Multiple Imputation of missing values in exploratory factor analysis of multidimensional scales: estimating latent trait scores

ABSTRACT Researchers frequently have to analyze scales in which some participants have failed to respond to some items. In this paper we focus on the exploratory factor analysis of multidimensional scales (i.e., scales that consist of a number of subscales) where each subscale is made up of a number of Likert-type items, and the aim of the analysis is to estimate participants' scores on the corresponding latent traits. We propose a new approach to deal with missing responses in such a situation that is based on (1) multiple imputation of non-responses and (2) simultaneous rotation of the imputed datasets. We applied the approach in a real dataset where missing responses were artificially introduced following a real pattern of non-responses, and a simulation study based on artificial datasets. The results show that our approach (specifically, Hot-Deck multiple imputation followed of Consensus Promin rotation) was able to successfully compute factor score estimates even for participants that have missing data.

GeoGebraTUTOR : développement d’un système tutoriel autonome pour l’accompagnement d’élèves en situation de résolution de problèmes de démonstration en géométrie plane et genèse d’un espace de travail géométrique idoine

Travaux d'études doctorales réalisées conjointement avec les travaux de recherches doctorales de Nicolas Leduc, étudiant au doctorat en génie informatique à l'École Polytechnique de Montréal.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

ANALYSIS OF GENDER RELATIONS IN THE INDUSTRIAL COMMUNITY OF AGUIRRE, PUERTO RICO

This thesis is a study of the gender relations of the residents of Aguirre, Puerto Rico, between 1940 and 1991. The primary goal of the project was to explore how gender roles and relations in the Aguirre community were impacted by the social class system introduced by the Aguirre Sugar Company. This project was based on the interpretation of the past and present situation of the Aguirre community using oral history, by conducting a series of interviews among its residents. The interviews resulted in three main themes. First, the concepts of `normal and natural' were used to distinguish gender roles. Second, Aguirreños identified `family as community', since through the family individuals built their gender identity and learned the basic rules of coexistence within the social hierarchy of the community. Third, although the gender and class roles were clear in the community, `resistance and negotiation' occurred in the home and at the Company between those of different gender and social classes. The Aguirre Sugar Company was one of the principal influences on the construction of the Aguirreños identity, and left a mark on the past, present and future generations.

Sustainability reporting in European cooperative Banks: an exploratory analysis

Cooperative banks, as a social economy institution, have a special relationship with sustainability. Given the lack of previous studies, we aim to develop an exploratory analysis on sustainability reporting in European cooperative banks. On one hand, we studied the sustainability reporting evolution to know whether the crisis influenced on this practice. On the other hand, we compared cooperative reports with banks' reports. Moreover, we analysed the sustainability reports content to know what information is disclosed by cooperative banks. The results show that although the number of cooperative banks' reports is low, it responds to the weight in the European market. They also illustrate the late incorporation of cooperative banks into sustainability reporting (consequence of their conservative nature). We cannot conclude that differences between banks and cooperative banks were significant, but -in relation to private banks- cooperatives stand out in the use of latest standards, integrated reporting and best application levels. Regarding to the content of sustainability reports, cooperative banks provide more social issues than economic or environmental issues. In the current situation, disclosing information about sustainability would help to reinforce the stakeholders' trust.

Analysis of Transmission System Adequacy Considering the Constrained Fuzzy Power Flow

Power flow calculations are one of the most important tools for power system planning and operation. The need to account for uncertainties when performing power flow studies led, among others methods, to the development of the fuzzy power flow (FPF). This kind of models is especially interesting when a scarcity of information exists, which is a common situation in liberalized power systems (where generation and commercialization of electricity are market activities). In this framework, the symmetric/constrained fuzzy power flow (SFPF/CFPF) was proposed in order to avoid some of the problems of the original FPF model. The SFPF/CFPF models are suitable to quantify the adequacy of transmission network to satisfy “reasonable demands for the transmission of electricity” as defined, for instance, in the European Directive 2009/72/EC. In this work it is illustrated how the SFPF/CFPF may be used to evaluate the impact on the adequacy of a transmission system originated by specific investments on new network elements

A service-oriented user interaction analysis framework supporting adaptive applications

A comprehensive user model, built by monitoring a user's current use of applications, can be an excellent starting point for building adaptive user-centred applications. The BaranC framework monitors all user interaction with a digital device (e.g. smartphone), and also collects all available context data (such as from sensors in the digital device itself, in a smart watch, or in smart appliances) in order to build a full model of user application behaviour. The model built from the collected data, called the UDI (User Digital Imprint), is further augmented by analysis services, for example, a service to produce activity profiles from smartphone sensor data. The enhanced UDI model can then be the basis for building an appropriate adaptive application that is user-centred as it is based on an individual user model. As BaranC supports continuous user monitoring, an application can be dynamically adaptive in real-time to the current context (e.g. time, location or activity). Furthermore, since BaranC is continuously augmenting the user model with more monitored data, over time the user model changes, and the adaptive application can adapt gradually over time to changing user behaviour patterns. BaranC has been implemented as a service-oriented framework where the collection of data for the UDI and all sharing of the UDI data are kept strictly under the user's control. In addition, being service-oriented allows (with the user's permission) its monitoring and analysis services to be easily used by 3rd parties in order to provide 3rd party adaptive assistant services. An example 3rd party service demonstrator, built on top of BaranC, proactively assists a user by dynamic predication, based on the current context, what apps and contacts the user is likely to need. BaranC introduces an innovative user-controlled unified service model of monitoring and use of personal digital activity data in order to provide adaptive user-centred applications. This aims to improve on the current situation where the diversity of adaptive applications results in a proliferation of applications monitoring and using personal data, resulting in a lack of clarity, a dispersal of data, and a diminution of user control.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.

The economic situation

This is a quarterly newsletter on the economy written by Senior Fellow Bruce Yandle, Clemson Alumni Distinguished Professor of Economics Emeritus and Interim Dean of Clemson's College of Business & Behavioral Science. The newsletter provides an analysis of national, regional, and state economic trends and activity. Each issue gives an update on GDP growth, interest rate trends, and comments on major events that affect the economic outlook.