title: The relationship between healthy behaviors and health outcomes among older adults in Russia.
abstract: BACKGROUND
  Worldwide, populations are aging and the health of elderly individuals is deteriorating. Healthy habits may slow the process of health deterioration, but research investigating relationships between health and various health behaviors is lacking. This study aimed to investigate the relationships between health and health behaviors (alcohol consumption, smoking, dietary behavior, and physical activity) among older men and women in Russia.
  
  
  METHODS
  Wave 1 Study on Global AGEing and Adult Health data (2007-2010) collected in the European portion of the Russian Federation, southern federal districts of the European portion of Russia and from the Asian portion of the country were used for this study. Relationships between self-rated health and four risk behavior measures [physical activity, alcohol consumption, smoking, and dietary behavior (fruit and vegetable consumption)] were examined. Analyses controlled for several socioeconomic factors: gender, age, marital status, educational level, area of residence, ethnicity, and employment status. To estimate the effect of healthy behavior on the probability that participants rated their health as very good/good/moderate/bad/very bad, the ordered logit model and average marginal effects were used.
  
  
  RESULTS
  Sufficient physical activity affected self-rated health most significantly in both genders, whereas excessive alcohol consumption had no significant effect. Smoking had explanatory power (being a current smoker decreased the probability of a very good health assessment and increased the probability of a very bad rating compared with being a non-smoker) among men, but not women. Fruit and vegetable consumption had a strong effect on self-rated health among women, but not men.
  
  
  CONCLUSIONS
  The results of this study indicate that health behaviors, especially physical activity, are important for the health of Russia's older population. Smoking behavior had a strong impact on the health of men, whereas fruit and vegetable consumption was a relevant factor for women. Policies promoting smoking reduction and healthy diet should thus target older men and women, respectively.
authors.forename: Anna
authors.initials: A
authors.lastname: Selivanova
authors.affiliation: Institute of Health Policy and Management, Erasmus University Rotterdam, P,O, Box 1738, 3000, DR Rotterdam, the Netherlands. cramm@bmg.eur.nl.
authors.forename: Jane M
authors.initials: JM
authors.lastname: Cramm
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D000428:Alcohol Drinking / Q000453:epidemiology; D005260:Female; D015438:Health Behavior; D006299:Health Services for the Aged; D006304:Health Status; D006801:Humans; D016015:Logistic Models; D008297:Male; D008875:Middle Aged; D012426:Russia / Q000453:epidemiology; D012907:Smoking / Q000453:epidemiology; D012959:Socioeconomic Factors; D044465:White People