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Stratification of Livability: A Framework for Analyzing Differences in Livability Across Income, Consumption, and Social Infrastructure

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  • Tatjana Neuhuber

    (Vienna University of Technology (TU Wien))

  • Antonia E. Schneider

    (Vienna University of Technology (TU Wien))

Abstract

Livability has become a prominent topic in both academic discourse and policymaking. This paper investigates how societal stratification in livability varies based on residual income and the provision of social infrastructure and explores the factors that drive these differences. Initially, we calculate the residual income for households across different regions of Austria. Subsequently, we create a composite indicator to measure the availability and accessibility of social infrastructure in each municipality. Using a Finite Mixture Model (FMM), we analyze how households group based on these factors and employ a Bayesian multinomial logistic model to identify the socioeconomic variables such as household composition, education, and employment status that influence cluster membership. The results reveal significant clustering related to residual income and social infrastructure provision, indicating clear societal stratification in livability. Socioeconomic variables and regional context notably influence this clustering. Our findings highlight important implications, particularly regarding the potential impact of privatizing public services on residual income, especially for low-income households that may be more dependent on public social infrastructure.

Suggested Citation

  • Tatjana Neuhuber & Antonia E. Schneider, 2025. "Stratification of Livability: A Framework for Analyzing Differences in Livability Across Income, Consumption, and Social Infrastructure," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(3), pages 1051-1080, April.
    • Handle: RePEc:spr:soinre:v:177:y:2025:i:3:d:10.1007_s11205-025-03548-3
    DOI: 10.1007/s11205-025-03548-3
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    1. Michael Stone, 2006. "What is housing affordability? The case for the residual income approach," Housing Policy Debate, Taylor & Francis Journals, vol. 17(1), pages 151-184.
    2. Pfeffer, Fabian T. & Waitkus, Nora, 2021. "The Wealth Inequality of Nations," SocArXiv 6msuf, Center for Open Science.
    3. Hunt, Lynette & Jorgensen, Murray, 2003. "Mixture model clustering for mixed data with missing information," Computational Statistics & Data Analysis, Elsevier, vol. 41(3-4), pages 429-440, January.
    4. Brindusa Anghel & Henrique Basso & Olympia Bover & José María Casado & Laura Hospido & Mario Izquierdo & Ivan A. Kataryniuk & Aitor Lacuesta & José Manuel Montero & Elena Vozmediano, 2018. "Income, consumption and wealth inequality in Spain," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 9(4), pages 351-387, November.
    5. Richard Bärnthaler & Andreas Novy & Leonhard Plank, 2021. "The Foundational Economy as a Cornerstone for a Social–Ecological Transformation," Sustainability, MDPI, vol. 13(18), pages 1-19, September.
    6. Bruce D. Meyer & James X. Sullivan, 2003. "Measuring the Well-Being of the Poor Using Income and Consumption," NBER Working Papers 9760, National Bureau of Economic Research, Inc.
    7. Chang-ming Hsieh, 2013. "Issues in Evaluating Importance Weighting in Quality of Life Measures," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 681-693, January.
    8. Luis Camarero & Jesús Oliva, 2019. "Thinking in rural gap: mobility and social inequalities," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-7, December.
    9. Peter Saunders, 1998. "Using Budget Standards to Assess the Well-Being of Families," Discussion Papers 0093, University of New South Wales, Social Policy Research Centre.
    10. Badland, Hannah & Whitzman, Carolyn & Lowe, Melanie & Davern, Melanie & Aye, Lu & Butterworth, Iain & Hes, Dominique & Giles-Corti, Billie, 2014. "Urban liveability: Emerging lessons from Australia for exploring the potential for indicators to measure the social determinants of health," Social Science & Medicine, Elsevier, vol. 111(C), pages 64-73.
    11. Teis Hansen, 2022. "The foundational economy and regional development," Regional Studies, Taylor & Francis Journals, vol. 56(6), pages 1033-1042, June.
    12. Haavard Maridal, J. & Palich, Les & Morgan, Grant & Gardner, Steven & McKinney, Joe & Bolbocean, Corneliu, 2018. "Wellbeing Indices: A Comprehensive Inventory of Standards and a Review of Current Comparative Measures," Ecological Economics, Elsevier, vol. 149(C), pages 1-11.
    13. Yang, Lin, 2018. "Measuring well-being: a multidimensional index integrating subjective well-being and preferences," LSE Research Online Documents on Economics 87789, London School of Economics and Political Science, LSE Library.
    14. Preeti Kapuria, 2014. "Quality of Life in the City of Delhi: An Assessment Based on Access to Basic Services," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(2), pages 459-487, June.
    15. Roy, Satyaki, 2011. "Trends and Patterns in Consumption Expenditure: A Review of Class and Rural-Urban Disparities," MPRA Paper 35901, University Library of Munich, Germany.
    16. repec:osf:socarx:6msuf_v1 is not listed on IDEAS
    17. Luca Calafati & Julie Froud & Colin Haslam & Sukhdev Johal & Karel Williams, 2021. "Diversity in leading and laggard regions: living standards, residual income and regional policy," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 14(1), pages 117-139.
    18. Georgia Kaplanoglou & Vassilis T. Rapanos, 2018. "Evolutions in Consumption Inequality and Poverty in Greece: The Impact of the Crisis and Austerity Policies," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(1), pages 105-126, March.
    19. Tatjana Neuhuber & Antonia E. Schneider, 2024. "The role of public social expenditure for mitigating local income inequality: An investigation across spatial scales in Austria," Journal of Regional Science, Wiley Blackwell, vol. 64(5), pages 1647-1679, November.
    20. Lin Yang, 2018. "Measuring Well-being: A Multidimensional Index Integrating Subjective Well-being and Preferences," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 19(4), pages 456-476, October.
    21. Leonardo Nicoletti & Mikhail Sirenko & Trivik Verma, 2023. "Disadvantaged communities have lower access to urban infrastructure," Environment and Planning B, , vol. 50(3), pages 831-849, March.
    22. Maasoumi, Esfandiar, 1986. "The Measurement and Decomposition of Multi-dimensional Inequality," Econometrica, Econometric Society, vol. 54(4), pages 991-997, July.
    23. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    24. Nandinee Kutty, 2005. "A new measure of housing affordability: Estimates and analytical results," Housing Policy Debate, Taylor & Francis Journals, vol. 16(1), pages 113-142.
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