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Teaching Staff

Biography

Pedro Simões Coelho is presently Full Professor and President of the Scientific Council of the NOVA Information Management School (NOVA IMS) of Universidade Nova de Lisboa. He is also researcher in the Information Management Research Center (MagIC) of NOVA University. He is presently senior expert near the European Commission for the area of statistical methods and sampling techniques.

He is member of the board of the European Master of Official Statistics (EMOS), member of the Ischools accreditation committee, member of the Portuguese Health Technologies Commission and head of information and statistics in NOVA Clinical Research Unit (NOVA CRU). He is former President of the General Assembly of the Portuguese Association for Classification and Data Analysis (CLAD), former member of the Portuguese High Council for Statistics (CSE) and President of the Fiscal Board of the European Center of Statistics for the Developing Countries (CESD-Lisboa).

Pedro S. Coelho has “aggregation” (post-doctoral degree) in Statistics (NOVA University), PhD in Statistics (NOVA University), MSc in Statistics and Information Management and a graduation in Systems Engineering. He has been lecturer of near 30 graduate and undergraduate courses, including Structural Equation Modeling, Research Methodologies, Sampling, Survey Methodology, Marketing Research, Data Collection Methodologies and Data Analysis.

He is author of about 200 studies and projects, resulting in more than 500 research reports. He is also author of more than 100 refereed publications. He has presented near 100 seminars, invited conferences and oral presentations in scientific conferences.

Pedro S. Coelho has been consultant and trainer for several organizations, namely for the European Commission, Eurostat, the Portuguese Statistical Office, the Portuguese Central Bank and several National Statistical Offices around the world. For these institutions has been developing methodologies and offering training in data analysis techniques.

Scientific Publications

Coelho, P. S., Apalhão, M., Victorino, G., Cardoso, C., Camilo, J., & Silva, J. M. (2024)

The burden of atopic dermatitis in Portuguese patients: an observational study. Scientific Reports, 14, 1-8. Article 5181. https://doi.org/10.1038/s41598-024-55965-y

Costa, V., Coelho, P., & Castelli, M. (2024)

Artificial Intelligence for Impact Assessment of Administrative Burdens. Emerging Science Journal, 8(1), 270-282. https://doi.org/10.28991/ESJ-2024-08-01-019

Lopes, H., Baptista-Leite, R., Coelho, P. S., Mendes, J. M., Castro, M., & Diogo, J. R. (2024)

Cardio Policy Optimiser: an integrated public health approach to enhancing cardiovascular health [abstract]. European Journal of Public Health, 34(Supplement 3), 456-457. Advance online publication. https://doi.org/10.1093/eurpub/ckae144.1171

Victorino, G. M., Saraiva, I., Pereira, B., Borrego, P., Cordeiro, J. V., Sousa, F. C., Morais-Almeida, M., Ferreira, J. R., & Coelho, P. S. (2024)

Perceptions of the Portuguese population on vaccination: The specific view of Chronic Respiratory Disease patients. Pulmonology, 30(6), 663-667. https://doi.org/10.1016/j.pulmoe.2024.05.002

Coelho, P. S., Rita, P., & Ramos, R. F. (2023)

How the response to service incidents change customer–firm relationships. European Journal of Management and Business Economics, 32(2), 168-184. https://doi.org/10.1108/EJMBE-05-2021-0157

Mendes, J. M., & Coelho, P. S. (2023)

The effect of non-pharmaceutical interventions on COVID-19 outcomes: A heterogeneous age-related generalisation of the SEIR model. Infectious Disease Modelling, 1-55. https://doi.org/10.1016/j.idm.2023.05.009

Victorino, G., Coelho, P. S., & Henriques, R. (2023)

The Value of Design Thinking for PhD Students: A Retrospective Longitudinal Study. Emerging Science Journal, 7(Special Issue: Trends, and New Ideas in Education), 16-31. https://doi.org/10.28991/ESJ-2023-SIED2-02

Castelo-Branco, I., Oliveira, T., Coelho, P. S., Portugal, J., & Filipe, I. (2022)

Measuring the fourth industrial revolution through the Industry 4.0 lens: The relevance of resources, capabilities and the value chain. Computers in Industry, 138(June), [103639]. https://doi.org/10.1016/j.compind.2022.103639

Santos, Z. R., Cheung, C. M. K., Coelho, P. S., & Rita, P. (2022)

Consumer engagement in social media brand communities: A literature review. International Journal Of Information Management, 63(April), 1-38. [102457]. https://doi.org/10.1016/j.ijinfomgt.2021.102457

Victorino, G., Bandeira, R., Painho, M., Henriques, R., & Coelho, P. S. (2022)

Rethinking the Campus Experience in a Post-COVID World: A Multi-Stakeholder Design Thinking Experiment. Sustainability (Switzerland), 14(13), 1-13. [7655]. https://doi.org/10.3390/su14137655

Coelho, P., Alpalhão, M., Victorino, G., Camilo, J., Cardoso, C., & Silva, J. M. (2022)

Understanding the Impact of Atopic Dermatitis in Portuguese Patients: Results from an Analytical Observational Study. Value In Health, 25(Supl. 1), S232-S232. [POSB368 ] [(ISPOR Europe 2021) - Virtual ISPOR Europe 2021, "Emerging Frontiers and Opportunities: Special Populations and Technologies”, 30 November-3 December, Virtual]. https://doi.org/10.1016/j.jval.2021.11.1135

Barata, M. L., & Coelho, P. S. (2021)

Music streaming services: understanding the drivers of customer purchase and intention to recommend. Heliyon, 7(8). https://doi.org/10.1016/j.heliyon.2021.e07783

Elena-Bucea, A., Cruz-Jesus, F., Oliveira, T., & Coelho, P. S. (2021)

Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union. Information Systems Frontiers, 21(4), 1007–1021. [Advanced online publication on 19 May 2020]. https://doi.org/10.1007/s10796-020-10012-9

Mendes, J.M., Coelho, P.S. (2021)

Addressing hospitalisations with non-error-free data by generalised SEIR modelling of COVID-19 pandemic. Scientific Reports 11, 19617. Doi: https://doi.org/10.1038/s41598-021-98975-w

Santos, Z. R., Coelho, P. S., & Rita, P. (2022)

Fostering Consumer–Brand Relationships through social media brand communities. Journal of Marketing Communications, 28(7), 768-798. https://doi.org/10.1080/13527266.2021.1950199

Vera-Cruz, P., Larroudé, A., Gouveia, N., Mendes, J., & Coelho, P. S. (2021)

Watchful waiting? Portuguese approach to otitis media with effusion. NASCER E CRESCER - BIRTH AND GROWTH MEDICAL JOURNAL, 30(3), 143–151. https://doi.org/10.25753/BirthGrowthMJ.v30.i3.19192

Flores, R., Carneiro, A., Serra, J., Gouveia, N., Pereira, T., Mendes, J. M., Coelho, P. S., Tenreiro, S., & Seabra, M. C. (2020)

CORRELATION STUDY BETWEEN DRUSEN MORPHOLOGY AND FUNDUS AUTOFLUORESCENCE. Retina (Philadelphia, Pa.). https://doi.org/10.1097/IAE.0000000000002881

Gregório, M. J., Rodrigues, A. M., Salvador, C., Dias, S. S., de Sousa, R. D., Mendes, J. M., ... Canhão, H. (2020)

Validation of the telephone-administered version of the mediterranean diet adherence screener (Medas) questionnaire. Nutrients, 12(5), [1511]. https://doi.org/10.3390/nu12051511

Pais-de-Lacerda, A., Lira, A., Soares, F., Badura, R., Valadas, E., Coelho, P. S., & Oliveira, V. (2020)

Transcranial Doppler pulsatility index as a marker of endothelial dysfunction, especially useful when before persistently low CD4+/CD8+ratios. Journal Of The International Aids Society, 23(Sup. 7, SI), 72. [P071].

Pais-de-Lacerda, A., Moreira, S., & Coelho, P. S. (2020)

Influence of CD4+/CD8+ratio on early age of stroke in persons living with HIV: a single university centre study in Portugal. Journal Of The International Aids Society, 23(Sup. 7, SI), 71. [P069].

Endo, A. C. B., de Farias, L. A., & Coelho, P. S. (2019)

Service branding from the perspective of higher education administrators. Marketing Intelligence and Planning, 37(4), 401-416. https://doi.org/10.1108/MIP-06-2018-0237

Grublješič, T., Coelho, P. S., & Jaklič, J. (2019)

The shift to socio-organizational drivers of business intelligence and analytics acceptance. Journal of Organizational and End User Computing, 31(2), 37-62. https://doi.org/10.4018/JOEUC.2019040103

Rodrigues, A. M., Eusébio, M., Rodrigues, A. B., Caetano-Lopes, J., Lopes, I. P., Lopes, A., ... Canhão, H. (2019)

Low Serum Levels of DKK2 Predict Incident Low-Impact Fracture in Older Women. JBMR plus, 3(7), e10179. https://doi.org/10.1002/jbm4.10179

Saraiva, P., Cruz-Jesus, F., & Coelho, P. (2019)

Qualidade 4.0: alguns novos desafios baseados em dados. Revista TMQ – Techniques, Methodologies and Quality, Nº Especial 10 Anos, 131-552. https://publicacoes.riqual.org/edesp3-19-131-152/

Araujo, F., Duarte, C., Brandao, J., Cernadas, R., Mateus, E., Miranda, L. C., ... Coelho, P. S. (2019)

ECONOMIC IMPACT OF HEALTHCARE RESOURCE UTILIZATION AND WORK DISABILITY IN PORTUGUESE PATIENTS WITH ANKYLOSING SPONDYLITIS: RESULTS FROM THE ASSESSMENT OF RESULTS IN ANKYLOSING SPONDYLITIS(AREA) STUDY. Annals of the rheumatic diseases, 78(Supl. 2), 610-611. [THU0633]. https://doi.org/10.1136/annrheumdis-2019-eular.3400

Araujo, F., Duarte, C., Brandao, J., Cernadas, R., Mateus, E., Miranda, L. C., ... Coelho, P. S. (2019)

KNOWLEDGE AND PERCEPTIONS OF PORTUGUESE FAMILY PHYSICIANS TOWARDS ANKYLOSING SPONDYLITIS: RESULTS FROM THE ASSESSMENT OF RESULTS IN ANKYLOSING SPONDYLITIS(AREA) STUDY. Annals of the rheumatic diseases, 78(Supl. 2), 2058. [AB1194]. https://doi.org/10.1136/annrheumdis-2019-eular.6335

Araújo, F., Duarte, C., Brandão, J., Cernadas, R., Mateus, E., Miranda, L. C., ... Marques, C. (2019)

UNDERSTANDING THE IMPACT OF ANKYLOSING SPONDYLITIS IN DAILY LIFE OF THE PORTUGUESE PATIENTS: RESULTS FROM THE ASSESSMENT OF RESULTS IN ANKYLOSING SPONDYLITIS (AREA) STUDY. Annals of the rheumatic diseases, 78(Sup. 2), 2180. [PARE0008]. https://doi.org/10.1136/annrheumdis-2019-eular.6277

Coelho, P. S.; Rita, P., Santos, Z. (2018)

On the relationship between consumer-brand identification, brand community and brand loyalty. Journal of Retailing and Consumer Services, 43 (July), 101-110. doi: https://doi.org/10.1016/j.jretconser.2018.03.011

Rodrigues, A. M., Eusébio, M., Santos, M. J., Gouveia, N., Tavares, V., Coelho, P. S., Mendes, J. M.; Branco, J. C. & Canhão, H. (2018)

The burden and undertreatment of fragility fractures among senior women. Archives of osteoporosis, 13(1), article 22. DOI: 10.1007/s11657-018-0430-z.

Rodrigues, A. M.; Gregório, M. J.; Sousa, R. D.; Dias, S. S. ; Santos, M. J.; Mendes, J. M.; Coelho, P. S. ; Branco, J. C. ; Canhão, H. (2018)

Challenges of ageing in portugal: data from the EpiDoC cohort . Acta Medica Portuguesa, 31(2), 80-93. DOI: 10.20344/amp.9817

Rodrigues, A.; Canhão, H.; Marques, A.; Ambrósio, C. Borges, J.; Coelho, P.; Costa, L.; Fernandes, S. ... da Silva JAP (2018)

Portuguese recommendations for the prevention, diagnosis and management of primary osteoporosis: 2018 update. Acta Reumatológica Portuguesa [advanced online publication on 28 february 2018].

Ana Maria Rodrigues; Maria João Gregório; Pierre Gein; Mónica Eusébio; Maria José Santos; Rute Dinis de Sousa; Pedro S. Coelho; Jorge M. Mendes; Pedro Graça; Pedro Oliveira; Jaime C. Branco and Helena Canhão (2017)

Home-Based Intervention Program to Reduce Food Insecurity in Elderly Populations Using a TV App: Study Protocol of the Randomized Controlled Trial Saúde.Come Senior. JMIR Research Protocols, 6(3): e40. doi: 10.2196/resprot.6626

Gregório, M. J. B., Rodrigues, A. M., Eusebio, M., Sousa, R. D., Dias, S., Andre, B., Grønning, K., Coelho, P. S., Mendes, J. M., Graça, P., Espanes, G. A., Branco, J. C. & Canhao, H. (2017)

Dietary Patterns Characterized by High Meat Consumption Are Associated with Other Unhealthy Life Styles and Depression Symptoms. Frontiers in nutrition, 4, [25]. DOI: 10.3389/fnut.2017.00025

Coelho, Pedro Simões; Pereira, Luís Nobre; Pinheiro, José António; Xufre, Patrícia (2017)

As sondagens: princípios, metodologias e aplicações. Lisboa: Escolar Editora. ISBN 9789725925140

Branco, J. C., Rodrigues, A. M., Gouveia, N., Eusébio, M., Ramiro, S., Machado, P. M., . . . group, o. b. o. t. E. s. (2016)

Prevalence of rheumatic and musculoskeletal diseases and their impact on health-related quality of life, physical function and mental health in Portugal: results from EpiReumaPt– a national health survey. RMD Open, 2(1). doi: 10.1136/rmdopen-2015-000166

Dias, C. A., Wallgren, A., Wallgren, B., & Coelho, P. S. (2016)

Census Model Transition: Contributions to its Implementation in Portugal. Journal of Official Statistics, 32(1), 93–112. doi: 10.1515/jos-2016-0004

Fassott, G., Henseler, J., & Coelho, P. S. (2016)

Testing moderating effects in PLS path models with composite variables. Industrial Management & Data Systems, 116(9), 1887-1900. doi: 10.1108/imds-06-2016-0248

Branco, J. C., Rodrigues, A. M., Gouveia, N., Costa, L. P., Eusebio, M., Ramiro, S., . . . Canhao, H. (2015)

Prevalence and Physical and Mental Health Patterns of Rheumatic and Musculoskeletal Diseases in Portugal: Results from a National Health Survey. Arthritis & Rheumatism, 67. doi: 10.1136/annrheumdis-2015-eular.3854

Branco, J., Rodrigues, A. M., Gouveia, N., Pereira, L., Eusébio, M., Ramiro, S., . . . Canhão, H. (2015)

OP0052 Prevalence and Physical and Mental Health Patterns of Rheumatic and Musculoskeletal Diseases in Portugal: Results from Epireumapt, A National Health Survey. Annals of the Rheumatic Diseases, 74(Suppl 2), 86. doi: 10.1136/annrheumdis-2015-eular.3854

Rodrigues, A. M., Gouveia, N., da Costa, L. P., Eusebio, M., Ramiro, S., Machado, P., . . . EpiReumaPt Study, G. (2015)

EpiReumaPt - the study of Rheumatic and Musculoskeletal diseases in Portugal: a detailed view of the methodology. Acta Reumatologica Portuguesa, 40(2), 110-124.

Grubljesic, T., Coelho, P. S., & Jaklic, J. (2014)

The importance and impact of determinants influencing business intelligence systems embeddedness. Issues in Information Systems, 15(1), 106-117.

Popovic, A., Hackney, R., Coelho, P. S., & Jaklic, J. (2014)

How information-sharing values influence the use of information systems: An investigation in the business intelligence systems context. The Journal of Strategic Information Systems, 23(4), 270-283. doi: http://dx.doi.org/10.1016/j.jsis.2014.08.003

Pereira, L. N., & Coelho, P. S. (2013)

An Applied Comparison of Area-Level Linear Mixed Models in Small Area Estimation. Communications in Statistics-Simulation and Computation, 42(3), 671-685. doi: 10.1080/03610918.2011.654029

Pereira, L. N., & Coelho, P. S. (2013)

Estimation of house prices in regions with small sample sizes. Annals of Regional Science, 50(2), 603-621. doi: 10.1007/s00168-012-0507-3

Pereira, L. N., Mendes, J. M., & Coelho, P. S. (2013)

Model-Based Estimation of Unemployment Rates in Small Areas of Portugal. Communications in Statistics-Theory and Methods, 42(7), 1325-1342. doi: 10.1080/03610926.2012.749989

Vilares, M., & Coelho, P. S. (2013)

Likelihood and PLS Estimators for Structural Equation Modeling: An Assessment of Sample Size, Skewness and Model Misspecification Effects. In D. S. J. Lita, F. Caeiro, I. Natário, C. A. Braumann, M. L. Esquível, & J. T. Mexia (Eds.), Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications (pp. 11-33). (Studies in Theoretical and Applied Statistics). Berlin Heidelberg: Springer.

Coelho, P. S., & Henseler, J. (2012)

Creating customer loyalty through service customization. European Journal of Marketing, 46(3-4), 331-356. doi: 10.1108/03090561211202503

Pereira, L. N., & Coelho, P. S. (2012)

A Small Area Predictor under Area-Level Linear Mixed Models with Restrictions. Communications in Statistics-Theory and Methods, 41(13-14), 2524-2544. doi: 10.1080/03610926.2011.648000

Popovic, A., Hackney, R., Coelho, P. S., & Jaklic, J. (2012)

Towards business intelligence systems success: Effects of maturity and culture on analytical decision making. Decision Support Systems, 54(1), 729-739. doi: http://dx.doi.org/10.1016/j.dss.2012.08.017

Coelho, P. S., & Pereira, L. N. (2011)

A Spatial Unit Level Model for Small Area Estimation. Revstat-Statistical Journal, 9(2), 155-180.

Coelho, P., & Vilares, M. (2011)

A Satisfação e Lealdade do Cliente: Metodologias de Gestão, Avaliação e Análise (2ª ed.). Lisboa: Escolar Editora.

Jaklic, J., A. Popovic, et al. (2011)

The Impact of Quality Information Provided by Business Intelligence Systems on the Use of Information in Business Processes

Vilares, M., & Coelho, P. S. (2011)

Measuring the Return of Quality Investments in Mobile Telecommunications Network. In J. P. e. Maicas (Ed.), Mobile Telecommunications (pp. 113-130). Rijeka, Croatia: Intech.

Pereira, L. N., Mendes, J. M., & Coelho, P. S. (2011)

Estimation of unemployment rates in small areas of Portugal: a best linear unbiased prediction approach versus a hierarchical Bayes approach. Paper presented at the 17th  European Young Statisticians Meeting, Costa da Caparica.

Vilares, M. J., & Coelho, P. S. (2011)

Likelihood and PLS estimators for structural equation modeling An assessment of sample size, skewness and model misspecification effects. Paper presented at the XVII Congresso da Sociedade Portuguesa de Estatística.

Coelho, P.S., & Vilares, M. (2010)

Measuring the Return of Quality Investments. Total Quality Management and Business Excellence, 21(1), 21-42.

Pereira, L., & Coelho, P.S. (2010)

Assessing different uncertainty measures of EBLUP: a resampling-based approach. Journal of Statistical Computation and Simulation, 80(7), 713-727.

Pereira, L., & Coelho, P.S. (2010)

Small Area Estimation of Mean Price of Habitation Transaction Using Time-series and Cross-sectional Area Level Models. Journal of Applied Statistics, 37(4), 651-666.

Coelho, P. S., Popovic, A., & Jaklic, J. (2010)

The Role of Business Knowledge in Improving Information Quality Provided by Business Intelligence Systems. In J. E. Quintela Varajao, M. M. Cruz Cunha, G. D. Putnik & A. Trigo (Eds.), Enterprise Information Systems (Vol. 110, pp. 148-157): Springer-Verlag.

Vilares, M. J., Almeida, M. H., & Coelho, P. S. (2010)

Comparison of Likelihood and PLS Estimators for Structural Equation Modeling: A Simulation with Customer Satisfaction Data. In V. Esposito Vinzi, W. W. Chin, J. Henseler & H. Wang (Eds.), Handbook of Partial Least Squares (pp. 289-305). Berlin: Springer.

Jaklic, J., Coelho, P. S., & Popovic, A. (2009)

Information quality improvement as a measure of business intelligence system benefits. . WSEAS Transactions on Business and Economics, 6(9), 502-512.

Pereira, L., & Coelho, P. S. (2009)

Aplicação de sondagens indirectas no turismo. Turismo & Desenvolvimento, 12, 33-44.

Popovic, A., Coelho, P. S., & Jaklic, J. (2009)

The impact of Business Intelligence Systems Maturity on Information Quality. Information Research 14(4), paper 417.

Jaklic, J., Coelho, P. S., & Popovic, A. (2009)

Do Business Intelligence Systems Actually Improve Information Quality? In N. Mastorakis, M. Demiralp, I. Rudas, C. A. Bulucea & L. Rogozea (Eds.), Mathematical Methods and Applied Computing, Vol 1 (pp. 144-149). Athens: World Scientific and Engineering Acad and Soc.

Pereira, L., & Coelho, P. S. (2009)

Estimação em Pequenos Domínios do Preço Médio de Transacção da Habitação Estudos III (pp. 567-591). Faro: Faculdade de Economia, Universidade do Algarve.

Pereira, L., & Coelho, P. S. (2009)

Estimação Jackknife Ponderada do Erro Quadrático Médio de Predição do EBLUP temporal. Paper presented at the XVI Congresso Anual da Sociedade Portuguesa de Estatística, Vila Real, Portugal.

Pereira, L., & Coelho, P. S. (2009)

Utilização de informação espaciotemporal na estimação em pequenos domínios. Paper presented at the XVI Jornadas de Classificação e Análise de Dados, Faro, Portugal.

Coelho, P. S., & Casimiro, F. (2008)

Post enumeration survey of the 2001 portuguese population and housing censuses. Revstat-Statistical Journal, 6(3), 231-252.

Soares, A. S., Vaz, A. S., Coelho, P. S., & Esteves, S. P. (2008)

Aplicação do European Customer Satisfaction Index (ECSI) ao sector das Águas. Revista Lusófona de Humanidades e Tecnologias, 12, 69-74.

Vilares, M., Coelho, P. S., & Esteves, S. (2008)

Satisfação do Cliente-Resultados dos sectores 2007. Lisboa: IPQ.

Coelho, P. S., & Almeida, H. (2008)

Robustez dos estimadores ML e PLS na estimação de modelos SEM – simulação com dados assimétricos, pequenas amostras e erro de especificação. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.

Pereira, L., & Coelho, P. S. (2008)

Estimação bootstrap do erro quadrático médio de predição do EBLUP temporal no contexto da estimação em pequenos domínios. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.

Pereira, L., & Coelho, P. S. (2008)

Small area estimation for the price of habitation transaction: comparison of different uncertainty measures of temporal EBLUP. Paper presented at the European Conference on Quality in Official Statistics, Roma.

Pereira, L., & Coelho, P. S. (2008)

Utilização de sondagens indirectas na resolução de problemas de estimação na área do turismo. Paper presented at the XV Jornadas de Classificação e Análise de Dados, Setúbal.

Coelho, P. S., & Esteves, S. P. (2007)

The choice between a five-point and a ten-point scale in the framework of customer satisfaction measurement. International Journal of Market Research, 49(3), 313-339.