Research Group: Data Analytics
Group Coordinator: Paula Vicente
Assistant Professor with Habilitation at the Department of Quantitative Methods for Management and Economics of ISCTE- Instituto Universitário de Lisboa
Office: AA1.06
Telephone: 217903285; 711061
E-mail: paula.vicente@iscte-iul.pt
Data Analytics group main areas of research:
The Data Analytics group carries out research in collection and analysis of statistical data, developing and applying state of the art methodologies. The focus is on regular interdisciplinary collaboration with researchers from other BRU-IUL groups and from other research centres. Partnerships with companies and organisations often take place.
Main achievements 2013-2017:
i) A new multicollinearity diagnostic measure (the CVIF) that is now included in the MCTEST (2016) R package.
ii) Management of the whole auditing sampling process in the SIPTA project (Portuguese Auditing software).
iii) A dynamic stochastic model for the optimal timing of a treatment switch for use on patients with uncertain medical outcomes.
iv) Contribution to the methodology of mobile market surveys, by introducing efficient contact strategies to increase response rate. This topic is quite novel and little research has been done on it.
v) Partnering with healthcare institutions (Santa Casa da Misericórdia de Lisboa and Ministry of Health) for the development and subsequent implementation of a patient classification system in hospitals, healthcare units and nursing homes, for more efficient financing purposes.
vi) Involvement in the aQeduto project: evaluation, quality and equity in education - a joint initiative of the National Education Council and Francisco Manuel dos Santos Foundation. This project contributed to public debate in the field of education regarding the factors responsible for the positive results Portugal has achieved in PISA (Program for International Student Assessment) over the last fifteen years.
vii) Organization of 23rd Congress of the Portuguese Statistical Society - SPE 2017.
abdul.suleman@iscte-iul.pt
Associate Professor
Research and Teaching Interests:
ana.ferreira@dgeec.mec.pt
Assistant Professor
Research and Teaching Interests: Researcher in Multivariate Data Analysis, namely Discriminant Analysis, Factor Analysis, Cluster Analysis and Symbolic Analysis. , Her main area of interest is Supervised Classification on Qualitative Variables, in particularly focused on the case of small samples and poorly separated classes. , More recently, her research is focused on explore the evaluation of Supervised Classification results, comparing several measures as, Cohen's Kappa statistic, Huberty index or others.
Catarina.Marques@iscte-iul.pt
Assistant Professor
Research and Teaching Interests: Structural Equation Modelling, PLS-PM, Segmentation Techniques, Statistical Modelling and Data Analysis, Longitudinal data analysis, Tourism Marketing
ear@iscte-iul.pt
Full Professor
Research and Teaching Interests: Multivariate Statistics, Marketing Research, Surveys and Sampling Methods, Segmentation statistical methods
filipa.sampayo@iscte-iul.pt
Assistant Professor
Research and Teaching Interests: Microeconomics under uncertainty, Microeconometrics, Spatial Economics, Health Economics
jose.dias@iscte-iul.pt
Associate Professor with "Agregação"
Research and Teaching Interests: Modelação estatística e econométrica
dias.curto@iscte-iul.pt
Associate Professor with "Agregação"
Research and Teaching Interests: Econometrics, Statistics, Quantitative Methods for Management and Economics
fatima.salgueiro@iscte-iul.pt
Associate Professor with "Agregação"
Research and Teaching Interests: Statistical Modelling and Data Analysis: theoretical contributions and applications, Structural Equation Models, Graphical Models, Latent Growth Curve Models, Longitudinal data analysis
msaraiva@uevora.pt
Assistant Professor
Research and Teaching Interests: Organization and Management Science; Quality Management; Quality Systems; Quality and Innovation; Creativity in Management
paula.vicente@iscte-iul.pt
Assistant Professor with "Agregação"
Research and Teaching Interests: Survey methodology, Use and analysis of paradata in surveys, Quantitative Data Analysis for Market Research
Articles in scientific journals with scientific review ISI Indexed |
Felipa Sampayo (2019) "Patients Out-of-Pocket Expenses Analysis of Presurgical Teledermatology",Cost Effectiveness and Resource Allocation, 17 (18), |
Fátima Suleman, Sérgio Lagoa, Abdul Suleman (2019) "Patterns of employment relationships: the association between compensation policy and contractual arrangements",International Journal of Human Resource Management, 30 (7), 1136 |
Dália Nogueira, Elizabeth Reis, Pedro Ferreira, Schindler A. (2019) "Measuring quality of life in the speaker with dysarthria: reliability and validity of the european portuguese version of the QoL-DyS",Folia Phoniatrica et Logopaedica, (), |
Dália Nogueira, Elizabeth Reis, Pedro Ferreira, Schindler A. (2019) "Measuring quality of life in the speaker with dysarthria: reliability and validity of the european portuguese version of the QoL-DyS",Folia Phoniatrica et Logopaedica, (), |
Fátima Suleman, Abdul Suleman (2019) "How do household tasks shape employment contracts? The provision of care in Portugal",Feminist Economics, 25 (1), 174 |
Rute Pires, Ana Sousa Ferreira, Bruno Gonçalves, Joana Henriques-Calado, Marco Paulino (2019) "The Portuguese version of the Personality Inventory for the DSM-5 in a community and a clinical sample",Personality and Mental Health, 13 (1), 40 |
Inna Paiva, Isabel Lourenço, José Curto (2019) "Earnings management in family versus non-family firms: the influence of analyst coverage",Revista Española de Financiación y Contabilidad - Spanish Journal of Finance and Accounting , 48 (2), 113 |
Maggie-Lee Huckabee, Theresa McIntosh, Laura Fuller, Morgan Curry, Paige Thomas, Margaret Walshe, Ellen McCague, Irene Battel, Dália Nogueira, Ulrike Frank, Lenie van den Engel-Hoek, Oshrat Sella-Weiss (2018) "The Test of Masticating and Swallowing Solids (TOMASS): reliability, validity and international normative data",International Journal of Language and Communication Disorders, 53 (1), 144 |
Adriana Lopes Fernandes, Raul Laureano, Bráulio Alturas (2018) "Organizational Learning in the Hotel Industry: an eclectic instrument of measurement",Encontros Científicos - Tourism and Management Studies, 14 (2), 16 |
André Junqueira Caetano, José G. Dias (2018) "Socioeconomic classification of the working-age Brazilian population: a joint latent class analysis using social class and asset-based perspectives",Social Indicators Research, 139 (1), 119 |
International Government/ Organization contract research |
Modelling socio-economic change using longitudinal data, ISCTE-IUL, Investigador Responsável, UNIDE, ISCTE-IUL, PTDC/GES/72784/2006, Outubro 2007 - Junho 2011 |
National Government/ Organization contract research |
Queues and Applications, ISCTE, Investigador Principal, ISCTE, Branch 7-UNIDE, 1997-2000 |
Mathematics and Sustainable Human Reality, ISCTE, Investigador Principal, ISCTE, PTDC/MAT/67436/2006, 2006-2009 |
Tudo Tem Valor, ISCTE; ValorSul SA, Investigadora participante, ISCTE, xx, 2004-2005 |
3EM ? Eficácia Escolar no Ensino da Matemática, Universidade Beira Interior, Consultora, Universidade Beira Interior, xx, 2005-2008 |
Sondagens Telefónicas: Telefones Fixos vs Telemóveis, ISCTE, Marktest Lda, Investigadora responsável, ISCTE, xx, 2007-2010 |
Censos 2011, ISCTE, INE, Investigadora participante, ISCTE, xx, 2008-2012 |
Erro de não-resposta nas sondagens telefónicas com telemóveis: causas, efeitos e correcções, ISCTE, Investigadora responsável, ISCTE, PTDC/EGE-GES/116934/2010, 1 Março 2012-28 Fevereiro 2015 |
Modelos probabilísticos para avaliação de vestígios de DNA e identificação forense, ISCTE-IUL, Membro, ISCTE-IUL, PTDC/MAT/104182/2008, 2008-2011 |
Modelos Probabilísticos para avaliação de vestígios de DNA e Identificação forense, ISCTE-IUL, Membro, ISCTE-IUL, PTDC/MAT/114766/2009, 2009-2012 |