A Pls Path Model To Investigate The Relations Between Institutions And Human Development
AbstractThe paper studies the relations between types of institutions on different components of human development. A role of aggregate demand in determining the material components of human development is assumed. We thus divide institutions into those that create demand and those that are determined by the whole process of development. Similarly we divide human development in its three traditional components (economic development, health, knowledge). Both human development and institutions are assumed as multidimensional constructs; all the main components of these constructs are defined as latent variables, and the relations between them as structural relations. A Partial Least Squares (PLS) path model is developed: it is the aggregation (and simultaneous estimation) of an outer model relating observed or manifest variables to their own latent variable and of a structural model (inner model) relating some endogenous latent variable to other latent variables. From the goodness of fit point of view, our results seem to validate our theoretical assumptions.
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Bibliographic InfoPaper provided by Department of Economics - University Roma Tre in its series Departmental Working Papers of Economics - University 'Roma Tre' with number 0145.
Date of creation: Feb 2012
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Structural Equations Models; Institutions; Human Development;
Other versions of this item:
- S. Terzi & A. Trezzini & L. Moroni, 2014. "A PLS path model to investigate the relations between institutions and human development," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(3), pages 1271-1290, May.
- O43 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
- C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
- O15 - Economic Development, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
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