面的国内生产总值成本对CMR没有产生积极影响。这表明科学和社会经济因素相互之间高度相关,因此对CMR有积极影响,主要在欧洲和美国。然而,亚美尼亚的科学-卫生关系仍然薄弱,需要努力防止CMR水平继续上升。这项研究的发现也可以应用于其他科学领域,并有助于在科学计量学与医学的各个分支之间建立密切的联系。
The role of socio-economic and scientometric indicators in the cancer mortality rate
Scientific research in the field of healthcare contributes to solving not only medical, but also economic and social issues. One of the latest trends is the growing interest in evaluating the effectiveness of research conducted. In the current study, we have hypothesized that science contributes to the reduction of the Cancer Mortality Rate (CMR) by making awareness about and bringing attention to this disease. The purpose of our investigation is to study the possible correlation between five scientometric indicators (Web of Science Documents, International Collaborations, etc.) and CMR changes for 14 countries. Furthermore, the expenditures of GDP in both science and healthcare for each of the studied countries have been considered within the framework of cancer-science relations in order to find out the possible socio-economic impact on cancer incidence. Methodologically, the study relies on the principles of scientometric management. The research data were retrieved from Web of Science and the World Health Organization for the period from 1997 to 2017. To investigate the correlation between scientific research and the CMR, we have used bibliometric data and nonparametric statistical methods (the Kruskal-Wallis test, Spearman’s correlation coefficient) as well as the Dunn test of multiple group checks and the Shapiro-Wilk test. R language, Tidyverse package R and VOSviewer were used for data processing. The research results showed that during the period in question there was an increase in the CMR in Armenia and Georgia, while in Iran and Azerbaijan it remained almost consistent. For the rest of the countries from Asia and Europe, as well as Canada and the USA, the CMR experienced a downward trend. We have found close links between scientometric data, the CMR and economic costs for Europe and the USA. At the same time, for Armenia and neighbouring countries the correlation between the CMR and GDP was weak. Moreover, GDP costs incurred in healthcare and science did not have a positive effect on the CMR in Armenia, Azerbaijan and Georgia. This indicates that scientific and socio-economic factors are highly correlated with each other and, therefore, have a positive impact on the CMR, mainly in Europe and the USA. However, the science-health relationship in Armenia is still weak and requires efforts to prevent the continued rise in CMR levels. The findings of this study can also be applied to other fields of science and help to establish close links between scientometrics and various branches of medicine.