The relationship among research productivity, research collaboration, and their determinants

This work provides an in-depth analysis of the relation between the different types of collaboration and research productivity, showing how both are influenced by some personal and organizational variables. By applying different cross-lagged panel models, we are able to analyze the relationship among research productivity, collaboration and their determinants. In particular, we show that only collaboration at intramural and domestic level has a positive effect on research productivity. Differently, all the forms of collaboration are positively affected by research productivity. The results can favor the reexamination of the theories related to these issues, and inform policies that would be more suited to their management.

[1]  Pierre Azoulay,et al.  Superstar Extinction , 2008 .

[2]  Geoff Kaine,et al.  The determinants of research performance: A study of Australian university economists , 1994 .

[3]  Marshall H. Medoff,et al.  Collaboration and the quality of economics research , 2003 .

[4]  Lorenzo Ductor Does Co‐Authorship Lead to Higher Academic Productivity? , 2015 .

[5]  Donald de B. Beaver,et al.  Studies in scientific collaboration , 2005, Scientometrics.

[6]  Vinod Mishra,et al.  Are more senior academics really more research productive than junior academics? Evidence from Australian law schools , 2013, Scientometrics.

[7]  P. Allison Fixed Effects Regression Methods for Longitudinal Data Using SAS® , 2005 .

[8]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[9]  Elizabeth A. Corley,et al.  Scientists' collaboration strategies: implications for scientific and technical human capital , 2004 .

[10]  Barry Bozeman,et al.  The Impact of Research Collaboration on Scientific Productivity , 2005 .

[11]  Kevin L. Ross,et al.  A STUDY OF THE PUBLICATION OF SCHOLARLY OUTPUT IN ECONOMICS JOURNALS , 1992 .

[12]  Fabian Waldinger,et al.  Quality Matters: The Expulsion of Professors and the Consequences for PhD Student Outcomes in Nazi Germany , 2010, Journal of Political Economy.

[13]  Giovanni Abramo,et al.  Variation in research collaboration patterns across academic ranks , 2014, Scientometrics.

[14]  Tony Dale,et al.  Science from the periphery: Collaboration, networks and 'Periphery Effects' in the citation of New Zealand Crown Research Institutes articles, 1995-2000 , 2003, Scientometrics.

[15]  John C. Smart,et al.  Career Publication Patterns and Collaborative “Styles” in American Academic Science , 1991 .

[16]  Vincent Larivière,et al.  Canadian collaboration networks: A comparative analysis of the natural sciences, social sciences and the humanities , 2006, Scientometrics.

[17]  P. Kuppens,et al.  Emotional Inertia and Psychological Maladjustment , 2010, Psychological science.

[18]  Cristiano Giuffrida,et al.  A heuristic approach to author name disambiguation in bibliometrics databases for large-scale research assessments , 2011, J. Assoc. Inf. Sci. Technol..

[19]  Giovanni Abramo,et al.  The combined effects of age and seniority on research performance of full professors , 2016, ArXiv.

[20]  Kristopher J Preacher,et al.  New developments in latent variable panel analyses of longitudinal data , 2007 .

[21]  Giovanni Abramo,et al.  Gender differences in research productivity: A bibliometric analysis of the Italian academic system , 2009, Scientometrics.

[22]  Nabil Amara,et al.  The impact of transaction costs on the institutional structuration of collaborative academic research , 1998 .

[23]  David L. Kaserman,et al.  The Rising Incidence of Co-authorship in Economics: Further Evidence , 1988 .

[24]  Yu Xie,et al.  Sex differences in research productivity : New evidence about an old puzzle , 1998 .

[25]  L. Keele,et al.  A General Approach to Causal Mediation Analysis , 2010, Psychological methods.

[26]  Steven B. Andrews,et al.  Structural Holes: The Social Structure of Competition , 1995, The SAGE Encyclopedia of Research Design.

[27]  W. Shrum,et al.  Professional networks, scientific collaboration, and publication productivity in resource-constrained research institutions in a developing country , 2011 .

[28]  Asao Ando,et al.  The relationship between research performance and international collaboration in chemistry , 2013, Scientometrics.

[29]  Giovanni Abramo,et al.  Gender differences in research collaboration , 2013, J. Informetrics.

[30]  Ulrich Schmoch,et al.  Are international co-publications an indicator for quality of scientific research? , 2008, Scientometrics.

[31]  Terje Bruen Olsen,et al.  Does the aging of tenured academic staff affect the research performance of universities? , 2008, Scientometrics.

[32]  Paula E. Stephan,et al.  Research Productivity over the Life Cycle: Evidence for Academic Scientists , 1991 .

[33]  Stephen Cole,et al.  Social Stratification in Science , 1974 .

[34]  J. Rigby,et al.  Peering inside research networks: Some observations on the effect of the intensity of collaboration on the variability of research quality , 2005 .

[35]  Zi-Lin He,et al.  Research collaboration and research output: A longitudinal study of 65 biomedical scientists in a New Zealand university , 2009 .

[36]  Tindaro Cicero,et al.  What is the appropriate length of the publication period over which to assess research performance? , 2012, Scientometrics.

[37]  Peter van den Besselaar,et al.  Gender differences in scientific productivity: a persisting phenomenon? , 2012, Scientometrics.

[38]  M. Sobel Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[39]  Dawn Iacobucci,et al.  Methods Dialogue Mediation analysis and categorical variables: The final frontier ☆ , 2012 .

[40]  Thed N. van Leeuwen,et al.  A bibliometric classificatory approach for the study and assessment of research performance at the individual level: The effects of age on productivity and impact , 2010, J. Assoc. Inf. Sci. Technol..

[41]  Kristopher J Preacher,et al.  Mediation Models for Longitudinal Data in Developmental Research , 2009 .

[42]  Kristopher J Preacher,et al.  Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models , 2008, Behavior research methods.

[43]  Giovanni Abramo,et al.  The collaboration behaviors of scientists in Italy: A field level analysis , 2013, J. Informetrics.

[44]  Jesús Rey-Rocha,et al.  Team consolidation, social integration and scientists’ research performance: An empirical study in the Biology and Biomedicine field , 2008, Scientometrics.

[45]  Michele Pezzoni,et al.  Scientific Productivity and Academic Promotion: A Study on French and Italian Physicists. NBER Working Paper No. 16341. , 2010 .

[46]  F. Veloso,et al.  The determinants of research output and impact: A study of Mexican researchers , 2007 .

[47]  Eldon Y. Li,et al.  Co-authorship networks and research impact: A social capital perspective , 2013 .

[48]  F. Lissoni,et al.  Career progress in centralized academic systems: Social capital and institutions in France and Italy , 2012 .

[49]  A. Hollis Co-authorship and the output of academic economists , 2001 .

[50]  Jung Cheol Shin,et al.  Multilevel analysis of academic publishing across disciplines: research preference, collaboration, and time on research , 2010, Scientometrics.

[51]  Giovanni Abramo,et al.  Publication Rates in 192 Research Fields of the Hard Sciences , 2015, ISSI.

[52]  Ke-Hai Yuan,et al.  8. Outliers, Leverage Observations, and Influential Cases in Factor Analysis: Using Robust Procedures to Minimize Their Effect , 2008 .

[53]  Monica Gaughan,et al.  How do men and women differ in research collaborations? An analysis of the collaborative motives and strategies of academic researchers☆ , 2011 .

[54]  R. Merton The Matthew Effect in Science , 1968, Science.

[55]  Julia Melkers,et al.  The Social Capital of Global Ties in Science: The Added Value of International Collaboration , 2010 .

[56]  Donald de B. Beaver,et al.  Reflections on Scientific Collaboration (and its study): Past, Present, and Future , 2001, Scientometrics.

[57]  Giovanni Abramo,et al.  How do you define and measure research productivity? , 2014, Scientometrics.

[58]  Giovanni Abramo,et al.  Research productivity: Are higher academic ranks more productive than lower ones? , 2011, Scientometrics.

[59]  Jeffrey M. Woodbridge Econometric Analysis of Cross Section and Panel Data , 2002 .

[60]  D. Krackhardt,et al.  The impact of network embeddedness on research output , 2013 .

[61]  Y. Caloghirou,et al.  Dynamic capabilities and their indirect impact on firm performance , 2012 .

[62]  María Bordons,et al.  Productivity, impact and publication habits by gender in the area of Materials Science , 2006, Scientometrics.

[63]  Svein Kyvik,et al.  Child Care, Research Collaboration, and Gender Differences in Scientific Productivity , 1996 .

[64]  Jens-Christian Smeby,et al.  Departmental Contexts and Faculty Research Activity in Norway , 2005 .

[65]  Giovanni Abramo,et al.  The relationship between scientists’ research performance and the degree of internationalization of their research , 2011, Scientometrics.

[66]  Steven E. Finkel,et al.  Causal Analysis With Panel Data , 1995, SAGE Research Methods Foundations.

[67]  Greg J. Duncan,et al.  Covariance Structure Models for Fixed and Random Effects , 2001 .

[68]  F. J. Rijnsoever,et al.  A resource-based view on the interactions of university researchers , 2008 .

[69]  David N. Laband,et al.  Publishing Favoritism: A Critique of Department Rankings Based on Quantitative Publishing Performance , 1985 .

[70]  Reinhilde Veugelers,et al.  The great divide in scientific productivity: why the average scientist does not exist , 2011 .

[71]  Thomas Hildebrand,et al.  The distribution of partnership returns: Evidence from co-authorships in economics journals , 2014 .

[72]  J. S. Katz,et al.  What is research collaboration , 1997 .

[73]  Albert A. Cannella,et al.  Social Capital and Knowledge Creation: Diminishing Returns of the Number and Strength of Exchange Relationships , 2004 .

[74]  Jane L. Lehr,et al.  Athena Unbound: The Advancement of Women in Science and Technology , 2001 .

[75]  Shahadat UddinLiaquat Trend and efficiency analysis of co-authorship network , 2012 .

[76]  Vincent Larivière,et al.  Sex differences in research funding, productivity and impact: an analysis of Québec university professors , 2011, Scientometrics.

[77]  Alison M. Konrad,et al.  Causality Between High-Performance Work Systems and Organizational Performance , 2017 .

[78]  AbramoGiovanni,et al.  How do you define and measure research productivity , 2014 .

[79]  Ellen L Hamaker,et al.  A critique of the cross-lagged panel model. , 2015, Psychological methods.

[80]  Flora F. Tien,et al.  Faculty Rank System, Research Motivation, and Faculty Research Productivity: Measure Refinement and Theory Testing , 1996 .

[81]  Réjean Landry,et al.  An econometric analysis of the effect of collaboration on academic research productivity , 1996 .

[82]  Jonathan,et al.  THE PRODUCTIVITY PUZZLE : PERSISTENCE AND CHANGE IN PATTERNS OF PUBLICATION OF MEN AND WOMEN SCIENTISTS , 2004 .