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The MIMIC–CUB Model for the Prediction of the Economic Public Opinions in Europe

Author

Listed:
  • Maurizio Carpita

    (University of Brescia)

  • Enrico Ciavolino

    (University of Salento)

  • Mariangela Nitti

    (University of Salento
    University of Salento)

Abstract

To study the Europeans’ perception on the economic conditions, a model that combine Multiple Indicators Multiple Causes (MIMIC) and Combination of Uniform and shifted Binomial (CUB) is proposed. The MIMIC–CUB Model, estimated at country-level using the Partial Least Squares, specifies the influence of the economic forecast news on a latent variable named “Citizens’ perception of the European economics health state”. The survey is related, at both national and EU level, to the period 2005–2014.

Suggested Citation

  • Maurizio Carpita & Enrico Ciavolino & Mariangela Nitti, 2019. "The MIMIC–CUB Model for the Prediction of the Economic Public Opinions in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(1), pages 287-305, November.
    • Handle: RePEc:spr:soinre:v:146:y:2019:i:1:d:10.1007_s11205-018-1885-4
    DOI: 10.1007/s11205-018-1885-4
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    1. Sylke Nissen, 2014. "The Eurobarometer and the process of European integration," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(2), pages 713-727, March.
    2. Nick Lee & John W. Cadogan & Laura Chamberlain, 2013. "The MIMIC model and formative variables: problems and solutions," AMS Review, Springer;Academy of Marketing Science, vol. 3(1), pages 3-17, March.
    3. Virag Havasi, 2013. "Financial Situation and Its Consequences on the Quality of Life in the EU Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(1), pages 17-35, August.
    4. Laura Bottazzi & Marco Da Rin & Thomas Hellmann, 2016. "Editor's Choice The Importance of Trust for Investment: Evidence from Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2283-2318.
    5. Manisera, Marica & Zuccolotto, Paola, 2014. "Modeling rating data with Nonlinear CUB models," Computational Statistics & Data Analysis, Elsevier, vol. 78(C), pages 100-118.
    6. M. Nitti & E. Ciavolino, 2014. "A deflated indicators approach for estimating second-order reflective models through PLS-PM: an empirical illustration," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(10), pages 2222-2239, October.
    7. Goldberger, Arthur S, 1972. "Structural Equation Methods in the Social Sciences," Econometrica, Econometric Society, vol. 40(6), pages 979-1001, November.
    8. D. Maltritz & A. Bühn & S. Eichler, 2012. "Modelling country default risk as a latent variable: a multiple indicators multiple causes approach," Applied Economics, Taylor & Francis Journals, vol. 44(36), pages 4679-4688, December.
    9. Antonides, Gerrit & Van Der Sar, Nico L., 1990. "Individual expectations, risk perception and preferences in relation to investment decision making," Journal of Economic Psychology, Elsevier, vol. 11(2), pages 227-245, June.
    10. Jaya Krishnakumar & A. Nagar, 2008. "On Exact Statistical Properties of Multidimensional Indices Based on Principal Components, Factor Analysis, MIMIC and Structural Equation Models," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(3), pages 481-496, May.
    11. Leonardo Grilli & Maria Iannario & Domenico Piccolo & Carla Rampichini, 2014. "Latent class CUB models," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 8(1), pages 105-119, March.
    12. Enrico Ciavolino & Maurizio Carpita & Amjad Al-Nasser, 2015. "Modelling the quality of work in the Italian social co-operatives combining NPCA-RSM and SEM-GME approaches," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(1), pages 161-179, January.
    13. L. Bottazzi & M. Da Rin & T. Hellmann, 2007. "The Importance of Trust for Investment: Evidence from Venture Capital," Working Papers 612, Dipartimento Scienze Economiche, Universita' di Bologna.
    14. Paul Dickes & Alessio Fusco & Eric Marlier, 2010. "Structure of National Perceptions of Social Needs Across EU Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(1), pages 143-167, January.
    15. Matti Hovi & Jani-Petri Laamanen, 2016. "Mind the gap? Business cycles and subjective well-being," Applied Economics Letters, Taylor & Francis Journals, vol. 23(17), pages 1206-1209, November.
    16. Diamantopoulos, Adamantios & Riefler, Petra & Roth, Katharina P., 2008. "Advancing formative measurement models," Journal of Business Research, Elsevier, vol. 61(12), pages 1203-1218, December.
    17. D'Elia, Angela & Piccolo, Domenico, 2005. "A mixture model for preferences data analysis," Computational Statistics & Data Analysis, Elsevier, vol. 49(3), pages 917-934, June.
    18. Marc Callens, 2017. "Long Term Trends in Life Satisfaction, 1973–2012: Flanders in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(1), pages 107-127, January.
    19. Djankov, Simeon & Nikolova, Elena & Zilinsky, Jan, 2016. "The happiness gap in Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 44(1), pages 108-124.
    20. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    21. Enrico Ciavolino & Maurizio Carpita & Mariangela Nitti, 2015. "High-order PLS path model with qualitative external information," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(4), pages 1609-1620, July.
    22. Maria Iannario, 2012. "Modelling shelter choices in a class of mixture models for ordinal responses," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(1), pages 1-22, March.
    23. Enrico Ciavolino & Mariangela Nitti, 2013. "Using the Hybrid Two-Step estimation approach for the identification of second-order latent variable models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(3), pages 508-526.
    24. Enrico Ciavolino & Amjad Al-Nasser, 2009. "Comparing generalised maximum entropy and partial least squares methods for structural equation models," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 21(8), pages 1017-1036.
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