Skip to main content

2019 | OriginalPaper | Buchkapitel

24. Econometric Approaches to the Measurement of Research Productivity

verfasst von : Cinzia Daraio

Erschienen in: Springer Handbook of Science and Technology Indicators

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The measurement of research productivity is receiving more and more attention. Besides scholars that are interested in understanding how research works and evolves over time, there are supranational, national and local governments, and national evaluation agencies, as well as various stakeholders, including managers of academic and research institutions, scholars and more generally the wider public, who are interested in the accountability and transparency of the scholarly production process.
The main objective of this chapter is to analyze econometric approaches to research productivity and efficiency, highlighting what econometric approaches to research assessment can offer and what their benefit is, compared to traditional bibliometric or informetric approaches. We describe the nature of, and the ambiguities connected to, the measurement of research productivity, as well as the potential of econometric approaches for research measurement and assessment. Finally, we propose a checklist when developing econometric models of research assessment as a starting point for further research.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat A. Bonaccorsi, C. Daraio: Econometric approaches to the analysis of productivity of R&D systems, production functions and production frontiers. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, U. Schmoch (Springer, Dordrecht 2004) pp. 51–74 A. Bonaccorsi, C. Daraio: Econometric approaches to the analysis of productivity of R&D systems, production functions and production frontiers. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, U. Schmoch (Springer, Dordrecht 2004) pp. 51–74
Zurück zum Zitat C. Daraio: A framework for the assessment of research and its impacts, J. Data Inf. Sci. 2(4), 7–42 (2017) C. Daraio: A framework for the assessment of research and its impacts, J. Data Inf. Sci. 2(4), 7–42 (2017)
Zurück zum Zitat C. Daraio: Assessing research and its impacts: The generalized implementation problem and a doubly-conditional performance evaluation model. In: Proc. 16th Int. Conf. Scientometr. ISSI (2017) pp. 1546–1557 C. Daraio: Assessing research and its impacts: The generalized implementation problem and a doubly-conditional performance evaluation model. In: Proc. 16th Int. Conf. Scientometr. ISSI (2017) pp. 1546–1557
Zurück zum Zitat C. Daraio: The Democratization of Evaluation and Altmetrics, Technical Report DIAG (Sapienza University of Rome, Rome 2018) C. Daraio: The Democratization of Evaluation and Altmetrics, Technical Report DIAG (Sapienza University of Rome, Rome 2018)
Zurück zum Zitat L. Floridi: The Fourth Revolution: How the Infosphere is Reshaping Human Reality (OUP, Oxford 2014) L. Floridi: The Fourth Revolution: How the Infosphere is Reshaping Human Reality (OUP, Oxford 2014)
Zurück zum Zitat W. Glänzel, B. Thijs, K. Debackere: Productivity, performance, efficiency, impact—What do we measure anyway?, Some comments on the paper “A farewell to the MNCS and like size-independent indicators” by Abramo and D'Angelo, J. Informetr. 10(2), 658–660 (2016)CrossRef W. Glänzel, B. Thijs, K. Debackere: Productivity, performance, efficiency, impact—What do we measure anyway?, Some comments on the paper “A farewell to the MNCS and like size-independent indicators” by Abramo and D'Angelo, J. Informetr. 10(2), 658–660 (2016)CrossRef
Zurück zum Zitat L. Waltman: Special section on size-independent indicators in citation analysis, J. Informetr. 10(2), 645 (2016)CrossRef L. Waltman: Special section on size-independent indicators in citation analysis, J. Informetr. 10(2), 645 (2016)CrossRef
Zurück zum Zitat G. Abramo, C.A. D'Angelo: A farewell to the MNCS and like size-independent indicators, J. Informetr. 10(2), 646–651 (2016)CrossRef G. Abramo, C.A. D'Angelo: A farewell to the MNCS and like size-independent indicators, J. Informetr. 10(2), 646–651 (2016)CrossRef
Zurück zum Zitat M. Zitt: Paving the way or pushing at open doors? A comment on Abramo and D'Angelo “Farewell to size-independent indicators”, J. Informetr. 2(10), 675–678 (2016)CrossRef M. Zitt: Paving the way or pushing at open doors? A comment on Abramo and D'Angelo “Farewell to size-independent indicators”, J. Informetr. 2(10), 675–678 (2016)CrossRef
Zurück zum Zitat OECD: Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development, The Measurement of Scientific, Technological and Innovation Activities (OECD, Paris 2015)CrossRef OECD: Frascati Manual 2015: Guidelines for Collecting and Reporting Data on Research and Experimental Development, The Measurement of Scientific, Technological and Innovation Activities (OECD, Paris 2015)CrossRef
Zurück zum Zitat OECD: Making Open Science a Reality, OECD Science, Technology and Industry Policy Papers, Vol. 25 (OECD, Paris 2015) OECD: Making Open Science a Reality, OECD Science, Technology and Industry Policy Papers, Vol. 25 (OECD, Paris 2015)
Zurück zum Zitat C. Daraio, L. Simar: Advanced Robust and Non-Parametric Methods in Efficiency Analysis: Methodology and Applications (Springer, New York 2007) C. Daraio, L. Simar: Advanced Robust and Non-Parametric Methods in Efficiency Analysis: Methodology and Applications (Springer, New York 2007)
Zurück zum Zitat S.K. Mishra: Brief history of production functions, IUP J. Manag. Econ. 8(4), 6–34 (2010) S.K. Mishra: Brief history of production functions, IUP J. Manag. Econ. 8(4), 6–34 (2010)
Zurück zum Zitat W. Härdle: Applied Nonparametric Regression (Cambridge Univ. Press, Cambridge 1992) W. Härdle: Applied Nonparametric Regression (Cambridge Univ. Press, Cambridge 1992)
Zurück zum Zitat D.J. Henderson, C.F. Parmeter: Applied Nonparametric Econometrics (Cambridge Univ. Press, Cambridge 2015)CrossRef D.J. Henderson, C.F. Parmeter: Applied Nonparametric Econometrics (Cambridge Univ. Press, Cambridge 2015)CrossRef
Zurück zum Zitat R. Färe, S. Grosskopf, C.K. Lovell: Production Frontiers (Cambridge Univ. Press, Cambridge 1994) R. Färe, S. Grosskopf, C.K. Lovell: Production Frontiers (Cambridge Univ. Press, Cambridge 1994)
Zurück zum Zitat H.O. Fried, C.K. Lovell, S.S. Schmidt (Eds.): The Measurement of Productive Efficiency and Productivity Growth (Oxford Univ. Press, Oxford 2008) H.O. Fried, C.K. Lovell, S.S. Schmidt (Eds.): The Measurement of Productive Efficiency and Productivity Growth (Oxford Univ. Press, Oxford 2008)
Zurück zum Zitat H. Varian: Microeconomic Theory (W.W. Norton, New York 1992) H. Varian: Microeconomic Theory (W.W. Norton, New York 1992)
Zurück zum Zitat T.C. Koopmans: Efficient allocation of resources, Econometrica 19(4), 455–465 (1951)CrossRef T.C. Koopmans: Efficient allocation of resources, Econometrica 19(4), 455–465 (1951)CrossRef
Zurück zum Zitat G. Debreu: The coefficient of resource utilization, Econometrica 19(3), 273–292 (1951)CrossRef G. Debreu: The coefficient of resource utilization, Econometrica 19(3), 273–292 (1951)CrossRef
Zurück zum Zitat R.W. Shephard: Theory of Cost and Production Functions (Princeton Univ. Press, Princeton 1970) R.W. Shephard: Theory of Cost and Production Functions (Princeton Univ. Press, Princeton 1970)
Zurück zum Zitat M.J. Farrell: The measurement of productive efficiency, J. Royal Stat. Soc. Ser. A 120(3), 253–290 (1957)CrossRef M.J. Farrell: The measurement of productive efficiency, J. Royal Stat. Soc. Ser. A 120(3), 253–290 (1957)CrossRef
Zurück zum Zitat A. Charnes, W.W. Cooper, E. Rhodes: Measuring the efficiency of decision making units, Eur. J. Oper. Res. 2(6), 429–444 (1978)CrossRef A. Charnes, W.W. Cooper, E. Rhodes: Measuring the efficiency of decision making units, Eur. J. Oper. Res. 2(6), 429–444 (1978)CrossRef
Zurück zum Zitat S.C. Kumbhakar, C.A.K. Lovell: Stochastic Frontier Analysis (Cambridge Univ. Press, Cambridge 2000)CrossRef S.C. Kumbhakar, C.A.K. Lovell: Stochastic Frontier Analysis (Cambridge Univ. Press, Cambridge 2000)CrossRef
Zurück zum Zitat P.E. Stephan: The economics of science, J. Econ. Lit. 34(3), 1199–1235 (1996) P.E. Stephan: The economics of science, J. Econ. Lit. 34(3), 1199–1235 (1996)
Zurück zum Zitat F. Lissoni, J. Mairesse, F. Montobbio, M. Pezzoni: Scientific productivity and academic promotion: A study on French and Italian physicists, Ind. Corp. Change 20, 253–294 (2011)CrossRef F. Lissoni, J. Mairesse, F. Montobbio, M. Pezzoni: Scientific productivity and academic promotion: A study on French and Italian physicists, Ind. Corp. Change 20, 253–294 (2011)CrossRef
Zurück zum Zitat P.E. Stephan, G. Levin: The critical importance of careers in collaborative scientific research, Rev. Econ. Ind. 79(1), 45–61 (1996) P.E. Stephan, G. Levin: The critical importance of careers in collaborative scientific research, Rev. Econ. Ind. 79(1), 45–61 (1996)
Zurück zum Zitat S. Stack: Gender, children and research productivity, Res. High. Educ. 45, 891–920 (2004)CrossRef S. Stack: Gender, children and research productivity, Res. High. Educ. 45, 891–920 (2004)CrossRef
Zurück zum Zitat Y. Xie, K.A. Shauman: Sex differences in research productivity: New evidence about an old puzzle, Am. Sociol. Rev. 63(6), 847–870 (1998)CrossRef Y. Xie, K.A. Shauman: Sex differences in research productivity: New evidence about an old puzzle, Am. Sociol. Rev. 63(6), 847–870 (1998)CrossRef
Zurück zum Zitat J. Mairesse, M. Pezzoni: Does gender affect scientific productivity?, Rev. Econ. 66, 65–113 (2015) J. Mairesse, M. Pezzoni: Does gender affect scientific productivity?, Rev. Econ. 66, 65–113 (2015)
Zurück zum Zitat M. Pezzoni, J. Mairesse, P. Stephan, J. Lane: Gender and the publication output of graduate students: A case study, PLoS ONE 11, e0145146 (2016)CrossRef M. Pezzoni, J. Mairesse, P. Stephan, J. Lane: Gender and the publication output of graduate students: A case study, PLoS ONE 11, e0145146 (2016)CrossRef
Zurück zum Zitat B. Bozeman, S. Lee: The Impact of Research Collaboration on Scientific Productivity, Soc. Stud. Sci. 35(5), 673–702 (2003) B. Bozeman, S. Lee: The Impact of Research Collaboration on Scientific Productivity, Soc. Stud. Sci. 35(5), 673–702 (2003)
Zurück zum Zitat P. Azoulay, J.S.G. Zivin, J. Wang: Superstar Extinction, Working Paper No. 14577 (National Bureau of Economic Research, Cambridge 2008)CrossRef P. Azoulay, J.S.G. Zivin, J. Wang: Superstar Extinction, Working Paper No. 14577 (National Bureau of Economic Research, Cambridge 2008)CrossRef
Zurück zum Zitat B.A. Jacob, L. Lefgren: The impact of research grant funding on scientific productivity, J. Public Econ. 95, 1168–1177 (2011)CrossRef B.A. Jacob, L. Lefgren: The impact of research grant funding on scientific productivity, J. Public Econ. 95, 1168–1177 (2011)CrossRef
Zurück zum Zitat L. Turner, J. Mairesse: Individual Productivity Differences in Public Research: How Important are Non-Individual Determinants? An Econometric Study of French Physicists Publications and Citations (Centre National de la Recherche Scientifique, Paris 2005) pp. 1986–1997 L. Turner, J. Mairesse: Individual Productivity Differences in Public Research: How Important are Non-Individual Determinants? An Econometric Study of French Physicists Publications and Citations (Centre National de la Recherche Scientifique, Paris 2005) pp. 1986–1997
Zurück zum Zitat M.F. Fox: Publication productivity among scientists: A critical review, Soc. Stud. Sci. 13, 285–305 (1983)CrossRef M.F. Fox: Publication productivity among scientists: A critical review, Soc. Stud. Sci. 13, 285–305 (1983)CrossRef
Zurück zum Zitat J.A.D. Holbrook: Basic indicators of scientific and technological performance, Sci. Public Policy 19(5), 267–273 (1992) J.A.D. Holbrook: Basic indicators of scientific and technological performance, Sci. Public Policy 19(5), 267–273 (1992)
Zurück zum Zitat R. Johnston: Effects of resource concentration on research performance, High. Educ. 28, 25–37 (1993)CrossRef R. Johnston: Effects of resource concentration on research performance, High. Educ. 28, 25–37 (1993)CrossRef
Zurück zum Zitat P. Ramsden: Describing and explaining research productivity, High. Educ. 28, 207–226 (1994)CrossRef P. Ramsden: Describing and explaining research productivity, High. Educ. 28, 207–226 (1994)CrossRef
Zurück zum Zitat F. Narin, A. Breitzman: Inventive productivity, Res. Policy 24(4), 507–519 (1995)CrossRef F. Narin, A. Breitzman: Inventive productivity, Res. Policy 24(4), 507–519 (1995)CrossRef
Zurück zum Zitat P.E. Stephan: How Economics Shapes Science (Harvard Univ. Press, Cambridge 2012)CrossRef P.E. Stephan: How Economics Shapes Science (Harvard Univ. Press, Cambridge 2012)CrossRef
Zurück zum Zitat P. Bazeley: Conceptualising research performance, Stud. High. Educ. 35(8), 889–903 (2010)CrossRef P. Bazeley: Conceptualising research performance, Stud. High. Educ. 35(8), 889–903 (2010)CrossRef
Zurück zum Zitat G.S. Åkerlind: An academic perspective on research and being a researcher: An integration of the literature, Stud. High. Educ. 33(1), 17–31 (2008)CrossRef G.S. Åkerlind: An academic perspective on research and being a researcher: An integration of the literature, Stud. High. Educ. 33(1), 17–31 (2008)CrossRef
Zurück zum Zitat G. Abramo, C.A. D'Angelo: How do you define and measure research productivity?, Scientometrics 101(2), 1129–1144 (2014)CrossRef G. Abramo, C.A. D'Angelo: How do you define and measure research productivity?, Scientometrics 101(2), 1129–1144 (2014)CrossRef
Zurück zum Zitat P. Wouters, W. Glänzel, J. Gläser, I. Rafols: The dilemmas of performance indicators of individual researchers—an urgent debate in bibliometrics, ISSI Newsletter 9(3), 48–53 (2013) P. Wouters, W. Glänzel, J. Gläser, I. Rafols: The dilemmas of performance indicators of individual researchers—an urgent debate in bibliometrics, ISSI Newsletter 9(3), 48–53 (2013)
Zurück zum Zitat G. Ruocco, C. Daraio, V. Folli, M. Leonetti: Bibliometric indicators: The origin of their log-normal distribution and why they are not a reliable proxy for an individual scholar's talent, Palgrave Commun. 3, 17064 (2017)CrossRef G. Ruocco, C. Daraio, V. Folli, M. Leonetti: Bibliometric indicators: The origin of their log-normal distribution and why they are not a reliable proxy for an individual scholar's talent, Palgrave Commun. 3, 17064 (2017)CrossRef
Zurück zum Zitat A.F. Van Raan: Measuring science. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, U. Schmoch (Springer, Dordrecht 2004) pp. 19–50CrossRef A.F. Van Raan: Measuring science. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, U. Schmoch (Springer, Dordrecht 2004) pp. 19–50CrossRef
Zurück zum Zitat M. Gibbons, C. Limoges, H. Nowotny, S. Schwartzman, P. Scott, M. Trow: The New Production of Knowledge: The Dynamics of Science and Research in Contemporary Societies (SAGE, London 1994) M. Gibbons, C. Limoges, H. Nowotny, S. Schwartzman, P. Scott, M. Trow: The New Production of Knowledge: The Dynamics of Science and Research in Contemporary Societies (SAGE, London 1994)
Zurück zum Zitat H. Nowotny, P. Scott, M. Gibbons: Re-Thinking Science: Knowledge and the Public in an Age of Uncertainty (Polity, Cambridge 2001) H. Nowotny, P. Scott, M. Gibbons: Re-Thinking Science: Knowledge and the Public in an Age of Uncertainty (Polity, Cambridge 2001)
Zurück zum Zitat M. Bucchi: Beyond Technocracy: Science, Politics and Citizens (Springer, New York 2009)CrossRef M. Bucchi: Beyond Technocracy: Science, Politics and Citizens (Springer, New York 2009)CrossRef
Zurück zum Zitat A. Benessia, S. Funtowicz, M. Giampietro, A.G. Pereira, J. Ravetz, A. Saltelli, J.P. van der Sluijs: Science on the Verge, The Rightful Place of Science (Consortium for Science, Policy & Outcomes, Tempé 2016) A. Benessia, S. Funtowicz, M. Giampietro, A.G. Pereira, J. Ravetz, A. Saltelli, J.P. van der Sluijs: Science on the Verge, The Rightful Place of Science (Consortium for Science, Policy & Outcomes, Tempé 2016)
Zurück zum Zitat M. Bucchi, B. Trench (Eds.): Routledge Handbook of Public Communication of Science and Technology (Routledge, Hershley 2014) M. Bucchi, B. Trench (Eds.): Routledge Handbook of Public Communication of Science and Technology (Routledge, Hershley 2014)
Zurück zum Zitat R. Whitley, J. Gläser (Eds.): The Changing Governance of the Sciences: The Advent of Research Evaluation Systems, Sociology of the Sciences Yearbook, Vol. 26 (Springer, Dordrecht 2007) R. Whitley, J. Gläser (Eds.): The Changing Governance of the Sciences: The Advent of Research Evaluation Systems, Sociology of the Sciences Yearbook, Vol. 26 (Springer, Dordrecht 2007)
Zurück zum Zitat P. Dahler-Larsen: The Evaluation Society (Stanford Univ. Press, Stanford 2011)CrossRef P. Dahler-Larsen: The Evaluation Society (Stanford Univ. Press, Stanford 2011)CrossRef
Zurück zum Zitat D. Hicks: Evolving regimes of multi-university research evaluation, High. Educ. 57(4), 393–404 (2009)CrossRef D. Hicks: Evolving regimes of multi-university research evaluation, High. Educ. 57(4), 393–404 (2009)CrossRef
Zurück zum Zitat C. Daraio, A. Bonaccorsi: Beyond university rankings? Generating new indicators on universities by linking data in open platforms, J. Assoc. Inf. Sci. Technol. 68(2), 508–529 (2017)CrossRef C. Daraio, A. Bonaccorsi: Beyond university rankings? Generating new indicators on universities by linking data in open platforms, J. Assoc. Inf. Sci. Technol. 68(2), 508–529 (2017)CrossRef
Zurück zum Zitat E. Hazelkorn: Measuring world-class excellence and the global obsession with rankings. In: A Handbook on Globalization and Higher Education, ed. by S. Marginson, R. Naidoo, R. King (Edward Elgar, Cheltenham 2011) pp. 497–515 E. Hazelkorn: Measuring world-class excellence and the global obsession with rankings. In: A Handbook on Globalization and Higher Education, ed. by S. Marginson, R. Naidoo, R. King (Edward Elgar, Cheltenham 2011) pp. 497–515
Zurück zum Zitat J. Priem, P. Groth, D. Taraborelli: The altmetrics collection, PLoS ONE 7(11), e48753 (2012)CrossRef J. Priem, P. Groth, D. Taraborelli: The altmetrics collection, PLoS ONE 7(11), e48753 (2012)CrossRef
Zurück zum Zitat M. Hilbert, P. López: The world's technological capacity to store, communicate, and compute information, Science 332(6025), 60–65 (2011)CrossRef M. Hilbert, P. López: The world's technological capacity to store, communicate, and compute information, Science 332(6025), 60–65 (2011)CrossRef
Zurück zum Zitat S. Pinfield, J. Salter, P.A. Bath, B. Hubbard, P. Millington, J.H. Anders, A. Hussain: Open-access repositories worldwide, 2005–2012: Past growth, current characteristics, and future possibilities, J. Assoc. Inf. Sci. Technol. 65(12), 2404–2421 (2014)CrossRef S. Pinfield, J. Salter, P.A. Bath, B. Hubbard, P. Millington, J.H. Anders, A. Hussain: Open-access repositories worldwide, 2005–2012: Past growth, current characteristics, and future possibilities, J. Assoc. Inf. Sci. Technol. 65(12), 2404–2421 (2014)CrossRef
Zurück zum Zitat J.S.A.H. Katz, D. Hicks: Desktop scientometrics, Scientometrics 38(1), 141–153 (1997)CrossRef J.S.A.H. Katz, D. Hicks: Desktop scientometrics, Scientometrics 38(1), 141–153 (1997)CrossRef
Zurück zum Zitat B. Cronin, C.R. Sugimoto: Beyond Bibliometrics: Harnessing Multidimensional Indicators of Scholarly Impact (MIT Press, Cambridge 2014)CrossRef B. Cronin, C.R. Sugimoto: Beyond Bibliometrics: Harnessing Multidimensional Indicators of Scholarly Impact (MIT Press, Cambridge 2014)CrossRef
Zurück zum Zitat B. Cronin, C.R. Sugimoto (Eds.): Scholarly Metrics Under the Microscope: From Citation Analysis to Academic Auditing (Information Today, Medford 2015) B. Cronin, C.R. Sugimoto (Eds.): Scholarly Metrics Under the Microscope: From Citation Analysis to Academic Auditing (Information Today, Medford 2015)
Zurück zum Zitat M. Bladek: DORA: San Francisco declaration on research assessment, Coll. Res. Libr. News 75(4), 191–196 (2014)CrossRef M. Bladek: DORA: San Francisco declaration on research assessment, Coll. Res. Libr. News 75(4), 191–196 (2014)CrossRef
Zurück zum Zitat D. Hicks, P. Wouters, L. Waltman, S.D. Rijcke, I. Rafols: Bibliometrics: The Leiden Manifesto for research metrics, Nature 520, 429–431 (2015)CrossRef D. Hicks, P. Wouters, L. Waltman, S.D. Rijcke, I. Rafols: Bibliometrics: The Leiden Manifesto for research metrics, Nature 520, 429–431 (2015)CrossRef
Zurück zum Zitat J. Wilsdon, L. Allen, E. Belfiore, P. Campbell, S. Curry, S. Hill, R. Jones, R. Kain, S. Kerridge, M. Thelwall, J. Tinkler, I. Viney, P. Wouters, J. Hill, B. Johnson: The metric tide: Report of the independent review of the role of metrics in research assessment and management. Available at: http://epc.ac.uk/wp-content/uploads/2015/07/2015-07_metric_tide.pdf (last accessed 10 January 2019) (2015) J. Wilsdon, L. Allen, E. Belfiore, P. Campbell, S. Curry, S. Hill, R. Jones, R. Kain, S. Kerridge, M. Thelwall, J. Tinkler, I. Viney, P. Wouters, J. Hill, B. Johnson: The metric tide: Report of the independent review of the role of metrics in research assessment and management. Available at: http://​epc.​ac.​uk/​wp-content/​uploads/​2015/​07/​2015-07_​metric_​tide.​pdf (last accessed 10 January 2019) (2015)
Zurück zum Zitat M. Zitt: Les Dérives de l'Évaluation de la Recherche: du bon usage de la bibliométrie (The excesses of research evaluation: The proper use of bibliometrics) by Yves Gingras. Paris: Raisons d'Agir Editions, 2014, J. Assoc. Inf. Sci. Technol. 66(10), 2171–2176 (2015)CrossRef M. Zitt: Les Dérives de l'Évaluation de la Recherche: du bon usage de la bibliométrie (The excesses of research evaluation: The proper use of bibliometrics) by Yves Gingras. Paris: Raisons d'Agir Editions, 2014, J. Assoc. Inf. Sci. Technol. 66(10), 2171–2176 (2015)CrossRef
Zurück zum Zitat Y. Gingras: Bibliometrics and Research Evaluation: Uses and Abuses (MIT Press, Cambridge 2016)CrossRef Y. Gingras: Bibliometrics and Research Evaluation: Uses and Abuses (MIT Press, Cambridge 2016)CrossRef
Zurück zum Zitat R. Benedictus, F. Miedema, M.W. Ferguson: Fewer numbers, better science, Nature 538(7626), 453–455 (2016)CrossRef R. Benedictus, F. Miedema, M.W. Ferguson: Fewer numbers, better science, Nature 538(7626), 453–455 (2016)CrossRef
Zurück zum Zitat P. Stephan, R. Veugelers, J. Wang: Blinkered by bibliometrics, Nature 544(7651), 411–412 (2017)CrossRef P. Stephan, R. Veugelers, J. Wang: Blinkered by bibliometrics, Nature 544(7651), 411–412 (2017)CrossRef
Zurück zum Zitat H.F. Moed, G. Halevi: Multidimensional assessment of scholarly research impact, J. Assoc. Inf. Sci. Technol. 66(10), 1988–2002 (2015)CrossRef H.F. Moed, G. Halevi: Multidimensional assessment of scholarly research impact, J. Assoc. Inf. Sci. Technol. 66(10), 1988–2002 (2015)CrossRef
Zurück zum Zitat W. Glänzel: The need for standards in bibliometric research and technology, Scientometrics 35(2), 167–176 (1996)CrossRef W. Glänzel: The need for standards in bibliometric research and technology, Scientometrics 35(2), 167–176 (1996)CrossRef
Zurück zum Zitat C. Daraio, W. Glänzel: Grand challenges in data integration–state of the art and future perspectives: An introduction, Scientometrics 108(1), 391–400 (2016)CrossRef C. Daraio, W. Glänzel: Grand challenges in data integration–state of the art and future perspectives: An introduction, Scientometrics 108(1), 391–400 (2016)CrossRef
Zurück zum Zitat W. Glänzel, H. Willems: Towards standardisation, harmonisation and integration of data from heterogeneous sources for funding and evaluation purposes, Scientometrics 106(2), 821–823 (2016)CrossRef W. Glänzel, H. Willems: Towards standardisation, harmonisation and integration of data from heterogeneous sources for funding and evaluation purposes, Scientometrics 106(2), 821–823 (2016)CrossRef
Zurück zum Zitat M. Nielsen: Reinventing Discovery: The New Era of Networked Science (Princeton Univ. Press, Princeton 2012) M. Nielsen: Reinventing Discovery: The New Era of Networked Science (Princeton Univ. Press, Princeton 2012)
Zurück zum Zitat C.L. Borgman: Big data, little data, no data: Scholarship in the networked world (MIT Press, Cambridge 2015)CrossRef C.L. Borgman: Big data, little data, no data: Scholarship in the networked world (MIT Press, Cambridge 2015)CrossRef
Zurück zum Zitat J. Stewart: Models of priority-setting for public sector research, Res. Policy 24(1), 115–126 (1995)CrossRef J. Stewart: Models of priority-setting for public sector research, Res. Policy 24(1), 115–126 (1995)CrossRef
Zurück zum Zitat R. Moscati: Transforming a centralised system of higher education: Reform and academic resistance in Italy. In: From Governance to Identity, A Festschrift for Mary Henkel, ed. by A. Amaral, I. Bleiklie, C. Musselin (Springer, Dordrecht 2008) R. Moscati: Transforming a centralised system of higher education: Reform and academic resistance in Italy. In: From Governance to Identity, A Festschrift for Mary Henkel, ed. by A. Amaral, I. Bleiklie, C. Musselin (Springer, Dordrecht 2008)
Zurück zum Zitat S. Boffo, P. Dubois, R. Moscati: Changes in university governance in France and in Italy, Tert. Educ. Manag. 14(1), 13–26 (2008)CrossRef S. Boffo, P. Dubois, R. Moscati: Changes in university governance in France and in Italy, Tert. Educ. Manag. 14(1), 13–26 (2008)CrossRef
Zurück zum Zitat G. Rebora, M. Turri: The UK and Italian research assessment exercises face to face, Res. Policy 42(9), 1657–1666 (2013)CrossRef G. Rebora, M. Turri: The UK and Italian research assessment exercises face to face, Res. Policy 42(9), 1657–1666 (2013)CrossRef
Zurück zum Zitat C. Daraio: Non-parametric methods and higher education. In: Encyclopedia of International Higher Education Systems and Institutions, ed. by P. Teixeira, J. Shin (Springer, Dordrecht 2018) C. Daraio: Non-parametric methods and higher education. In: Encyclopedia of International Higher Education Systems and Institutions, ed. by P. Teixeira, J. Shin (Springer, Dordrecht 2018)
Zurück zum Zitat P.A. Samuelson, T.C. Koopmans, J.R.N. Stone: Report of the evaluative committee for Econometrica, Econometrica 22(2), 141–146 (1954) P.A. Samuelson, T.C. Koopmans, J.R.N. Stone: Report of the evaluative committee for Econometrica, Econometrica 22(2), 141–146 (1954)
Zurück zum Zitat J. Geweke, J. Horowitz, M.H. Pesaran: Econometrics. In: The New Palgrave Dictionary of Economics, 2nd edn., ed. by S. Durlauf, L. Blume, U. Schmoch (Palgrave Macmillan, Basingstoke 2008) J. Geweke, J. Horowitz, M.H. Pesaran: Econometrics. In: The New Palgrave Dictionary of Economics, 2nd edn., ed. by S. Durlauf, L. Blume, U. Schmoch (Palgrave Macmillan, Basingstoke 2008)
Zurück zum Zitat W.J. Baumol, A.S. Blinder: Economics: Principles and Policy, 12th edn. (South-Western Cengage Learning, Boston 2012) W.J. Baumol, A.S. Blinder: Economics: Principles and Policy, 12th edn. (South-Western Cengage Learning, Boston 2012)
Zurück zum Zitat J.D. Gibbons, S. Chakraborti: Nonparametric statistical inference. In: International Encyclopedia of Statistical Science, ed. by M. Lovric (Springer, Berlin 2011) pp. 977–979CrossRef J.D. Gibbons, S. Chakraborti: Nonparametric statistical inference. In: International Encyclopedia of Statistical Science, ed. by M. Lovric (Springer, Berlin 2011) pp. 977–979CrossRef
Zurück zum Zitat B. Efron, R.J. Tibshirani: An Introduction to the Bootstrap (CRC, Boca Raton 1994) B. Efron, R.J. Tibshirani: An Introduction to the Bootstrap (CRC, Boca Raton 1994)
Zurück zum Zitat D.P. Kroese, T. Brereton, T. Taimre, Z.I. Botev: Why the Monte Carlo method is so important today, Wiley Interdiscip. Rev. Comput. Stat. 6(6), 386–392 (2014)CrossRef D.P. Kroese, T. Brereton, T. Taimre, Z.I. Botev: Why the Monte Carlo method is so important today, Wiley Interdiscip. Rev. Comput. Stat. 6(6), 386–392 (2014)CrossRef
Zurück zum Zitat P.F. Drucker, J.A. Maciariello: Management (Collins, New York 2008), Revised edition P.F. Drucker, J.A. Maciariello: Management (Collins, New York 2008), Revised edition
Zurück zum Zitat M.E. Porter: Competitive Advantage: Creating and Sustaining Superior Performance (Free Press, New York 1985) M.E. Porter: Competitive Advantage: Creating and Sustaining Superior Performance (Free Press, New York 1985)
Zurück zum Zitat M.E. Porter: Competitive Advantage of Nations: Creating and Sustaining Superior Performance (Simon and Schuster, New York 2011) M.E. Porter: Competitive Advantage of Nations: Creating and Sustaining Superior Performance (Simon and Schuster, New York 2011)
Zurück zum Zitat M.E. Porter, V.E. Mirrar: How information gives you competitive advantage, Harv. Bus. Rev. 64(4), 149–160 (1985) M.E. Porter, V.E. Mirrar: How information gives you competitive advantage, Harv. Bus. Rev. 64(4), 149–160 (1985)
Zurück zum Zitat T.H. Davenport: Competing on analytics, Harv. Bus. Rev. 84(1), 98 (2006) T.H. Davenport: Competing on analytics, Harv. Bus. Rev. 84(1), 98 (2006)
Zurück zum Zitat T. Zenger: Beyond Competitive Advantage (Harvard Business Review, Boston 2016) T. Zenger: Beyond Competitive Advantage (Harvard Business Review, Boston 2016)
Zurück zum Zitat D. Besanko, D. Dranove, M. Shanley, S. Schaefer: Economics of Strategy (Wiley, New Jersey 2009) D. Besanko, D. Dranove, M. Shanley, S. Schaefer: Economics of Strategy (Wiley, New Jersey 2009)
Zurück zum Zitat B.M. Frischmann: Infrastructure: The Social Value of Shared Resources (Oxford Univ. Press, Oxford 2012)CrossRef B.M. Frischmann: Infrastructure: The Social Value of Shared Resources (Oxford Univ. Press, Oxford 2012)CrossRef
Zurück zum Zitat A. Tversky, D. Kahneman: Judgment under uncertainty: Heuristics and biases, Science 185(4157), 1124–1131 (1974)CrossRef A. Tversky, D. Kahneman: Judgment under uncertainty: Heuristics and biases, Science 185(4157), 1124–1131 (1974)CrossRef
Zurück zum Zitat H.A. Simon: The Sciences of the Artificial (MIT Press, Cambridge 1969) H.A. Simon: The Sciences of the Artificial (MIT Press, Cambridge 1969)
Zurück zum Zitat H.A. Simon: Models of Bounded Rationality (MIT Press, Cambridge 1982) H.A. Simon: Models of Bounded Rationality (MIT Press, Cambridge 1982)
Zurück zum Zitat R. Simons, A. Dávila, R.S. Kaplan: Performance Measurement & Control Systems for Implementing Strategy (Prentice Hall, Upper Saddle River 2000) p. 203 R. Simons, A. Dávila, R.S. Kaplan: Performance Measurement & Control Systems for Implementing Strategy (Prentice Hall, Upper Saddle River 2000) p. 203
Zurück zum Zitat D. Kahneman, P. Egan: Thinking, Fast and Slow (Farrar, Straus and Giroux, New York 2011) D. Kahneman, P. Egan: Thinking, Fast and Slow (Farrar, Straus and Giroux, New York 2011)
Zurück zum Zitat J. Friedman, T. Hastie, R. Tibshirani: The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Springer, New York 2009) J. Friedman, T. Hastie, R. Tibshirani: The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Springer, New York 2009)
Zurück zum Zitat M. Mezard, A. Montanari: Information, Physics, and Computation (Oxford Univ. Press, Oxford 2009)CrossRef M. Mezard, A. Montanari: Information, Physics, and Computation (Oxford Univ. Press, Oxford 2009)CrossRef
Zurück zum Zitat K.P. Murphy: Machine Learning: A Probabilistic Perspective (MIT Press, Cambridge 2012) K.P. Murphy: Machine Learning: A Probabilistic Perspective (MIT Press, Cambridge 2012)
Zurück zum Zitat D. Barber: Bayesian Reasoning and Machine Learning (Cambridge Univ. Press, Cambridge 2012) D. Barber: Bayesian Reasoning and Machine Learning (Cambridge Univ. Press, Cambridge 2012)
Zurück zum Zitat M.I. Jordan, T.M. Mitchell: Machine learning: Trends, perspectives, and prospects, Science 349(6245), 255–260 (2015)CrossRef M.I. Jordan, T.M. Mitchell: Machine learning: Trends, perspectives, and prospects, Science 349(6245), 255–260 (2015)CrossRef
Zurück zum Zitat A. Graves, G. Wayne, M. Reynolds, T. Harley, I. Danihelka, A. Grabska-Barwinska, A.P. Badia: Hybrid computing using a neural network with dynamic external memory, Nature 538(7626), 471–476 (2016)CrossRef A. Graves, G. Wayne, M. Reynolds, T. Harley, I. Danihelka, A. Grabska-Barwinska, A.P. Badia: Hybrid computing using a neural network with dynamic external memory, Nature 538(7626), 471–476 (2016)CrossRef
Zurück zum Zitat R. Layard, S. Glaister: Cost–Benefit Analysis (Cambridge Univ. Press, Cambridge 1994)CrossRef R. Layard, S. Glaister: Cost–Benefit Analysis (Cambridge Univ. Press, Cambridge 1994)CrossRef
Zurück zum Zitat A.E. Boardman, D.H. Greenberg, A.R. Vining, D.L. Weimer: Cost–Benefit Analysis: Concepts and Practice, 4th edn. (Prentice Hall, Upper Saddle River 2011) A.E. Boardman, D.H. Greenberg, A.R. Vining, D.L. Weimer: Cost–Benefit Analysis: Concepts and Practice, 4th edn. (Prentice Hall, Upper Saddle River 2011)
Zurück zum Zitat D. Weimer (Ed.): Cost–Benefit Analysis and Public Policy (Wiley, Blackwell 2008) D. Weimer (Ed.): Cost–Benefit Analysis and Public Policy (Wiley, Blackwell 2008)
Zurück zum Zitat A.M. Ghalayini, J.S. Noble: The changing basis of performance measurement, Int. J. Oper. Prod. Manag. 16(8), 63–80 (1996)CrossRef A.M. Ghalayini, J.S. Noble: The changing basis of performance measurement, Int. J. Oper. Prod. Manag. 16(8), 63–80 (1996)CrossRef
Zurück zum Zitat R.G. Eccles: The performance measurement manifesto, Harv. Bus. Rev. 69(1), 131–137 (1991) R.G. Eccles: The performance measurement manifesto, Harv. Bus. Rev. 69(1), 131–137 (1991)
Zurück zum Zitat A. Neely (Ed.): Business Performance Measurement: Theory and Practice (Cambridge Univ. Press, Cambridge 2002) A. Neely (Ed.): Business Performance Measurement: Theory and Practice (Cambridge Univ. Press, Cambridge 2002)
Zurück zum Zitat R.S. Kaplan, D.P. Norton: The Balanced Scorecard—Measures that Drive Performance, Harv. Bus. Rev. 70, 71–79 (1992) R.S. Kaplan, D.P. Norton: The Balanced Scorecard—Measures that Drive Performance, Harv. Bus. Rev. 70, 71–79 (1992)
Zurück zum Zitat A.A. Atkinson, J.H. Waterhouse, R.B. Wells: A stakeholder approach to strategic performance measurement, MIT Sloan Manag. Rev. 38(3), 25 (1997) A.A. Atkinson, J.H. Waterhouse, R.B. Wells: A stakeholder approach to strategic performance measurement, MIT Sloan Manag. Rev. 38(3), 25 (1997)
Zurück zum Zitat A.D. Neely, C. Adams, M. Kennerley: The Performance Prism: The Scorecard for Measuring and Managing Business Success (Financial Times/Prentice Hall, London 2002) A.D. Neely, C. Adams, M. Kennerley: The Performance Prism: The Scorecard for Measuring and Managing Business Success (Financial Times/Prentice Hall, London 2002)
Zurück zum Zitat E. Ferlie, L. Fitzgerald, A. Pettigrew: The New Public Management in Action (Oxford Univ. Press, Oxford 1996)CrossRef E. Ferlie, L. Fitzgerald, A. Pettigrew: The New Public Management in Action (Oxford Univ. Press, Oxford 1996)CrossRef
Zurück zum Zitat J.E. Lane: New Public Management: An Introduction (Routledge, London 2002)CrossRef J.E. Lane: New Public Management: An Introduction (Routledge, London 2002)CrossRef
Zurück zum Zitat R.S. Kaplan: Strategic performance measurement and management in nonprofit organizations, Nonprofit Manag. Leadersh. 11(3), 353–370 (2001)CrossRef R.S. Kaplan: Strategic performance measurement and management in nonprofit organizations, Nonprofit Manag. Leadersh. 11(3), 353–370 (2001)CrossRef
Zurück zum Zitat W. Van Dooren, G. Bouckaert, J. Halligan: Performance Management in the Public Sector (Routledge, London 2015) W. Van Dooren, G. Bouckaert, J. Halligan: Performance Management in the Public Sector (Routledge, London 2015)
Zurück zum Zitat R.D. Behn: The new public management paradigm and the search for democratic accountability, Int. Public Manag. J. 1(2), 131–164 (1998)CrossRef R.D. Behn: The new public management paradigm and the search for democratic accountability, Int. Public Manag. J. 1(2), 131–164 (1998)CrossRef
Zurück zum Zitat R.C. Box, G.S. Marshall, B.J. Reed, C.M. Reed: New public management and substantive democracy, Public Adm. Rev. 61(5), 608–619 (2001)CrossRef R.C. Box, G.S. Marshall, B.J. Reed, C.M. Reed: New public management and substantive democracy, Public Adm. Rev. 61(5), 608–619 (2001)CrossRef
Zurück zum Zitat P. Dunleavy, H. Margetts, S. Bastow, J. Tinkler: New public management is dead—long live digital-era governance, J. Public Adm. Res. Theory 16(3), 467–494 (2006)CrossRef P. Dunleavy, H. Margetts, S. Bastow, J. Tinkler: New public management is dead—long live digital-era governance, J. Public Adm. Res. Theory 16(3), 467–494 (2006)CrossRef
Zurück zum Zitat J. O'Flynn: From new public management to public value: Paradigmatic change and managerial implications, Aust. J. Public Adm. 16(3), 353–366 (2007)CrossRef J. O'Flynn: From new public management to public value: Paradigmatic change and managerial implications, Aust. J. Public Adm. 16(3), 353–366 (2007)CrossRef
Zurück zum Zitat S. Van Thiel, F.L. Leeuw: The performance paradox in the public sector, Public Perform. Manag. Rev 25(3), 267–281 (2002)CrossRef S. Van Thiel, F.L. Leeuw: The performance paradox in the public sector, Public Perform. Manag. Rev 25(3), 267–281 (2002)CrossRef
Zurück zum Zitat L. Bryl: Intellectual capital measurement. In: Encyclopedia of Information Science and Technology, 4th edn., ed. by M. Khosrow-Pour (IGI Global, Hershley 2018) pp. 5056–5066CrossRef L. Bryl: Intellectual capital measurement. In: Encyclopedia of Information Science and Technology, 4th edn., ed. by M. Khosrow-Pour (IGI Global, Hershley 2018) pp. 5056–5066CrossRef
Zurück zum Zitat A. Tiwana: The Knowledge Management Toolkit: Practical Techniques for Building a Knowledge Management System (Prentice Hall PTR, Upper Saddle River 2000) A. Tiwana: The Knowledge Management Toolkit: Practical Techniques for Building a Knowledge Management System (Prentice Hall PTR, Upper Saddle River 2000)
Zurück zum Zitat M. Alavi, D.E. Leidner: Knowledge management and knowledge management systems: Conceptual foundations and research issues, MIS Quarterly 25(1), 107–136 (2001)CrossRef M. Alavi, D.E. Leidner: Knowledge management and knowledge management systems: Conceptual foundations and research issues, MIS Quarterly 25(1), 107–136 (2001)CrossRef
Zurück zum Zitat J. Liebowitz (Ed.): Knowledge Management Handbook (CRC, Boca Raton 2012) J. Liebowitz (Ed.): Knowledge Management Handbook (CRC, Boca Raton 2012)
Zurück zum Zitat A. Bounfour, L. Edvinsson (Eds.): Intellectual Capital for Communities (Routledge, Abingdon-on-Thames 2012) A. Bounfour, L. Edvinsson (Eds.): Intellectual Capital for Communities (Routledge, Abingdon-on-Thames 2012)
Zurück zum Zitat J. Guthrie, J. Dumay: New frontiers in the use of intellectual capital in the public sector, J. Intellect. Cap. 16(2), 258–266 (2015)CrossRef J. Guthrie, J. Dumay: New frontiers in the use of intellectual capital in the public sector, J. Intellect. Cap. 16(2), 258–266 (2015)CrossRef
Zurück zum Zitat J. Dumay, J. Guthrie, P. Puntillo: IC and public sector: A structured literature review, J. Intellect. Cap. 16(2), 267–284 (2015)CrossRef J. Dumay, J. Guthrie, P. Puntillo: IC and public sector: A structured literature review, J. Intellect. Cap. 16(2), 267–284 (2015)CrossRef
Zurück zum Zitat G. Secundo, R. Lombardi, J. Dumay: Intellectual capital in education, J. Intellect. Cap. 19(1), 2–9 (2018)CrossRef G. Secundo, R. Lombardi, J. Dumay: Intellectual capital in education, J. Intellect. Cap. 19(1), 2–9 (2018)CrossRef
Zurück zum Zitat A. Pulic: The Principles of Intellectual Capital Efficiency—A Brief Description (Croatian Intellectual Capital Center, Zagreb Center 2008) A. Pulic: The Principles of Intellectual Capital Efficiency—A Brief Description (Croatian Intellectual Capital Center, Zagreb Center 2008)
Zurück zum Zitat G. Iazzolino, D. Laise: Value added intellectual coefficient (VAIC): A methodological and critical review, J. Intellect. Cap. 14(4), 547–563 (2013)CrossRef G. Iazzolino, D. Laise: Value added intellectual coefficient (VAIC): A methodological and critical review, J. Intellect. Cap. 14(4), 547–563 (2013)CrossRef
Zurück zum Zitat D. Helbing, S. Bishop, R. Conte, P. Lukowicz, J.B. McCarthy: FuturICT: Participatory computing to understand and manage our complex world in a more sustainable and resilient way, Eur. Phys. J. Spec. Top. 214(1), 11–39 (2012)CrossRef D. Helbing, S. Bishop, R. Conte, P. Lukowicz, J.B. McCarthy: FuturICT: Participatory computing to understand and manage our complex world in a more sustainable and resilient way, Eur. Phys. J. Spec. Top. 214(1), 11–39 (2012)CrossRef
Zurück zum Zitat J.A. Doornik, D.F. Hendry: Statistical model selection with “Big Data”, Cogent Econ. Finance 3(1), 1045216 (2015)CrossRef J.A. Doornik, D.F. Hendry: Statistical model selection with “Big Data”, Cogent Econ. Finance 3(1), 1045216 (2015)CrossRef
Zurück zum Zitat H. Ekbia, M. Mattioli, I. Kouper, G. Arave, A. Ghazinejad, T. Bowman, C.R. Sugimoto: Big data, bigger dilemmas: A critical review, J. Assoc. Inf. Sci. Technol. 66(8), 1523–1545 (2015)CrossRef H. Ekbia, M. Mattioli, I. Kouper, G. Arave, A. Ghazinejad, T. Bowman, C.R. Sugimoto: Big data, bigger dilemmas: A critical review, J. Assoc. Inf. Sci. Technol. 66(8), 1523–1545 (2015)CrossRef
Zurück zum Zitat F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, D.R. White: Economic networks: What do we know and what do we need to know?, Adv. Complex Syst. 12(04n05), 407–422 (2009)CrossRef F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, D.R. White: Economic networks: What do we know and what do we need to know?, Adv. Complex Syst. 12(04n05), 407–422 (2009)CrossRef
Zurück zum Zitat F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, A. Vespignani, D.R. White: Economic networks: The new challenges, Science 325(5939), 422–425 (2009)CrossRef F. Schweitzer, G. Fagiolo, D. Sornette, F. Vega-Redondo, A. Vespignani, D.R. White: Economic networks: The new challenges, Science 325(5939), 422–425 (2009)CrossRef
Zurück zum Zitat W. Elsner, T. Heinrich, H. Schwardt: The Microeconomics of Complex Economies: Evolutionary, Institutional, Neoclassical, and Complexity Perspectives (Academic Press, Oxford 2015)CrossRef W. Elsner, T. Heinrich, H. Schwardt: The Microeconomics of Complex Economies: Evolutionary, Institutional, Neoclassical, and Complexity Perspectives (Academic Press, Oxford 2015)CrossRef
Zurück zum Zitat A. Kirman: Networks: A paradigm shift for economics? In: The Oxford Handbook of the Economics of Networks, ed. by Y. Bramoullé, A. Galeotti, B.W. Rogers (Oxford Univ. Press, Oxford 2016) A. Kirman: Networks: A paradigm shift for economics? In: The Oxford Handbook of the Economics of Networks, ed. by Y. Bramoullé, A. Galeotti, B.W. Rogers (Oxford Univ. Press, Oxford 2016)
Zurück zum Zitat M.P. Mandell, R. Keast: Evaluating the effectiveness of interorganizational relations through networks: Developing a framework for revised performance measures, Public Manag. Rev. 10(6), 715–731 (2008)CrossRef M.P. Mandell, R. Keast: Evaluating the effectiveness of interorganizational relations through networks: Developing a framework for revised performance measures, Public Manag. Rev. 10(6), 715–731 (2008)CrossRef
Zurück zum Zitat A. Golan: Information and entropy econometrics, A review and synthesis, Found. Trends Econ. 2(12), 1–145 (2008) A. Golan: Information and entropy econometrics, A review and synthesis, Found. Trends Econ. 2(12), 1–145 (2008)
Zurück zum Zitat G.G. Judge, R.C. Mittelhammer: An Information Theoretic Approach to Econometrics (Cambridge Univ. Press, Cambridge 2011)CrossRef G.G. Judge, R.C. Mittelhammer: An Information Theoretic Approach to Econometrics (Cambridge Univ. Press, Cambridge 2011)CrossRef
Zurück zum Zitat N. Georgescu-Roegen: The economics of production, Am. Econ. Rev. 60(2), 1–9 (1970) N. Georgescu-Roegen: The economics of production, Am. Econ. Rev. 60(2), 1–9 (1970)
Zurück zum Zitat N. Georgescu-Roegen: Entropy Law and the Economic Process (Cambridge Univ. Press, Cambridge 1971)CrossRef N. Georgescu-Roegen: Entropy Law and the Economic Process (Cambridge Univ. Press, Cambridge 1971)CrossRef
Zurück zum Zitat N. Georgescu-Roegen: Process analysis and the neoclassical theory of production, Am. J. Agric. Econ. 54(2), 279–294 (1972)CrossRef N. Georgescu-Roegen: Process analysis and the neoclassical theory of production, Am. J. Agric. Econ. 54(2), 279–294 (1972)CrossRef
Zurück zum Zitat N. Georgescu-Roegen: Methods in economic science, J. Econ. Issues 13(2), 317–328 (1979)CrossRef N. Georgescu-Roegen: Methods in economic science, J. Econ. Issues 13(2), 317–328 (1979)CrossRef
Zurück zum Zitat M. Morroni: Production Process and Technical Change (Cambridge Univ. Press, Cambridge 1992)CrossRef M. Morroni: Production Process and Technical Change (Cambridge Univ. Press, Cambridge 1992)CrossRef
Zurück zum Zitat M. Morroni: Production of commodities by means of processes. The flow-fund model, input–output relations and the cognitive aspects of production, Struct. Change Econ. Dyn. 29, 5–18 (2014)CrossRef M. Morroni: Production of commodities by means of processes. The flow-fund model, input–output relations and the cognitive aspects of production, Struct. Change Econ. Dyn. 29, 5–18 (2014)CrossRef
Zurück zum Zitat M. Morroni: Knowledge, Scale and Transactions in the Theory of the Firm (Cambridge Univ. Press, Cambridge 2006) pp. 1–358CrossRef M. Morroni: Knowledge, Scale and Transactions in the Theory of the Firm (Cambridge Univ. Press, Cambridge 2006) pp. 1–358CrossRef
Zurück zum Zitat G. Fioretti: The production function, Physica A 374(2), 707–714 (2007)CrossRef G. Fioretti: The production function, Physica A 374(2), 707–714 (2007)CrossRef
Zurück zum Zitat C. Kao: Network Data Envelopment Analysis, Foundations and Extensions (Springer, Cham 2017)CrossRef C. Kao: Network Data Envelopment Analysis, Foundations and Extensions (Springer, Cham 2017)CrossRef
Zurück zum Zitat C. Daraio, R. Färe, S. Grosskopf, M.G. Izzo, L. Leuzzi, G. Ruocco, M. Bostian: Inference for nonparametric productivity networks: A pseudo-likelihood approach, paper presented at the CMStat Conference, London (2017) C. Daraio, R. Färe, S. Grosskopf, M.G. Izzo, L. Leuzzi, G. Ruocco, M. Bostian: Inference for nonparametric productivity networks: A pseudo-likelihood approach, paper presented at the CMStat Conference, London (2017)
Zurück zum Zitat B. Bozeman, J. Melkers (Eds.): Evaluating R&D Impacts: Methods and Practice (Springer, New York 1993) B. Bozeman, J. Melkers (Eds.): Evaluating R&D Impacts: Methods and Practice (Springer, New York 1993)
Zurück zum Zitat S.B. Khandker, G. Koolwal, H. Samad: Handbook on Impact Evaluation: Quantitative Methods and Practices (The World Bank, Washington DC 2010) S.B. Khandker, G. Koolwal, H. Samad: Handbook on Impact Evaluation: Quantitative Methods and Practices (The World Bank, Washington DC 2010)
Zurück zum Zitat A. Saltelli, A. Guimaraes-Pereira, J.P. van der Sluijs, S. Funtowicz: What do I make of your latinorum? Sensitivity auditing of mathematical modelling, Int. J. Foresight Innov. Policy 9, 2–3 (2013)CrossRef A. Saltelli, A. Guimaraes-Pereira, J.P. van der Sluijs, S. Funtowicz: What do I make of your latinorum? Sensitivity auditing of mathematical modelling, Int. J. Foresight Innov. Policy 9, 2–3 (2013)CrossRef
Zurück zum Zitat A. Saltelli, S. Funtowicz: When all models are wrong, Issues Sci. Technol. 30(2), 79–85 (2014) A. Saltelli, S. Funtowicz: When all models are wrong, Issues Sci. Technol. 30(2), 79–85 (2014)
Zurück zum Zitat A. Saltelli, S. Funtowicz: Evidence-based policy at the end of the Cartesian dream: The case of mathematical modelling. In: Science, Philosophy and Sustainability: The End of the Cartesian Dream, Routledge Explorations in Sustainability and Governance, ed. by Â.G. Pereira, S. Funtowicz (Routledge, New York 2015) pp. 147–162 A. Saltelli, S. Funtowicz: Evidence-based policy at the end of the Cartesian dream: The case of mathematical modelling. In: Science, Philosophy and Sustainability: The End of the Cartesian Dream, Routledge Explorations in Sustainability and Governance, ed. by Â.G. Pereira, S. Funtowicz (Routledge, New York 2015) pp. 147–162
Zurück zum Zitat Z. Griliches, J. Mairesse: Production functions: The search for identification. In: Practising Econometrics: Essays in Method and Application, ed. by Z. Griliches (Edward Elgar, Cheltenham 1998) pp. 383–411 Z. Griliches, J. Mairesse: Production functions: The search for identification. In: Practising Econometrics: Essays in Method and Application, ed. by Z. Griliches (Edward Elgar, Cheltenham 1998) pp. 383–411
Zurück zum Zitat A.R. Hall: Generalized Method of Moments (Oxford Univ. Press, Oxford 2005) A.R. Hall: Generalized Method of Moments (Oxford Univ. Press, Oxford 2005)
Zurück zum Zitat W.H. Greene: Econometric Analysis (Pearson Education, Upper Saddle River 2003) W.H. Greene: Econometric Analysis (Pearson Education, Upper Saddle River 2003)
Zurück zum Zitat A. Pagan, A. Ullah: Nonparametric Econometrics (Cambridge Univ. Press, Cambridge 1999)CrossRef A. Pagan, A. Ullah: Nonparametric Econometrics (Cambridge Univ. Press, Cambridge 1999)CrossRef
Zurück zum Zitat D. Aigner, C.K. Lovell, P. Schmidt: Formulation and estimation of stochastic frontier production function models, J. Econometr. 6(1), 21–37 (1977)CrossRef D. Aigner, C.K. Lovell, P. Schmidt: Formulation and estimation of stochastic frontier production function models, J. Econometr. 6(1), 21–37 (1977)CrossRef
Zurück zum Zitat A. Kneip, L. Simar: A general framework for frontier estimation with panel data, J. Prod. Anal. 7(2/3), 187–212 (1996)CrossRef A. Kneip, L. Simar: A general framework for frontier estimation with panel data, J. Prod. Anal. 7(2/3), 187–212 (1996)CrossRef
Zurück zum Zitat P. Hall, L. Simar: Estimating a changepoint, boundary or frontier in the presence of observation error, J. Am. Stat. Assoc. 97, 523–534 (2002)CrossRef P. Hall, L. Simar: Estimating a changepoint, boundary or frontier in the presence of observation error, J. Am. Stat. Assoc. 97, 523–534 (2002)CrossRef
Zurück zum Zitat L. Simar: How to improve the performances of DEA/FDH estimators in the presence of noise, J. Product. Anal. 28, 183–201 (2007)CrossRef L. Simar: How to improve the performances of DEA/FDH estimators in the presence of noise, J. Product. Anal. 28, 183–201 (2007)CrossRef
Zurück zum Zitat S.C. Kumbhakar, B.U. Park, L. Simar, E.G. Tsionas: Nonparametric stochastic frontiers: A local likelihood approach, J. Econ. 137(1), 1–27 (2007)CrossRef S.C. Kumbhakar, B.U. Park, L. Simar, E.G. Tsionas: Nonparametric stochastic frontiers: A local likelihood approach, J. Econ. 137(1), 1–27 (2007)CrossRef
Zurück zum Zitat L. Simar, V. Zelenyuk: Stochastic FDH/DEA estimators for frontier analysis, J. Product. Anal. 36, 1–20 (2011)CrossRef L. Simar, V. Zelenyuk: Stochastic FDH/DEA estimators for frontier analysis, J. Product. Anal. 36, 1–20 (2011)CrossRef
Zurück zum Zitat B. Park, L. Simar, V. Zelenyuk: Categorical data in local maximum likelihood: Theory and application to productivity analysis, J. Product. Anal. 43, 199–214 (2015)CrossRef B. Park, L. Simar, V. Zelenyuk: Categorical data in local maximum likelihood: Theory and application to productivity analysis, J. Product. Anal. 43, 199–214 (2015)CrossRef
Zurück zum Zitat J.P. Florens, L. Simar, I. Van Keilegom: Estimation of the Boundary of a Variable Observed with Symmetric Error, Discussion paper 2018/08, ISBA, UCL (Université Catholique de Louvain, Louvain-la-Neuve 2018) J.P. Florens, L. Simar, I. Van Keilegom: Estimation of the Boundary of a Variable Observed with Symmetric Error, Discussion paper 2018/08, ISBA, UCL (Université Catholique de Louvain, Louvain-la-Neuve 2018)
Zurück zum Zitat W. Härdle: Applied Nonparametric Regression (Cambridge Univ. Press, Cambridge 1990)CrossRef W. Härdle: Applied Nonparametric Regression (Cambridge Univ. Press, Cambridge 1990)CrossRef
Zurück zum Zitat J.P. Florens, L. Simar: Parametric approximations of non-parametric frontiers, J. Econ. 124(1), 91–116 (2005)CrossRef J.P. Florens, L. Simar: Parametric approximations of non-parametric frontiers, J. Econ. 124(1), 91–116 (2005)CrossRef
Zurück zum Zitat L. Simar, P.W. Wilson: Estimation and inference in nonparametric frontier models: Recent developments and perspectives, Found. Trends Econ. 5(3/4), 183–337 (2013) L. Simar, P.W. Wilson: Estimation and inference in nonparametric frontier models: Recent developments and perspectives, Found. Trends Econ. 5(3/4), 183–337 (2013)
Zurück zum Zitat L. Simar, P.W. Wilson: Statistical approaches for non-parametric frontier models: A guided tour, Int. Stat. Rev. 83(1), 77–110 (2015)CrossRef L. Simar, P.W. Wilson: Statistical approaches for non-parametric frontier models: A guided tour, Int. Stat. Rev. 83(1), 77–110 (2015)CrossRef
Zurück zum Zitat C. Mastromarco, L. Simar, P.W. Wilson: Non-parametric statistical analysis of production. In: Handbook of Economic Performance Analysis, ed. by W. Greene, T. ten Raa (Palgrave Macmillan, Basingstoke 2018) C. Mastromarco, L. Simar, P.W. Wilson: Non-parametric statistical analysis of production. In: Handbook of Economic Performance Analysis, ed. by W. Greene, T. ten Raa (Palgrave Macmillan, Basingstoke 2018)
Zurück zum Zitat Z. Griliches: Economic Data Issues. In: Handbook of Econometrics, Vol. 3, ed. by Z. Griliches, M. Intriligator (North Holland, Amsterdam 1986) pp. 1465–1514 Z. Griliches: Economic Data Issues. In: Handbook of Econometrics, Vol. 3, ed. by Z. Griliches, M. Intriligator (North Holland, Amsterdam 1986) pp. 1465–1514
Zurück zum Zitat Z. Griliches: Productivity, R&D, and the data constraint, Am. Econ. Rev. 84(1), 1–23 (1994) Z. Griliches: Productivity, R&D, and the data constraint, Am. Econ. Rev. 84(1), 1–23 (1994)
Zurück zum Zitat C. Parent, S. Spaccapietra: Database integration: The key to data interoperability. In: Advances in Object-Oriented Data Modeling, ed. by M.P. Papazoglou, Z. Zari (MIT Press, Cambridge 2000) pp. 221–253 C. Parent, S. Spaccapietra: Database integration: The key to data interoperability. In: Advances in Object-Oriented Data Modeling, ed. by M.P. Papazoglou, Z. Zari (MIT Press, Cambridge 2000) pp. 221–253
Zurück zum Zitat M. Luwel: The use of input data in the performance analysis of R&D systems. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, H. Schmoch (Springer, Dordrecht 2004) pp. 315–338 M. Luwel: The use of input data in the performance analysis of R&D systems. In: Handbook of Quantitative Science and Technology Research, ed. by H.F. Moed, W. Glänzel, H. Schmoch (Springer, Dordrecht 2004) pp. 315–338
Zurück zum Zitat D. Aksnes, G. Sivertsen, T.N. van Leeuwen, K.K. Wendt: Measuring the productivity of national R&D systems: Challenges in cross-national comparisons of R&D input and publication output indicators, Sci. Public Policy 44(2), 246–258 (2017) D. Aksnes, G. Sivertsen, T.N. van Leeuwen, K.K. Wendt: Measuring the productivity of national R&D systems: Challenges in cross-national comparisons of R&D input and publication output indicators, Sci. Public Policy 44(2), 246–258 (2017)
Zurück zum Zitat A. Bonaccorsi, C. Daraio: Universities and Strategic Knowledge Creation: Specialization and Performance in Europe (Edward Elgar, Cheltenham 2007)CrossRef A. Bonaccorsi, C. Daraio: Universities and Strategic Knowledge Creation: Specialization and Performance in Europe (Edward Elgar, Cheltenham 2007)CrossRef
Zurück zum Zitat A. Bonaccorsi, C. Daraio, B. Lepori, S. Slipersaeter: Indicators on individual higher education institutions: addressing data problems and comparability issues, Res. Eval. 16(2), 66–78 (2007)CrossRef A. Bonaccorsi, C. Daraio, B. Lepori, S. Slipersaeter: Indicators on individual higher education institutions: addressing data problems and comparability issues, Res. Eval. 16(2), 66–78 (2007)CrossRef
Zurück zum Zitat C. Daraio, A. Bonaccorsi, A. Geuna, B. Lepori, L. Bach, P. Bogetoft, M.F. Cardoso, E. Castro-Martinez, G. Crespi, I. Fernandez de Lucio, H. Fried, A. Garcia-Aracil, A. Inzelt, B. Jongbloed, G. Kempkes, P. Llerena, M. Matt, M. Olivares, C. Pohl, T. Raty, M.J. Rosa, C.S. Sarrico, L. Simar, S. Slipersaeter, P.N. Teixeira, P. Vanden Eeckaut: The European university landscape: A micro characterization based on evidence from the Aquameth project, Res. Policy 40(1), 148–164 (2011)CrossRef C. Daraio, A. Bonaccorsi, A. Geuna, B. Lepori, L. Bach, P. Bogetoft, M.F. Cardoso, E. Castro-Martinez, G. Crespi, I. Fernandez de Lucio, H. Fried, A. Garcia-Aracil, A. Inzelt, B. Jongbloed, G. Kempkes, P. Llerena, M. Matt, M. Olivares, C. Pohl, T. Raty, M.J. Rosa, C.S. Sarrico, L. Simar, S. Slipersaeter, P.N. Teixeira, P. Vanden Eeckaut: The European university landscape: A micro characterization based on evidence from the Aquameth project, Res. Policy 40(1), 148–164 (2011)CrossRef
Zurück zum Zitat G.E.P. Box: Science and Statistics, J. Am. Stat. Assoc. 71, 791–799 (1976)CrossRef G.E.P. Box: Science and Statistics, J. Am. Stat. Assoc. 71, 791–799 (1976)CrossRef
Zurück zum Zitat J.H. Stock: The other transformation in econometric practice: Robust tools for inference, J. Econ. Perspect. 24(2), 83–94 (2010)CrossRef J.H. Stock: The other transformation in econometric practice: Robust tools for inference, J. Econ. Perspect. 24(2), 83–94 (2010)CrossRef
Zurück zum Zitat Q. Li, J.S. Racine: Nonparametric Econometrics: Theory and Practice (Princeton Univ. Press, Princeton 2007) Q. Li, J.S. Racine: Nonparametric Econometrics: Theory and Practice (Princeton Univ. Press, Princeton 2007)
Zurück zum Zitat H.R. Varian: Big data: New tricks for econometrics, J. Econ. Perspect. 28(2), 3–27 (2014)CrossRef H.R. Varian: Big data: New tricks for econometrics, J. Econ. Perspect. 28(2), 3–27 (2014)CrossRef
Zurück zum Zitat F.J. Alexander, A. Hoisie, A. Szalay: Big data, Comput. Sci. Eng. 13(6), 10–13 (2011)CrossRef F.J. Alexander, A. Hoisie, A. Szalay: Big data, Comput. Sci. Eng. 13(6), 10–13 (2011)CrossRef
Zurück zum Zitat J.B. Cushing: Beyond Big Data?, Comput. Sci. Eng. 15(5), 4–5 (2013)CrossRef J.B. Cushing: Beyond Big Data?, Comput. Sci. Eng. 15(5), 4–5 (2013)CrossRef
Zurück zum Zitat L. Einav, J. Levin: Economics in the age of big data, Science 346(6210), 1243089 (2014)CrossRef L. Einav, J. Levin: Economics in the age of big data, Science 346(6210), 1243089 (2014)CrossRef
Zurück zum Zitat R. Rossi, K. Hirama: Characterizing big data management, Issues Inf. Sci. Inf. Technol. 12, 165–180 (2015) R. Rossi, K. Hirama: Characterizing big data management, Issues Inf. Sci. Inf. Technol. 12, 165–180 (2015)
Zurück zum Zitat S.F. Wamba, S. Akter, A. Edwards, G. Chopin, D. Gnanzou: How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study, Int. J. Prod. Econ. 165, 234–246 (2015)CrossRef S.F. Wamba, S. Akter, A. Edwards, G. Chopin, D. Gnanzou: How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study, Int. J. Prod. Econ. 165, 234–246 (2015)CrossRef
Zurück zum Zitat C. Daraio: Challenges of big data for economic modeling and management. Tools from efficiency analysis, sensitivity analysis, sensitivity auditing and physics of complex systems. In: Proc. Workshop 10/11, 2015 DIAG, Sapienza Univ. Rome, ed. by C. Daraio (Efesto Edizioni, Roma 2016) C. Daraio: Challenges of big data for economic modeling and management. Tools from efficiency analysis, sensitivity analysis, sensitivity auditing and physics of complex systems. In: Proc. Workshop 10/11, 2015 DIAG, Sapienza Univ. Rome, ed. by C. Daraio (Efesto Edizioni, Roma 2016)
Zurück zum Zitat D. Acemoglu, P. Aghion, F. Zilibotti: Vertical integration and distance to frontier, J. Eur. Economic Assoc. 1(2/3), 630–638 (2003)CrossRef D. Acemoglu, P. Aghion, F. Zilibotti: Vertical integration and distance to frontier, J. Eur. Economic Assoc. 1(2/3), 630–638 (2003)CrossRef
Zurück zum Zitat D. Acemoglu, P. Aghion, F. Zilibotti: Distance to frontier, selection, and economic growth, J. Eur. Econ. Assoc. 4(1), 37–74 (2006)CrossRef D. Acemoglu, P. Aghion, F. Zilibotti: Distance to frontier, selection, and economic growth, J. Eur. Econ. Assoc. 4(1), 37–74 (2006)CrossRef
Zurück zum Zitat J. Vandenbussche, P. Aghion, C. Meghir: Growth, distance to frontier and composition of human capital, J. Econ. Growth 11(2), 97–127 (2006)CrossRef J. Vandenbussche, P. Aghion, C. Meghir: Growth, distance to frontier and composition of human capital, J. Econ. Growth 11(2), 97–127 (2006)CrossRef
Zurück zum Zitat C.M. Chen, M.A. Delmas, M.B. Lieberman: Production frontier methodologies and efficiency as a performance measure in strategic management research, Strateg. Manag. J. 36(1), 19–36 (2015)CrossRef C.M. Chen, M.A. Delmas, M.B. Lieberman: Production frontier methodologies and efficiency as a performance measure in strategic management research, Strateg. Manag. J. 36(1), 19–36 (2015)CrossRef
Zurück zum Zitat J.E. Galán, H. Veiga, M.P. Wiper: Bayesian estimation of inefficiency heterogeneity in stochastic frontier models, J. Product. Anal. 42(1), 85–101 (2014)CrossRef J.E. Galán, H. Veiga, M.P. Wiper: Bayesian estimation of inefficiency heterogeneity in stochastic frontier models, J. Product. Anal. 42(1), 85–101 (2014)CrossRef
Zurück zum Zitat L. Bădin, C. Daraio, L. Simar: How to measure the impact of environmental factors in a non-parametric production model, Eur. J. Oper. Res. 223(3), 818–833 (2012)CrossRef L. Bădin, C. Daraio, L. Simar: How to measure the impact of environmental factors in a non-parametric production model, Eur. J. Oper. Res. 223(3), 818–833 (2012)CrossRef
Zurück zum Zitat L. Bădin, C. Daraio, L. Simar: Explaining inefficiency in non-parametric production models: The state of the art, Ann. Oper. Res. 214(1), 5–30 (2014)CrossRef L. Bădin, C. Daraio, L. Simar: Explaining inefficiency in non-parametric production models: The state of the art, Ann. Oper. Res. 214(1), 5–30 (2014)CrossRef
Zurück zum Zitat C. Daraio, L. Simar: Directional distances and their robust versions: Computational and testing issues, Eur. J. Oper. Res. 237(1), 358–369 (2014)CrossRef C. Daraio, L. Simar: Directional distances and their robust versions: Computational and testing issues, Eur. J. Oper. Res. 237(1), 358–369 (2014)CrossRef
Zurück zum Zitat C. Daraio, L. Simar, P.W. Wilson: Central limit theorems for conditional efficiency measures and tests of the “separability” condition in nonparametric, two-stage models of production, Econ. J. 21(2), 170–191 (2018) C. Daraio, L. Simar, P.W. Wilson: Central limit theorems for conditional efficiency measures and tests of the “separability” condition in nonparametric, two-stage models of production, Econ. J. 21(2), 170–191 (2018)
Zurück zum Zitat C.F. Parmeter, A.T. Wan, X. Zhang: A model averaging stochastic frontier estimator. Paper presented at the NAPW 2016 Quebec City, June 2016 C.F. Parmeter, A.T. Wan, X. Zhang: A model averaging stochastic frontier estimator. Paper presented at the NAPW 2016 Quebec City, June 2016
Zurück zum Zitat C.J. O'Donnell: Using information about technologies, markets and firm behaviour to decompose a proper productivity index, J. Econ. 190(2), 328–340 (2016)CrossRef C.J. O'Donnell: Using information about technologies, markets and firm behaviour to decompose a proper productivity index, J. Econ. 190(2), 328–340 (2016)CrossRef
Zurück zum Zitat P. Bogetoft: Performance Benchmarking: Measuring and Managing Performance (Springer, New York 2013) P. Bogetoft: Performance Benchmarking: Measuring and Managing Performance (Springer, New York 2013)
Zurück zum Zitat L. Simar, A. Vanhems, I. Van Keilegom: Unobserved heterogeneity and endogeneity in nonparametric frontier estimation, J. Econ. 190(2), 360–373 (2016)CrossRef L. Simar, A. Vanhems, I. Van Keilegom: Unobserved heterogeneity and endogeneity in nonparametric frontier estimation, J. Econ. 190(2), 360–373 (2016)CrossRef
Zurück zum Zitat C.F. Parmeter, S.C. Kumbhakar: Efficiency analysis: A primer on recent advances, Found. Trends Econ. 7(3/4), 191–385 (2014)CrossRef C.F. Parmeter, S.C. Kumbhakar: Efficiency analysis: A primer on recent advances, Found. Trends Econ. 7(3/4), 191–385 (2014)CrossRef
Zurück zum Zitat R.C. Sickles, V. Zelenyuk: Measurement of Productivity and Efficiency: Theory and Practice (Cambridge Univ. Press, Cambridge 2018), forthcoming in 2019 R.C. Sickles, V. Zelenyuk: Measurement of Productivity and Efficiency: Theory and Practice (Cambridge Univ. Press, Cambridge 2018), forthcoming in 2019
Zurück zum Zitat C. Daraio, K. Kerstens, T. Nepomuceno, R.C. Sickles: Productivity and efficiency analysis software: An exploratory bibliographical survey of the options, J. Econ. Surv. 33(1), 85–100 (2019)CrossRef C. Daraio, K. Kerstens, T. Nepomuceno, R.C. Sickles: Productivity and efficiency analysis software: An exploratory bibliographical survey of the options, J. Econ. Surv. 33(1), 85–100 (2019)CrossRef
Zurück zum Zitat D. Kahnemann, D. Lovallo, O. Sibony: Before you make that big decision, Harv. Bus. Rev. 89(6), 50–60 (2011) D. Kahnemann, D. Lovallo, O. Sibony: Before you make that big decision, Harv. Bus. Rev. 89(6), 50–60 (2011)
Zurück zum Zitat J.W. Creswell, P.V.L. Clark: Designing and conducting mixed methods research (Sage, Thousand Oaks 2011) J.W. Creswell, P.V.L. Clark: Designing and conducting mixed methods research (Sage, Thousand Oaks 2011)
Zurück zum Zitat National Research Council: Convergence: Facilitating Transdisciplinary Integration of Life Sciences, Physical Sciences, Engineering, and Beyond (National Academies Press, Washington DC 2014) National Research Council: Convergence: Facilitating Transdisciplinary Integration of Life Sciences, Physical Sciences, Engineering, and Beyond (National Academies Press, Washington DC 2014)
Metadaten
Titel
Econometric Approaches to the Measurement of Research Productivity
verfasst von
Cinzia Daraio
Copyright-Jahr
2019
Verlag
Springer International Publishing
DOI
https://doi.org/10.1007/978-3-030-02511-3_24

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.