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Visualizing Health and Well-Being Inequalities Among Older Europeans

Author

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  • Aurea Grané

    (Universidad Carlos III de Madrid)

  • Irene Albarrán

    (Universidad Carlos III de Madrid)

  • Qi Guo

    (Universidad Carlos III de Madrid)

Abstract

In this study, we propose a hyper-simplified indicator of health and well-being for data visualization purposes in large datasets and apply it to SHARE survey data, the largest macro survey on health, ageing and retirement for 18 European countries. The indicator is based on four thematic sub-indicators, each focussing on a particular issue, which are obtained from more than twenty mixed variables measured on more than 60,000 respondents; Next, PCA is used to summarize their information in order to find and visualize profiles of “healthy ageing” across Europe. As a result, EU countries are classified in three groups, that segment the database into the least to the most individuals at risk of health and well-being. The methodology we propose is wide enough to be extended to other surveys or disciplines.

Suggested Citation

  • Aurea Grané & Irene Albarrán & Qi Guo, 2021. "Visualizing Health and Well-Being Inequalities Among Older Europeans," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 479-503, June.
  • Handle: RePEc:spr:soinre:v:155:y:2021:i:2:d:10.1007_s11205-021-02621-x
    DOI: 10.1007/s11205-021-02621-x
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    1. Wencke Gwozdz & Alfonso Sousa-Poza, 2010. "Ageing, Health and Life Satisfaction of the Oldest Old: An Analysis for Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(3), pages 397-417, July.
    2. Jisu Yoon & Stephan Klasen, 2018. "An Application of Partial Least Squares to the Construction of the Social Institutions and Gender Index (SIGI) and the Corruption Perception Index (CPI)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 61-88, July.
    3. Havari, Enkelejda & Peracchi, Franco, 2017. "Growing up in wartime: Evidence from the era of two world wars," Economics & Human Biology, Elsevier, vol. 25(C), pages 9-32.
    4. Hans de Kruijk & Martine Rutten, 2007. "WEIGHTING DIMENSIONS OF POVERTY BASED ON PEOPLES PRIORITIES: Constructing a Composite Poverty Index for the Maldives," IIDE Discussion Papers 20070801, Institue for International and Development Economics.
    5. Irene Albarrán & Pablo Alonso & Aurea Grané, 2015. "Profile identification via weighted related metric scaling: an application to dependent Spanish children," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(3), pages 593-618, June.
    6. Aurélie Côté-Sergent & Raquel Fonseca & Erin C. Strumpf, 2018. "Comparing the Education Gradient in Chronic Disease Incidence Among the Elderly in Six OECD Countries," CIRANO Working Papers 2018s-11, CIRANO.
    7. Dibyendu Maiti & Akshara Awasthi, 2020. "ICT Exposure and the Level of Wellbeing and Progress: A Cross Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 311-343, January.
    8. Silvia Balia & Rinaldo Brau, 2014. "A Country For Old Men? Long‐Term Home Care Utilization In Europe," Health Economics, John Wiley & Sons, Ltd., vol. 23(10), pages 1185-1212, October.
    9. Phuc Phan & Martin O’Brien, 2019. "Multidimensional Wellbeing Inequality in a Developing Country: A Case Study of Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 157-183, August.
    10. Daniel Barczyk & Matthias Kredler, 2019. "Long‐Term Care Across Europe and the United States: The Role of Informal and Formal Care," Fiscal Studies, John Wiley & Sons, vol. 40(3), pages 329-373, September.
    11. Heinz-Herbert Noll, 2018. "Social Monitoring and Reporting: A Success Story in Applied Research on Social Indicators and Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(3), pages 951-964, February.
    12. Anna Maccagnan & Sam Wren-Lewis & Helen Brown & Tim Taylor, 2019. "Wellbeing and Society: Towards Quantification of the Co-benefits of Wellbeing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 217-243, January.
    13. Antonio M. Linares-Luján & Francisco M. Parejo-Moruno, 2019. "Correction to: Height, Literacy and Survival: A Composite Index of Wellbeing Based on Data from Military Recruitment (1880–1980)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(3), pages 785-785, December.
    14. Ian Bache, 2019. "How Does Evidence Matter? Understanding ‘What Works’ for Wellbeing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 1153-1173, April.
    15. Pattaraporn Weeranakin & Buapun Promphakping, 2018. "Local Meanings of Wellbeing and the Construction of Wellbeing Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(2), pages 689-703, July.
    16. Albrecht, Gary L. & Devlieger, Patrick J., 2000. "Disability assumptions, concepts and theory: reply to Tom Koch," Social Science & Medicine, Elsevier, vol. 50(6), pages 761-762, March.
    17. Matteo Mazziotta & Adriano Pareto, 2019. "Use and Misuse of PCA for Measuring Well-Being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(2), pages 451-476, April.
    18. Sonja Spitzer & Daniela Weber, 2019. "Reporting biases in self-assessed physical and cognitive health status of older Europeans," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-22, October.
    19. Ludovico Carrino & Cristina Elisa Orso, 2014. "Eligibility and inclusiveness of Long-Term Care Institutional frameworks in Europe: a cross-country comparison," Working Papers 2014:28, Department of Economics, University of Venice "Ca' Foscari".
    20. Karsten Hank & Michael Wagner, 2013. "Parenthood, Marital Status, and Well-Being in Later Life: Evidence from SHARE," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 639-653, November.
    21. David Cantarero-Prieto & Marta Pascual-Sáez & Carla Blázquez-Fernández, 2018. "What is Happening with Quality of Life Among the Oldest People in Southern European Countries? An Empirical Approach Based on the SHARE Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 1195-1209, December.
    22. Antonio M. Linares-Luján & Francisco M. Parejo-Moruno, 2019. "Height, Literacy and Survival: A Composite Index of Wellbeing Based on Data from Military Recruitment (1880–1980)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 999-1019, August.
    23. Maria Vozikaki & Manolis Linardakis & Katerina Micheli & Anastas Philalithis, 2017. "Activity Participation and Well-Being Among European Adults Aged 65 years and Older," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(2), pages 769-795, March.
    24. Martikainen, Pekka & Aromaa, Arpo & Heliövaara, Markku & Klaukka, Timo & Knekt, Paul & Maatela, Jouni & Lahelma, Eero, 1999. "Reliability of perceived health by sex and age," Social Science & Medicine, Elsevier, vol. 48(8), pages 1117-1122, April.
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    1. Beata Bieszk-Stolorz & Krzysztof Dmytrów, 2023. "The Well-Being-Related Living Conditions of Elderly People in the European Union—Selected Aspects," Sustainability, MDPI, vol. 15(24), pages 1-18, December.
    2. Szanyi-Nagy, Sára & Vaskövi, Ágnes, 2021. "Hogyan élnek az európai nyugdíjasok? Egyéni szintű különbözőségek vizsgálata SHARE-adatok alapján [European quality of life in retirement. Analysing personal differences through SHARE data]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(12), pages 1336-1363.
    3. Qi Guo & Aurea Grané & Irene Albarrán, 2023. "A Global Indicator to Track Well-Being in the Silver and Golden Age," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(3), pages 1057-1086, October.

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