Skip to main content
Log in

Research incentives and research output

  • Published:
Higher Education Aims and scope Submit manuscript

Abstract

This paper first briefly reviews the worldwide development of the size of the university sector, its research merits and authorities’ use of incentive systems for its academic staff. Then, the paper develops a static model of a researcher’s behaviour, aiming to discuss how different salary reward schemes and teaching obligations influence his or her research merits. Moreover, special focus is placed on discussing the importance of the researcher’s skills and of working in solid academic environments for quality research. The main findings are as follows: First, research achievements will improve irrespective of the relative impact quantity and quality of research have on researchers’ salaries. Second, small changes in fixed salary and teaching duties will not influence the amount of time academics spend on research and, as such, their research merits. Third, because research productivity, i.e. the number of pages written and research quality increase with the researcher’s skills and effort, both these figures signal a researcher’s potential when adjusting for his or her age and the kind of research carried out. Finally, because researchers’ utility depends on factors beyond salary and leisure time, employers have a number of instruments to use in order to attract skilled researchers in a globalised market.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. In Hanssen and Jørgensen (2014), Hanssen and Jørgensen (2015) and Hanssen et al. (2018), a researcher’s skills are measured by the number of times his works are cited.

  2. Here and throughout the article the notation YX means the partial derivative of Y with respect to X etc.

  3. A thorough discussion of quasi-concave functions can be found in Sydsæther and Hammond (2006).

  4. It is reasonable to assume a positive monotonic relationship between the number of pages produced (P) and the number of article equivalent (AE). Note that AE is not the same as the value of the publication indicator (PI) used in Norway. PI is a weighted average of the number of article equivalents using the journals’ impact factors as weights. Hence, the value of PI depends on both P and Q.

  5. The assumption made that the marginal influence on salary of increased research quality is non-increasing may be open to debate, but most universities (at least in Europe) have wage systems that limit large wage differentials among the staff.

  6. \( {\left(-\frac{\partial I}{\partial t}\right)}_{Q={Q}^{\ast }}=\frac{Q_t^{\hbox{'}}}{Q_I^{\hbox{'}}} \) and/or \( {\left(-\frac{\partial I}{\partial T}\right)}_{Q={Q}^{\ast }}=\frac{Q_T^{\hbox{'}}}{Q_I^{\hbox{'}}} \) diminish rapidly.

  7. In Norway, for example, general guidelines indicate that professors and associate professors should not use more than approximately 50% of their working time on teaching and administrative duties. Figures from Egeland and Bergene (2012) show, however, that these groups use only 30% of their total working time for research.

  8. Based on our a priori assumptions about the functional forms, it is reasonable to assume that the second-order conditions are met.

  9. \( {\left(-\frac{\partial T}{\partial t}\right)}_{Q={Q}^{\ast }}=\frac{Q_t}{Q_T} \) .

  10. \( {\left(-\frac{\partial E}{\partial P}\right)}_{S={S}^{\ast }}=\frac{S_P}{S_E} \), \( {\left(-\frac{\partial L}{\partial P}\right)}_{U={U}^{\ast }}=\frac{U_P}{U_L} \) .

  11. 1 €≈9.5 NOK.

  12. \( {\left(-\frac{\partial S}{\partial Q}\right)}_{U={U}^{\ast }}=\frac{U_Q}{U_S} \)

  13. \( \frac{U_S}{U_P}=\frac{\beta_1}{\beta_3} \), \( \frac{U_S}{U_Q}=\frac{\beta_1}{\beta_4}, \) \( \frac{U_P}{U_Q}=\frac{\beta_3}{\beta_4},\frac{U_L}{U_S}=\frac{\beta_2}{L\bullet {\beta}_1}\ \frac{U_L}{U_P}=\frac{\beta_2}{L\bullet {\beta}_3} \), \( \frac{U_L}{U_Q}=\frac{\beta_2}{L\bullet {\beta}_4}. \) A thorough discussion of different types of utility functions can be found in Nechyba (2011).

  14. Our specification of the quality function implies that the marginal rates of substitution between t, T and I are holding quality constant are \( \frac{\partial t}{\partial T}=-\frac{\alpha_2}{\alpha_1}\bullet \frac{t}{T},\frac{\partial t}{\partial I}=-\frac{\alpha_3}{\alpha_1}\bullet \frac{t}{I} \),\( \frac{\partial T}{\partial I}=-\frac{\alpha_3}{\alpha_2}\bullet \frac{T}{I} \)

  15. The values of τ0, τ1, τ2 and D can, to some extent, vary among universities within the same country, but in many European countries, trade unions and central authorities can affect these figures, in particular τ0.

  16. The interrelationships between the effects on work effort of intrinsic motivation and external payment schemes is discussed in Grepperud and Pedersen (2006).

References

  • Aagaard, K., Bloch, C., Schneider, J. W., Henriksen, D., Ryan, T. K., Lauridsen, P. S. (2014). Evaluering af den norske publiceringsindikator. Aarhus, Dansk Center for Forskningsanalyse, Institut for Statskundskab, Aarhus Universitet. (In Danish). [Evaluation of the Norwegian publication indicator].

  • Aghion, P., Dewatripont, M., Hoxby, C., Mas-Colell, A. & Sapir, A. (2007) Why reform Europe’s universities. Bruegel Policy Brief. http://bruegel.org/wp-content/uploads/imported/publications/pbf_040907_universities.pdf .

  • Aghion, P., Dewatripont, M., Hoxby, C., Mas-Colell, A., & Sapir, A. (2010). The governance and performance of universities: Evidence from Europe and the US. Economic Policy, 25, 7–59.

    Article  Google Scholar 

  • Azoulay, P., Zivin, J. S. G., & Wang, J. (2010). Superstar extinction. Quarterly Journal of Economics, 125, 549–589.

    Article  Google Scholar 

  • Becker, G. S. (1964). Human capital: A theoretical and empirical analysis with special reference to education. Chicago: The University of Chicago Press.

    Google Scholar 

  • Bleiklie, I. (1998). Justifying the evaluative state: New public management ideals in higher education. European Journal of Education, 33, 299–316.

    Google Scholar 

  • Bornmann, L. (2017). Measuring impact in research evaluations: A thorough discussion of methods for, effects of and problems with impact measurements. Higher Education, 73, 775–787.

    Article  Google Scholar 

  • Brown, H. (1972). History and the learned journal. Journal of the History of Ideas, 33, 365–378.

    Article  Google Scholar 

  • Browne, J., Barber, M., Coyle, D., Eastwood, D., King, J., Naik, R., Sands, P. (2010) Securing a sustainable future for higher education - An independent review of higher education funding & student finance.

  • Butler, L. (2004). What happens when funding is linked to publication counts? In H. F. Moed, W. Glänzel, & U. Schmoch (Eds.), Handbook of quantitative science and technology. Dordrecht: Kluwer Academic Publishers.

    Google Scholar 

  • Colussi, T. (2017) Social ties in academia: a friend is a treasure. The Review of Economics and Statistics, https://doi.org/10.1162/REST_a_00666.

    Article  Google Scholar 

  • de Lourdes Machado-Taylor, M., Meira Soares, V., Brites, R., Brites Ferreira, J., Farhangmehr, M., Gouveia, O. M. R., & Peterson, M. (2016). Academic job satisfaction and motivation: Findings from a nationwide study in Portuguese higher education. Studies in Higher Education, 41, 541–559.

    Article  Google Scholar 

  • Delgado-Márquez, B. L., Escudero-Torres, M. A., & Hurtado-Torres, N. E. (2013). Being highly internationalised strengthens your reputation: An empirical investigation of top higher education institutions. Higher Education, 66, 619–633.

    Article  Google Scholar 

  • Dimov, D. P., & Shepherd, D. A. (2005). Human capital theory and venture capital firms: Exploring “home runs” and “strike outs”. Journal of Business Venturing, 20, 1–21.

    Article  Google Scholar 

  • Dries, N., Pepermans, R., & Carlier, O. (2008). Career success: Constructing a multidimensional model. Journal of Vocational Behavior, 73, 254–267.

    Article  Google Scholar 

  • Egeland, C., & Bergene, A. C. (2012). Tidsbruk, arbeidstid og tidskonflikter i den norske universitets. og høgskolesektoren. Oslo, Arbeidsforskningsinstituttet. (In Norwegian). [Time use, working hours and time conflicts in Norwegian higher education].

  • Elken, M., Hovdhaugen, E., & Stensaker, B. (2016). Global rankings in the Nordic region: Challenging the identity of research-intensive universities? Higher Education, 72, 781–795.

    Article  Google Scholar 

  • Enders, J., & Westerheijden, D. F. (2014). The Dutch way of new public management: A critical perspective on quality assurance in higher education. Policy and Society, 33, 189–198.

    Article  Google Scholar 

  • Ericsson, A., Krampe, R. T., & Tesch-Römer, C. (1993). The role of deliberate practice in the acquisition of expert performance. Psychological Review, 100, 363–406.

    Article  Google Scholar 

  • Furnham, A., & Monsen, J. (2009). Personality traits and intelligence predict academic school grades. Learning and Individual Differences, 19, 28–33.

    Article  Google Scholar 

  • Grepperud, S., & Pedersen, P. A. (2006). Crowding effects and work ethics. Labour, 20, 125–138.

    Article  Google Scholar 

  • Hægeland, T., Ervik, A. O., Hansen, H. F., Hervik, A., Lommerud, K. E., Ringdal, O., Sahlin, K., Steinveg, B. E. Stensaker, B. (2014). Finansiering for kvalitet, mangfold og samspill. Nytt finansieringssystem for universiteter og høyskoler. Oslo, Kunnskapsdepartementet. (In Norwegian). [Funding for quality, variety and interaction. New funding system for universities and colleges].

  • Hambrick, D. Z., & Meinz, E. J. (2011). Limits on the predictive power of domain-specific experience and knowledge in skilled performance. Current Directions in Psychological Science, 20, 275–279.

    Article  Google Scholar 

  • Hanssen, T.-E. S., & Jørgensen, F. (2014). Citation counts in transportation research. European Transport Research Review, 6, 205–212.

    Article  Google Scholar 

  • Hanssen, T.-E. S., & Jørgensen, F. (2015). The value of experience in research. Journal of Informetrics, 9, 16–24.

    Article  Google Scholar 

  • Hanssen, T.-E. S., Jørgensen, F., & Larsen, B. (2018) The relation between the quality of research, researchers´ experience, and their academic environment. Scientometrics, https://doi.org/10.1007/s11192-017-2580-y.

    Article  Google Scholar 

  • Hesli, V. L., & Lee, J. M. (2013). Job satisfaction in academia: Why are some faculty members happier than others? PS: Political Science & Politics, 46, 339–354.

    Google Scholar 

  • Hicks, D. (2012). Performance-based university research funding systems. Research Policy, 41, 251–261.

    Article  Google Scholar 

  • Horta, H., Dautel, V., & Veloso, F. M. (2012). An output perspective on the teaching–research nexus: An analysis focusing on the United States higher education system. Studies in Higher Education, 37, 171–187.

    Article  Google Scholar 

  • Hüther, O., & Krücken, G. (2013). Hierarchy and power: A conceptual analysis with particular reference to new public management reforms in German universities. European Journal of Higher Education, 3, 307–323.

    Article  Google Scholar 

  • Igami, M., Nagaoka, S., & Walsh, J. P. (2015). Contribution of postdoctoral fellows to fast-moving and competitive scientific research. Journal of Technology Transfer, 40, 723–741.

    Article  Google Scholar 

  • Ioannidis, J. P. A., Boyack, K. W. & Klavans, R. (2014). Estimates of the continuously publishing core in the scientific workforce. PLoS ONE, 9(7), 1–10

    Article  Google Scholar 

  • Janger, J., & Nowotny, K. (2016). Job choice in academia. Research Policy, 45, 1672–1683.

    Article  Google Scholar 

  • Jinha, A. (2010). Article 50 million: An estimate of the number of scholarly articles in existence. Learned Publishing, 23, 258–263.

    Article  Google Scholar 

  • Jørgensen, F., & Wentzel-Larsen, T. (1995). En modell for en forskers tilpasning. Norsk Økonomisk Tidsskrift, 109, 205–228 (In Norwegian). [A model for a researchers behavior].

    Google Scholar 

  • Jung, J. (2014). Research productivity by career stage among Korean academics. Tertiary Education and Management, 20, 85–105.

    Article  Google Scholar 

  • Kallio, K. M., & Kallio, T. J. (2014). Management-by-results and performance measurement in universities - implications for work motivation. Studies in Higher Education, 39, 574–589.

    Article  Google Scholar 

  • Kenna, R., & Berche, B. (2011). Critical mass and the dependency of research quality on group size. Scientometrics, 86, 527–540.

    Article  Google Scholar 

  • Kim, T. (2017). Academic mobility, transnational identity capital, and stratification under conditions of academic capitalism. Higher Education, 73, 981–997.

    Article  Google Scholar 

  • KUNNSKAPSDEPARTEMENTET (2015). Forskningsbarometeret 2015. Oslo. (In Norwegian). [Research barometer 2015].

  • Kwiek, M. (2015). The European research elite: a cross-national study of highly productive academics in 11 countries. Higher Education, 71, 379–397.

    Article  Google Scholar 

  • Kyvik, S., & Aksnes, D. W. (2015). Explaining the increase in publication productivity among academic staff: A generational perspective. Studies in Higher Education, 40, 1438–1453.

    Article  Google Scholar 

  • Larivière, V. (2012). On the shoulders of students? The contribution of PhD students to the advancement of knowledge. Scientometrics, 90, 463–481.

    Article  Google Scholar 

  • Larivière, V., & Costas, R. (2016). How many is too many? On the relationship between research productivity and impact. PLoS One, 11, e0162709.

    Article  Google Scholar 

  • Levin, S. G., & Stephan, P. E. (1991). Research productivity over the life cycle: Evidence for academic scientists. The American Economic Review, 81, 114–132.

    Google Scholar 

  • Lorenz, C. (2012). If you’re so smart, why are you under surveillance? Universities, neoliberalism, and new public management. Critical Inquiry, 38, 599–629.

    Article  Google Scholar 

  • Ma, A., Mondragón, R. J., & Latora, V. (2015). Anatomy of funded research in science. Proceedings of the National Academy of Sciences of the United States of America, 112, 14760–14765.

    Article  Google Scholar 

  • Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107, 407–437.

    Article  Google Scholar 

  • Manuelli, R. E., & Seshadri, A. (2014). Human capital and the wealth of nations. American Economic Review, 104, 2736–2762.

    Article  Google Scholar 

  • Nechyba, T. (2011). Microeconomics: An intuitive approach with calculus. Stamford: Cengage Learning.

    Google Scholar 

  • OECD (2014a). Education at a glance 2014. Paris.

  • OECD. (2014b). Main science and technology indicators. Paris: OECD.

    Google Scholar 

  • Petersen, A. M., Fortunato, S., Pan, R. K., Kaski, K., Penner, O., Rungi, A., Riccaboni, M., Stanley, H. E., & Pammolli, F. (2014). Reputation and impact in academic careers. Proceedings of the National Academy of Sciences, 111, 15316–15321.

    Article  Google Scholar 

  • Piro, F. N., Aksnes, D. W., & Rørstad, K. (2013). A macro analysis of productivity differences across fields: Challenges in the measurement of scientific publishing. Journal of the American Society for Information Science and Technology, 64, 307–320.

    Article  Google Scholar 

  • Rørstad, K., & Aksnes, D. W. (2015). Publication rate expressed by age, gender and academic position—a large-scale analysis of Norwegian academic staff. Journal of Informetrics, 9, 317–333.

    Article  Google Scholar 

  • Sandström, U., & van den Besselaar, P. (2016). Quantity and/or quality? The importance of publishing many papers. PLoS One, 11, e0166149.

    Article  Google Scholar 

  • Schofer, E., & Meyer, J. W. (2005). The worldwide expansion of higher education in the twentieth century. American Sociological Review, 70, 898–920.

    Article  Google Scholar 

  • Schubert, T. (2009). Empirical observations on new public management to increase efficiency in public research—Boon or bane? Research Policy, 38, 1225–1234.

    Article  Google Scholar 

  • Stankiewicz, R. (1979). The size and age of Swedish academic research groups and their scientific performance. In F. M. Andrews (Ed.), Scientific productivity. The effectiveness of research groups in six countries. Cambridge: Cambridge University Press.

    Google Scholar 

  • Stokey, N. L. (1991). Human capital, product quality, and growth. The Quarterly Journal of Economics, 106, 587–616.

    Article  Google Scholar 

  • Stremersch, S., Verniers, I., & Verhoef, P. C. (2007). The quest for citations: Drivers of article impact. Journal of Marketing, 71, 171–193.

    Article  Google Scholar 

  • Swidler, S., & Goldreyer, E. (1998). The value of a finance journal publication. Journal of Finance, 53, 351–363.

    Article  Google Scholar 

  • Sydsæther, K., & Hammond, P. (2006). Essential mathematics for economic analysis. Upper Saddle River: Prentice-Hall.

    Google Scholar 

  • Tolofari, S. (2005). New public management and education. Policy Futures in Education, 3, 75–89.

    Article  Google Scholar 

  • Tremblay, K., Lalancette, D. & Roseveare, D. (2012). Assessment of higher education learning outcomes. Feasibility study report. Volume 1 - design and implementation. OECD. 270 pp.

  • von Hippel, T., & von Hippel, C. (2015). To apply or not to apply: A survey analysis of grant writing costs and benefits. PLoS One, 10.

  • Ware, M. (2006). Scientific publishing in transition: An overview of current developments. Mark Ware Consulting Ltd: Bristol.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Finn Jørgensen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jørgensen, F., Hanssen, TE.S. Research incentives and research output. High Educ 76, 1029–1049 (2018). https://doi.org/10.1007/s10734-018-0238-1

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10734-018-0238-1

Keywords

JEL

Navigation