Gaia BERTARELLI

Position
Researcher
E-mail
gaia.bertarelli@unive.it
Scientific sector (SSD)
Statistica sociale [STAT-03/B]
Website
www.unive.it/people/gaia.bertarelli (personal record)
Office
Department of Economics
Website: https://www.unive.it/dep.economics
Where: San Giobbe
Research Institute
Research Institute for Social Innovation
Research Institute
Research Institute for Complexity

Publications

Year Type Publication
Year Type Publication
2024 Journal Article Seghieri, Chiara; Ferré, Francesca; Tortù, Costanza; Bertarelli, Gaia; Mavrogianni, Christina; Usheva, Natalya; Toti, Florian; Moreno, Luis; Agapidaki, Eirini; Manios, Yannis Addressing chronic diseases: a comparative study of policies towards type-2 diabetes and hypertension in selected European countries in EUROPEAN JOURNAL OF PUBLIC HEALTH, vol. - (ISSN 1101-1262)
DOI - URL correlato - ARCA card: 10278/5055040
2024 Journal Article Ranalli, M. Giovanna; Beaumont, Jean-François; Bertarelli, Gaia; Shlomo, Natalie Foreword to the special issue on “Survey Methods for Statistical Data Integration and New Data Sources: tools and real data applications for official statistics” in METRON, vol. - (ISSN 0026-1424)
DOI - ARCA card: 10278/5054340
2024 Journal Article Gianfredi, Vincenza; Bertarelli, Gaia; Minelli, Liliana; Nucci, Daniele Promoting healthy eating in childhood: results from the COcONUT (Children PrOmOting Nutrition throUght Theatre) project in MINERVA PEDIATRICS, vol. 76, pp. 464-472 (ISSN 2724-5276)
DOI - ARCA card: 10278/5016610
2024 Journal Article Marchetti, Stefano; Giusti, Caterina; Schirripa Spagnolo, Francesco; Bertarelli, Gaia; Biggeri, Luigi The impact of local cost-of-living differences on relative poverty incidence: an application using retail scanner data and small area estimation models in STATISTICAL METHODS & APPLICATIONS, vol. 33, pp. 1117-1143 (ISSN 1618-2510)
DOI - URL correlato - ARCA card: 10278/5047138
2024 Journal Article Tonutti, Giovanni; Garnero, Andrea; Bertarelli, Gaia; Pratesi, Monica The local distribution of in-work poverty and sectoral employment: an analysis of local dynamics in Italy in STATISTICAL METHODS & APPLICATIONS, vol. 33, pp. 973-998 (ISSN 1618-2510)
DOI - URL correlato - ARCA card: 10278/5061264
2024 Article in Conference Proceedings Angela Andreella, Gaia Bertarelli, Federico Caldura, Stefano Campostrini A two-step approach to analyze the inclusivity distribution in childcare services in Italy. , Methodological and Applied Statistics and Demography III, Springer Cham, Convegno: 52nd Scientific Meeting of the Italian Statistical Society (SIS 2024), 17/06/2024-20/06/2024 (ISBN 978-3-031-64431-3)
- ARCA card: 10278/5081782
2024 Article in Conference Proceedings Stival, Mattia; Schiavon, Lorenzo; Bertarelli, Gaia; Campostrini, Stefano Exploring disease prevalence in Italy: a web application utilizing sample-based predictions from a Bayesian spatio-temporal model with external validation , Methodological and Applied Statistics and Demography IV - SIS 2024, Short Papers, Contributed Sessions 2, Springer, Convegno: SIS 2024
- ARCA card: 10278/5082204
2023 Journal Article Siopis G.;Moschonis, Georgea;Eweka, Evetted;Jung, Jennye;Kwasnicka, Dominikaf;Asare, Bernard Yeboah-Asiamahg;Kodithuwakku, Vimarshaf;Willems, Rubenh;Verhaeghe, Nickh, i;Annemans, Lievenh;Vedanthan, Rajeshd;Oldenburg, Brianb, f;Manios, Yannisj, k;Gong, Enying;Votis, Konstantinos;Segkouli, Sofia;Triantafyllidis, Andreas;Kyparissis, Odysseas;Paliokas, Ioannis;Polychroniou, Eleftheria;De Craemer, Dirk;Anastasiou, Kostas;Tserpes, Konstantinos;Mavrogianni, Christina;Karaglani, Eva;Kalogerakou, Electra;Maragkoudaki, Maria;Ntzouvani, Adhikari, Samrachana;Qian, Kun;Dickhaus, Julia;Carney, Kimberly;Sahito, Farhan;Pavlovic, Dusan;Djokic, Djordje;Sahito, Arzoo;Battalova, Gisella;Seghieri, Chiara;Nutti, Sabina;Vanieri, Milena;Belle, Nicola;Bertarelli, Gaia;Cantarelli, Paola;Ferre, Francesca;Noci, Anna;Tortu, Constanza;Bozzi, Nadia;Ferrari, Dina;Borelli, Rachele;Iotova, Violeta;Yotov, Yoto;Usheva, Natalia;Kozhuharova, Anna;Russeva, Vanya;Marinova, Vanya;Koleva, Sonya;Atanasova, Virginia;Stefanova, Tanya;Tsochev, Kaloyan;Aznar, Luis Moreno;Botaya, Rosa Magallón;Lozano, Gloria Bueno;De Miguel-Etayo, Pilar;Gonzalez-Gil, Esther Ma;Miguel-Berges, María L.;Pérez, Susana;Blázquez, Bárbara Oliván;Giménez-Legarre, Natalia;Toti, Florian;Prifti, Skerdi;Bombaj, Blerina;Doracaj, Ditila;Laze, Ornela;Lapardhaja, Adriana;Bruka, Luftime;, Katerina;Dupont, Sabine;Dupont, Elizabeth;Dauzon, Leo;Roskams, Maartje;Lennox-Chhugani, Niamh;Perrin, Martin;Day, Niamh Daly;Ferrer, Georgina;Snook, Orla;Aldasoro, Edelweiss;Gil-Salmerón, Alejandro;Peiró, Pilar Gangas;Curran, Darren;Lyne, Fiona;Curreri, Nereide A.;Pierantozzi, Nazzareno;D'Antonio, Claudia;Vespasiani, Giacomo;Almonti, Teresa;Skouteris, Helen;Taylor, Tracy;Savaglio, Melissa;Makrilakis, Konstantinos;Stergiou, George;Liatis, Stavros;Karamanakos, George;Koliaki, Chrysi;Kollias, Anastasios;Zikou, Eva;Dimosthenopoulos, Haris;Huang, Keng-Yen; Effectiveness, reach, uptake, and feasibility of digital health interventions for adults with hypertension: a systematic review and meta-analysis of randomised controlled trials in THE LANCET. DIGITAL HEALTH, vol. 5, pp. 144-159 (ISSN 2589-7500)
DOI - ARCA card: 10278/5017682
2023 Journal Article Moschonis, George; Siopis, George; Jung, Jenny; Eweka, Evette; Willems, Ruben; Kwasnicka, Dominika; Asare, Bernard Yeboah-Asiamah; Kodithuwakku, Vimarsha; Verhaeghe, Nick; Vedanthan, Rajesh; Annemans, Lieven; Oldenburg, Brian; Manios, Yannis; Oldenburg, Brian; Kwasnicka, Dominika; Gong, Enying; Jung, Jenny; Asare, Bernard Yeboah-Asiamah; Kodithuwakku, Vimarsha; Votis, Konstantinos; Segkouli, Sofia; Triantafyllidis, Andreas; Kyparissis, Odysseas; Paliokas, Ioannis; Polychroniou, Eleftheria; Annemans, Lieven; Verhaeghe, Nick; Willems, Ruben; De Craemer, Dirk; Manios, Yannis; Anastasiou, Kostas; Tserpes, Konstantinos; Mavrogianni, Christina; Karaglani, Eva; Kalogerakou, Electra; Maragkoudaki, Maria; Ntzouvani, Agathi; Kontochristopoulou, Katerina; Dupont, Sabine; Dupont, Elizabeth; Dauzon, Leo; Roskams, Maartje; Lennox-Chhugani, Niamh; Perrin, Martin; Day, Niamh Daly; Ferrer, Georgina; Snook, Orla; Aldasoro, Edelweiss; Gil-Salmerón, Alejandro; Peiró, Pilar Gangas; Curran, Darren; Lyne, Fiona; Curreri, Nereide A.; Moschonis, George; Siopis, George; Pierantozzi, Nazzareno; D'Antonio, Claudia; Vespasiani, Giacomo; Almonti, Teresa; Skouteris, Helen; Taylor, Tracy; Savaglio, Melissa; Makrilakis, Konstantinos; Stergiou, George; Liatis, Stavros; Karamanakos, George; Koliaki, Chrysi; Kollias, Anastasios; Zikou, Eva; Dimosthenopoulos, Haris; Vedanthan, Rajesh; Huang, Keng-Yen; Adhikari, Samrachana; Qian, Kun; Dickhaus, Julia; Carney, Kimberly; Eweka, Evette; Sahito, Farhan; Pavlovic, Dusan; Djokic, Djordje; Sahito, Arzoo; Battalova, Gisella; Seghieri, Chiara; Nutti, Sabina; Vanieri, Milena; Belle, Nicola; Bertarelli, Gaia; Cantarelli, Paola; Ferre, Francesca; Noci, Anna; Tortu, Constanza; Bozzi, Nadia; Ferrari, Dina; Borelli, Rachele; Iotova, Violeta; Yotov, Yoto; Usheva, Natalia; Kozhuharova, Anna; Russeva, Vanya; Marinova, Vanya; Koleva, Sonya; Atanasova, Virginia; Stefanova, Tanya; Tsochev, Kaloyan; Aznar, Luis Moreno; Botaya, Rosa Magallón; Lozano, Gloria Bueno; De Miguel-Etayo, Pilar; Gonzalez-Gil, Esther Ma; Miguel-Berges, María L.; Pérez, Susana; Blázquez, Bárbara Oliván; Giménez-Legarre, Natalia; Toti, Florian; Prifti, Skerdi; Bombaj, Blerina; Doracaj, Ditila; Laze, Ornela; Lapardhaja, Adriana; Bruka, Luftime Effectiveness, reach, uptake, and feasibility of digital health interventions for adults with type 2 diabetes: a systematic review and meta-analysis of randomised controlled trials in THE LANCET. DIGITAL HEALTH, vol. 5 (ISSN 2589-7500)
DOI - URL correlato - ARCA card: 10278/5050700
2023 Journal Article Ranalli, M. Giovanna; Beaumont, Jean-François; Bertarelli, Gaia; Shlomo, Nathalie Foreword to the special issue on “Survey Methods for Statistical Data Integration and New Data Sources” in METRON, vol. 81, pp. 1-3 (ISSN 0026-1424)
DOI - URL correlato - ARCA card: 10278/5023304
2023 Journal Article Vainieri, Milena; Vandelli, Andrea; Benvenuti, Stefano Casini; Bertarelli, Gaia Tracking the Digital Health Gap in Elderly: a study in Italian remote areas in HEALTH POLICY, vol. 133, pp. 104842 (ISSN 0168-8510)
DOI - URL correlato - ARCA card: 10278/5021741
2023 Article in Conference Proceedings Andrea Vandelli, Gaia Bertarelli, Milena Vainieri Is it all about trust? Elderly people’s propensity to digital technology in health care : a case study from Italy , XL convegno nazionale. L'aziendalismo crea valore! Il ruolo dell'accademia nelle sfide della società, dell'economia, delle istituzioni., Università degli Studi di Salerno, Convegno: AIDEA 2023, 05/10/2023-06/10/2023 (ISBN 978-88-947839-2-6)
- URL correlato - ARCA card: 10278/5048205
2023 Article in Conference Proceedings Francesco Schirripa Spagnolo; Gaia Bertarelli; Nicola Salvati; Donato Summa; Monica Scannapieco; Stefano Marchetti; Monica Pratesi Reducing selection bias in non-probability sample by Small Area Estimation. , Cladag 2023: book of abstracts and short papers, Pearson Italia, pp. 288-291, Convegno: CLADAG 2023: 14th Scienti c Meeting of the Classi cation and DataAnalysis Group, 10/09/2023-13/09/2023 (ISBN 978-88-9193-563-2)
- ARCA card: 10278/5035204
2023 Article in Conference Proceedings Luigi Biggeri; Stefano Marchetti; Caterina Giusti; Monica Pratesi; Francesco Schirripa Spagnolo; Gaia Bertarelli Small area estimation of monetary poverty indicators with poverty lines adjusted using local price indexes , SEAS-IN Book of the Short Papers. SIS 2023., Pearson Italia, pp. 383-388, Convegno: SIS2023 - SEAS IN - Statistical Learning, Sustainability and Impact Evaluation, 21/06/2023 - 23/06/2023 (ISBN 978-88-9193-561-8)
- ARCA card: 10278/5035208
2022 Journal Article Giovanni Tonutti; Gaia Bertarelli; Caterina Giusti; Monica Pratesi Disaggregation of poverty indicators by small area methods for assessing the targeting of the Reddito di Cittadinanza national policy in Italy in SOCIO-ECONOMIC PLANNING SCIENCES, vol. 82, pp. 101327 (ISSN 0038-0121)
DOI - ARCA card: 10278/5014905
2022 Journal Article Alba S.; Rood E.; Mecatti F.; Ross J.M.; Dodd P.J.; Chang S.; Potgieter M.; Bertarelli G.; Henry N.J.; Legrand K.E.; Trouleau W.; Shaweno D.; Macpherson P.; Qin Z.Z.; Mergenthaler C.; Giardina F.; Augustijn E.-W.; Baloch A.Q.; Latif A. TB Hackathon: Development and Comparison of Five Models to Predict Subnational Tuberculosis Prevalence in Pakistan in TROPICAL MEDICINE AND INFECTIOUS DISEASE, vol. 7, pp. 13 (ISSN 2414-6366)
DOI - ARCA card: 10278/5015201
2022 Article in Conference Proceedings Giovanni Tonutti; Gaia Bertarelli; Caterina Giusti and Monica Pratesi Assessing the targeting of the anti-poverty measure "Reddito di Cittadinanza" using Small Area Estimation Methods , Book of Short Papers 10th International Conference IES2022 Innovation and Society 5.0: Statistical and Economic Methodologies for Quality assessment, Sesto San Giovanni, PKE - Professional Knowledge Empowerment s.r.l, pp. 25-30, Convegno: IES 2022: Innovation and Society 5.0: Statistical and Economic Methodologies for Quality Assessment, 27/12/2022 - 18/12/2022 (ISBN 978-88-94593-35-8)
- ARCA card: 10278/5016611
2022 Article in Conference Proceedings Chiara Seghieri, Niccolò Borri, Gaia Bertarelli, Sabina Nuti Excess economic burden of multimorbidity: a population-based study in Italy. , Book of short papers SIS 2022, Pearson, pp. 1302-1307, Convegno: SIS2022 - 51ST SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY, 22/06/2022 - 24/06/2022 (ISBN 9788891932310)
- URL correlato - ARCA card: 10278/5020562
2022 Article in Conference Proceedings Pratesi, Monica; Schirripa Spagnolo, Francesco; Bertarelli, Gaia; Marchetti, Stefano; Scannapieco, Monica; Salvati, Nicola; Summa, Donato Inference for big data assisted by small area methods: an application to OBEC (on-line based enterprise characteristics) , Book of short papers SIS 2022, Pearson, pp. 305-311, Convegno: SIS2022 - 51ST SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY, 22/06/2022 - 24/06/2022 (ISBN 9788891932310)
- ARCA card: 10278/5016701
2021 Journal Article Bertarelli G.; Chambers R.; Salvati N. Outlier robust small domain estimation via bias correction and robust bootstrapping in STATISTICAL METHODS & APPLICATIONS, vol. 30, pp. 331-357 (ISSN 1618-2510)
DOI - ARCA card: 10278/5015265
2021 Journal Article Pratesi M.; Quattrociocchi L.; Bertarelli G.; Gemignani A.; Giusti C. Spatial Distribution of Multidimensional Educational Poverty in Italy using Small Area Estimation in SOCIAL INDICATORS RESEARCH, vol. 156, pp. 563-586 (ISSN 0303-8300)
DOI - ARCA card: 10278/5015264
2021 Book Article Crippa, Franca; Bertarelli, Gaia; Mecatti, Fulvia A Spatio-Temporal Approach to Latent Variables: Modelling Gender (im)balance in the Big Data Era , Pathways Between Social Science and Computational Social Science. Theories, Methods, and Interpretations., Springer Cham, pp. 159-177 (ISBN 978-3-030-54935-0; 978-3-030-54936-7) (ISSN 2509-9574)
DOI - ARCA card: 10278/5016608
2021 Book Article Gaia Bertarelli; Antonella D’Agostino; Caterina Giusti; Monica Pratesi Measuring Educational Poverty in Italy: a Multidimensional and Fuzzy Approach , Analysis of Socio-Economic Conditions: Insights from a Fuzzy Multidimensional Approach, Routledge, pp. 166-179 (ISBN 9780367514068)
- ARCA card: 10278/5016607
2021 Book Article Bertarelli G.; Spagnolo F.S.; Salvati N.; Pratesi M. Small area estimation of agricultural data in Paolo Postiglione, Roberto Benedetti, Federica Piersimoni, Spatial Econometric Methods in Agricultural Economics Using R, CRC Press, pp. 202-233 (ISBN 9780429155628)
- ARCA card: 10278/5015205
2021 Article in Conference Proceedings Schirripa Spagnolo, Francesco; Bertarelli, Gaia; Chambers, Raymond; Haziza, David; Salvati, Nicola Controlling the bias for M-quantile estimators for small area , SAE2021 BIG4small Book of short papers, Edizioni Zaccaria, pp. 119-124, Convegno: Small Area Estimation Conference 2021 BIG4small, 20/09/2021 - 24/09/2021 (ISBN 9788899594138)
- ARCA card: 10278/5016697
2021 Article in Conference Proceedings Stefano Marchetti, Gaia Bertarelli, Monica Pratesi, Partha Lahirid Hierarchical Bayesian Approach for Addressing Multiple Objectives in Poverty Research for Small Areas. , SAE2021 BIG4small Book of short papers, Napoli, Edizioni Zaccaria, pp. 64-69, Convegno: Small Area Estimation Conference 2021 BIG4small, 20/09/2021 - 24/09/2021 (ISBN 9788899594138)
- ARCA card: 10278/5017183
2021 Article in Conference Proceedings Bertarelli, Gaia; Schirripa Spagnolo, Francesco; Chambers, Ray; Haziza, David On bias correction in small area estimation: An M-quantile approach , Book of short papers SIS 2021, Pearson, pp. 1200-1205, Convegno: SIS2021 - 50th SCIENTIFIC MEETING OF THE ITALIAN STATISTICAL SOCIETY (ISBN 9788891927361)
- ARCA card: 10278/5016699
2018 Journal Article Gaia Bertarelli , M. Giovanna Ranalli, Bartolucci Francesco, D'Alò Michele, Solari Fabrizio Small area estimation for unemployment using latent Markov models in SURVEY METHODOLOGY, vol. 44, pp. 167-192 (ISSN 0714-0045)
- ARCA card: 10278/5015204
2018 Book Article Bertarelli G.; Corbella A.; Di Iorio J.; Gorshechnikova A.; Scott M. Curve clustering for brain functional activity and synchronization , Springer Proceedings in Mathematics and Statistics, 233 SPRING STREET, NEW YORK, NY 10013, UNITED STATES, Springer New York LLC, vol. 257, pp. 75-90 (ISBN 978-3-030-00038-7; 978-3-030-00039-4) (ISSN 2194-1009)
DOI - ARCA card: 10278/5016606
2018 Book Article Bertarelli G.; Crippa F.; Mecatti F. Measuring Latent Variables in Space and/or Time: A Gender Statistics Exercise , Springer Series on Demographic Methods and Population Analysis, 233 SPRING STREET, NEW YORK, NY 10013, UNITED STATES, Springer Science and Business Media B.V., vol. 46, pp. 133-142 (ISBN 978-3-319-76001-8; 978-3-319-76002-5) (ISSN 1877-2560)
DOI - ARCA card: 10278/5016609
2017 Journal Article Chiavarini M.; Bertarelli G.; Minelli L.; Fabiani R. Dietary intake of meat cooking-related mutagens (HCAs) and risk of colorectal adenoma and cancer: A systematic review and meta-analysis in NUTRIENTS, vol. 9, pp. 514 (ISSN 2072-6643)
DOI - ARCA card: 10278/5015202
2017 Article in Conference Proceedings Gaia Bertarelli, Franca Crippa, Fulvia Mecatti A latent markov model approach for measuring national gender inequality , SIS 2017. Statistics and Data Science: new challenges, new generations, Firenze University Press, vol. 114, Convegno: Conference of the Italian Statistical Society, 28/06/2017 - 30/06/2017 (ISBN 978-88-6453-521-0; 978-88-9273-185-1) (ISSN 2704-601X)
DOI - ARCA card: 10278/5021601
2017 Article in Conference Proceedings Gaia Bertarelli , Franca Crippa , Fulvia Mecatti Measuring Latent Variables is space and/or time: A Gender Statistics exercise , Bertarelli G; Crippa F; Mecatti F, atene, ISAST: International Society for the Advancement of Science and Technology, pp. 103-113, Convegno: Applied Stochastic Models and Data Analysis XVII, 06/06/2017-09/06/2017 (ISBN 978-618-5180-23-2)
- ARCA card: 10278/5023424
2016 Journal Article Fabiani R.; Minelli L.; Bertarelli G.; Bacci S. A western dietary pattern increases prostate cancer risk: A systematic review and meta-analysis in NUTRIENTS, vol. 8, pp. 626 (ISSN 2072-6643)
DOI - ARCA card: 10278/5015203
2013 Journal Article Bampo C.; Alessi A.; Fantini S.; Bertarelli G.; De Braud F.; Bombardieri E.; Valvo F.; Crippa F.; Di Bartolomeo M.; Mariani L.; Milione M.; Biondani P.; Avuzzi B.; Chiruzzi C.; Pietrantonio F. Is the standardized uptake value of FDG-PET/CT predictive of pathological complete response in locally advanced rectal cancer treated with capecitabine-based neoadjuvant chemoradiation? in ONCOLOGY, vol. 84, pp. 191-199 (ISSN 0030-2414)
DOI - ARCA card: 10278/5021602
2013 Journal Article Pietrantonio F.; Biondani P.; Milione M.; Melotti F.; Bertarelli G.; Perrone F.; De Braud F.; Mariani L.; Fanetti G.; Cortinovis D.; Di Bartolomeo M. Lack of Bax expression is associated with irinotecan-based treatment activity in advanced colorectal cancer patients in CLINICAL & TRANSLATIONAL ONCOLOGY, vol. 15, pp. 582-586 (ISSN 1699-048X)
DOI - ARCA card: 10278/5021604
2013 Journal Article Pietrantonio F.; Biondani P.; Ciurlia E.; Fanetti G.; Tessari A.; Bertarelli G.; Bossi I.; Musella V.; Melotti F.; Bartolomeo M.D.; Valvo F.; Pellegrinelli A.; Milione M.; Perrone F.; De Braud F. Role of BAX for outcome prediction in gastrointestinal malignancies in MEDICAL ONCOLOGY, vol. 30, pp. 610 (ISSN 1357-0560)
DOI - ARCA card: 10278/5021603
2011 Journal Article Crescenti A.; Borghi G.; Bignami E.; Bertarelli G.; Landoni G.; Casiraghi G.M.; Briganti A.; Montorsi F.; Rigatti P.; Zangrillo A. Intraoperative use of tranexamic acid to reduce transfusion rate in patients undergoing radical retropubic prostatectomy: Double blind, randomised, placebo controlled trial in BMJ. BRITISH MEDICAL JOURNAL, vol. 343 (ISSN 0959-535X)
DOI - ARCA card: 10278/5021605

List of selected publications