Skip to main content
Top
Published in: Journal of Public Health 5/2015

01-10-2015 | Original Article

Relationship of behavioral risk factors for chronic diseases and preventive health services utilization among adults, aged 50+, from eleven European countries

Authors: Manolis Linardakis, Angeliki Papadaki, Emmanouil Smpokos, Katerina Micheli, Maria Vozikaki, Anastas Philalithis

Published in: Journal of Public Health | Issue 5/2015

Login to get access

Abstract

Aim

The current study aims to assess the relationship between behavioral risk factors (BRFs) for chronic diseases and preventive health services utilization among European adults.

Subjects and Methods

We used data from 16,125 adults, aged 50+ years, from 11 countries participating in the Survey of Health, Ageing and Retirement in Europe (2004/05). Prevalence of BRFs (high body weight, smoking, physical inactivity and risky alcohol consumption) was examined in relation to preventive health services utilization, which was assessed via a 12-component score (PHSUs) (scale: 0–100). Estimations were based on the complex study design.

Results

Of the participants, 90.7% were seeing a general practitioner (GP) and 52.7% had 2+ BRFs. Adults with high body weight had lower odds of seeing a dentist (0.75, p < 0.05) or having sigmoidoscopy/colonoscopy (0.70, p < 0.05) and higher odds of receiving GP advice to exercise regularly (1.56, p < 0.05). Smokers had lower odds of having mammograms (0.76, p < 0.05), sigmoidoscopy/colonoscopy (0.72, p < 0.05) and being tested for hidden blood in stool (0.63, p < 0.05). Risky drinkers had lower odds of having mammograms (0.23, p < 0.05). Lower mean PHSUs were found for adults with high body weight (p = 0.001), smokers (p = 0.001) and risky drinkers (p = 0.008), while PHSUs did not differ by BRF clusters (p = 0.218). In adults with 2+ BRFs, Greece was the country with the lowest mean PHSUs (28.0, p < 0.05).

Conclusion

Adults with high body weight, those who smoked and were risky drinkers used fewer preventive health services. Primary prevention programs should be developed to reduce BRF prevalence and promote preventive health services use in this population.
Literature
go back to reference Anderson LH, Martinson BC, Crain AL, Pronk NP, Whitebird RR, O'Connor PJ, Fine LJ (2005) Health care charges associated with physical inactivity, overweight, and obesity. Prev Chronic Dis 2(4):A09PubMedCentralPubMed Anderson LH, Martinson BC, Crain AL, Pronk NP, Whitebird RR, O'Connor PJ, Fine LJ (2005) Health care charges associated with physical inactivity, overweight, and obesity. Prev Chronic Dis 2(4):A09PubMedCentralPubMed
go back to reference BenDebba M, Heller J, Ducker T, Eisinger J (2002) Cervical spine outcomes questionnaire: its development and psychometric properties. Spine (Phila Pa 1976) 27(19):2116–2123CrossRef BenDebba M, Heller J, Ducker T, Eisinger J (2002) Cervical spine outcomes questionnaire: its development and psychometric properties. Spine (Phila Pa 1976) 27(19):2116–2123CrossRef
go back to reference Bertakis KD, Azari R (2006) The influence of obesity, alcohol abuse, and smoking on utilization of health care services. Fam Med 38(6):427–434PubMed Bertakis KD, Azari R (2006) The influence of obesity, alcohol abuse, and smoking on utilization of health care services. Fam Med 38(6):427–434PubMed
go back to reference Borsch-Supan A, Brugiavini A (eds) (2005) The Survey of Health, Ageing and Retirement in Europe—methodology. Mannheim Research Institute for the Economics of Ageing, Mannheim Borsch-Supan A, Brugiavini A (eds) (2005) The Survey of Health, Ageing and Retirement in Europe—methodology. Mannheim Research Institute for the Economics of Ageing, Mannheim
go back to reference Borsch-Supan A, Brandt M, Hunkler C, Kneip T, Korbmacher J, Malter F, Schaan B, Stuck S, Zuber S (2013) Data Resource Profile: the Survey of Health, Ageing and Retirement in Europe (SHARE). Int J Epidemiol 42(4):992–1001PubMedCentralCrossRefPubMed Borsch-Supan A, Brandt M, Hunkler C, Kneip T, Korbmacher J, Malter F, Schaan B, Stuck S, Zuber S (2013) Data Resource Profile: the Survey of Health, Ageing and Retirement in Europe (SHARE). Int J Epidemiol 42(4):992–1001PubMedCentralCrossRefPubMed
go back to reference Ferrante J, Fyffe D, Vega M, Piasecki A, Ohman-Strickland P, Crabtree B (2010) Family physicians’ barriers to cancer screening in extremely obese patients. Obesity (Silver Spring) 18(6):1153–1159CrossRef Ferrante J, Fyffe D, Vega M, Piasecki A, Ohman-Strickland P, Crabtree B (2010) Family physicians’ barriers to cancer screening in extremely obese patients. Obesity (Silver Spring) 18(6):1153–1159CrossRef
go back to reference Fine LJ, Philogene GS, Gramling R, Coups EJ, Sinha S (2004) Prevalence of multiple chronic disease risk factors. 2001 National Health Interview Survey. Am J Prev Med 27(2 Suppl):18–24CrossRefPubMed Fine LJ, Philogene GS, Gramling R, Coups EJ, Sinha S (2004) Prevalence of multiple chronic disease risk factors. 2001 National Health Interview Survey. Am J Prev Med 27(2 Suppl):18–24CrossRefPubMed
go back to reference Hallberg D (2006) Cross-national differences in income poverty among Europe’s 50+. Working Paper 2006:14, ISSN 1653–6975, Uppsala-Sweden Hallberg D (2006) Cross-national differences in income poverty among Europe’s 50+. Working Paper 2006:14, ISSN 1653–6975, Uppsala-Sweden
go back to reference Hill RK, Thompson JW, Shaw JL, Pinidiya SD, Card-Higginson P (2009) Self-reported health risks linked to health plan cost and age group. Am J Prev Med 36(6):468–474CrossRefPubMed Hill RK, Thompson JW, Shaw JL, Pinidiya SD, Card-Higginson P (2009) Self-reported health risks linked to health plan cost and age group. Am J Prev Med 36(6):468–474CrossRefPubMed
go back to reference Jurges H, Avendano M, Mackenbach JP (2008) Are different measures of self-rated health comparable? An assessment in five European countries. Eur J Epidemiol 23(12):773–781CrossRefPubMed Jurges H, Avendano M, Mackenbach JP (2008) Are different measures of self-rated health comparable? An assessment in five European countries. Eur J Epidemiol 23(12):773–781CrossRefPubMed
go back to reference Kim DH, Sagar UN, Adams S, Whellan DJ (2009) Lifestyle risk factors and utilization of preventive services in disabled elderly adults in the community. J Community Health 34(5):440–448CrossRefPubMed Kim DH, Sagar UN, Adams S, Whellan DJ (2009) Lifestyle risk factors and utilization of preventive services in disabled elderly adults in the community. J Community Health 34(5):440–448CrossRefPubMed
go back to reference Klein-Geltink JE, Choi BC, Fry RN (2006) Multiple exposures to smoking, alcohol, physical inactivity and overweight: Prevalences according to the Canadian Community Health Survey Cycle 1.1. Chronic Dis Can 27(1):25–33PubMed Klein-Geltink JE, Choi BC, Fry RN (2006) Multiple exposures to smoking, alcohol, physical inactivity and overweight: Prevalences according to the Canadian Community Health Survey Cycle 1.1. Chronic Dis Can 27(1):25–33PubMed
go back to reference Linardakis M, Smpokos E, Papadaki A, Komninos ID, Tzanakis N, Philalithis A (2013) Prevalence of multiple behavioral risk factors for chronic diseases in adults aged 50+, from eleven European countries-the SHARE study (2004). Prev Med 57(3):168–172CrossRefPubMed Linardakis M, Smpokos E, Papadaki A, Komninos ID, Tzanakis N, Philalithis A (2013) Prevalence of multiple behavioral risk factors for chronic diseases in adults aged 50+, from eleven European countries-the SHARE study (2004). Prev Med 57(3):168–172CrossRefPubMed
go back to reference Linardakis M, Papadaki A, Smpokos E, Komninos I, Philalithis A (2014) Multiple behavioral risk factors for chronic diseases in adults aged 50+: regional differences across eleven European countries. J Public Health (Germany) 22:101–109. doi:10.1007/s10389-013-0597-0 CrossRef Linardakis M, Papadaki A, Smpokos E, Komninos I, Philalithis A (2014) Multiple behavioral risk factors for chronic diseases in adults aged 50+: regional differences across eleven European countries. J Public Health (Germany) 22:101–109. doi:10.​1007/​s10389-013-0597-0 CrossRef
go back to reference Lionis C, Symvoulakis EK, Markaki A, Vardavas C, Papadakaki M, Daniilidou N, Souliotis K, Kyriopoulos I (2009) Integrated primary health care in Greece, a missing issue in the current health policy agenda: a systematic review. Int J Integr Care 9, e88PubMedCentralPubMed Lionis C, Symvoulakis EK, Markaki A, Vardavas C, Papadakaki M, Daniilidou N, Souliotis K, Kyriopoulos I (2009) Integrated primary health care in Greece, a missing issue in the current health policy agenda: a systematic review. Int J Integr Care 9, e88PubMedCentralPubMed
go back to reference Littman AJ, Koepsell TD, Forsberg CW, Boyko EJ, Yancy WS Jr (2011) Preventive care in relation to obesity: an analysis of a large, national survey. Am J Prev Med 41(5):465–472CrossRefPubMed Littman AJ, Koepsell TD, Forsberg CW, Boyko EJ, Yancy WS Jr (2011) Preventive care in relation to obesity: an analysis of a large, national survey. Am J Prev Med 41(5):465–472CrossRefPubMed
go back to reference Maciosek M, Coffield A, Flottemesch T, Edwards N, Solberg L (2010) Greater use of preventive services in US health care could save lives at little or no cost. Health Aff (Millwood) 29(9):1656–1660CrossRef Maciosek M, Coffield A, Flottemesch T, Edwards N, Solberg L (2010) Greater use of preventive services in US health care could save lives at little or no cost. Health Aff (Millwood) 29(9):1656–1660CrossRef
go back to reference Ostbye T, Taylor DJ, Yancy WJ, Krause K (2005) Associations between obesity and receipt of screening mammography, Papanicolaou tests, and influenza vaccination: results from the Health and Retirement Study (HRS) and the Asset and Health Dynamics Among the Oldest Old (AHEAD) Study. Am J Public Health 95(9):1623–1630PubMedCentralCrossRefPubMed Ostbye T, Taylor DJ, Yancy WJ, Krause K (2005) Associations between obesity and receipt of screening mammography, Papanicolaou tests, and influenza vaccination: results from the Health and Retirement Study (HRS) and the Asset and Health Dynamics Among the Oldest Old (AHEAD) Study. Am J Public Health 95(9):1623–1630PubMedCentralCrossRefPubMed
go back to reference Pavi E, Karampli E, Zavras D, Dardavesis T, Kyriopoulos J (2010) Social determinants of dental health services utilisation of Greek adults. Community Dent Health 27(3):145–150PubMed Pavi E, Karampli E, Zavras D, Dardavesis T, Kyriopoulos J (2010) Social determinants of dental health services utilisation of Greek adults. Community Dent Health 27(3):145–150PubMed
go back to reference Peytremann-Bridevaux I, Santos-Eggimann B (2007) Use of preventive services of overweight and obese Europeans aged 50–79 years. J Gen Intern Med 22(7):923–929PubMedCentralCrossRefPubMed Peytremann-Bridevaux I, Santos-Eggimann B (2007) Use of preventive services of overweight and obese Europeans aged 50–79 years. J Gen Intern Med 22(7):923–929PubMedCentralCrossRefPubMed
go back to reference Sari N (2009) Physical inactivity and its impact on healthcare utilization. Health Econ 18(8):885–901CrossRefPubMed Sari N (2009) Physical inactivity and its impact on healthcare utilization. Health Econ 18(8):885–901CrossRefPubMed
go back to reference Silva DA, Peres KG, Boing AF, Gonzalez-Chica DA, Peres MA (2013) Clustering of risk behaviors for chronic noncommunicable diseases: a population-based study in southern Brazil. Prev Med 56(1):20–24CrossRefPubMed Silva DA, Peres KG, Boing AF, Gonzalez-Chica DA, Peres MA (2013) Clustering of risk behaviors for chronic noncommunicable diseases: a population-based study in southern Brazil. Prev Med 56(1):20–24CrossRefPubMed
go back to reference Sturm R (2002) The effects of obesity, smoking, and drinking on medical problems and costs. Health Aff (Millwood) 21(2):245–253CrossRef Sturm R (2002) The effects of obesity, smoking, and drinking on medical problems and costs. Health Aff (Millwood) 21(2):245–253CrossRef
go back to reference Tountas Y, Karnaki P, Pavi E (2002) Reforming the reform: the Greek National Health System in transition. Health Policy 62(1):15–29CrossRefPubMed Tountas Y, Karnaki P, Pavi E (2002) Reforming the reform: the Greek National Health System in transition. Health Policy 62(1):15–29CrossRefPubMed
go back to reference Vals K, Kiivet RA, Leinsalu M (2013) Alcohol consumption, smoking and overweight as a burden for health care services utilization: a cross-sectional study in Estonia. BMC Public Health 13:772PubMedCentralCrossRefPubMed Vals K, Kiivet RA, Leinsalu M (2013) Alcohol consumption, smoking and overweight as a burden for health care services utilization: a cross-sectional study in Estonia. BMC Public Health 13:772PubMedCentralCrossRefPubMed
go back to reference Vander Weg MW, Howren MB, Cai X (2012) Use of routine clinical preventive services among daily smokers, non-daily smokers, former smokers, and never-smokers. Nicotine Tob Res 14(2):123–130CrossRefPubMed Vander Weg MW, Howren MB, Cai X (2012) Use of routine clinical preventive services among daily smokers, non-daily smokers, former smokers, and never-smokers. Nicotine Tob Res 14(2):123–130CrossRefPubMed
go back to reference World Health Organization (2010) Global status report on noncommunicable diseases. World Health Organization, Geneva World Health Organization (2010) Global status report on noncommunicable diseases. World Health Organization, Geneva
go back to reference World Health Organization (2011) Noncommunicable diseases country profiles 2011. World Health Organization, Geneva World Health Organization (2011) Noncommunicable diseases country profiles 2011. World Health Organization, Geneva
Metadata
Title
Relationship of behavioral risk factors for chronic diseases and preventive health services utilization among adults, aged 50+, from eleven European countries
Authors
Manolis Linardakis
Angeliki Papadaki
Emmanouil Smpokos
Katerina Micheli
Maria Vozikaki
Anastas Philalithis
Publication date
01-10-2015
Publisher
Springer Berlin Heidelberg
Published in
Journal of Public Health / Issue 5/2015
Print ISSN: 2198-1833
Electronic ISSN: 1613-2238
DOI
https://doi.org/10.1007/s10389-015-0683-6

Other articles of this Issue 5/2015

Journal of Public Health 5/2015 Go to the issue