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Self-reported health in urban–rural continuum: a grid-based analysis of Northern Finland Birth Cohort 1966

  • Original Article
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International Journal of Public Health

Abstract

Objectives

To evaluate the association of self-reported health with residential area type defined by the population density in individual’s local environment using a population-based cohort in Finland.

Methods

Young adults of the Northern Finland Birth Cohort 1966 (4,201 women and 3,835 men), surveyed by a postal questionnaire in 1997, were linked to population density of their resident grid (1 km2) depicting different types of residential areas. Self-reported health was regressed on residential area type using ordinal logistic analysis, adjusting for psychosocial well-being, social relationships, health behaviour, education and residence time.

Results

Cumulative odds ratios (COR) for poor health were lowest in high-rise centres, highest in scattered settlement areas and second highest in transitional zones. Adjustments (especially for education and time of residence) reduced the CORs to insignificance except the persistently high COR for women in scattered settlement areas.

Conclusion

Poor self-reported health is associated with individual’s residential area type, with the lowest occurrence in high-rise centres and higher elsewhere. The difference is likely explained, at least partly, by a complex of psychosocial factors, possibly different for women and men.

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References

  • Blane D (2003) Commentary: explanations of the differences in mortality risk between different educational groups. Int J Epidemiol 32(3):355–356

    Article  PubMed  Google Scholar 

  • Cummins S, Stafford M, Macintyre S, Marmot M, Ellaway A (2005) Neighbourhood environment and its association with self rated health: evidence from Scotland and England. J Epidemiol Community Health 59:207–213

    Article  PubMed  Google Scholar 

  • Cummins S, Curtis S, Diez-Roux AV, Macintyre S (2007) Understanding and representing ‘place’ in health research: a relational approach. Soc Sci Med 65:1825–1838

    Article  PubMed  Google Scholar 

  • Curtis S, Rees Jones I (1998) Is there a place for geography in the analysis of health inequality? Sociol Health Illn 20(5):645–672

    Article  Google Scholar 

  • Derogatis LR, Lipman RS, Rickels K, Uhlenluth EH, Covi L (1974) The Hopkins symptom checklist (HSCL): a self-report symptom inventory. Behav Sci 19(1):1–15

    Article  PubMed  CAS  Google Scholar 

  • Eberhardt MS, Pamuk ER (2004) The importance of place of residence: Examining health in rural and nonrural areas. Am J Public Health 94(10):1682–1686

    Article  PubMed  Google Scholar 

  • Ek E, Koiranen M, Järvelin M-R, Raatikka V-P, Taanila A (2008) Psychosocial factors as mediators between migration and subjective well-being among young Finnish adults. Soc Sci Med 66:1545–1556

    Article  PubMed  Google Scholar 

  • Gløersen E, Dubois A, Copus A, Schürmann C (2005) Northern peripheral, sparsely populated regions in the European Union. Nordregio Report 4. Nordregio, Stockholm

  • Heinrich LM, Gullone E (2006) The clinical significance of loneliness: a literature review. Clin Psychol Rev 26:695–718

    Article  PubMed  Google Scholar 

  • Idler EL, Benyamini Y (1997) Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav 38:21–37

    Article  PubMed  CAS  Google Scholar 

  • Isohanni I (2000) Education and mental disorders. A 31-year follow-up in the Northern Finland 1966 Birth Cohort. Acta Univ Ouluensis Medica D 617

  • Kaplan G, Baron-Epel O (2003) What lies behind the subjective evaluation of health status? Soc Sci Med 56:1669–1676

    Article  PubMed  Google Scholar 

  • Kaplan GA, Goldberg D, Everson S, Cohen R, Salonen R, Tuomilehto J, Salonen J (1996) Perceived health status and morbidity and mortality: evidence from the Kuopio ischaemic hearth disease risk factor study. Int J Epidemiol 25(2):259–265

    Article  PubMed  CAS  Google Scholar 

  • Karvonen S, Kauppinen TM (2008) Hyvinvoinnin vajeet maalla, kaupungeissa ja kaupunkikeskuksissa. [Deficits of well-being in rural areas, in urban areas and in city centres]. In: Moisio P, Karvonen S, Simpura J, Heikkilä M (eds) Suom hyvinvointi 2008. Stakes, pp 276–291

  • Karvonen S, Rintala T (2006) Asuinympäristö hyvinvoinnin määrittäjänä. [Residential area as determinant of well-being]. In: Kautto M (ed) Suom hyvinvointi 2006. Stakes, pp 285–305

  • Kavanagh AM, Bentley R, Turrell G, Broom DH, Subramanian SV (2006) Does gender modify associations between self rated health and the social and economic characteristics of local environments? J Epidemiol Community Health 60:490–495

    Article  PubMed  Google Scholar 

  • Macintyre S, Maciver S, Sooman A (1993) Area, class and health: should we be focusing on places or people? J Soc Policy 22(2):213–234

    Article  Google Scholar 

  • Macintyre S, Ellaway A, Cummins S (2002) Place effects on health: how can we conceptualise, operationalise and measure them? Soc Sci Med 55:125–139

    Article  PubMed  Google Scholar 

  • Manderbacka K, Lundberg O, Martikainen P (1999) Do risk factors and health behaviours contribute to self- ratings of health? Soc Sci Med 48:1713–1720

    Article  PubMed  CAS  Google Scholar 

  • Manor O, Matthews S, Power C (2001) Self-rated health and limiting longstanding illness: inter- relationships with morbidity in early adulthood. Int J Epidemiol 30:600–607

    Article  PubMed  CAS  Google Scholar 

  • Miilunpalo S, Vuori I, Oja P, Pasanen M, Urponen H (1997) Self-rated health status as a health measure: the predictive value of self-reported health status on the use of physician services and on mortality in the working-age population. J Clin Epidemiol 50(5):517–528

    Article  PubMed  CAS  Google Scholar 

  • Molarius A, Berglund K, Eriksson C, Lambe M, Nordström E, Eriksson HG, Feldman I (2006) Socioeconomic conditions, lifestyle factors, and self-rated health among men and women in Sweden. Eur J Public Health 17(2):125–133

    Article  PubMed  Google Scholar 

  • Muilu T, Rusanen J (2003) Rural young people in regional development–the case of Finland in 1970–2000. J Rural Stud 19:295–307

    Article  Google Scholar 

  • Näyhä S, Hassi J (1999) Surveying mortality in Northern Finland: two towns with contrasting trends. Int J Circumpolar Health 58(3):198–207

    PubMed  Google Scholar 

  • Näyhä S, Järvelin R (1998) Health trends in Northern Finland. Int J Circumpolar Health 57(2–3):94–103

    PubMed  Google Scholar 

  • NFBC website (2010) Available at: http://kelo.oulu.fi/NFBC/index.html Accessed 9. December 2010

  • Pickett KE, Pearl M (2001) Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review. J Epidemiol Community Health 55:111–122

    Article  PubMed  CAS  Google Scholar 

  • Rantakallio P (1988) The longitudinal study of the Northern Finland Birth Cohort of 1966. Pediatr Perinat Epidemiol 2:59–88

    Article  CAS  Google Scholar 

  • Riva M, Curtis S, Gauvin S, Fagg J (2009) Unravelling the extent of inequalities in health across urban and rural areas: evidence from a national sample in England. Soc Sci Med 68:654–663

    Article  PubMed  Google Scholar 

  • Ross CE, Wu C-L (1995) The links between education and health. Am Sociol Rev 60(5):719–745

    Article  Google Scholar 

  • Rusanen J, Muilu T, Colpaert A, Naukkarinen A (2001) Finnish socio-economic grid data, GIS and the hidden geography of unemployment. J Econ Soc Geogr 92(2):139–147

    Article  Google Scholar 

  • Rusanen J, Muilu T, Colpaert A, Naukkarinen A (2003) Georeferenced data as a tool for monitoring the concentration of population in Finland in 1970–1998. Fennia 181(2):129–144

    Google Scholar 

  • Rytkönen M, Rusanen J, Näyhä S (2001) Small-area variation in mortality in the city of Oulu, Finland, during the period 1978–1995. Health Place 7:75–79

    Article  PubMed  Google Scholar 

  • Shooshtari S, Menec V, Tate R (2007) Comparing predictors of positive and negative self-rated health between younger (25–54) and older (55+) Canadian adults: a longitudinal study of well-being. Res Aging 29(6):512–554

    Article  Google Scholar 

  • Simon JG, De Boer LB, Joung IMA, Bosma H, Mackenbach JP (2005) How is your health in general? A qualitative study on self-assessed health. Eur J Public Health 15(2):200–208

    Article  PubMed  CAS  Google Scholar 

  • Smith KB, Humphreys JS, Wilson MGA (2008) Addressing the health disadvantage of rural populations: how does epidemiological evidence inform rural health policies and research? Aust J Rural Health 16:56–66

    Article  PubMed  Google Scholar 

  • Sorri M, Järvelin M-R (1998) Well-being, health. Background to the Northern Finland 1966 Birth Cohort research. Int J Circumpolar Health 57(2–3):82–83

    PubMed  CAS  Google Scholar 

  • Stafford M, Cummins S, Macintyre S, Ellaway A, Marmot M (2005) Gender differences in the associations between health and neighbourhood environment. Soc Sci Med 60:1681–1692

    Article  PubMed  CAS  Google Scholar 

  • Statistics Finland (2007) Available at: http://www.stat.fi/tup/ruututietokanta/index_en.html Accessed 9. December 2010

  • Tammelin T, Näyhä S, Hills AP, Järvelin M-R (2003) Adolescent participation in sports and adult physical activity. Am J Prev Med 24(1):22–28

    Article  PubMed  Google Scholar 

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The authors declare that they have no conflicts of interest.

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Correspondence to Tiina Lankila.

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Lankila, T., Näyhä, S., Rautio, A. et al. Self-reported health in urban–rural continuum: a grid-based analysis of Northern Finland Birth Cohort 1966. Int J Public Health 57, 525–533 (2012). https://doi.org/10.1007/s00038-011-0286-0

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  • DOI: https://doi.org/10.1007/s00038-011-0286-0

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