Prescribed-drug utilization and polypharmacy in a general population in Greece: association with sociodemographic, health needs, health-services utilization, and lifestyle factors
Purpose Our aim was to analyze, in a multivariate framework, how sociodemographic, health-service utilization, health needs, and lifestyle risk factors influence drug utilization and polypharmacy (PP) in a general population in Greece. Methods The cross-sectional study took place in 2006. In total 1...
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description | Purpose Our aim was to analyze, in a multivariate framework, how sociodemographic, health-service utilization, health needs, and lifestyle risk factors influence drug utilization and polypharmacy (PP) in a general population in Greece. Methods The cross-sectional study took place in 2006. In total 1,005 individuals (>18 years old) of 1,388 who were approached (response rate 72.4%) were interviewed by trained interviewers. Thirty-seven reported only over-the-counter (OTC) drug use and were excluded. The final sample was 968 individuals. Multivariable logistic regression and multinomial regression analyses were conducted to determine the predictors of drug use and PP at a significance level of p < 0.05. Results The results revealed a high rate of drug use and PP. Drug use and PP were more common among women and increased with age. Advanced age 65+ [odds ratio (OR) 11.6), university education (OR 2.3), visits to physician (OR 2.2), comorbidity (OR 6.8), or poor physical and mental health were associated with higher likelihood of using drugs. Minor (two to three drugs) and major (four or more drugs) PP depended on comorbidity, physical health, and increased age. Furthermore, visits to physicians (OR 1.1), smoking (OR 3.0), and obesity (OR 3.8) increased the likelihood of major PP. Conclusions Overall, drug utilization and PP depended on health needs followed by education, utilization of health services, and age. Social disparities do persist and, after adjustments for health needs and obesity, had a significant influence on PP. |
doi_str_mv | 10.1007/s00228-010-0940-0 |
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A ; Tountas, Y ; Niakas, D</creator><creatorcontrib>Pappa, E ; Kontodimopoulos, N ; Papadopoulos, A. A ; Tountas, Y ; Niakas, D</creatorcontrib><description>Purpose Our aim was to analyze, in a multivariate framework, how sociodemographic, health-service utilization, health needs, and lifestyle risk factors influence drug utilization and polypharmacy (PP) in a general population in Greece. Methods The cross-sectional study took place in 2006. In total 1,005 individuals (>18 years old) of 1,388 who were approached (response rate 72.4%) were interviewed by trained interviewers. Thirty-seven reported only over-the-counter (OTC) drug use and were excluded. The final sample was 968 individuals. Multivariable logistic regression and multinomial regression analyses were conducted to determine the predictors of drug use and PP at a significance level of p < 0.05. Results The results revealed a high rate of drug use and PP. Drug use and PP were more common among women and increased with age. Advanced age 65+ [odds ratio (OR) 11.6), university education (OR 2.3), visits to physician (OR 2.2), comorbidity (OR 6.8), or poor physical and mental health were associated with higher likelihood of using drugs. Minor (two to three drugs) and major (four or more drugs) PP depended on comorbidity, physical health, and increased age. Furthermore, visits to physicians (OR 1.1), smoking (OR 3.0), and obesity (OR 3.8) increased the likelihood of major PP. Conclusions Overall, drug utilization and PP depended on health needs followed by education, utilization of health services, and age. Social disparities do persist and, after adjustments for health needs and obesity, had a significant influence on PP.</description><identifier>ISSN: 0031-6970</identifier><identifier>EISSN: 1432-1041</identifier><identifier>DOI: 10.1007/s00228-010-0940-0</identifier><identifier>PMID: 21069519</identifier><language>eng</language><publisher>Berlin/Heidelberg: Berlin/Heidelberg : Springer-Verlag</publisher><subject>Adult ; Age Factors ; Aged ; Aged, 80 and over ; Biological and medical sciences ; Biomedical and Life Sciences ; Biomedicine ; Cross-Sectional Studies ; Drug use ; Drug Utilization - trends ; Female ; Greece ; Health behavior ; Health needs ; Health Services - utilization ; Health Services Needs and Demand ; Health Surveys ; Humans ; Life Style ; Lifestyles ; Male ; Medical sciences ; Middle Aged ; Pharmacoepidemiology and Prescription ; Pharmacology. Drug treatments ; Pharmacology/Toxicology ; Polypharmacy ; population ; Prescription Drugs - therapeutic use ; Prescriptions ; Sex Factors ; sociodemographic characteristics ; Socioeconomic Factors ; Young Adult</subject><ispartof>European journal of clinical pharmacology, 2011-02, Vol.67 (2), p.185-192</ispartof><rights>Springer-Verlag 2010</rights><rights>2015 INIST-CNRS</rights><rights>Springer-Verlag 2011</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c501t-d3204cb1b9f944094c4c584cdfdaf468106dd8508ea4e2a651a9cb6c2a48c1ff3</citedby><cites>FETCH-LOGICAL-c501t-d3204cb1b9f944094c4c584cdfdaf468106dd8508ea4e2a651a9cb6c2a48c1ff3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00228-010-0940-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00228-010-0940-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27903,27904,41467,42536,51297</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23834887$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21069519$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-00640233$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Pappa, E</creatorcontrib><creatorcontrib>Kontodimopoulos, N</creatorcontrib><creatorcontrib>Papadopoulos, A. A</creatorcontrib><creatorcontrib>Tountas, Y</creatorcontrib><creatorcontrib>Niakas, D</creatorcontrib><title>Prescribed-drug utilization and polypharmacy in a general population in Greece: association with sociodemographic, health needs, health-services utilization, and lifestyle factors</title><title>European journal of clinical pharmacology</title><addtitle>Eur J Clin Pharmacol</addtitle><addtitle>Eur J Clin Pharmacol</addtitle><description>Purpose Our aim was to analyze, in a multivariate framework, how sociodemographic, health-service utilization, health needs, and lifestyle risk factors influence drug utilization and polypharmacy (PP) in a general population in Greece. Methods The cross-sectional study took place in 2006. In total 1,005 individuals (>18 years old) of 1,388 who were approached (response rate 72.4%) were interviewed by trained interviewers. Thirty-seven reported only over-the-counter (OTC) drug use and were excluded. The final sample was 968 individuals. Multivariable logistic regression and multinomial regression analyses were conducted to determine the predictors of drug use and PP at a significance level of p < 0.05. Results The results revealed a high rate of drug use and PP. Drug use and PP were more common among women and increased with age. Advanced age 65+ [odds ratio (OR) 11.6), university education (OR 2.3), visits to physician (OR 2.2), comorbidity (OR 6.8), or poor physical and mental health were associated with higher likelihood of using drugs. Minor (two to three drugs) and major (four or more drugs) PP depended on comorbidity, physical health, and increased age. Furthermore, visits to physicians (OR 1.1), smoking (OR 3.0), and obesity (OR 3.8) increased the likelihood of major PP. Conclusions Overall, drug utilization and PP depended on health needs followed by education, utilization of health services, and age. Social disparities do persist and, after adjustments for health needs and obesity, had a significant influence on PP.</description><subject>Adult</subject><subject>Age Factors</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Biological and medical sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cross-Sectional Studies</subject><subject>Drug use</subject><subject>Drug Utilization - trends</subject><subject>Female</subject><subject>Greece</subject><subject>Health behavior</subject><subject>Health needs</subject><subject>Health Services - utilization</subject><subject>Health Services Needs and Demand</subject><subject>Health Surveys</subject><subject>Humans</subject><subject>Life Style</subject><subject>Lifestyles</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Pharmacoepidemiology and Prescription</subject><subject>Pharmacology. Drug treatments</subject><subject>Pharmacology/Toxicology</subject><subject>Polypharmacy</subject><subject>population</subject><subject>Prescription Drugs - therapeutic use</subject><subject>Prescriptions</subject><subject>Sex Factors</subject><subject>sociodemographic characteristics</subject><subject>Socioeconomic Factors</subject><subject>Young Adult</subject><issn>0031-6970</issn><issn>1432-1041</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9kc9u1DAQxiMEokvhAbhAhIQQUgPj2Mkm3KoKWqSVQIKerVl7vOvKG6d2UrS8Fi-IQ7Yt4sDFlr_5zR_Pl2XPGbxjAMv3EaAsmwIYFNCKdDzIFkzwsmAg2MNsAcBZUbdLOMqexHgFwKoW-OPsqGRQtxVrF9mvr4GiCnZNutBh3OTjYJ39iYP1XY6dznvv9v0Www7VPrdJyzfUUUCXIv3oZjDp54FI0YccY_TKzvIPO2zz6ek17fwmYL-16iTfEroU6Ih0vH0VkcKNVRT_HuDkzwTOGorD3lFuUA0-xKfZI4Mu0rPDfZxdfvr4_eyiWH05_3x2uipUBWwoNC9BqDVbt6YVIi1ICVU1Qmmj0Yi6STvQuqmgIRRUYl0xbNW6ViWKRjFj-HH2dq67RSf7YHcY9tKjlRenKzlpALWAkvMbltg3M9sHfz2meeXORkXOYUd-jLIRXDDWVnUiX_1DXvkxdOkjCQK25HU9QWyGVPAxBjJ3_RnIyXs5ey-T93LyXkLKeXEoPK53pO8ybs1OwOsDgFGhMwE7ZeM9xxsummaZuHLmYgp1Gwr3E_6v-8s5yaCXuAmp8OW3EhgH1pZNteT8Nw-00u8</recordid><startdate>20110201</startdate><enddate>20110201</enddate><creator>Pappa, E</creator><creator>Kontodimopoulos, N</creator><creator>Papadopoulos, A. A</creator><creator>Tountas, Y</creator><creator>Niakas, D</creator><general>Berlin/Heidelberg : Springer-Verlag</general><general>Springer-Verlag</general><general>Springer</general><general>Springer Nature B.V</general><general>Springer Verlag</general><scope>FBQ</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7TK</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M1P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope></search><sort><creationdate>20110201</creationdate><title>Prescribed-drug utilization and polypharmacy in a general population in Greece: association with sociodemographic, health needs, health-services utilization, and lifestyle factors</title><author>Pappa, E ; Kontodimopoulos, N ; Papadopoulos, A. A ; Tountas, Y ; Niakas, D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c501t-d3204cb1b9f944094c4c584cdfdaf468106dd8508ea4e2a651a9cb6c2a48c1ff3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Adult</topic><topic>Age Factors</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Biological and medical sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cross-Sectional Studies</topic><topic>Drug use</topic><topic>Drug Utilization - trends</topic><topic>Female</topic><topic>Greece</topic><topic>Health behavior</topic><topic>Health needs</topic><topic>Health Services - utilization</topic><topic>Health Services Needs and Demand</topic><topic>Health Surveys</topic><topic>Humans</topic><topic>Life Style</topic><topic>Lifestyles</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Pharmacoepidemiology and Prescription</topic><topic>Pharmacology. Drug treatments</topic><topic>Pharmacology/Toxicology</topic><topic>Polypharmacy</topic><topic>population</topic><topic>Prescription Drugs - therapeutic use</topic><topic>Prescriptions</topic><topic>Sex Factors</topic><topic>sociodemographic characteristics</topic><topic>Socioeconomic Factors</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pappa, E</creatorcontrib><creatorcontrib>Kontodimopoulos, N</creatorcontrib><creatorcontrib>Papadopoulos, A. 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A</au><au>Tountas, Y</au><au>Niakas, D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prescribed-drug utilization and polypharmacy in a general population in Greece: association with sociodemographic, health needs, health-services utilization, and lifestyle factors</atitle><jtitle>European journal of clinical pharmacology</jtitle><stitle>Eur J Clin Pharmacol</stitle><addtitle>Eur J Clin Pharmacol</addtitle><date>2011-02-01</date><risdate>2011</risdate><volume>67</volume><issue>2</issue><spage>185</spage><epage>192</epage><pages>185-192</pages><issn>0031-6970</issn><eissn>1432-1041</eissn><abstract>Purpose Our aim was to analyze, in a multivariate framework, how sociodemographic, health-service utilization, health needs, and lifestyle risk factors influence drug utilization and polypharmacy (PP) in a general population in Greece. Methods The cross-sectional study took place in 2006. In total 1,005 individuals (>18 years old) of 1,388 who were approached (response rate 72.4%) were interviewed by trained interviewers. Thirty-seven reported only over-the-counter (OTC) drug use and were excluded. The final sample was 968 individuals. Multivariable logistic regression and multinomial regression analyses were conducted to determine the predictors of drug use and PP at a significance level of p < 0.05. Results The results revealed a high rate of drug use and PP. Drug use and PP were more common among women and increased with age. Advanced age 65+ [odds ratio (OR) 11.6), university education (OR 2.3), visits to physician (OR 2.2), comorbidity (OR 6.8), or poor physical and mental health were associated with higher likelihood of using drugs. Minor (two to three drugs) and major (four or more drugs) PP depended on comorbidity, physical health, and increased age. Furthermore, visits to physicians (OR 1.1), smoking (OR 3.0), and obesity (OR 3.8) increased the likelihood of major PP. Conclusions Overall, drug utilization and PP depended on health needs followed by education, utilization of health services, and age. Social disparities do persist and, after adjustments for health needs and obesity, had a significant influence on PP.</abstract><cop>Berlin/Heidelberg</cop><pub>Berlin/Heidelberg : Springer-Verlag</pub><pmid>21069519</pmid><doi>10.1007/s00228-010-0940-0</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Age Factors Aged Aged, 80 and over Biological and medical sciences Biomedical and Life Sciences Biomedicine Cross-Sectional Studies Drug use Drug Utilization - trends Female Greece Health behavior Health needs Health Services - utilization Health Services Needs and Demand Health Surveys Humans Life Style Lifestyles Male Medical sciences Middle Aged Pharmacoepidemiology and Prescription Pharmacology. Drug treatments Pharmacology/Toxicology Polypharmacy population Prescription Drugs - therapeutic use Prescriptions Sex Factors sociodemographic characteristics Socioeconomic Factors Young Adult |
title | Prescribed-drug utilization and polypharmacy in a general population in Greece: association with sociodemographic, health needs, health-services utilization, and lifestyle factors |
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