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Use and Misuse of PCA for Measuring Well-Being

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Cited by:

  1. 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.
  2. Matheus Pereira Libório & Alexandre Magno Alves Diniz & Hamidreza Rabiei-Dastjerd & Oseias da Silva Martinuci & Carlos Augusto Paiva da Silva Martins & Petr Iakovlevitch Ekel, 2023. "A Decision Framework for Identifying Methods to Construct Stable Composite Indicators That Capture the Concept of Multidimensional Social Phenomena: The Case of Social Exclusion," Sustainability, MDPI, vol. 15(7), pages 1-17, April.
  3. 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.
  4. Carolina Bruzzi & Enrico Ivaldi & Stefano Landi, 2020. "Non-compensatory aggregation method to measure social and material deprivation in an urban area: relationship with premature mortality," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(3), pages 381-396, April.
  5. Matheus Pereira Libório & Elisa Fusco & Alexandre Magno Alves Diniz & Oséias da Silva Martinuci & Petr Iakovlevitch Ekel, 2024. "A Novel Approach for Multispatial and Multitemporal Analysis of Composite Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 173(3), pages 783-800, July.
  6. Alfredo Cartone & Domenica Panzera, 2021. "Deprivation at local level: Practical problems and policy implications for the province of Milan," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 43-61, February.
  7. Matheus Pereira Libório & Alexandre Magno Alvez Diniz & Douglas Alexandre Gomes Vieira & Petr Iakovlevitch Ekel, 2024. "Subjective–Objective Method of Maximizing the Average Variance Extracted From Sub-indicators in Composite Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(2), pages 613-637, November.
  8. Bonanno, Graziella & D’Orio, Giovanni & Lombardo, Rosetta, 2020. "Generating well-being and efficiency: Evidence from Italy," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 262-275.
  9. Michael Greenacre & Patrick J. F Groenen & Trevor Hastie & Alfonso Iodice d’Enza & Angelos Markos & Elena Tuzhilina, 2023. "Principal component analysis," Economics Working Papers 1856, Department of Economics and Business, Universitat Pompeu Fabra.
  10. Federica Onori & Giovanna Jona Lasinio, 2022. "Modeling “Equitable and Sustainable Well-being” (BES) Using Bayesian Networks: A Case Study of the Italian Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 1003-1037, June.
  11. Abdollahzadeh, Gholamhossein & Sharifzadeh, Mohammad Sharif & Sklenička, Petr & Azadi, Hossein, 2023. "Adaptive capacity of farming systems to climate change in Iran: Application of composite index approach," Agricultural Systems, Elsevier, vol. 204(C).
  12. 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.
  13. Gloria Polinesi & Mariateresa Ciommi & Chiara Gigliarano, 2024. "Impact of COVID-19 on elderly population well-being: evidence from European countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(6), pages 5201-5223, December.
  14. Wangfang Xu & Wenjia Rao & Longbao Wei & Qianqian Wang, 2023. "A Normalized Global Economic Policy Uncertainty Index from Unsupervised Machine Learning," Mathematics, MDPI, vol. 11(15), pages 1-10, July.
  15. Aldieri, Luigi & Gatto, Andrea & Vinci, Concetto Paolo, 2024. "Impact of environmental, energy and business efficiency on CO2 emissions: A composite indicator for emerging Asia-Pacific markets," Applied Energy, Elsevier, vol. 368(C).
  16. 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.
  17. Giulio Giacomo Cantone, 2024. "How to measure interdisciplinary research? A systemic design for the model of measurement," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(8), pages 4937-4982, August.
  18. Lidia Ceriani & Chiara Gigliarano, 2020. "Multidimensional Well-Being: A Bayesian Networks Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(1), pages 237-263, November.
  19. Alexey A. Mironenkov & Alexey N. Kurbatskii & Marina V. Mironenkova, 2024. "The Quality-of-Life Measurement with a Stochastic Choice of Parameters of the Weighted Principal Component," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 23(1), pages 82-109.
  20. Geoff Kaine & Dean Stronge, 2024. "An idiographic Approach to Measuring Subjective Well-Being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(6), pages 3253-3277, December.
  21. Silvia Bruzzi & Enrico Ivaldi & Marta Santagata, 2022. "Measuring Regional Performance in the Italian NHS: Are Disparities Decreasing?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(3), pages 1057-1084, February.
  22. Cantone, Giulio Giacomo & Tomaselli, Venera, 2024. "On the Coherence of Composite Indexes: Multiversal Model and Specification Analysis for an Index of Well-Being," MetaArXiv d5y26, Center for Open Science.
  23. Giacalone, Massimiliano & Mattera, Raffaele & Nissi, Eugenia, 2022. "Well-being analysis of Italian provinces with spatial principal components," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
  24. Adriana Monte & Gabriella Schoier, 2022. "A Multivariate Statistical Analysis of Equitable and Sustainable Well-Being Over Time," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 735-750, June.
  25. Mehmet Pinar, 2022. "Choquet-Integral Aggregation Method to Aggregate Social Indicators to Account for Interactions: An Application to the Human Development Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 1-53, January.
  26. Guido Kraemer & Markus Reichstein & Gustau Camps-Valls & Jeroen Smits & Miguel D. Mahecha, 2020. "The Low Dimensionality of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(3), pages 999-1020, August.
  27. 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.
  28. 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).
  29. Gai, Lorenzo & Bellucci, Marco & Biggeri, Mario & Ferrone, Lucia & Ielasi, Federica, 2023. "Banks’ ESG disclosure: A new scoring model," Finance Research Letters, Elsevier, vol. 57(C).
  30. Luis Ayala & Olga Canto & Rosa Martinez & Carolina Navarro & Marina Romaguera-de-la-Cruz, 2024. "Broadening Well-being Indicators for Developed Countries: A New Proposal Based on Key Social Needs," Working Papers 677, ECINEQ, Society for the Study of Economic Inequality.
  31. Renaud Gaucher & Issaka Dialga & Coralie Vennin, 2022. "The indicator of a happy, long and sustainable life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 159(1), pages 55-75, January.
  32. 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).
  33. Ilinca-Valentina Stoica & Antoni F. Tulla & Daniela Zamfir & Alexandru-Ionuț Petrișor, 2020. "Exploring the Urban Strength of Small Towns in Romania," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(3), pages 843-875, December.
  34. Jiménez-Fernández, Eduardo & Sánchez, Angeles & Ortega-Pérez, Mario, 2022. "Dealing with weighting scheme in composite indicators: An unsupervised distance-machine learning proposal for quantitative data," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
  35. Enrico Ivaldi & Paolo Parra Saiani & Juan José Primosich & Carolina Bruzzi, 2020. "Health and Deprivation: A New Approach Applied to 32 Argentinian Urban Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 155-179, August.
  36. Matteo Mazziotta & Adriano Pareto, 2022. "Composite Indices Construction: The Performance Interval Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(2), pages 541-551, June.
  37. Rosanna Cataldo & Corrado Crocetta & Maria Gabriella Grassia & Natale Carlo Lauro & Marina Marino & Viktoriya Voytsekhovska, 2021. "Methodological PLS-PM Framework for SDGs System," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 701-723, August.
  38. Carlo Cavicchia & Maurizio Vichi & Giorgia Zaccaria, 2023. "Hierarchical disjoint principal component analysis," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 107(3), pages 537-574, September.
  39. Laura Grassini & Alessandro Magrini & Enrico Conti, 2023. "Formative-reflective scheme for the assessment of tourism destination competitiveness: an analysis of Italian municipalities," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3523-3548, August.
  40. Ilyes Boumahdi & Nouzha Zaoujal, 2023. "Regional Well-Being Disparities in Morocco and its OECD Partners," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 167(1), pages 183-211, June.
  41. Corrado Crocetta & Laura Antonucci & Rosanna Cataldo & Roberto Galasso & Maria Gabriella Grassia & Carlo Natale Lauro & Marina Marino, 2021. "Higher-Order PLS-PM Approach for Different Types of Constructs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 154(2), pages 725-754, April.
  42. Alexei Manso Correa Machado & Petr Iakovlevitch Ekel & Matheus Pereira Libório, 2023. "Goal-based participatory weighting scheme: balancing objectivity and subjectivity in the construction of composite indicators," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4387-4407, October.
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