PUBLICATIONS

International Journals:

1. Salvatore C., Lugtig P., Struminskaya B. (2026).Youth Nonresponse in Panel Surveys: Investigating the Impact of Life Events, Journal of Survey Statistics and Methodology - Link 

2. Salvatore C. & Moretti A. (2024). The Use of New Data Sources in Small Area Estimation of Attitudes towards Climate Change. The Survey Statistician,  Vol. 90, 30–37  Link 

3. Salvatore C., Biffignandi S., Sakshaug J., Wiśniowski A., Struminskaya B., (2023). Bayesian integration of probability and non-probability samples for logistic regression. Journal of Survey Statistics and Methodology, https://doi.org/10.1093/jssam/smad041 - Supplemented with a Shiny App

4. Salvatore C., Biffignandi S., Bianchi A., (2023). Augmenting Business Statistics Information by Combining Traditional Data with Textual Data: A Composite Indicator Approach, Metron 

5.  Salvatore C.  (2023). Inference with non-probability samples and survey data integration: a science mapping study. Metron, https://doi.org/10.1007/s40300-023-00243-6

6. Bianchi A.,  Salvatore C. & Biffignandi S. (2023). Using Social Media to Enhance Survey Data. The Survey Statistician,  Vol. 87, 27–34  Link 

7. Salvatore C., Biffignandi S. & Bianchi A. (2022). Corporate Social Responsibility Activities Through Twitter: From Topic Model Analysis to Indexes Measuring Communication Characteristics. Soc Indic Res. https://doi.org/10.1007/s11205-022-02993-8 

8. Salvatore C., Biffignandi S. & Bianchi A. (2021). Social Media and Twitter Data Quality for New Social Indicators. Soc Indic Res, 156, 601–630 https://doi.org/10.1007/s11205-020-02296-w 

Conference Proceedings:

9. Salvatore C., & Höhne, J.K. (2025). Explaining item-nonresponse in open questions with requests for voice responses. Book of Short Papers of the 53rd Scientific Meeting of the Italian Statistical Society 

10. Salvatore C., Biffignandi S. , Bianchi A. (2023). Smart Composite Indicators Measuring Corporate Sustainability: A Sensitivity Analysis.  Book of Short Papers of the 52nd Scientific Meeting of the Italian Statistical Society 

11. Salvatore C., Biffignandi S., Sakshaug J.W., Wisniowski A., Struminskaya B. (2022). A Bayesian approach for combining probability and non-probability samples surveys. Book of Short Papers of the 51st Scientific Meeting of the Italian Statistical Society - ISBN: 9788891932310

12. Salvatore C., Biffignandi S., Bianchi A. (2022). Assessing Corporate Social Responsibility Communication on Twitter: A Composite Indicator Approach. Proceedings of the 16th International Conference on Statistical Analysis of Textual Data (JADT22) - ISBN: 9791280153302

13. Salvatore C., Madonna A., Bianchi A., Boffelli A., Kalchschmidt M.G.M. (2022). Collaborate for what: a structural topic model analysis on CDP data. 4th International Conference on Advanced Research Methods and Analytics (CARMA2022) Universitat Politecnica de Valencia, Valencia, 2022 - http://dx.doi.org/10.4995/CARMA2022.2022.15074 

14. Salvatore C., Bianchi A., & Biffignandi S. (2020). Communicating Corporate Social Responsibility through Twitter: a topic model analysis on selected companies. 3rd International Conference on Advanced Research Methods and Analytics (CARMA2020) Universitat Politecnica de Valencia, Valencia, 2020 - http://dx.doi.org/10.4995/CARMA2020.2020.11646 

CONFERENCES AND WORKSHOPS

Organized sessions and workshops:

1. Workshop - Data Integration in the Era of New Data Sources, 2026 - Member of the local organizing and scientific committee, Utrecht University, The Netherlands

2. ESRA25 - Member of the local organizing committee, Utrecht University, The Netherlands

3. ESRA25 - Session on Survey Data Integration: Nonprobability Surveys, Administrative and Digital Trace Data 

4. ITACOSM25 - Session on Equality, diversity and inclusion in survey statistics and methodology

Invited talks:

1. Salvatore C., Moretti A.,  Markwitz R., (Sept 2026). Small Area Estimation with Big Data Covariates, COMPSTAT 2026

2. Moretti A., Salvatore C., Meitinger K., (July 2025). A non-probabilistic sample survey to study the regional variability in attitudes towards homosexuality: Survey design and weighting aspects, ITACOSM 2025

3. Salvatore C., (July 2025). Bayesian integration of different data sources: Balancing cost, bias and measurement, ITACOSM 2025

4. Moretti A., Salvatore C., (July 2025). The use of web data in small area estimation of attitudes towards climate change, ITACOSM 2025

5. Salvatore C., (March 2025).Bayesian Survey Data Integration: Can We Enhance Inference and Reduce Costs?. VVSOR 2025 Conference

6. Salvatore C., Lugtig P., Struminskaya B. (May 2024). Youth Nonresponse in the Understanding Society Survey: Investigating the Impact of Life Events. Workshop - Improving response among adolescents and young adults in Understanding Society, ISER, University of Essex, UK.

7. Salvatore C.(Nov. 2023). Enhancing analytic inference while reducing the costs: a Bayesian data integration approach. NPSO Innovatiedag (6de editie), CBS Den Haag.

8. Salvatore C., Bianchi A., Biffignandi S. (Dec 2023). Social media in survey research. 16th International Conference of the ERCIM WG on Computational and Methodologiacl Statistics (CMStatistics 2023), Berlin.

9. Salvatore C., Biffignandi S., Bianchi A. (Dec. 2022) Unstructured textual data and composite indicators construction . 15th International Conference of the ERCIM WG on Computational and Methodologiacl Statistics (CMStatistics 2022), London.

10. Salvatore C., Biffignandi S., Sakshaug J., A. WisniowskiJ., Struminskaya B. (June 2022) A Bayesian approach for combining probability and non-probability samples surveys. 51st Scientific Meeting of the Italian Statistical Society (SIS2022), Caserta, Italy.

11. Salvatore C., Biffignandi S., Bianchi A. (June 2022) Augmenting Information by combining Traditional Data with Textual Data. 7th Italian Conference of survey Methodology (ITACOSM2022), Perugia, Italy.