Elsevier

Social Science & Medicine

Volume 61, Issue 10, November 2005, Pages 2221-2232
Social Science & Medicine

Health selection in a 14-year follow-up study—A question of gendered discrimination?

https://doi.org/10.1016/j.socscimed.2005.04.020Get rights and content

Abstract

Health selection, as one of the several possible explanations for social inequities in health, has been receiving more attention recently but few researchers turn the issue into a question of discrimination. The aim of the study was to analyse the impact of health in young age for social position in adult age and to discuss health selection in terms of discrimination from a gender-theoretical perspective. A prospective cohort study was conducted, in which all pupils (N=1083) in the last year of compulsory school in a middle-sized municipality in northern Sweden were followed for 14 years. The response rate was high, with 96.6% still participating after 14 years. The data were collected through repeated comprehensive self-administered questionnaires as well as through teacher interviews and register data. Health selection was analysed in a multiple logistic regression model, with working-class position at age 30 as a dependent variable and different measures of health/health behaviour at age 16 and 21 as independent variables. Overall, the impact of early health/health behaviour on future socioeconomic position was small or non-existent. However, even after correction for possible mediating and moderating mechanisms, being overweight at age 16 and at age 21 was related to future working-class position among women only. Possible mediating mechanisms were feeling looked down upon, not being active in associations and not reading cultural/political events in daily newspapers. Early menarche together with early motherhood and low education could not explain the correlations. Our results indicate that overweight girls and young women are exposed to gendered discrimination which probably occurs in many arenas, based on the societal norms for female bodies in our society. There is a need to redirect research on health selection into gender research in order to further explore the subject as well as the possible mechanisms of gendered discrimination.

Introduction

Health selection, as one of several possible explanations for social inequities in health, has received more and more attention during the last few years (Chandola, Bartley, Sacker, Jenkinson, & Marmot, 2003; Elstad, 2001; Elstad & Krokstad, 2003; Goldman, 2001; Koskela, 1997; Joung, van de Mheen, Stronks, van Poppel, & Mackenback, 1998; McDonough & Amick III, 2001; Power, Matthews, & Manor, 1996; van de Mheen, Stronks, Looman, & Mackenback, 1998). The hypothesis of health selection implies that good health is crucial for attaining high social position, resulting in a pattern of social mobility where people with good health move up the social scale while people with poor health move down the scale.

In a review of the field, West (1991) criticises a dislike among social inequity researchers for the research field of health selection, as they tend to see no other mechanism behind the mobility than a Social Darwinist argument about social position being the result of personal genetic or biological attributes. Instead, West argues for redirection of research on health selection as a question of discrimination, where people with poor health are at risk of discrimination on the labour market and thus risk an increased tendency to drift down the social scale.

Since then, many articles on health selection refer to West's call for more research on the issue, although most of them neglect his main argument for this, namely, discrimination. The concept of discrimination needs to be seen as a social process, in which power is created along several axes (Hammarström & Ripper, 1999). People in power over others have the option to discriminate against others with less power, in relation to hierarchical social structures such as gender, class and race (Connell, 1987). Connell's theory of the gender order says that each society is characterised by a gender order in which a gendered distribution of power, resources, work and emotions is organised. Gender research has shown that most societies have a general pattern with local exceptions, characterised by male dominance and female subordination.

Postmodernism has brought with it a useful view of people as active agents in their lives (Burr, 1995). Postmodernism has also led to a view that meta-narratives of worldwide discrimination need to be replaced by local studies about how discrimination is produced, in interaction between social structures and the individual.

The importance of health at a young age for adult social position needs to be analysed in longitudinal studies of young people, starting at school before they have entered the labour market and following them until adult age. However, there is a lack of such long-term longitudinal studies. Besides, a major problem in most existing prospective studies is the high non-response rate, leading to under-representation of those with the most disadvantaged background (Novo, Hammarström, & Janlert, 1999). Goldman criticises researchers within the field of social inequities in health (2001) for having done a relatively poor job of defining and analysing health selection.

When analysing the discrimination hypothesis, possible mediating mechanisms between early health status and adult socioeconomic position could be related to problems in the psychosocial situation at school (classmate relations, the learning situation), poor parental contact, lack of control, feeling subordinated and excluded from social activities such as associations.

The aim of the study was to analyse the impact of health in young age for social position in adult age as well as to discuss health selection in terms of discrimination from a gender-theoretical perspective.

Section snippets

Method

The prospective study included all 1083 pupils in 1981 that attended or should have attended the last year of compulsory school (age 16) in a medium-sized industrial town in the north of Sweden. The pupils were investigated with a comprehensive questionnaire, while personal interviews were performed with a risk group for unemployment (all 38 participants who became unemployed during the first year after compulsory school).

Personal interviews were conducted with all form teachers (n=65) for each

Dependent variable at age 30

As dependent variable we used social position at age 30, formed on the basis of the Swedish SEI classification (Statistics Sweden, 1983) The classification—based on current occupation—was condensed into two classes: blue-collar workers comprising unskilled, semi-skilled and skilled workers (coded as=1 in the analyses), white-collar workers comprising lower, middle and upper white-collar workers as well as self-employed white-collar workers (coded=0). The definition used in this classification

Results

Table 2 shows the distribution of the dependent as well as the independent variables by gender.

Women at ages 16 and 21 had a worse situation compared to men except for lack of control, newspaper reading, grades and reading/ writing difficulties (at age 16) and overweight (at age 21). At age 21, more women than men were cohabiting and had children.

A logistic regression was performed in order to analyse the relation between health/health behaviour at age 16 and adult working-class position after

Discussion

After correction for possible mediating and moderating factors, overweight at compulsory school and at age 21 was still related to future working-class position among women only. No other signs of health selection were found in the multivariate analyses.

Conclusion

The major conclusions from our study are that overall, the impact of health selection was small but overweight among young women is related to adult working-class position, even after controlling for possible mediating and moderating mechanisms. Our findings were analysed as a process of gendered health selection, where overweight young women may be exposed to gendered discrimination, based on the societal norms for female bodies in our society. As pointed out at the beginning of the 1990s,

Acknowledgements

The study was financed by the Swedish Council for Social Research and the National Institute of Public Health.

References (36)

  • G. Boström et al.

    Socioeconomic differentials in misclassification of height, weight and body mass index based on questionnaire data

    International Journal of Epidemiology

    (1997)
  • V. Burr

    An introduction to social constructivism

    (1995)
  • T.J. Cole et al.

    Establishing a standard definition for child overweight and obesity worldwide: International survey

    British Medical Journal

    (2003)
  • R.W. Connell

    Gender and power

    (1987)
  • R.W. Connell

    Teaching the boys: New research on masculinity, and gender strategies for schools

    Teachers College Record

    (1996)
  • J.I. Elstad

    Health-related mobility, health inequalities and gradient constraint. Discussion and results from a Norwegian study

    European Journal of Public Health

    (2001)
  • N. Goldman

    Social inequalities in health: Disentangling the underlying mechanisms

    Annals of the New York Academy of Sciences

    (2001)
  • S.L. Gortmaker et al.

    Social and economic consequences of overweight in adolescence and young adulthood

    New England Journal of Medicine

    (1993)
  • Cited by (35)

    • Socioeconomic disadvantage in adolescent women and metabolic syndrome in mid-adulthood: An examination of pathways of embodiment in the Northern Swedish Cohort

      2012, Social Science and Medicine
      Citation Excerpt :

      Fig. 1 outlines five relevant hypotheses of pathways of embodiment, three of which (1A, 1C, 1E) we and others have examined previously, and two of which (1B and 1D) we will examine in the present report. First, the Socioeconomic trajectories hypothesis (Fig. 1A) highlights that socioeconomic disadvantage tends to persist from child- to adulthood, and that women have less opportunity for upward mobility than men (Heraclides & Brunner, 2010), particularly considering gendered discrimination of overweight women (Hammarström & Janlert, 2005). According to the hypothesis, disadvantage in adulthood is the proximal cause of metabolic effects.

    • Mechanisms for the social gradient in health: Results from a 14-year follow-up of the Northern Swedish Cohort

      2011, Public Health
      Citation Excerpt :

      A further methodological advantage is the extremely low non-response rate. Details about the low dropout rate have been presented elsewhere.11,41 Due to the relatively young age of the cohort, the number of persons with high scores in the measure of somatic symptoms is small, and the cut-off point for poor somatic health was set at the 75th percentile in order to detect a group at risk.

    • Life Course Origins of the Metabolic Syndrome in Middle-Aged Women and Men: The Role of Socioeconomic Status and Metabolic Risk Factors in Adolescence and Early Adulthood

      2011, Annals of Epidemiology
      Citation Excerpt :

      We extend these observations by demonstrating that the effect of adolescent SES on metabolic syndrome seems to be independent of several other suggested mediators: first and foremost body mass index and blood pressure in adolescence and young adulthood, a finding that contests the otherwise-plausible critical period model (33) of metabolic parameters mediating the effect of adolescent SES by tracking from young to adult age (34). Because the effect of adolescent SES was independent from adolescent BMI, the association does not appear to be explained by the unfavorable socioeconomic trajectories caused by gendered discrimination of overweight women (19, 35). We notably also found no effect of adult health behaviors and that physical inactivity was significantly less strongly related to metabolic syndrome in women than in men, the reasons for which are unclear, although it is consistent with findings by Parker et al. (13).

    View all citing articles on Scopus
    View full text