Elsevier

Preventive Medicine

Volume 75, June 2015, Pages 12-17
Preventive Medicine

The associations between overweight, weight change and health related quality of life: Longitudinal data from the Stockholm Public Health Cohort 2002–2010

https://doi.org/10.1016/j.ypmed.2015.03.007Get rights and content

Highlights

  • Overweight and obesity are associated with lower HRQoL.

  • Weight gain leads to impairment in HRQoL irrespective of baseline BMI category.

  • There is no evidence for a preventive effect of weight loss over 8 years on HRQoL.

  • The results emphasize the importance of primary prevention of weight gain.

Abstract

Objective

Cross-sectional studies have shown that people with obesity and overweight report lower health related quality of life (HRQoL). With a lack of longitudinal studies, this study aims to assess the association between eight-year weight change and HRQoL measured by the EQ-5D instrument and to investigate whether the association differs with regard to baseline body mass index (BMI).

Method

A population-based survey was conducted among a random sample of 31,182 individuals from Stockholm County aged 18–84 years in 2002 and reassessed in 2010 and supplemented by record linkage with regional and national registers. Multivariate Poisson regression and linear regression were conducted with adjustments for socio-demographic and health-related variables and baseline BMI category as effect modifier for the association between weight change and HRQoL.

Results

Individuals with overweight and obesity respectively have 0.014 and 0.039 lower EQ-5D indexes compared to those being normal weight. Over the eight-year follow-up, 17.6% gained moderately (≥ 5% body weight) and 13.9% gained heavily (≥ 10% body weight) in weight. In the fully adjusted analysis, heavy weight gain was associated with a significantly lower overall EQ-5D index and an increased risk of reporting impairment in all but one EQ-5D dimensions irrespective of baseline BMI category. Weight reduction had no significant preventive effect.

Conclusion

Next to obesity status itself, weight gain leads to impairment in HRQoL irrespective of BMI category at baseline while eight year weight loss seems not to have the reversed effect on HRQoL, emphasizing the importance of primary prevention of weight gain.

Introduction

Overweight and in particular obesity are a major public health concern. In Sweden, the estimated prevalence of overweight (35.2%) and obesity (11.7%) are at the highest level in recent history (SCB, 2012). Once people are overweight, they are at higher risk of developing a wide range of chronic diseases such as diabetes (Seidell, 2000), cardiovascular diseases (Hubert et al., 1983), musculoskeletal complaints (Anandacoomarasamy et al., 2008) and some types of cancer (Bianchini et al., 2002). Overweight and obesity can be considered as one of the leading preventable causes of death (Neovius et al., 2009). Preceding cross-sectional studies from both the general population and disease specific populations have consistently shown that people with obesity and overweight report lower health related quality of life (HRQoL) compared to those with normal weight (de Zwaan et al., 2009, Dey et al., 2013, Hassan et al., 2003, Hopman et al., 2007, Huang et al., 2006, Jia and Lubetkin, 2005, Kearns et al., 2013, Kortt and Dollery, 2011, Larsson et al., 2002, Renzaho et al., 2010, Soltoft et al., 2009). While there are a few observational studies on the association between weight change and HRQoL based on selected populations (e.g. with underlying diseases, high risk profile or derived from an earlier intervention study) (Cameron et al., 2012, Leon-Munoz et al., 2005, Muller-Nordhorn et al., 2014, Seppälä et al., 2014, Verkleij et al., 2013), longitudinal analyses on the influence of weight change on HRQoL in the general population remain scarce and results are somewhat inconsistent, partly due to varying study populations, HRQoL instruments or statistical modeling (Laxy et al., 2014, Milder et al., 2014).

In the present study we estimated the associations of overweight status and weight change over eight years and HRQoL in individuals from the large population-based Stockholm Public Health Cohort followed from 2002 to 2010. Furthermore, we investigated whether the association of weight change and HRQoL differs with regard to baseline body mass index (BMI).

Section snippets

Study population

In 2002, the Stockholm County Public Health Survey was sent out to a random sample of 49,909 Stockholm county residents aged 18–84 years, of which 31,182 individuals participated. Of these, 19,327 (61%) also responded to the questionnaires in 2010. The self-reported data are supplemented by record linkage to regional and national registers. Details about study design, sampling method and data collection can be found elsewhere (Svensson et al., 2013).

The study population was restricted to those

Results

There were 16,666 eligible participants included in this study. At baseline, participants had a mean age of 47 years (sd = 15.07) and 56.6% were female. Individuals had a mean BMI of 24.8 (sd = 3.7) kg/m2 and a mean EQ-5D index of 0.839 (sd = 0.192). At baseline, 56.6% of participants were normal weight and 42.0% were overweight or obese. Among all participants, 7.4% reported to have at least some problems with mobility at baseline, 0.9% reported problems with self-care, 8.1% with usual activities,

Sensitivity analysis

When excluding those who had a malignant cancer diagnosis (n = 376) or have been hospitalized (n = 882) at most five years before baseline and had available data at follow-up, we do not see any changes in the direction of association and neither significant change in the strength of association.

Discussion

With this large population based cohort study, we are able to further strengthen the scientific literature showing that overweight and obesity are associated with statistical significant impairments in HRQoL. These results remained significant also after controlling for chronic diseases, mental health problems and other potential risk factors. Our analyses confirmed the association to be stronger for the physical domains of HRQoL. No association between BMI categories and anxiety/depression was

Strengths and limitations

The longitudinal design with eight years of follow-up and the large sample size are major strengths of the study. The response rate in the current cohort study is above the average of longitudinal population-based questionnaire studies, still non-response at baseline and loss-of follow-up may have biased our estimates. People who were lost to follow-up had on average a higher BMI and reported lower HRQoL at baseline. Another limitation is that BMI information is based on self-report. Some

Conclusion

In conclusion, this study contributes to a better understanding of the association between overweight and HRQoL. In addition, the study shed light upon the concurrent effect of weight change over eight years. Not only obesity in itself but also weight change pattern is associated with impairment in the overall HRQoL and its specific domains. There is no evidence that an eight year weight loss has a beneficial effect on HRQoL, emphasizing the importance of primary prevention of weight gain. The

Conflict of interest

The authors declare no conflict of interest.

References (44)

  • H.A. Doll et al.

    Obesity and physical and emotional well-being: associations between body mass index, chronic illness, and the physical and mental components of the SF-36 questionnaire

    Obes. Res.

    (2000)
  • EuroQol-Group

    EQ-5D-3L User Guide: Basic Information on How to Use the EQ-5D-3L Instrument

    (2013)
  • G. EuroQol

    EuroQol—a new facility for the measurement of health-related quality of life

    Health Policy

    (1990)
  • J.T. Fine et al.

    A prospective study of weight change and health-related quality of life in women

    JAMA

    (1999)
  • D.A. Freedman

    On the so-called “Huber sandwich estimator” and “robust standard errors”

    Am. Stat.

    (2006)
  • D.P. Goldberg et al.

    A scaled version of the General Health Questionnaire

    Psychol. Med.

    (1979)
  • M.K. Hassan et al.

    Obesity and health-related quality of life: a cross-sectional analysis of the US population

    Int. J. Obes. Relat. Metab. Disord.

    (2003)
  • W.M. Hopman et al.

    The association between body mass index and health-related quality of life: data from CaMos, a stratified population study

    Qual. Life Res. Int. J. Qual. Life Asp. Treat. Care Rehab.

    (2007)
  • I.C. Huang et al.

    The relationship of excess body weight and health-related quality of life: evidence from a population study in Taiwan

    Int. J. Obes.

    (2006)
  • H.B. Hubert et al.

    Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study

    Circulation

    (1983)
  • H. Jia et al.

    The impact of obesity on health-related quality-of-life in the general adult US population

    J. Public Health (Oxf.)

    (2005)
  • B. Kearns et al.

    Association between body mass index and health-related quality of life, and the impact of self-reported long-term conditions - cross-sectional study from the south Yorkshire cohort dataset

    BMC Public Health

    (2013)
  • Cited by (0)

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