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      Inequalities in health-related quality of life according to age, gender, educational level, social class, body mass index and chronic diseases using the Spanish value set for Euroquol 5D-5L questionnaire

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          Abstract

          Background

          Reducing health inequalities on the basis of social factors has been a key driver in the development of Public Health policies. Health-related quality of life is a global indicator useful to assess health inequalities within a society. The objective of this study was to identify inequalities on health by analysing the interactive effects of gender, age, educational level, social class, body mass index and chronic diseases on health-related quality of life in a Spanish population sample.

          Methods

          We used data from the Spanish National Health Survey 2011–2012. Health-related quality of life was measured by the EQ-5D-5L instrument applying the Spanish value set. Probability of being in perfect health was ascertained by logistic regression models including gender, age, educational level, body mass index and social class and the corresponding terms of interaction. A two-part model combining logistic regression analysis and generalized linear models was applied to calculate the adjusted utility loss associated with chronic conditions (disutility values).

          Results

          The sample used for analysis contained 18,450 individuals. The mean age was 50 years, 51.3% were women, 55% were overweight or obese and 46.7% had low social status. The mean utility was 0.94 in men and 0.89 in women. Elderly women, obese people, those of low social class and those with chronic conditions had significant lower utility values. Within the regression analysis, interaction assessment revealed that the detrimental effect of obesity disappeared in higher social classes. Utility values for all chronic conditions considered were lower in women than in men and were on a gradient within social class, the lowest for individuals declaring stroke. The greatest decrease on health-related quality of life was determined by declaration of stroke (17.6%) or mental diseases (18.6%).

          Conclusions

          The interactive effects of gender, age, educational level, social class, body mass index and chronic diseases on health-related quality of life in the Spanish population revealed important inequalities in health. Social class acted as a modulator of the stigma associated with obesity. Chronic conditions producing loss of autonomy had the greatest impact on reduction of health-related quality of life. This is the first study using the Spanish EQ-5D-5L value set to estimate utilities.

          Electronic supplementary material

          The online version of this article (10.1186/s12955-019-1134-9) contains supplementary material, which is available to authorized users.

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          Most cited references20

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          • Article: not found

          A program of methodological research to arrive at the new international EQ-5D-5L valuation protocol.

          To describe the research that has been undertaken by the EuroQol Group to improve current methods for health state valuation, to summarize the results of an extensive international pilot program, and to outline the key elements of the five-level EuroQol five-dimensional (EQ-5D-5L) questionnaire valuation protocol, which is the culmination of that work.
            • Record: found
            • Abstract: found
            • Article: not found

            Changes in perceived weight discrimination among Americans, 1995-1996 through 2004-2006.

            Little is known about the prevalence and patterns of weight discrimination in the United States. This study examined the trends in perceived weight/height discrimination among a nationally representative sample of adults aged 35-74 years, comparing experiences of discrimination based on race, age, and gender. Data were from the two waves of the National Survey of Midlife Development in the United States (MIDUS), a survey of community-based English-speaking adults initially in 1995-1996 and a follow-up in 2004- 2006. Reported experiences of weight/height discrimination included a variety of settings in major lifetime events and interpersonal relationships. The prevalence of weight/height discrimination increased from 7% in 1995-1996 to 12% in 2004-2006, affecting all population groups but the elderly. This growth is unlikely to be explained by changes in obesity rates. Weight/height discrimination is highly prevalent in American society and increasing at disturbing rates. Its prevalence is relatively close to reported rates of race and age discrimination, but virtually no legal or social sanctions against weight discrimination exist.
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              The impact of obesity on health-related quality-of-life in the general adult US population.

              The US Preventive Services Task Force recently recommended screening all adult patients for obesity due in part to the strong association between obesity and numerous chronic diseases. However, how obesity affects health-related quality-of-life (HRQL), particularly for persons without any chronic diseases, is less clear. The relationship between obesity and HRQL was examined using data from the 2000 Medical Expenditure Panel Survey. Respondents > or =18 years were classified as underweight, normal weight, overweight, class I obesity, and class II obesity based on their BMI. HRQL was measured by the 12-item Short Form physical and mental summary scores (PCS-12 and MCS-12, respectively) and EuroQol EQ-5D index and visual analogue scale (EQ VAS). The impact of obesity on HRQL was examined through multivariate regression, adjusting for sociodemographics and disease status. After adjustment, HRQL decreased with increasing level of obesity. Compared to normal weight respondents, persons with severe obesity had significantly lower scores with scores on the PCS-12, MCS-12, EQ-5D index, and EQ VAS being 4.0, 1.1, 0.073, and 4.8 points lower, respectively. Such decrements of HRQL for severe obesity were similar to the decrements seen for diabetes or hypertension. Persons with moderate obesity or who were overweight also had significantly lower HRQL scores, particularly on the PCS-12 and EQ-5D index. Underweight persons also had lower MCS-12 and EQ VAS scores. Persons with obesity had significantly lower HRQL than those who were normal weight and such lower scores were seen even for persons without chronic diseases known to be linked to obesity.

                Author and article information

                Contributors
                +34943 035300 , arantzazu.arrospideelgarresta@osakidetza.eus
                monica.machonsobrado@osakidetza.eus
                juanmanuel.ramosgoni@gmail.com
                oliver.ibarrondoolaguenaga@osakidetza.eus
                javier.marmedina@osakidetza.eus
                Journal
                Health Qual Life Outcomes
                Health Qual Life Outcomes
                Health and Quality of Life Outcomes
                BioMed Central (London )
                1477-7525
                18 April 2019
                18 April 2019
                2019
                : 17
                : 69
                Affiliations
                [1 ]ISNI 0000 0004 1759 6664, GRID grid.414361.5, Unidad de Investigación AP-OSIs Gipuzkoa, , Hospital Alto Deba, ; Avda Navarra 16, Arrasate-Mondragón, 20500 Gipuzkoa Spain
                [2 ]Red de Investigación en Servicios de Salud en Enfermedades Crónicas (REDISSEC), Bilbao, Spain
                [3 ]GRID grid.432380.e, Instituto de Investigación Sanitaria Biodonostia, ; San Sebastián, Spain
                [4 ]ISNI 0000 0004 1793 9479, GRID grid.426049.d, Unidad de Investigación AP-OSIs Gipuzkoa, Osakidetza, ; San Sebastián, Spain
                [5 ]Centro de Investigación en Cronicidad Kronikgune, Barakaldo, Spain
                [6 ]Axentiva Solutions, Tacoronte, Spain
                Author information
                http://orcid.org/0000-0003-3537-6588
                Article
                1134
                10.1186/s12955-019-1134-9
                6472013
                30999899
                59a1fb2b-4405-40f0-9565-d258ecf20e26
                © The Author(s). 2019

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 25 July 2018
                : 1 April 2019
                Categories
                Research
                Custom metadata
                © The Author(s) 2019

                Health & Social care
                health-related quality of life,eq-5d-5l,body mass index,chronic conditions,social class

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