Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation
Aim. To analyze the associations of health care system resources utilization and temporary disability (TD) with the main cardiovascular risk factors (RF) at the population and individual level in working age population based on ESSE-RF study data.Material and methods. The analysis was based on ESSE-...
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| Format: | Article |
| Language: | English |
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Столичная издательская компания
2020-03-01
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| Series: | Рациональная фармакотерапия в кардиологии |
| Subjects: | |
| Online Access: | https://www.rpcardio.online/jour/article/view/2125 |
| _version_ | 1797232091774058496 |
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| author | E. I. Suvorova A. V. Kontsevaya S. A. Shalnova A. D. Deev Yu. A. Balanova |
| author_facet | E. I. Suvorova A. V. Kontsevaya S. A. Shalnova A. D. Deev Yu. A. Balanova |
| author_sort | E. I. Suvorova |
| collection | DOAJ |
| description | Aim. To analyze the associations of health care system resources utilization and temporary disability (TD) with the main cardiovascular risk factors (RF) at the population and individual level in working age population based on ESSE-RF study data.Material and methods. The analysis was based on ESSE-RF study data. Standard epidemiological survey methods and evaluation criteria were used. Analysis of probability and number of outpatient visits, hospitalizations, ambulance calls and TD was conducted by using hurdle model. Hypertension, obesity, hypercholesterolemia, hyperglycemia and tobacco consumption were independent variables.Results. A total of 21923 individuals aged 25-64 years were included: men – 8373 (38%) and women – 13550 (62%). The probability of outpatient visits significantly determined in group with tobacco consumption and with hypercholesterolemia for men, and for women – in the smoking group, with obesity and with hyperglycemia. Numbers of outpatient visits has doubled for patient with hyperglycemia. The numbers of outpatient visits were higher among women smokers compared to non-smokers. Chance to be hospitalized significantly associate with smoking, obesity, hypercholesterolemia for men and with obesity, hyperglycemia – for women. Hypercholesterolemia was associated with a smaller number of inpatient treatment cases among men. The probability of ambulance calls increased for smoking men, for male group with hypertension, hypercholesterolemia, obesity and with hyperglycemia, at the same time, the likelihood increased in female group with hypertension, hyperglycemia, smoking and with obesity. In addition, numbers of ambulance calls were higher in 1.55 times for women with obesity (p<0.05).Conclusion. So, there is a significant association of probability of using and consumption level of healthcare recourse with the RF depending on the type of medical care, sex and RF. |
| first_indexed | 2024-03-08T14:01:06Z |
| format | Article |
| id | doaj.art-75aa758c0de5403d97d150dbacc3bf7b |
| institution | Directory Open Access Journal |
| issn | 1819-6446 2225-3653 |
| language | English |
| last_indexed | 2024-04-24T15:54:46Z |
| publishDate | 2020-03-01 |
| publisher | Столичная издательская компания |
| record_format | Article |
| series | Рациональная фармакотерапия в кардиологии |
| spelling | doaj.art-75aa758c0de5403d97d150dbacc3bf7b2024-04-01T07:43:39ZengСтоличная издательская компанияРациональная фармакотерапия в кардиологии1819-64462225-36532020-03-01161697410.20996/1819-6446-2020-02-181701Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian FederationE. I. Suvorova0A. V. Kontsevaya1S. A. Shalnova2A. D. Deev3Yu. A. Balanova4National Medical Research Center for Therapy and Preventive MedicineNational Medical Research Center for Therapy and Preventive MedicineNational Medical Research Center for Therapy and Preventive MedicineNational Medical Research Center for Therapy and Preventive MedicineNational Medical Research Center for Therapy and Preventive MedicineAim. To analyze the associations of health care system resources utilization and temporary disability (TD) with the main cardiovascular risk factors (RF) at the population and individual level in working age population based on ESSE-RF study data.Material and methods. The analysis was based on ESSE-RF study data. Standard epidemiological survey methods and evaluation criteria were used. Analysis of probability and number of outpatient visits, hospitalizations, ambulance calls and TD was conducted by using hurdle model. Hypertension, obesity, hypercholesterolemia, hyperglycemia and tobacco consumption were independent variables.Results. A total of 21923 individuals aged 25-64 years were included: men – 8373 (38%) and women – 13550 (62%). The probability of outpatient visits significantly determined in group with tobacco consumption and with hypercholesterolemia for men, and for women – in the smoking group, with obesity and with hyperglycemia. Numbers of outpatient visits has doubled for patient with hyperglycemia. The numbers of outpatient visits were higher among women smokers compared to non-smokers. Chance to be hospitalized significantly associate with smoking, obesity, hypercholesterolemia for men and with obesity, hyperglycemia – for women. Hypercholesterolemia was associated with a smaller number of inpatient treatment cases among men. The probability of ambulance calls increased for smoking men, for male group with hypertension, hypercholesterolemia, obesity and with hyperglycemia, at the same time, the likelihood increased in female group with hypertension, hyperglycemia, smoking and with obesity. In addition, numbers of ambulance calls were higher in 1.55 times for women with obesity (p<0.05).Conclusion. So, there is a significant association of probability of using and consumption level of healthcare recourse with the RF depending on the type of medical care, sex and RF.https://www.rpcardio.online/jour/article/view/2125risk factorshealth care resource utilizationhospitalizationsemergencymedical help seekingworking age |
| spellingShingle | E. I. Suvorova A. V. Kontsevaya S. A. Shalnova A. D. Deev Yu. A. Balanova Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation Рациональная фармакотерапия в кардиологии risk factors health care resource utilization hospitalizations emergency medical help seeking working age |
| title | Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation |
| title_full | Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation |
| title_fullStr | Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation |
| title_full_unstemmed | Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation |
| title_short | Association of the Level Healthcare Resource Consumption and Frequency of Temporary Disability Cases with Cardiovascular Risk Factors Based on Data of Population Study in Russian Federation |
| title_sort | association of the level healthcare resource consumption and frequency of temporary disability cases with cardiovascular risk factors based on data of population study in russian federation |
| topic | risk factors health care resource utilization hospitalizations emergency medical help seeking working age |
| url | https://www.rpcardio.online/jour/article/view/2125 |
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