Pubblicazioni/Publications

Monografie/Monographs

Daraio C., Simar L. (2007), Advanced Robust and Nonparametric Methods in Efficiency Analysis. Methodology and Applications, Springer, New York (USA). ISBN: 978-0-387-35155-1.


Monografie curate/Edited books

- Bonaccorsi A., Daraio C. (2007), Universities and Strategic Knowledge Creation. Specialization and Performance in Europe, Edward Elgar Publisher, Cheltenham (UK). ISBN: 9781847201102, EID: 2-s2.0-36749059342, 508 PP.


- Daraio C., Glänzel W. (2020), Evaluative informetrics – the art of metrics-based research assessment, Festschrift in honour of Henk F. Moed, Springer Nature, ISBN 978-3-030-47665-6.

Curatela di Conference Proceedings/Edited Proceedings

- Daraio C. (2015), Efficiency, Effectiveness and Impact of Research and Innovation, Proceedings of the Workshop 20 February 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, Maggio 2015, ISBN 9788899104306.

- Daraio C. (2016), Challenges of Big Data for Economic Modeling and Management. Tools from Efficiency Analysis, Sensitivity Analysis, Sensitivity Auditing and Physics of Complex Systems, Proceedings of the Workshop of the 10-11 November 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, Febbraio 2016, ISBN 9788899104641.

- Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019 (2 volumi, circa 2800 pagine).

Pubblicazioni su riviste internazionali “peer-reviewed”/Papers in peer-reviewed journals

  1. Bonaccorsi A., Daraio C. (2003), Age effects in scientific productivity. The case of the Italian National Research Council (CNR), Scientometrics, Vol. 58, No. 1, 47-88. (WOS: 000184989800003, EID: 2442465067).

  1. Bonaccorsi A., Daraio C. (2003), A robust nonparametric approach to the analysis of scientific productivity, Research Evaluation, 12 (1), 47-69. (WOS: 000184952600006, EID: 1542714215).

  1. Turchetti G., Daraio C. (2004), How Deregulation Shapes Market Structure and Industry Efficiency: The Case of the Italian Motor Insurance Industry, Geneva Papers on Risk and Insurance - Issues and Practice, Vol. 29 Issue 2 Pages 202-219. (WOS: 000220469900005, EID: 1842590476).

  1. Bonaccorsi A., Daraio C. (2005), Exploring size and agglomeration effects on public research productivity, Scientometrics, Vol. 63, No. 1, 87–120. (WOS: 000228452400005, EID: 21244488689).

  1. Daraio C., Simar, L. (2005), Introducing Environmental Variables in Nonparametric Frontier Models: a Probabilistic Approach, The Journal of Productivity Analysis, 24 (1), pp. 93-121. (WOS: 000231307400005, EID: 23944524528).

  1. Bonaccorsi, A., Daraio C., Simar, L. (2006), Advanced indicators of productivity of universities. An application of Robust Nonparametric Methods to Italian data, Scientometrics, Vol. 66, No. 2, 389-410. (WOS: 000234603800012, EID: 30744472949).

  1. Daraio C., Simar, L. (2006), A robust nonparametric approach to evaluate and explain the performance of mutual funds, European Journal of Operational Research, Vol. 175 (1), 16 November 2006, 516-542. (WOS: 000240795200033, EID: 33749173600).

  1. Daraio C., Simar, L. (2007), Conditional Nonparametric Frontier Models for Convex and Non Convex Technologies: A unifying Approach, The Journal of Productivity Analysis, 28, pp. 13-32. (WOS: 000249458300003, EID: 34548570646).

  1. Bonaccorsi A., Daraio C., Lepori B., Slipersaeter S. (2007), Indicators on individual Higher Education Institutions. Addressing data problems and comparability issues, Research Evaluation, 16 (2), pp. 66-78. WOS: 000249374700001, EID: 34548600051).

  1. Bonaccorsi A., Daraio C. (2008), The differentiation of the strategic profile of higher education institutions. New positioning indicators based on microdata, Scientometrics, Vol. 74, No. 1, 15-37. (WOS: 000251830300003, EID: 2-s2.0-37549020356).

  1. Bonaccorsi A., Daraio C. (2009), Characterising the European university system: a preliminary classification using census microdata, Science and Public Policy, 36(10), 763-775. (EID: 75849163544).

  1. Badin L., Daraio C., Simar L. (2010), Optimal bandwidth selection for conditional efficiency measures: A data-driven approach, European Journal of Operational Research, 201, 633–640. (WOS: 000270964900029, EID: 70349281492).

  1. Bonaccorsi A., Daraio C., Geuna A. (2010), Universities in the New Knowledge Landscape: Tensions, Challenges, Change—An Introduction, Minerva, 48, 1–4. (WOS: 000276435400001, EID: 77949426273).

  1. Daraio C. et al. (2011), The European University landscape: A micro characterization based on evidence from the Aquameth project, Research Policy, 40, 148–164. (WOS: 000286910500013, EID: 78650703041).

  1. Nuti S., Daraio C., Speroni C., Vainieri M. (2011), Relationships between technical efficiency and the quality and costs of health care in Italy, International Journal for Quality in Healthcare, 23 (3), 324-330. (WOS: 000290587400015, EID: 79955985727).

  1. Daraio, C., Moed, H.F., (2011), Is Italian science declining? Research Policy, 40 (10), 1380-1392.

(WOS: 000297880200008, EID: 80255141780).

  1. Peyrache A., Daraio C., (2012), Empirical tools to assess the sensitivity of Directional Distance Functions to direction selection, Applied Economics, Volume 44, Issue 8, March 2012, Pages 933-943. (WOS: 000301535500001, EID: 80051638767).

  1. Curi C., Daraio C., Llerena P. (2012), University technology transfer: How (in)efficient are French universities? Cambridge Journal of Economics, vol. 36, no. 3, pp. 629–654, 2012. (WOS: 000304052200006, EID: 84861168947).

  1. Badin L., Daraio C., Simar L. (2012), How to Measure the Impact of Environmental Factors in a Nonparametric Production Model, European Journal of Operational Research, 223, 818–833. (WOS: 000309796100023, EID: 84866399435).

  1. Ruocco G., Daraio C. (2013), An Empirical Approach to Compare the Performance of Heterogeneous Academic Fields, Scientometrics, 97, 601-625, DOI 10.1007/s11192-013-1038-0 (WOS:000327219900006, EID: 2-s2.0-84887975909).

  1. Badin L., Daraio C., Simar L. (2014) Explaining Inefficiency in Nonparametric Production Models: the State of the Art, Annals of Operations Research, 214, 5–30, DOI 10.1007/s10479-012-1173-7 (WOS:000331632400002, EID: 2-s2.0-84894358524).

  1. Mauleón E., Daraio C. and Bordons M. (2014), Exploring gender differences in patenting in Spain, Research Evaluation (2014) 23 (1): 62-78 (WOS:000330452500006, EID: 2-s2.0-84892716447).

  1. Diana M. Daraio C. (2014), Evaluating the Effectiveness of Public Transport Operations: A Critical Review and some Policy Indicators, International Journal of Transport Economics, 41, 75-107 (WOS:000335934000004, EID: 2-s2.0-84901008757).

  1. Daraio C. Simar L. (2014), - Directional Distances and their Robust versions. Computational and Testing Issues, European Journal of Operational Research, 237, 358-369 (WOS:000335626200031, EID: 2-s2.0-84898775336).

  1. Bongioanni I. Daraio C. Ruocco G. (2014), A quantitative measure to compare the disciplinary profiles of research systems and their evolution over time, Journal of Informetrics, 8 (3), 710–727 (WOS:000341376700023, EID: 2-s2.0-84904321841).

  1. Curi C., Daraio C., Llerena P. (2015), The productivity of French Technology Transfer Office after government reform, Applied Economics, Vol. 47, No. 28, 3008–3019, DOI 10.1080/00036846.2015.1011318 (WOS:000352722900007, EID: 2-s2.0-84927697254).

  1. Daraio C., Bonaccorsi A., Simar L. (2015), Rankings and University Performance: a Conditional Multidimensional Approach, European Journal of Operational Research, 244, 918-930, DOI 10.1016/j.ejor.2015.02.005 (WOS:000353737900022, EID: 2-s2.0-84926408843).

  1. Daraio C., Bonaccorsi A., Simar L. (2015), Efficiency and economies of scale and specialization in European universities. A directional distance approach, Journal of Informetrics, 9, 430-448, DOI 10.1016/j.joi.2015.03.002 (WOS:000360907400002, EID: 2-s2.0-84926454121).

  1. D’Alfonso T. Daraio C., Nastasi A. (2015), Competition and Efficiency in the Italian airport system: new insights from a conditional nonparametric frontier analysis, Transportation Research Part E: Logistics and Transportation Review, 80, 20-38, DOI 10.1016/j.tre.2015.05.003, (WOS:000359032800002, EID: 2-s2.0-84930680628).

  1. Daraio C., Diana M., Di Costa F., Leporelli C., Matteucci G., Nastasi A. (2016), Efficiency and effectiveness in the public transport sector: a critical review with directions for future research, European Journal of Operational Research, 248, 1-20, DOI 10.1016/j.ejor.2015.05.059 (EID: 2-s2.0-84940895672, WOS:000362132500001).

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A., Bartolucci A. (2016), Data Integration for Research and Innovation Policy: An Ontology-based Data Management Approach, Scientometrics, 106 (2), 857-871 (WOS:000369017300022, EID: 2-s2.0-84956673097).

  1. Daraio, C., Simar L. (2016), Efficiency and benchmarking with directional distances: a data-driven approach, Journal of the Operational Research Society, 67 (7), 928-944, doi: 10.1057/jors.2015.111 (eid: 2-s2.0-84977633138, WOS:000382004300002).

  1. Daraio C., Glänzel W. (2016), Grand Challenges in Data Integration. State of the Art and Future Perspectives: An Introduction, Scientometrics, 108 (1), 391-400. DOI: 10.1007/s11192-016-1914-5 (EID: 2-s2.0-84961195886, WOS:000378777500021).

  1. Daraio, C., Lenzerini, M., Leporelli, C., Naggar, P., Bonaccorsi, A., Bartolucci, A. (2016). The advantages of an Ontology-Based Data Management approach: openness, interoperability and data quality. Scientometrics, 108(1), 441-455.

  1. Bolli, T., Olivares M, Bonaccorsi A., Daraio C., , Garcia Aracil A., , Lepori B. (2016), The Differential Effects of Competitive Funding on the Production Frontier and the Efficiency of Universities, Economics of Education Review, 52 (1), 91-104, DOI: 10.1016/j.econedurev.2016.01.007 (EID: 2-s2.0-84973098177, WOS:000378459600007).

36. Daraio, C., Bonaccorsi, A. (2017). Beyond university rankings? Generating new indicators on universities by linking data in open platforms. Journal of the Association for Information Science and Technology, 68(2), 508-529.

37. Bonaccorsi, A., Daraio C., Fantoni S., Folli V., Leonetti M., Ruocco G. (2017), Do Social Science and Humanities behave like Life and Hard Sciences? Scientometrics, 112(1), 607–653. DOI: 10.1007/s11192-017-2384-0 (Eid: 2-s2.0-85018682843, WOS: 000403466900033).

  1. Ruocco G., Daraio C., Folli V., Leonetti M., (2017), Bibliometric indicators: the origin of their log-normal distribution and why they are not a reliable proxy for an individual scholar’s talent. Palgrave Communications. 3:17064 doi: 10.1057/palcomms.2017.64.

  1. Daraio C. (2017), A framework for the assessment of Research and its Impacts, Journal of Data and Information Science, Vol. 2 No. 4, 2017 pp 7–42.

  1. Daraio C., Simar L., Wilson P.W. (2018), Central Limit Theorems for Conditional Efficiency Measures and Tests of the “Separability” Condition in Nonparametric, Two-Stage Models of Production, The Econometrics Journal, 21, 170-191, doi.org/10.1111/ectj.12103 (EID: 2-s2.0-85049141853, WOS: 000436805900004).

41. Daraio C., Fabbri F., Gavazzi G., Izzo M.G., Leuzzi L., Quaglia G., Ruocco G. (2018), Assessing the interdependencies between scientific disciplinary profiles, Scientometrics, Volume 116, Issue 3, pp 1785–1803, https://doi.org/10.1007/s11192-018-2816-5 (EID: 2-s2.0-85049108187, WOS:000442007200019).

  1. Catalano, G., Daraio C., Diana M., Gregori M., Matteucci G. (2019), Efficiency, effectiveness and impacts assessment in the rail transport sector: a state-of-the-art critical analysis of current research, International Transactions in Operational Research (ITOR), Volume 26, Issue 1, Pages 5-40, doi: 10.1111/itor.12551 (EID: 2-s2.0-85047617469, WOS: 000445190800001).

43. Daraio, C., Kerstens, K., Nepomuceno, T., & Sickles, R. C. (2019). Productivity and Efficiency Analysis Software: An Exploratory Bibliographical Survey of the Options, Journal of Economic Surveys, Vol. 33, No. 1, pp. 85–100, doi: 10.1111/joes.12270 (EID: 2-s2.0-85059631284, WOS:000455106500004).

  1. Daraio C., Heitor M., Meoli M., Paleari S. (2019), Policy Turnaround: Towards a New Deal for Research and Higher Education. Evaluation, Rankings and Governance for a New Era of Data Science, Higher Education Quarterly, 73 (1), 3-9 (EID: 2-s2.0-85060343724, WOS: 000456321800001).

45. Badin L. Daraio C. Simar L. (2019) A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures, European Journal of Operational Research 277, 784–797 (EID: 2-s2.0-85062972163, WOS: 000466254800028).

  1. Daraio, C., Kerstens, K., Nepomuceno, T., & Sickles, R. C. (2019). Empirical Surveys of Frontier Applications: A Meta-Review, International Transactions in Operational Research. doi:10.1111/itor.12649 (EID: 2-s2.0-85062690566).

  1. Nepomuceno T.C.C., Daraio C., Cabral Seixas Costa A.P. (2019): Combining multi-criteria and directional distances to decompose noncompensatory measures of sustainable banking efficiency, Applied Economics Letters, DOI: 10.1080/13504851.2019. 1616051 (EID: 2-s2.0-85065794826, WOS: 000469613500001).

  1. Bostian M., Daraio C., Grosskopf S., Ruocco G., W. Weber (2020), Sources and uses of knowledge in a dynamic network technology, International Transactions in Operational Research, 27, 1821–1844.

  1. Daraio C. Simar L. and Wilson P. (2020), Fast and Ecient Computation of Directional Distance Estimators, Annals of Operations Research, 288: 805–835, https://doi.org/10.1007/s10479-019-03163-9 (EID: 2-s2.0-85061366284).

  1. Moschini U., Fenialdi E., Daraio C., Ruocco G. and Molinari E. (2020), A comparison of three multidisciplinarity indices based on the diversity of Scopus subject areas of authors' documents, their bibliography and their citing papers, Scientometrics, 125, 1145–1158.

  1. Daraio C., Bruni R., Catalano G., Matteucci G., Daraio A., Scannapieco M., WagnerSchuster D., Lepori B. (2020), A tailor-made Data Quality Approach for Higher Educational Data, Journal of Data and Information Science (JDIS), 5(3), 129–160.

  1. Daraio C., Vaccari A. (2020), Using Normative Ethics for building a Good Evaluation of Research Practices: Towards the Assessment of Researcher’s Virtues, Scientometrics, 125: 1053–1075.

  1. Catalano, G., Daraio C., Leta J., Moed H.F., Ruocco G., and Zhang X. (2020). Novel Approaches to the Development and Application of Informetric and Scientometric Tools: Special Issue of Journal of Data and Information Science on ISSI2019 Conference-Part I, Journal of Data and Information Science, 5(3), 1–4.

  1. Angelini M., Daraio C., Lenzerini M., Leotta F., Santucci G. (2020) Performance Model’s development: A novel Approach encompassing Ontology-based Data Access and Visual Analytics, Scientometrics, 125, 865–892.

  1. Bruni R., Catalano G., Daraio C., Gregori M., Moed H. F. (2020) Studying The Heterogeneity of European Higher Education Institutions, Scientometrics, 125, 1117–1144.

  1. Daraio C., Moed H. F, Catalano G., Ruocco G., Sugimoto C.R., Glänzel W. (2020) The 17th International Conference on Scientometrics and Informetrics, Scientometrics, 125, 831–834.

  1. Catalano, G., Daraio C., Leta J., Moed H.F., Ruocco G., and Zhang X. (2020). Novel Approaches to the Development and Application of Informetric and Scientometric Tools: Special Issue of Journal of Data and Information Science on ISSI2019 Conference-Part II, Journal of Data and Information Science, vol. 5, no. 4, 2020, pp. 1-4.

  1. Bianchi, G., Bruni, R., Daraio C., Palma, A. L., Perani, G., Scalfati, F. (2020), Exploring the potentialities of Automatic Extraction of University Webometric Information, Journal of Data and Information Science, vol. 5, no. 4, 2020, pp. 43–55.

  1. Bostian M., Daraio C., Färe R. Grosskopf S. Izzo M.G., Leuzzi L., Ruocco G., W. Weber (2020), Recontructing Nonparametric Productivity Networks, Entropy, 22, 1401; doi:10.3390/e22121401.

  1. Nepomuceno T.C.C., Marques Santiago K.T., Daraio C., Cabral Seixas Costa A.P. (2020), Exogenous Crimes and the Assessment of Public Safety Efficiency and Effectiveness, Annals of Operations Research.

  1. Bruni R., Daraio C., Aureli D. (2021), Imputation Techniques for the Reconstruction of Missing Interconnected Data from Higher Educational Institutions, Knowledge-Based Systems, Volume 212, 5 January 2021, 106512.

  1. Daraio C. (2021), In Defense of Merit to Overcome Merit, Frontiers in Research Metrics and Analytics, January 2021, Volume 5, Article 614016. doi: 10.3389/frma.2020.614016.

  1. Bruni R., Daraio C., Aureli D. (2021), Information Reconstruction in Educational Institutions Data from the European Tertiary Education Registry, Data in Brief, Volume 34, February 2021, 106611.

  1. Rousseau S., Catalano G., Daraio C. (2021), Can we estimate a monetary value of scientific publications? Research Policy, 50(1), 104-116.

  1. Daraio C., Vaccari A. (2021), Perché è importante fare una buona valutazione della ricerca. La proposta delle virtù, Bollettino della Società Filosofica Italiana, nuova serie n. 232, gennaio-aprile 2021, pp. 45-59, ISSN:1129-5643 Carocci Editore.

  1. Aureli D., Bruni R., Daraio C. (2021), Optimization Methods for the Imputation of Missing Values in Educational Institutions Data, MethodsX, 8 (2021), 101208.

  1. Daraio C., Simar L. and Wilson P. W. (2021), Quality as a Latent Heterogeneity Factor in the Efficiency of Universities, Economic Modelling, 99 (2021) 105485.

  1. Nepomuceno T. C. C., Daraio C., Costa A. P. C. S (2021). Multicriteria Ranking for the Efficient and Effective Assessment of Police Departments, Sustainability, 2021, 13, 4251. https://doi.org/10.3390/su13084251.

  1. Daraio, C. (2021). Altmetrics as an Answer to the Need for Democratization of Research and Its Evaluation. Journal of Altmetrics, 4(1): X. DOI: https://doi.org/10.29024/joa.43.

  1. Nepomuceno T.C.C., Cabral Seixas Costa A.P., Daraio C. (2021), Theoretical and Empirical Advances in the Assessmentof the Performance of Productive Efficiency since the introduction of DEA: a bibliometric analysis, Int. J. Oper. Res. 2021, 1, doi:10.1504/ijor.2020.10035180.

  1. Daraio, C. Iazzolino G., Laise D., Coniglio I., Di Leo S. (2022), Meta-choices in Ranking knowledge-based organizations, Management Decision, 60 (4), 995-1016.

  1. Daraio C., Glänzel W., Halevi G., Noyons E. (2022), Obituary, Scientometrics, 127, 683–685.

  1. Daraio C., Di Leo S., Scannapieco M. (2022), Accounting for Quality in Data Integration Systems: A Completeness-aware Integration Approach, Scientometrics, 127, 1465–1490.

  1. Avenali A., Daraio C., Wolszczak-Derlacz J. (2022), Determinants of non-academic staff’s share in Europe and USA, Higher Education, https://doi.org/10.1007/s10734-022-00819-7.

  1. Daraio C. Vaccari A. (2022), How should evaluation be? Is a good evaluation of research also just? Towards the implementation of good evaluation, Scientometrics, DOI 10.1007/s11192-022-04329-2.

  1. Laurens P., Toma P., Schoen A., Daraio C., Laredo P. (2022), How Internationalisation affect the productivity in large R&D intensive firms? A conditional nonparametric investigation, Quality & Quantity, https://doi.org/10.1007/s11135-022-01391-z.

  1. Angelini M. Daraio C. Urban L. (2022), A Visual Analytics Approach for the Assessment of Information Quality of Performance Models – A Software Review, Scientometrics, https://doi.org/10.1007/s11192-022-04399-2.

  1. Izzo M.G., Daraio C., Leuzzi L., Quaglia G., Ruocco G. (2022), Worldwide bilateral geopolitical interactions network inferred from national disciplinary profiles, Physical Review Research, 4 (2), 023224, https://doi.org/10.1103/PhysRevResearch.4.023224.

  1. Di Leo S., Chicca M., Daraio C., Guerrini A., Scarcella S. (2022), A framework for the analysis of the sustainability of the energy retail market, Sustainability, 14, 7320, https://doi.org/10.3390/su14127320.

  1. Daraio C., Di Leo S., Leydesdorff L. (2022), A Heuristic Approach based on Leiden Rankings to Identify Outliers: Evidence from Italian universities in the European landscape, forthcoming in Scientometrics.


Capitoli in libri/Chapters in books

Internazionali (peer-reviewed)/International (peer-reviewed)

  1. Bonaccorsi A., Daraio C. (2004), “Econometric approaches to the analysis of productivity of R&D systems. Production functions and production frontiers”, in H.F. Moed, W. Glanzel and U. Schmoch (edited by), Handbook of Quantitative Science and Technology Research, Kluwer Academic Publishers, 51-74. ISBN: 978-1-4020-2702-4.

  1. Bonaccorsi A., Daraio C., Räty T. and L. Simar (2007), Efficiency and University size: discipline-wise evidence from the European Universities, in “Welfare Services: Results over the Way to School” (Hyvinvointipalvelujen Tuottavuus: Tuloksia opintien varrelta), VATT Publications, Helsinki, Finland, 309-334, ISBN: 978-951-561-729-3.

  1. Badin L., Daraio C. (2012), “Explaining Efficiency with Nonparametric Frontier Models. Recent developments in statistical inference”, in Exploring research frontiers in contemporary statistics and econometrics, Festschrift in honor of Léopold Simar, edited by Ingrid Van Keilegom and Paul Wilson, Springer Verlag, Berlin, pp. 151-175, ISBN 978-3-7908-2348-6.

  1. Daraio C. (2018) Nonparametric Methods and Higher Education. In: Teixeira P., Shin J. (eds) Encyclopedia of International Higher Education Systems and Institutions. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-9553-1_82-1

  1. Daraio C. (2019), Econometric approaches to the measurement of research productivity, in Springer Handbook of Science and Technology Indicators edited by Glänzel W., Moed H.F., Schmoch H. and Thelwall M., 633-666, ISBN 978-3-030-02511-3.

  1. Lenzerini M. and Daraio C. (2019), Challenges, Approaches and Solutions in Data Integration for Research and Innovation, in Springer Handbook of Science and Technology Indicators edited by Glänzel W., Moed H.F., Schmoch H. and Thelwall M., 397-420, ISBN 978-3-030-02511-3.

  1. Daraio C., Glänzel W. (2020), Tracing the Art of Metrics-Based Research Assessment Through Henk Moed’s Work in Daraio C. and Glänzel W., eds, Evaluative informetrics – the art of metrics-based research assessment, Festschrift in honour of Henk F. Moed, Springer Nature, ISBN 978-3-030-47665-6, pagg 1-11.

  1. Daraio C., Glänzel W. (2020), Selected essays of Henk F. Moed, in Daraio C. and Glänzel W., eds, Evaluative informetrics – the art of metrics-based research assessment, Festschrift in honour of Henk F. Moed, Springer Nature, ISBN 978-3-030-47665-6, pagg 15-67.

  1. Daraio C. (2021), A Framework for the Assessment and Consolidation of Productivity Stylized Facts, in Methodological Contributions to the Advancement of Productivity and Efficiency Analysis, edited by Christopher Parmeter and Robin Sickles, Springer, ISBN 978-3-030-47105-7, pp. 69-102.

Internazionali (peer-reviewed) e indicizzati/International (peer-reviewed) and indexed

  1. Bonaccorsi A., Daraio C. (2007), “An overview”, in Bonaccorsi A. e Daraio C. (2007), a cura di, Pages xi-xv, EID: 2-s2.0-84881885695.

  1. Bonaccorsi A., Daraio C. (2007), “Theoretical perspectives on university strategy”, in Bonaccorsi A. e Daraio C. (2007), a cura di, 3-30. EID: 2-s2.0-68049100773.

  1. Bonaccorsi A. Daraio C. (2007), “Universities as strategic knowledge creators. Some preliminary evidence”, in Bonaccorsi A. e Daraio C. (2007), a cura di, 31-84. EID: 2-s2.0-84881859632.

  1. Bonaccorsi A., Daraio C., Simar, L. (2007), “Efficiency and productivity in European Universities. Exploring trade-offs in the strategic profile”, in Bonaccorsi A. e Daraio C. (2007), a cura di, 144-208. EID: 2-s2.0-80255135040.

  1. Bonaccorsi A., Daraio C. (2007), “University autonomy and structural constraints in the Italian system”, in Bonaccorsi A. e Daraio C. (2007), a cura di, 241-271. EID: 2-s2.0-79955826722.

  1. Bonaccorsi A., Daraio C., Lepori B. (2007), “Indicators for the analysis of Higher Education Systems: some methodological reflections”, in Bonaccorsi A. e Daraio C. (2007), a cura di, 405-432. EID: 2-s2.0-41449106425.

  1. Bonaccorsi A., Daraio C., Simar L. (2014), “Scale and research specialization in European universities: a directional distance approach to teaching efficiency”, in A. Bonaccorsi eds., Knowledge, Diversity and Performance in European Higher Education. A changing landscape, pp. 292-312, Edward Elgar Publisher, Cheltenham (UK), ISBN 978 1 78254 071 7. EID: 2-s2.0-84955682120.

  2. Mastromarco C., Toma, P., Daraio C. (2022), Teaching Efficiency of the Italian Universities: a Conditional Frontier Analysis, in Teaching, Research and Academic Careers, edited by Checchi D., Jappelli T. and Uricchio A.F., Springer, ISBN 978-3-031-07437-0, pagg. 319-358.



Nazionali (peer-reviewed)/National (peer-reviewed)

  1. Daraio C. (2000) Appendice su “DEA (Data Envelopment Analysis) e frontiere stocastiche di produzione”, pp. 224-248, in La scienza come impresa – Contributi all’analisi economica della scienza e dei sistemi nazionali di ricerca, di Andrea Bonaccorsi, FrancoAngeli, Milano, 224-248, ISBN: 88-464-2609-6.

  1. Bonaccorsi A., Daraio C. (2003), “Struttura per età, effetti di scala, dinamica della crescita e produttività scientifica. Un’analisi sugli istituti del CNR”, in A. Bonaccorsi (a cura di) Il sistema della ricerca pubblica in Italia, FrancoAngeli, Milano, 176-226, ISBN: 88-464-4896-0.

  1. Bonaccorsi A., Daraio C., (2008), “Valutazione degli effetti di knowledge spillover: un’applicazione”, in Cella G. e Zago A. (a cura di), Competitività ed efficienza dell’economia italiana: fattori sistemici e valutazioni quantitative, Il Mulino, Bologna, 241-290; ISBN: 978-88-15-12121-9.

Conference paper indicizzati/Indexed conference papers

  1. Bonaccorsi A., Daraio C., Simar L. (2013) What is the impact of scale and specialization on the research efficiency of European universities?, in J. Gorraiz, E. Schiebel, C. Gumpenberger, M. Hörlesberger and H. Moed eds., Proceedings of ISSI 2013, Vienna, Vol. 2, pp. 1817-1829 (ISBN: 978-3-200-03135-7). WOS:000353961700143, EID: 2-s2.0-84896863708.

  1. Bongioanni I., Daraio C., Ruocco G. (2013), Comparing national disciplinary structures: a quantitative approach, in J. Gorraiz, E. Schiebel, C. Gumpenberger, M. Hörlesberger and H. Moed eds., Proceedings of ISSI 2013, Vienna, Vol. 2, 1900-1904, (ISBN: 978-3-200-03135-7). WOS:000353961700161, EID: 2-s2.0-84896891450.

  1. Mauleon E., Cainarca G.C., Daraio C. (2013), How effective is the knowledge transfer of a public research organization (pro)? first empirical evidence from the Spanish national research council, in J. Gorraiz, E. Schiebel, C. Gumpenberger, M. Hörlesberger and H. Moed eds., Proceedings of ISSI 2013, Vienna, Vol. 2, 2004-2007, (ISBN: 978-3-200-03135-7). EID: 2-s2.0-84897634249, WOS:000353961700193.

  1. Zaveri A., JRN Vissoci, C Daraio, R Pietrobon (2013), Using Linked Data to Evaluate the Impact of Research and Development in Europe: A Structural Equation Model, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 8219 LNCS, Issue PART 2, 2013, Pages 244-259 12th International Semantic Web Conference, ISWC 2013; Sydney, NSW; Australia; 21 October 2013 through 25 October 2013; WOS:000340422700016, EID: 2-s2.0-84891938553 DOI: DOI: 10.1007/978-3-642-41338-4_16.

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A., Bartolucci A. (2015). Sapientia: the Ontology of Multi-Dimensional Research Assessment, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 965-977. WOS:000380499700144, EID: 2-s2.0-84991065655.

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A., Bartolucci A. (2015). Connecting Big Scholarly Data with Science of Science Policy: an Ontology-Based-Data-Management (OBDM) Approach, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 1232-1233. WOS:000380499700189, EID: 2-s2.0-84991112561.

7. Bongioanni I., Daraio C., Moed H. F., Ruocco G. (2015), Comparing the Disciplinary Profiles of National and Regional Research Systems by Extensive and Intensive Measures, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 684-696. WOS:000380499700107, EID= 2-s2.0-84991043294.

8. Daraio C. (2015), Efficiency, Effectiveness and Impact of Research and Innovation: a framework for the analysis, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 1226-1227. ISBN: 978-975518381-7, EID: 2-s2.0-84991075448, WOS:000380499700186.

  1. Daraio C., Gentili A., Scannapieco M. (2015), Integrating Microdata on Higher Education Institutions (HEIS) with Bibliometric and Contextual Variables: A Data Quality Approach, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 1228-1229. WOS:000380499700187, EID: 2-s2.0-84991080253,

  1. Ciorciaro, T., Cornacchione L., Daraio, C. Dionisio G. (2015), Is the Humboldtian university model an engine of local development? New empirical evidence from the ETER database, in Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Bogaziçi University Printhouse, pp. 1230-1231. WOS:000380499700188, EID: 2-s2.0-84991107067.

  1. Daraio C. (2017), Assessing research and its impacts: The generalized implementation problem and a doubly-conditional performance evaluation model, ISSI 2017 - 16th International Conference on Scientometrics and Informetrics, Conference Proceedings, pp. 1546-1557.

  1. Daraio C., Fabbri F., Gavazzi G., Izzo M.G., Leuzzi L., Quaglia G., Ruocco G. (2017), Assessing the interdependencies between scientific disciplinary profiles at the country level: A pseudo-likelihood approach, ISSI 2017 - 16th International Conference on Scientometrics and Informetrics, Conference Proceedings, pp. 1448-1459.

  1. Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2017), A scaling approach to tackle the heterogeneity of HEIs, ISSI 2017 - 16th International Conference on Scientometrics and Informetrics, Conference Proceedings, pp. 1805-1806.

14. Moschini U., Fenialdi E., Daraio C., Ruocco G. and Molinari E. (2019) A comparison of three individual multidisciplinarity indices based on the diversity of the Scopus subject areas, of the bibliography and of the citing papers of an author’s documents, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds, Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 1226-1231.

15. Angelini, M., Daraio C., Lenzerini M., Leotta F., Santucci G., (2019) Performance Model’s development: A Novel Approach encompassing Ontology-Based Data Access and Visual Analytics, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds, Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 1912-1923.

16. Bruni R., Catalano R., Daraio C., Gregori M., Moed H. (2019) Characterizing the Heterogeneity of European Higher Education Institutions Combining Cluster and Efficiency Analyses, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds., Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 2094-2105.

17. Catalano, G. Daraio C. Quaglia G. (2019) Matching Education and Scientific Specialization of European Universities: a Micro-based Country Level Analysis, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds., Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 2314-2319.

18. Daraio C., Bruni R., Catalano G., Matteucci G., Daraio A., Scannapieco M, WagnerSchuster D., Lepori B. (2019), European Tertiary Education Register (ETER): Evolution of the Data Quality Approach, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds, Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 2766-2767.

19. Mastromarco C., Toma P., Daraio C. (2019), Exploring the teaching activities of the Italian universities through conditional efficiency analysis, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds, Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 2656-2657.

20. Daraio C. Vaccari A. (2019), Sorting out Guidelines for the Good Evaluation of Research Practices, in Catalano G., Daraio C., Gregori M., Moed H.F., Ruocco G. (2019), eds, Proceedings of the 17th International Conference on Scientometrics & Informetrics, 2-5 September 2019, Sapienza University of Rome, Italy, Edizioni Efesto, ISBN: 978-88-3381-118-5, August 2019, pp. 2020-2030.

Technical Reports

1. Daraio C., Simar L., Wilson P.W. (2019), Quality and its Impact on Efficiency, Technical Report DIAG, 01/2019.

2. Daraio C. (2018), The Democratization of Evaluation and Altmetrics, Technical Report DIAG, 01/2018.

  1. Bonaccorsi A., Daraio C., (2013), Knowledge spillover effects at sub-regional level: Theory and estimation, DIAG Technical Report n. 13/2013.

  1. Bonaccorsi A., Curi C., Daraio C., Mancuso P., Simar L., (2007), Analysing Human Capital convergence by applying a bootstrap-based nonparametric approach: the case of the Italian regions, Discussion Paper # 0725, Institute of Statistics, Université Catholique de Louvain, Belgium.

Materiale didattico/Teaching material

-Daraio C., (2018), Productivity and Efficiency Analysis, Lecture notes, unpublished manuscript, 267 pp.

- Daraio C., (2012), Microeconomia Applicata, Dispensa per gli studenti del Corso di Economia e Organizzazione Aziendale, Facoltà di Ingegneria dell’Informazione, Informatica e Statistica, Sapienza Università di Roma, Edizioni Ingegneria 2000, Roma, ISBN: 978-888665874-4.

- Daraio C., (2015), Corso di Economia e Organizzazione Aziendale. Dispensa per gli studenti, Edizioni Efesto, Roma, ISBN: 978-88-99104-20-7.

Paper presentati a conferenze e/o in proceedings/Papers presented at conferences and/or in Proceedings

  1. Bonaccorsi A., Daraio C. (2002), “The Organization of Science. Size, Agglomeration and Age effects in Scientific Productivity”, SPRU Conference “Rethinking Science Policy”, 21-23 Marzo 2002, Brighton.

  1. Bevilacqua F., Daraio C. (2002), “International parity relationships between Germany and US: a multivariate time series analysis for the post Bretton-Woods period”, “Statistical Modelling and Inference for Complex Data Structures”, 21-23 Maggio 2002, Louvain la Neuve, Belgio.

  1. Bonaccorsi A., Daraio C. (2002), “Using scientific productivity indicators for comparative analysis in biomedical research. A robust nonparametric approach”, “Seventh International Conference on S&T Indicators 2002”, Karlsruhe, 25-28 Settembre.

  2. Daraio C. (2003), “Advanced methods in productivity”, PRIME Thematic Network, Meeting La Cerbana, Luglio 2003, Pisa.

  3. Daraio C., Turchetti G. (2003), “How governments shape market structure and its performance. The dynamics of deregulation and Efficiency in the Italian Automobile Insurance Industry”, 10th Joint Seminar of the Geneva Association and the European Association of Law and Economics, 14-15 Aprile, Rotterdam.

  4. Daraio C., Simar, L. (2003), “Introducing environmental variables in nonparametric frontier estimation: a probabilistic approach”, 8th EWEPA, 24-27 Settembre, 2003, Oviedo.

  1. Bonaccorsi A., Daraio C. (2004), “Universities as multi-input multi-output strategic agents. A survey of the production frontier approach”, Convegno su La misurazione delle performance economiche: teorie, metodologie, applicazioni, 27 Febbraio, Verona.

  1. Bonaccorsi A., Daraio C. (2004), “A robust nonparametric approach to the analysis of scientific productivity", Workshop The empirical economic analysis of the academic sphere, BETA, Univ. Louis Pasteur, 17 Marzo, Strasburgo.

  1. Daraio C., Simar, L. (2004), “Introducing External Factors in Nonparametric and Robust Frontier Models: further investigations”, paper invitato al CORS-INFORMS Joint International Meeting, 16-19 Maggio, Banff, Alberta (Canada).

  1. Daraio C., Simar L. (2004), “A robust nonparametric approach to evaluate and explain the performance of mutual funds”, XXIeme Journées de Microeconomie Appliquée (JMA), 26-28 Maggio, Lille.

  1. Bonaccorsi A., Daraio C., Simar L. (2004), “Size, specialisation and agglomeration effects in the productivity of universities. An application of robust nonparametric methods to Italian data”, North American Productivity Workshop, Toronto, 23-25 Giugno 2004.

  1. Daraio C., Simar L. (2004), “Introducing external factors in nonparametric frontier models: a unifying approach”, in A. Emrouznejad e V. Podinovski (a cura di), Data Envelopment Analysis and Performance Measurement, Proceedings of the 4th International Symposium of DEA, 5-6 Settembre 2004.

  1. Bonaccorsi A., Daraio C., Simar L. (2004), “Advanced indicators of productivity of universities. An application of robust nonparametric methods to Italian data”, 8th Science & Technology Indicators Conference, Leiden, 23-25 Settembre 2004.

  1. Daraio C., Simar, L. (2005), “Conditional Nonparametric Frontier Models for Convex and Non Convex Technologies: A unifying Approach”, First Italian Congress on Econometrics and Empirical Economics, Venezia, 24-25 Gennaio 2005 e IX EWEPA Workshop, Bruxelles 29 Giugno-1 Luglio 2005.

  1. Bonaccorsi, A., Daraio C., Simar, L. (2005), “Substitution effects in multi-output production. Evidence from Italian universities”, IX EWEPA Workshop, Bruxelles 29 Giugno-1 Luglio 2005.

  1. Bonaccorsi, A., Daraio C., Lepori, B. (2005), “Some methodological reflections on the comparability of universities at European level”, presentato al Workshop: “S&T indicators for policy analysis: needs, status and new developments”, Lisbona, 22-23 Settembre 2005.

  1. Bonaccorsi, A., Daraio C. (2005), “Indicators for Universities and Higher Education” presentato al Second Workshop on Indicators in the knowledge Economy, Maastricht, 6-7 Ottobre 2005.

  1. Bonaccorsi A. Daraio C. (2006), “Metodi Robusti Nonparametrici per la valutazione della ricerca. L’esperienza del progetto AQUAMETH”, presentato al Workshop Tematico: Metodi Qualitativi e Quantitativi per la valutazione della ricerca, IX Congresso dell’Associazione Italiana di Valutazione, Genova, Maggio 2006.

  1. Bonaccorsi A. Daraio C. (2006), “Institutional Differentiation in the European University System. New Evidence from the AQUAMETH Project”, presentato alla Atlanta Conference on Science and Technology Policy 2006, US-EU Policies for Research and Innovation”, Atlanta 18-20 Maggio 2006.

  1. Bonaccorsi, A., Daraio C., Simar, L. (2006), “A Comparative Efficiency Analysis on the European University System. First evidence of a characterization at micro level based on nonparametric methods”, presentato al North American Productivity Workshop, New York, Giugno 2006.

  1. Bonaccorsi A. Daraio C. (2006), “The differentiation of the strategic profile of higher education institutions. New indicators based on microdata”, presentato alla 9th International Conference on S&T Indicators, Leuven, Settembre 2006.

  1. Bonaccorsi A. Daraio C. (2006), “Micro–level indicators of knowledge production: The AQUAMETH project on European universities”, presentato alla Blu Sky II 2006 OECD Indicators Conference, Ottawa, Settembre 2006.

  1. Bonaccorsi A. Daraio C. (2006), “Developing micro-based indicators of institutional differentiation in HE systems”, presentato alla Conferenza PRIME ENIP “Indicators on Science, Technology and Innovation, History and new Perspectives”, Lugano, Novembre 2006.

  1. Bonaccorsi A. Daraio C., (2007), “Measuring knowledge spillover effects via conditional nonparametric analysis” paper presentato al seminario su Indicatori di Innovazione su scala locale. Esperienze, problemi, nuove idee, Convegno conclusivo del progetto Innodec, L'Innovazione per lo Sviluppo Locale, 29-30 Marzo 2007, Lucca.

  1. Bonaccorsi A. Daraio C., (2007), “Measuring knowledge spillover effects via conditional nonparametric analysis” paper presentato al Workshop su “Agglomeration and Growth in Knowledge-Based Societies”, Kiel, 19-20 Aprile 2007.

  1. Curi C., Daraio C., Mancuso P., Simar L. (2007), Improving statistical Inference on Malmquist productivity indices, paper presentato alla EWEPA X Lille, Giugno 2007.

  1. Daraio C., Simar, L. (2007) “Statistical Inference in Conditional Nonparametric Frontier Models”, paper presentato alla EWEPA X Lille, Giugno 2007.

  1. Bonaccorsi A., Daraio C., Simar, L. (2007), “Scale, age, substitution effects and their interactions in academic production. A disaggregated analysis at discipline level”. Paper presentato alla EWEPA X Lille, Giugno 2007.

  1. Daraio C. (2007), “Conditional Nonparametric Frontier Models and Stylized Facts in Economics”, paper presentato alla EURO XXII Conference, Praga, Luglio 2007.

  1. Bonaccorsi A., Curi C., Daraio C. , Mancuso P., Simar L., (2007), Analysing Human Capital convergence by applying a bootstrap-based nonparametric approach: the case of the Italian regions, paper presentato alla EURO XXII Conference, Praga, Luglio 2007.

  1. Bonaccorsi A. Daraio C., (2007), “Measuring knowledge spillover effects via conditional nonparametric analysis”, paper presentato alla 2007 EARIE Conference, Valencia, e alla XVIII Riunione Scientifica Annuale AiIG, Milano.

  1. Bonaccorsi A. Daraio C., A. Geuna (2007), “Who is complementing public funding of academic research? Different sources with different strategies”, paper presentato all’ Atlanta Conference on Science, Technology, and Innovation Policy, 19 Ottobre 2007 e all’ Italian Research In Innovation Systems (Iris) Workshop, Torino 12-13 Novembre 2007.

  1. Bonaccorsi, A. Daraio C., Simar L. (2007) Economies of scale in teaching and research: an European comparison at discipline level, paper presentato all’ Italian Research in Innovation Systems (Iris) Workshop, Torino 12-13 Novembre 2007.

  1. Daraio C., Bonaccorsi A. et al. (2008), A micro characterization of the European University landscape. Evidence from the Aquameth project. DIME Scientific Conference “Knowledge in space and time: economic and policy implications of the Knowledge-based economy”, BETA, University Louis Pasteur, Strasbourg, 7-9 Aprile 2008.

  1. Curi C., Daraio C. Llerena P, (2008), Measuring the technical efficiency of French TTOs: first insights, DIME Scientific Conference “Knowledge in space and time: economic and policy implications of the Knowledge-based economy”, BETA, University Louis Pasteur, Strasbourg, 7-9 Aprile 2008.

  1. Daraio C., Bonaccorsi A. et al. (2008), A micro characterization of the European University landscape. Evidence from the Aquameth project. 2nd PRIME Indicators Conference on STI Indicators for Policy. Addressing New Demands of Stakeholders, Oslo University College, Oslo, 28-30 Maggio 2008.

  1. Badin L., Daraio C., Simar, L. (2008), Optimal Bandwidth Selection for Conditional Efficiency Measures: a Data-driven Approach, V North American Productivity Workshop (NAPW), Stern New York University, New York, Giugno 2008.

  1. Badin L., Daraio C., Simar, L. (2008), Improving Statistical Inference and Bootstrapping in Conditional Nonparametric Frontier Models, V North American Productivity Workshop (NAPW), Stern New York University, New York, Giugno 2008.

  1. Bonaccorsi A., Daraio C. (2008), Exploiting the potential of micro-based indicators on European universities, 10th International Conference on Science & Technology Indicators, Vienna, Settembre 2008.

  1. Bonaccorsi A., Daraio C. (2008), Characterizing the European multidimensional academic production using micro-based indicators, XIX Riunione Scientifica Annuale Associazione Italiana di Ingegneria Gestionale, Missione Produttiva e Crescita economica del Paese, Palermo Ottobre 2008.

  1. Badin L., Daraio C., Simar L. (2009), Optimal Bandwidth Selection for Conditional Efficiency Measures: a Data-driven Approach, Third Italian Congress of Econometrics and Empirical Economics (ICEEE), Università Politecnica delle Marche, Ancona, Gennaio 2009.

  1. Daraio C. (2009), A general framework for the consolidation of productivity Stylized Facts, 6th European Meeting on Applied Evolutionary Economics (EMAEE 2009) Jena, Maggio 2009.

  1. Badin L., Daraio C., Simar, L. (2009), Bias Correction for Nonparametric Conditional and Unconditional Efficiency Estimators: A Monte Carlo Study, XI EWEPA, Pisa, Giugno 2009.

  1. Nuti S., Daraio C., Speroni C., Vainieri M. (2009) Developing a combined quantitative benchmarking system for the measurement of the performance in the health care sector: the case of the Tuscany region in Italy, XI EWEPA, Pisa, Giugno 2009.

  1. Cainarca G.C., Daraio C., Tacchella A. (2009), Performance assessment of Algorithm Portfolios using Efficiency Analysis techniques, XI EWEPA, Pisa, Giugno 2009.

  1. Daraio C., Seaver W., Simar L., Triantis K. (2009) The Impact of Environmental Variables on the Performance of Greek Municipalities: A Comparative Evaluation based on Multivariate Methods and on Conditional Efficiency Measures, XI EWEPA, Pisa, Giugno 2009.

  1. Bonaccorsi A., Daraio C., Simar, L. (2009), Nobody is selling the Ivory Tower. Another look at trade-offs in university production, XI EWEPA, Pisa, Giugno 2009.

  1. Daraio C., Diana M. (2009), Efficiency and effectiveness in the public transport sector: a critical review with directions for future research, XI EWEPA, Pisa, Giugno 2009.

  1. Daraio C. (2009), A general framework for the consolidation of productivity Stylized Facts, XX Riunione Scientifica Associazione italiana di Ingegneria Gestionale (AiIG), Udine, Ottobre 2009.

  1. Curi C., Daraio C. Llerena P. (2010), Determinants of (in-)efficiency differential among French TTOs: first insights, DIME Workshop, Università di Bologna, 11-12 Febbraio 2010.

  1. Diana M., Daraio C. (2010), Performance indicators for urban public transport systems with a focus on transport policy effectiveness issues, 12th WCTR World Conference on Transport Research, July 11-15, 2010 – Lisbon, Portugal, Selected Proceedings edited by J.M. Viegas and R. Macario, pp. 1-26, ISBN 978-989-96986-1-1.

  1. Curi C., Daraio C. Llerena P. (2010), Determinants of (in-)efficiency differentials among French TTOs “R&D, Science, Innovation and Intellectual Property” International Conference in Honor of Jacques Mairesse, ENSAE, Paris, September 16th–17th, 2010.

  1. Badin L., Daraio C., Simar L. (2011), Assessing the Impact of Environmental Factors in a Nonparametric Production Model, The XIV-th Conference of the Society of Probability and Statistics from Romania (SPSR), 29 April 2011, Bucarest.

  1. Bordons M., Cainarca G. C., Daraio C., Mauleon E. (2011), Análisis de la eficiencia de la actividad investigadora: una aproximación al estudio del CSIC, V Congreso de Eficiencia y Productividad,19-20 Maggio 2011, Cordoba.

  1. Badin, L., Daraio, C., Simar, L.(2011), Bias Correction for Nonparametric Conditional Efficiency Estimators, Proceedings of the 14th Applied Stochastic Models and Data Analysis (ASMDA 2011), June 7-10, Rome, Italy, 101-108, ISBN 97888467--3045--9.

  1. Daraio C., Simar L., Wilson W.P. (2011), Testing whether Two-Stage Estimation is Meaningful in Non-Parametric Models of Production, XII EWEPA, 22 June 2011, Verona.

  1. Bonaccorsi A., Daraio C., Simar L. (2011), How (in)efficient are European Higher Education Institutions? A Robust Nonparametric Analysis, Proceedings ENID STI Conference, Rome, 7-9 September 2011, pp. 65-71.

  1. Daraio C. (2011), Stato della ricerca scientifica italiana nel contesto europeo: un’analisi bibliometrica sul periodo 1980-2009, in La Ricerca universitaria e la sua valutazione, a cura di E. Barbieri, Guaraldi Editore, Rimini, pp. 37-48. ISBN: 978-88-8049-597-0.

  1. Daraio C., Simar L., Wilson W.P. (2011), Testing whether Two-Stage Estimation is Meaningful in Non-Parametric Models of Production with an application to the banking sector, XXII Riunione Scientifica Annuale dell’ AiIG, Genova, 12-13 ottobre 2011.

  1. Badin L., Daraio C., Simar L., (2012), Explaining inefficiency in nonparametric production models: the state of the art, VII North American Productivity Workshop, Houston, Texas (USA) 8 Giugno 2012.

  1. D’Alfonso T., Daraio C., Nastasi A. (2012), Exploring the impact of competing factors on the efficiency of Italian airports: a conditional nonparametric analysis, XXIII Riunione Scientifica Annuale dell'Associazione italiana di Ingegneria Gestionale, 11 e 12 ottobre 2012, Matera.

  1. Badin L., Daraio C. Simar, L., (2012), Measuring the impact of Environmental variables in Nonparametric Production Models: state of the art with an application on mutual funds, XXIII Riunione Scientifica Annuale dell'Associazione italiana di Ingegneria Gestionale, 11 e 12 ottobre 2012, Matera.

  1. Daraio C. (2012), “Assessing the efficiency of S&T systems: the important role of data”, SAS Campus, 11 dicembre 2012, Roma.

  1. Bongioanni I., Daraio C., Ruocco G. (2013), “Investigating the distribution of countries’ disciplinary profiles”, in Book of Abstracts of the 5th Qualitative and Quantitative International Conference (Rome, Italy: 4-7 June, 2013), Published by: ISAST: International Society for the Advancement of Science and Technology, a cura di Anthi Katsirikou, pp. clvi-clvii, ISBN: 978‐618‐80698‐0‐0.

  1. Daraio C., Simar L. (2013), “Choosing the direction for directional distances: new insights”, XIII EWEPA 2013 Helsinki, Giugno 2013.

  1. Badin L. Daraio C. Simar L. (2013), “CONDEFF: A Toolbox for Conditional Efficiency Measurement”, XIII EWEPA 2013, Helsinki, Giugno 2013.

  1. D’Alfonso T., Daraio C., Nastasi A. (2013), Assessing the Impact of Competition on the Efficiency of Italian Airports, XVII Air Transport Research Society Annual Conference, 26- 29 Giugno 2013, Bergamo.

  1. Vidoli F., Daraio C., Fusco E. (2013), Local governments, expenditure needs and level of services: a parametric approximation of nonparametric robust frontier approach, EURO INFORMS MMXIII, 26TH European Conference on Operational Research, Roma, 1-4 Luglio 2013.

  1. Daraio C. (2013) Consolidating Productivity Stylized facts at the micro level: a General Framework, EURO INFORMS MMXIII, 26TH European Conference on Operational Research, Roma, 1-4 Luglio 2013.

  1. Bonaccorsi A., Daraio C., Simar L. (2013), Economies of scale and scope in European universities: a directional distance approach, XXIV RSA AiIG 2013 “Entrepreneurship, innovation and the engine of growth”, 17-18 Ottobre 2013, Milano.

  1. Dangelico R.M., Daraio C., Nastasi A. (2013), A Systematic Review on the Relationship between Scientific Performance and Competitiveness at Regional Level, Technology Transfer Society 2013 Annual Conference, 8-9 novembre 2013, Bergamo.

  1. Badin L., Daraio C., Simar L. (2014), CondEff Toolbox for Conditional Efficiency Measurement, 12th International Conference of DEA, 14-17 Aprile 2014, Kuala Lumpur, Malaysia.

  1. Badin L., Daraio C., Simar L.(2014), CondEff Toolbox: Bandwidth Selection Methods for Conditional Efficiency Measurement, 17th Conference of the Society of Probability and Statistics from Romania, 25-26 Aprile 2014, Bucharest, Romania.

  1. Badin L., Daraio C., Simar L. (2014), Bandwidth Selection Methods for CondEff Toolbox: Introduction and Implementation, VIIIth North American Productivity Workshop, NAPW 2014, 4-7 Giugno, 2014, Ottawa, Canada.

  1. Bongioanni I., Daraio C., Moed H.F., Ruocco G. (2014), Disciplinary Profiles and Performance of Research Systems: a World Comparison at the Country level, in Proceedings of the Science and Technology Indicators Conference 2014 “Context Counts: Pathways to Master Big and Little Data”, 3-5 Settembre 2014, edited by E. Noyons, published by Universiteit Leiden CWTS 2014, pp. 50-63, ISBN 978-90-817527-1-8.

  1. Daraio C., Di Costa F., Moed H.F. (2014), Towards Concordance Tables of Different Subject Classification Systems. A literature review with policy implications, in Proceedings of the Science and Technology Indicators Conference 2014 “Context Counts: Pathways to Master Big and Little Data”, 3-5 Settembre 2014, edited by E. Noyons, published by Universiteit Leiden CWTS 2014, pp. 132-135, ISBN 978-90-817527-1-8.

  1. Bonaccorsi A., Daraio C. (2014), Beyond University Rankings? Generating new indicators on European universities by linking data in open platforms, 27th CHER Annual Conference Universities In Transition: Shifting Institutional And Organizational Boundaries, 8-10 settembre 2014, Roma.

  1. Daraio C., Bonaccorsi A., Simar L. (2014) Overcoming Rankings for the Assessment of University Performance, XXV Riunione Scientifica Annuale AiIG Il futuro della Manifattura La Manifattura del Futuro, 16-17 Ottobre 2014, Bologna.

  1. Daraio C., Diana M., Di Costa F., Leporelli C., Matteucci G., Nastasi A. (2014), Efficiency and effectiveness in the public transport sector: a critical review with directions for future research. XXV Riunione Scientifica Annuale AiIG Il futuro della Manifattura La Manifattura del Futuro, 16-17 Ottobre 2014, Bologna.

  1. Baumgartner E., Catarci T., Daraio C., Dorazio A., Lamedica R., Salinetti G., Simonazzi A. (2014), Dalla realizzazione dello Spazio Europeo della Ricerca allo sviluppo economico. Verso il superamento degli squilibri di genere: il caso dell’università La Sapienza, Convegno nazionale: Scienza, genere e società: a che punto siamo? Prospettive di genere in una società che si evolve, Trento, 12 - 14 novembre 2014.

  1. D'Alfonso T., Daraio C., Nastasi A. (2014), On the Relationship between efficiency and Competition: Evidence from Italian Airports. In: Business, Management and Governance III. International Proceedings of Economics Development and Research, vol. 82, p. 82-100, ISBN: 9789810934705, ISSN: 2010-4626, Las Vegas, 17-18 Dicembre 2014.

  1. Daraio (2015), An Ontology-Based Data Management Approach and Sapientia 1.0: Introduction to the workshop, in Daraio C. (eds), Efficiency, Effectiveness and Impact of Research and Innovation, Proceedings of the Workshop 20 February 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, ISBN 9788899104306, May 2015, pp.3-7.

  1. Daraio (2015), What do we know about Efficiency, Effectiveness and Impact of Research and Innovation? In Daraio C. (eds), Efficiency, Effectiveness and Impact of Research and Innovation, Proceedings of the Workshop 20 February 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, ISBN 9788899104306, May 2015, pp. 13-25.

  1. Daraio (2015), Introduction to the panel discussion on “Integration of heterogeneous data for the assessment of Research and Innovation: recent developments and challenges ahead”, in Daraio C. (eds), Efficiency, Effectiveness and Impact of Research and Innovation, Proceedings of the Workshop 20 February 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, ISBN 9788899104306, May 2015, pp.135-137.

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A. Bartolucci A. (2015), Linking Heterogeneous Scholarly Data Sources in an Interoperable Setting: the case of Sapientia, the Ontology of Multidimensional Research. Paper presented at the Conference Open Research Data: Implications for Science and Society, Varsavia, 28-29 maggio 2015.

  1. Daraio C., Bonaccorsi A., Simar L. (2015) Assessing the multidimensional performance of universities: Overcoming rankings with conditional efficiency analysis, EWEPA 2015, Helsinki, 16-18 June 2015.

  1. Daraio C. (2015), Efficiency, Effectiveness and Impact of Research and Innovation: some methodological insights, Workshop on the Econometrics and Statistics of Efficiency Analysis: Recent Developments and Perspectives (LECCEWEPA), Lecce, 20-21 June 2015.

  1. Daraio C., (2015), Efficiency, Effectiveness and Impact of Research and Innovation. Where is Education? CHER 28th Annual Conference, Global Challenges, National Initiatives, and Institutional Responses – The Transformation of Higher Education, Lisbon 7-9 September 2015.

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A. Bartolucci A. (2015), An ontology of Multi-Dimensional Research Assessment for integrating heterogeneous scholarly data sources, 20th International Conference on Science and Technology Indicators, STI/ENID Conference 2015, Lugano 2-4 September 2015.

  1. Daraio C., Gentili A., Scannapieco M. (2015), Addressing the comparability and the quality problems of the European Higher Education Institutions (HEIs)' microdata: A Comprehensive Data Quality Approach, 20th International Conference on Science and Technology Indicators, STI/ENID Conference 2015, Lugano 2-4 September 2015.

  1. Ciorciaro, T., Cornacchione L., Daraio, C. Dionisio G. (2015), How Heterogeneous are the performance of Higher Education Institutions (HEIs)? New empirical evidence on the Efficiency of European HEIs from the ETER database, 20th International Conference on Science and Technology Indicators, STI/ENID Conference 2015, Lugano 2-4 September 2015.

  1. Daraio C., Lenzerini M., Leporelli C., Moed H.F., Naggar P., Bonaccorsi A. & Bartolucci A. (2015), Data integration for Research and Innovation policy: An Ontology-Based Data Management (OBDM) Approach, AiIG Annual Scientific Meeting, Vicenza, 15-16 October 2015.

93. Daraio C. (2016), Challenges of Big Data for Economic Modeling and Management: An Introduction to the Workshop, in Challenges of Big Data for Economic Modeling and Management. Tools from Efficiency Analysis, Sensitivity Analysis, Sensitivity Auditing and Physics of Complex Systems, Proceedings of the Workshop of the 10-11 November 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, Febbraio 2016, ISBN 9788899104641, pp. 5-14.

94. Daraio C. (2016), Productivity and Efficiency, Physics of Complex Systems, Sensitivity Analysis and Auditing, Data: What is the guiding thread? In Challenges of Big Data for Economic Modeling and Management. Tools from Efficiency Analysis, Sensitivity Analysis, Sensitivity Auditing and Physics of Complex Systems, Proceedings of the Workshop of the 10-11 November 2015 DIAG, Sapienza University of Rome, Efesto Edizioni, Roma, Febbraio 2016, ISBN 9788899104641 pp. 19-32.

  1. Daraio C. (2016), Assessing Research and its Impact: methodological challenges, IX North American Productivity Workshop (NAPW) 2016, 17 Giugno 2016, Quebec City (Canada).

  1. Daraio C. Lenzerini M. Leporelli C., Naggar P., Fusco E., Balducci A. (2016), Sapientia (the Ontology of Multidimensional Research Assessment) and OBDM (Ontology Based Data Management) as two key enabling technologies for the development of integrated data platforms for Science, Technology and Innovation (STI). Short paper and poster prepared for the OECD Blue Sky Forum on Science and Innovation Indicators, OECD Blue Sky 2016 in Ghent, 19-21 September 2016.

  2. Bonaccorsi A., Catalano G., Daraio C. Moed H. (2016), Towards an Open Quadruple Helix Indicators Factory, paper prepared for the OECD Blue Sky Forum on Science and Innovation Indicators, OECD Blue Sky 2016 in Ghent, 19-21 September 2016.

  1. Daraio C. (2016), From the Assessment of Education, Research and Innovation to their Governance: a Framework for the Analysis, AIIG RSA 2016 Conference: Higher Education and Socioeconomic Development, 13-14 Ottobre 2016, Bergamo.

  1. Daraio C. (2016), Efficiency, Effectiveness and Impact of Education. From Evaluation to Governance: a Framework for the Analysis, 4th Workshop on ‘Efficiency in Education’, Politecnico di Milano, 20-21 Ottobre 2016, Milano.

  1. Daraio C., Simar L., P.W. Wilson (2017), What is the quality of European Universities? Modeling Uncertainty, Endogeneity and testing of Unobserved Heterogeneity, EWEPA 12-15 June 2017, London.

  1. Daraio C., Kerstens K., Nepomuceno T., Sickles R. (2017) Productivity and Efficiency Analysis Software: A Survey of the Options, EWEPA 12-15 June 2017, London.

  1. Nepomuceno T., Costa A.P., Daraio C. (2017), Methodological and Empirical Advances in the Assessment of the Performance of Productive Efficiency since the introduction of DEA: a bibliometric analysis, DEA2017 conference, University of Economics, Prague, June 26 to 29, 2017.

  1. Badin L., Daraio C. Simar L. (2017), Bandwidth selection issues in nonparametric conditional frontier models, DEA2017 conference, University of Economics, Prague, June 26 to 29, 2017.

  1. Daraio C. (2017), A doubly conditional performance evaluation model, the democratization of evaluation and Altmetrics, paper presented to the STI 2017 conference “Open indicators: innovation, participation and actor-based STI indicators”, Paris, September 2017.

  1. Daraio C. (2017), Assessing Research and its Impacts: The Generalized Implementation Problem and a Doubly-Conditional Performance Evaluation Model, 16th International Conference of the International Society for Scientometrics and Informetrics, ISSI2017 Conference, Wuhan, Cina, October 16-20, 2017.

  2. Daraio C., Simar L., Wilson P.W. (2018), “Quality and its Impact on Productivity, The Case of European universities” International Conference on Data Envelopment Analysis, DEA40 Aston University, Birmingham (UK), 16-18 Aprile 2018.

  3. Angelini, M., Daraio C., Leotta F., Santucci G., Toma P. (2018) Exploring Regional Smart Specialization through Conditional Efficiency Analysis and Visual Analytics, International Conference on Data Envelopment Analysis, DEA40 Aston University, Birmingham (UK), 16-18 Aprile 2018.

  4. Daraio C., Bostian M., Färe R. Grosskopf S., Izzo M.G., Leuzzi L., Ruocco G. Weber (2018), DEA Network Models for Inference and Estimation of Scientific Knowledge Production: a pseudo-likelihood, approach, International Conference on Data Envelopment Analysis, DEA40 Aston University, Birmingham (UK), 16-18 Aprile 2018.

  5. Nepomuceno T., Daraio C. and Costa A.P. (2018), Combining multi-criteria and directional distances approaches to handle non compensatory choices, International Conference on Data Envelopment Analysis, DEA40 Aston University, Birmingham (UK), 16-18 Aprile 2018.

  1. Nepomuceno T., Daraio C. and Costa A. P. (2018), New Directions toward Sustainable Banking Practices: An environmental efficiency evaluation of Brazilian Federal Saving Bank branches, 4th International Conference on Decision Support System Technology – ICDSST 2018, & PROMETHEE DAYS 2018, Heraklion, Grecia, 22-25 Maggio 2018.

  2. Angelini, M., Daraio C., Leotta F., Santucci G., Toma P. (2018) A Conditional Efficiency and Visual Analytics Approach to Regional Smart Specialization, X North American Productivity Workshop (NAPW) Miami (USA) 12-15 Giugno 2018.

  3. Badin L. Daraio C. Simar L. (2018) A Bootstrap Approach for Bandwidth Selection in Estimating Conditional Efficiency Measures, X North American Productivity Workshop (NAPW) Miami (USA) 12-15 Giugno 2018.

  4. Bostian M., Daraio C., Färe R. Grosskopf S., Izzo M.G., Leuzzi L., Ruocco G. Weber (2018), DEA Network Models for Inference and Estimation of Scientific Knowledge Production: a pseudo-likelihood, approach, 12th Asia-Pacific Productivity Conference (APPC 2018), Seul, Corea, 4-6 Luglio 2018.

  1. Toma P., Mastromarco C., Daraio C. (2018), The Efficiency of Teaching Activities in the Italian Universities: a Preliminary Nonparametric Conditional Analysis, 6th International Workshop on ‘Efficiency in Education, Health and other Public Services’ Huddersfield Business School, Huddersfield, England, 6-7 Settembre 2018.

  1. Daraio, C., Gregori, M., Catalano, G., Moed, H. F. (2018). Tackling the heterogeneity of HEIs by combining different data sources and applying advanced conditional benchmarking techniques. In 23rd International Conference on Science and Technology Indicators (STI 2018), September 12-14, 2018, CWTS Leiden, The Netherlands.

  1. Laurens, P., Schoen, A., Toma, P., Daraio, C. (2018). Exploring the Innovative Efficiency of Big Multinational Firms through Conditional Efficiency Analysis. In 23rd International Conference on Science and Technology Indicators (STI 2018), September 12-14, 2018, CWTS Leiden, The Netherlands.

  2. Catalano G., Daraio C., Diana M., Gregori M., Matteucci G. (2018), Efficiency, effectiveness, and impacts assessment in the rail transport sector: a state-of-theart critical analysis of current research, XXIX Riunione Scientifica Annuale Associazione italiana di Ingegneria Gestionale (RSA AiIG 2018), 11-12 Ottobre 2018.

  1. Daraio C, Simar L. and Wilson P.W. (2019) Quality and its Impact on Productivity, ICEEE 2019 Eighth Italian Congress of Econometrics and Empirical Economics, Lecce, 24-26 Gennaio 2019.

  2. Daraio C. (2019), Data Quality Issues In Research, Education and Innovation Studies: State of the Art, Practices in use and Needs, 2019 EU-SPRI Conference – Science Technology and Innovation Policies for Sustainable Development Goals. Actors, Instruments and Evaluation5-7 Giugno 2019, Roma.

  3. Daraio C., Simar L. and Wilson P. W. (2019), Testing restrictions in nonparametric frontier models: New insights, 16th European Workshop on Efficiency and Productivity Analysis (EWEPA XVI), Londra, UK, 10-13 Giugno 2019.

  4. Nepomuceno T., Costa, A.P., Daraio C. (2019) Non-compensatory Efficiency Measures for a balanced comparison of European Higher Education institutions, 30th European Conference on Operational Research (EURO), 23-26 Giugno 2019, Dublino, Irlanda.

  1. Toma P., Mastromarco C., Daraio C. (2019), Exploring the teaching activities of the Italian Universities through Conditional Efficiency Analysis, 7th International Workshop on Efficiency in Education, Health and other Public Services, Universitat Internacional de Catalunya (UIC), 5-6 Settembre 2019, Barcellona, Spagna.

  1. Bruni R., Catalano G., Daraio C., Gregori M., Moed H. (2019), A multi-level and multi-method analysis to characterize the Heterogeneity of European Higher Education Institutions, XXX Riunione Scientifica Annuale Associazione italiana di Ingegneria Gestionale (RSA AiIG 2019), 17-18 Ottobre 2019.

  1. Daraio C., Simar L. and Wilson P. W. (2020), Testing restrictions in nonparametric frontier models, XI virtual North American Productivity Workshop (vNAPW) Miami 9 Giugno 2020.

  1. Daraio, C. Iazzolino G., Laise D., Coniglio I., Di Leo S. (2020), Meta-choices in Ranking knowledge-based organizations, IFKAD 2020 (on-line), Knowledge in Digital Age, Matera, 9-11 Settembre 2020.

Ultimo aggiornamento/Last updated: 6 March 2021

Indicatori bibliometrici in Google Scholar/Bibliometric indicators in Google Scholar:

https://scholar.google.com/citations?user=vx_fhFgAAAAJ&hl=it&oi=ao