IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v155y2021i2d10.1007_s11205-021-02621-x.html
   My bibliography  Save this article

Visualizing Health and Well-Being Inequalities Among Older Europeans

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-021-02621-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11205-021-02621-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.
    2. 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.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aurea Grané & Irene Albarrán & Roger Lumley, 2020. "Visualizing Inequality in Health and Socioeconomic Wellbeing in the EU: Findings from the SHARE Survey," IJERPH, MDPI, vol. 17(21), pages 1-18, October.
    2. Stefanía D’Iorio & Liliana Forzani & Rodrigo García Arancibia & Ignacio Girela, 2023. "Predictive Power of Composite Socioeconomic Indices in Regression and Classification: Principal Components and Partial Least Squares," Working Papers 246, Red Nacional de Investigadores en Economía (RedNIE).
    3. Vincenzo Atella & Federico Belotti & Ludovico Carrino & Andrea Piano Mortari, 2017. "The future of Long Term Care in Europe. An investigation using a dynamic microsimulation model," CEIS Research Paper 405, Tor Vergata University, CEIS, revised 08 May 2017.
    4. Wilfried Guets, 2021. "Does the formal home care provided to old-adults persons affect utilisation of support services by informal carers? An analysis of the French CARE and the U.S. NHATS/NSOC surveys," Working Papers 2105, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    5. Stefanía D’Iorio & Liliana Forzani & Rodrigo García Arancibia & Ignacio Girela, 2024. "Predictive power of composite socioeconomic indices for targeted programs: principal components and partial least squares," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(4), pages 3497-3534, August.
    6. Wilfried Guets, 2021. "Does the formal home care provided to old-adults persons affect utilisation of support services by informal carers? An analysis of the French CARE and the U.S. NHATS/NSOC surveys," Working Papers halshs-03115306, HAL.
    7. Venera Tomaselli & Mario Fordellone & Maurizio Vichi, 2021. "Building Well-Being Composite Indicator for Micro-Territorial Areas Through PLS-SEM and K-Means Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 407-429, January.
    8. Gerrit Bauer & Martina Brandt & Thorsten Kneip, 2023. "The Role of Parenthood for Life Satisfaction of Older Women and Men in Europe," Journal of Happiness Studies, Springer, vol. 24(1), pages 275-307, January.
    9. Begoña Álvarez, 2022. "The Best Years of Older Europeans’ Lives," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 160(1), pages 227-260, February.
    10. Rossi, Luca & Pasca, Maria Giovina & Arcese, Gabriella & Poponi, Stefano, 2024. "Innovation, researcher and creativity: A complex indicator for territorial evaluation capacity," Technology in Society, Elsevier, vol. 77(C).
    11. Linares-Luján, Antonio M. & Parejo-Moruno, Francisco M., 2022. "Short men in poor lands: The agrarian workers from southwestern Spain in anthropometric perspective," Economics & Human Biology, Elsevier, vol. 47(C).
    12. Ludovico Carrino & Cristina Elisa Orso & Giacomo Pasini, 2018. "Demand of long‐term care and benefit eligibility across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1175-1188, August.
    13. Lylla Winzer & Rossarin Soottipong Gray, 2019. "The Role of Buddhist Practices in Happiness and Health in Thailand: A Structural Equation Model," Journal of Happiness Studies, Springer, vol. 20(2), pages 411-425, February.
    14. Turner, Alex J. & Fichera, Eleonora & Sutton, Matt, 2021. "The effects of in-utero exposure to influenza on mental health and mortality risk throughout the life-course," Economics & Human Biology, Elsevier, vol. 43(C).
    15. Mariateresa Ciommi & Chiara Gigliarano & Francesco M. Chelli & Mauro Gallegati, 2022. "It is the Total that Does [Not] Make the Sum: Nature, Economy and Society in the Equitable and Sustainable Well-Being of the Italian Provinces," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 491-522, June.
    16. Rajko Tomaš, 2022. "Measurement of the Concentration of Potential Quality of Life in Local Communities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(1), pages 79-109, August.
    17. Adamopoulou, Effrosyni & Olivieri, Elisabetta & Triviza, Eleftheria, 2024. "Eating habits, food consumption, and health: The role of early life experiences," European Economic Review, Elsevier, vol. 166(C).
    18. Quitterie Roquebert & Jonathan Sicsic & Thomas Rapp, 2021. "Health measures and long-term care use in the European frail population," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(3), pages 405-423, April.
    19. Janina Isabel Steinert & Lucie Dale Cluver & G. J. Melendez-Torres & Sebastian Vollmer, 2018. "One Size Fits All? The Validity of a Composite Poverty Index Across Urban and Rural Households in South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 51-72, February.
    20. John F. Helliwell & Haifang Huang & Max B. Norton & Shun Wang, 2019. "Happiness at Different Ages: The Social Context Matters," Springer Books, in: Mariano Rojas (ed.), The Economics of Happiness, chapter 0, pages 455-481, Springer.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:soinre:v:155:y:2021:i:2:d:10.1007_s11205-021-02621-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.