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Printed and forthcoming articles

"An epigenome-wide association study meta-analysis of educational attainment", R.K. Linnér, R.E. Marioni, C.A. Rietveld, …, I. Deary, P.D. Koellinger, D.J. Benjamin. Molecular Psychiatry, 2017. Forthcoming.

"Genome-wide association meta-analysis of 78,308 individuals identifies new loci and genes influencing human intelligence", S. Sniekers, K. Wantanabe, P.R. Jansen,... P.D. Koellinger,... , D. Posthuma. Nature Genetics, 49, 1107–1112 2017. doi:10.1038/ng.3869

"Meta-GWAS accuracy and power (MetaGAP) calculator shows that hiding heritability is partially due to imperfect genetic correlations across studies", R. de Vlaming, A. Okbay, C.A. Rietveld, M. Johannesson, P.K.E. Magnusson, A.G. Uitterlinden, F.J.A. van Rooij, A. Hofman, P.J.F. Groenen, A.R. Thurik, and P.D. Koellinger. Plos Genetics, 13(1): e1006495, 2017. doi:10.1371/journal.pgen.1006495

"How does the gender and attractiveness of the supervisor influence the performance of supervisees? Implications for hiring processes in new ventures", with Joern Block. International Review of Entrepreneurship, 14(4), 2016.  

"Genome-wide analysis identifies 12 loci influencing human reproductive behavior", N. Barban, R. Jansen, R. de Vlaming, A. Vaez, J.J. Mandemakers, Felix C. Tropf, X. shen, J.F. Wilson, D.I. Chasman, I.M. Nolte, V. Tragante, S.W. van der Laan, J.R.B. Perry, A. Kong, ... D. J. Benjamin, D. Cesarini, P.D. Koellinger, M. den Hoed, H. Snieder, M.C. Mills. Nature Genetics, 48, 1462–1472, 2016. doi:10.1038/ng.3698.

"Do affective states influence risk preferences? Evidence from incentive-compatible experiments",
T. Treffers, P.D. Koellinger, A. Picot. Schmalenbach Business Review, 17, 309-335. 2016. doi:10.1007/s41464-016-0018-3.

"Genome-wide association study identifies 74 loci associated with educational attainment", A. Okbay, J.P. Beauchamp, M.A. Fontana, J.J. Lee, T.H. Pers, C.A. Rietveld, P. Turley,..., P.M. Visscher, T. Esko, P.D. Koellinger, D. Cesarini, D.J. Benjamin. Nature, 533, 539–542, 2016.  doi:10.1038/nature17671.

"Genetic variants associated with subjective well-being, depressive symptoms and neuroticism identified through genome-wide analyses", A. Okbay, B.M.L. Baselmans, J.-E. de Neve, P. Turley, M.G. Nivard, M.A. Fontana, S.F.W. Meddens, R.K. Linner, C.A. Rietveld,..., R.F. Krueger, J.P. Beauchamp, P.D. Koellinger, D.J. Benjamin, M. Bartels, D. Cesarini. Nature Genetics, 48, 624-633, 2016. doi:10.1038/ng.3552.

"Sadder but wiser: The effects of emotional states on ambiguity attitudes", A. Baillon, P.D. Koellinger, T. Treffers. Journal of Economic Psychology, 53, 67-82, 2016. http://dx.doi.org/10.1016/j.joep.2015.12.008.

"Joy leads to overconfidence – and a simple countermeasure", P.D. Koellinger, T. Treffers. PLoS ONE 10(12): e0143263, 2015. doi:10.1371/journal.pone.0143263.

"Polygenic risk scores for schizophrenia and bipolar disorder predict creativity", R. A. Power, S. Steinberg, G. Bjornsdottir, C.A. Rietveld, A. Abdelloui, M.M. Nivard, M. Johannesson, T. Galesloot, J.J. Hottenga, G. Willemsen, D. Cesarini, D.J. Benjamin, P.K.E. Magnusson, F. Ullén, H. Tiemeier, A. Hofman, F.J. van Rooij, G.B. Walters, E. Sigurdsson, T.E. Thorgeirsson, A. Ingason, A. Helgason, A. Kong, L.A. Kiemeney, P.D. Koellinger, D.I. Boomsma, D. Gudbjartsson, H. Stefansson, K. Stefansson, Nature Neuroscience, 18, 953-955, 2015. doi: 10.1038/nn.4040

"Directional dominance on stature and cognition in diverse human populations", with the ROHgen consortium, Nature, 523, 459-462, 2015. doi: 10.1038/nature14618

"Self-Employed but looking: A labor market experiment”, P. Koellinger, J. Mell, T. Michl, I. Pohl, C. Roessler, Economica, 82(325), 137-161, 2015. Also available as ERIM Report ERS-2012-022-ORG.

"Biological insights from 73 genetic loci associated with educational attainment", A. Okbay, T. Esko, M. Fontana, P. Turley, J. Beauchamp, C. Rietveld, F. Meddens, P.D. Koellinger, D. Benjamin, D. Cesarini, Behavior Genetics, 45, 2015, Behavior Genetics Association 45th Annual Meeting Abstracts. doi: 10.1007/s10519-015-9742-6

"Testing the implicit GWAS assumption of similar SNP effects across cohorts using GREML“, R. de Vlaming, A. Okbay, P.D. Koellinger, C. Rietveld, D. Benjamin, D. Cesarini, P. Groenen, R. Thurik, Behavior Genetics, 45, 2015, Behavior Genetics Association 45th Annual Meeting Abstracts. doi: 10.1007/s10519-015-9742-6

“Pleiotropy with educational attainment: results based on a GWAS with 300,000 Individuals“, J. Beauchamp, P. Turley, M. Fontana, A. Okbay, J. Lee, C. Rietveld, R. De Vlaming, P. Visscher, T. Esko, P.D. Koellinger, D. Cesarini, D. Benjamin, Behavior Genetics, 45, 2015, Behavior Genetics Association 45th Annual Meeting Abstracts. doi: 10.1007/s10519-015-9742-6

“Genome-wide association meta-analyses for happiness, satisfaction with life and wellbeing; the sequel“, M. Bartels, A. Okbay, J. Derringer, B. Baselmans, J.E. De Neve, C. Rietveld, D. Cesarini, B. Krueger, D. Benjamin, P.D. Koellinger, Behavior Genetics, 45, 2015, Behavior Genetics Association 45th Annual Meeting Abstracts. doi: 10.1007/s10519-015-9742-6

"Proxy-phenotype approach identifies common genetic variants associated with cognitive performance", C.A. Rietveld, …, P.M. Visscher, D.J. Benjamin, D. Cesarini, P.D. Koellinger, Proceedings of the National Academy of Sciences of the United States of America, 111(38), 13790–13794, 2014. doi: 10.1073/pnas.1404623111

"Replicability and robustness of GWAS for behavioral traits", C.A. Rietveld, …, P.M. Visscher, D.J. Benjamin, D. Cesarini, P.D. Koellinger, Psychological Science
25(11), 1975-1986, 2014. doi: 10.1177/0956797614545132

"Genetic variation associated with differential educational attainment in adults has anticipated associations with school performance in children",  M.E. Ward, G. McMahon, B. St Pourcain, D.M. Evans, C.A. Rietveld, D.J. Benjamin, P.D. Koellinger, D. Cesarini, The Social Science Genetic Association Consortium, G. Davey Smith, N.J. Timpson, PLoS ONE 9(7): e100248, 2014.

"Replicability and robustness of GWAS for behavioral traits“, C. Rietveld, D. Conley, N. Eriksson, T. Esko, S. Medland, A. Vinkhuyzen, P. Visscher, D. Cesarini, D. Benjamin, P.D. Koellinger, Behavior Genetics, 44, 680, 2014, Behavior Genetics Association 44th Annual Meeting Abstracts.

“Educational attainment is influenced by genetic variation in synaptic and glial functioning“, T. Polderman, A. Hammerschlag, C. De Leeuw, M. Verheijen, G. Smit, R. Toonen, M. Verhage, P.D. Koellinger, D. Posthuma, Behavior Genetics, 44, 678, 4 2014, Behavior Genetics Association 44th Annual Meeting Abstracts.

"Distinct loci in the CHRNA5/CHRNA3/CHRNB4 gene cluster are associated with onset
of regular smoking", Genetic Epidemiology, 37(8), 846-859, 2013. doi:10.1002/gepi.21760.

“Measures of bioactive serum testosterone are not associated with entrepreneurial behavior in two independent observational studies”, M. van der Loos, R. Haring, C. Rietveld, S. Baumeister, P. Groenen, A. Hofman, F. de Jong, P.D. Koellinger, T. Kohlmann, M. Nauck, F. Rivadeneira, F. van Rooij, A. Uitterlinden, H. Wallaschofski, R. Thurik, Physiology and Behavior, 119, 110-114, 2013. http://dx.doi.org/10.1016/j.physbeh.2013.06.003.

"GWAS of 126,559 individuals identifies genetic variants associated with educational attainment", C.A. Rietveld, S.E. Medland, J. Derringer, …, P.M. Visscher, D.J. Benjamin, D. Cesarini, P. Koellinger, Science, 340(6139), 1467-1471, 2013.
doi:10.1126/science.1235488. Also available via link here.

"Molecular genetics and subjective well-being”, C.A. Rietveld, D. Cesarini, D.J. Benjamin, P.D. Koellinger, J.E. de Neve, H. Tiemeier, M. Johannesson, P. Johannesson, N. Pedersen, R. Krueger, M. Bartels, Proceedings of the National Academy of Sciences of the United States of America, 110(33), 13684-13689, 2013. doi:10.1073/pnas.1222171110

"The molecular genetic architecture of self-employment", M.J.H.M. van der Loos, C.A. Rietveld, N. Eklund, P.D. Koellinger, F. Rivadeneira, and the Gentrepreneur Consortium. PLoS ONE 8(4): e60542, 2013.

"Gender differences in entrepreneurial propensity", P.D. Koellinger, M. Minniti, C. Schade, Oxford Bulletin of Economics and Statistics, 75(2), 213-234, 2013. DOI: 0.1111/j.1468-0084.2011.00689.x. Also available as Tinbergen Institute Discussion Paper 08-035/3.

“The heritability of moral standards for everyday dishonesty“, N. Mazar, C. Dawes, P. J. Loewen, D. Cesarini, P.D. Koellinger, M. Johannesson, P. K. E. Magnusson, Journal of Economic Behavior & Organization, 93, 363-366, 2013. http://dx.doi.org/10.1016/j.jebo.2013.05.001

“Are SNPs associated with educational attainment also associated with cognitive function?“, C.A. Rietveld, P.D. Koellinger, D.J. Benjamin, D. Cesarini, G. DaveySmith, G. Davies, I. Deary, M. Johannesson, R. Plomin, D. Posthuma, P. Visscher, Behavior Genetics, 43, 538, 2013, Behavior Genetics Association 43th Annual Meeting Abstracts.

“GWA studies on entrepreneurship: The trade-off between phenotype accuracy and sample size“, P.D. Koellinger, M. van der Loos, C.A. Rietveld, D.J. Benjamin, D. Cesarini, N. Eklund, S. Willems, P. Groenen, A. Uitterlinden, A. Hofman, R. Thurik, Gentrepreneur Consortium, Behavior Genetics, 43, 526, 2013, Behavior Genetics Association 43th Annual Meeting Abstracts.

“Genome-wide association meta-analyses for positive affect”, M. Bartels, A. Okbay, J. Derringer, J.E. De Neve, C.A. Rietveld, C. Minica, R. Walters, B. Krueger, D. Cesarini, P.D. Koellinger, D.J. Benjamin, Behavior Genetics, 43, 507, 2013, Behavior Genetics Association 43th Annual Meeting Abstracts.

"The genetic architecture of economic and political preferences", D.J. Benjamin, D. Cesarini, M. van der Loos, C. Dawes, P.D. Koellinger, P. Magnusson, C. Chabris, D. Conley, D. Laibson, M. Johannesson, P. Visscher, Proceedings of the National Academy of Sciences of the United States of America, 109(21), 8026-8031, 2012. doi:10.1073/pnas.1120666109.

"Entrepreneurship and organization design", C. Roessler and P.D. Koellinger, European Economic Review, 56(4) 888-902, 2012. Winner of Young Economist Essay Award 2009 of EARIE. http://dx.doi.org/10.1016/j.euroecorev.2012.02.014

"Entrepreneurship and the business cycle", P.D. Koellinger, R. Thurik, Review of Economics and Statistics, 94(4), 1143-1156, 2012. Also available as Tinbergen Discussion Paper 09-032/3. doi:10.1162/REST_a_00224.

"Meta-analysis of educational attainment GWAS: The Social Science Genetics Association Consortium", N. Rietveld, S. Medland, J. Derringer, D.J. Benjamin, D. Cesarini, P.D. Koellinger, The Social Science Genetics Association Consortium, Behavior Genetics, 42, 964, 2012, Behavior Genetics Association 42nd Annual Meeting Abstracts.

"The genetic architecture of economic and political preferences", D.J. Benjamin, D. Cesarini, M. van der Loos, C. Dawes, P.D. Koellinger, P. Magnusson, C. Chabris, D. Conley, D. Laibson, M. Johannesson, P. Visscher, Behavior Genetics, 42, 919-920, 2012, Behavior Genetics Association 42nd Annual Meeting Abstracts.

"Molecular genetics and economics", J. Beauchamp, D. Cesarini, M. Johannesson, M. van der Loos, P.D. Koellinger, P. Groenen, J. Fowler, N. Rosenquist, R. Thurik, N. Christakis, Journal of Economic Perspectives, 25(4), 57-82, 2011. DOI: 10.1257/jep.25.4.57

"Protecting against low probability desasters - A large stake experiment", C. Schade, H. Kunreuter, P.D. Koellinger, Journal of Behavioral Decision Making, 2011. DOI: 10.1002/bdm.754

"Candidate gene studies and the quest for the entrepreneurial gene", M. van der Loos, P.D. Koellinger, P. Groenen, C. Rietveld, F. Rivadeneira, F. van Rooi, A. Uitterlinden, A. Hofman, R. Thurik, Small Business Economics, 37(3), 269-275, 2011. (open access article)

"Genome-wide assocation studies in economic and entrepreneurship research: promises and limitations", P.D. Koellinger, M. van der Loos, P. Groenen, R. Thurik, F. Rivandeneira, F. van Rooij, A. Uitterlinden, A. Hofman, Small Business Economics, 35(1), 1-18, 2010. (open access article)

"Genome-wide association studies and the genetics of entrepreneurship", M. van der Loos, P.D. Koellinger, P. Groenen, R. Thurik, European Journal of Epidemiology, 25(1), 1-3, 2010. (open access article

"Ondernemerschap en de recessie", R. Thurik, P.D. Koellinger, Economisch Statistische Berichten Vol. 94(4557), 202-204, 3rd Apr 2009.

"Unemployment benefits crowd out entrepreneurial activity", P.D. Koellinger, M. Minniti, Economics Letters, Vol. 103(2), 96-98, 2009. Also available as ERIM discussion paper 2008-012-ORG. http://dx.doi.org/10.1016/j.econlet.2009.02.002

"I can't get no satisfaction - Necessity entrepreneurship and procedural utility", J. Block, P.D. Koellinger, Kyklos, Vol. 62(2), 191-209, 2009. Also available as Tinbergen discussion paper 08-078/3DOI: 10.1111/j.1467-6435.2009.00431.x

"Genome-wide association for loci influencing entrepreneurial behavior: The Rotterdam Study", Groenen, P. J. F., Hofman, A.,  P.D. Koellinger, van der Loos, M. J. H. M., Rivadeneira, F., van Rooij, F., Thurik, R, & Uitterlinden, A., Behavior Genetics, 38, 628-629, 2008.

"The relationship between technology, innovation, and firm performance—Empirical evidence from e-business in Europe", P.D. Koellinger, Research Policy, Vol. 37, 1317-1328, 2008. https://doi.org/10.1016/j.respol.2008.04.024

"Why are some entrepreneurs more innovative than others?", P.D. Koellinger, Small Business Economics, Vol. 31: 21-37, June 2008. (open access article). 

"I think I can, I think I can - Overconfidence and entrepreneurial behavior", P.D. Koellinger, M. Minniti, C. Schade, Journal of Economic Psychology, Vol. 28(4): 502-527, 2007. http://dx.doi.org/10.1016/j.joep.2006.11.002

"Peer influence in network markets - An empirical investigation", J. Block, P.D. Koellinger, Schmalenbachs Business Review, Vol. 59: 363-385, Oct 2007. http://www.sbr-online.de/pdfarchive/einzelne_pdf/sbr_2007_oct-364-386.pdf

"Not for lack of trying - American entrepreneurship in black and white", P.D. Koellinger, M. Minniti, Small Business Economics, Vol. 27: 59-79, 2006. https://doi.org/10.1007/s11187-006-0019-6

"Warum Amerikaner mehr Unternehmen gründen als Deutsche - Der Einfluss von subjektiven Wahrnehmungen", P.D. Koellinger, C. Schade, DIW Wochenbericht, No. 45/2005, November 2005. 

"E-Business in europäischen Unternehmen: Wachsende Kluft zwischen Pionieren und Nachzüglern", P.D. Koellinger, DIW Wochenbericht, No. 20/2004, May 2004.

"Internetnutzung in Deutschland: Nach Boom nun langsamerer Anstieg erwartet", P.D. Koellinger, DIW Wochenbericht, No. 30/2003, July 2003.


Articles currently under review

"Genetic Instrumental Variable (GIV) regression: Explaining socioeconomic and health outcomes in non-experimental data", T. DiPrete, C.A.P. Burik, P.D. Koellinger. On BioRxiv. Revise and resubmit at PNAS.

"GWAS results for educational attainment aid in identifying genetic architecture of schizophrenia", V. Bansal, M. Mitjans, C.A.P. Burik, R. Karlsson Linner, A. Okbay, C.A. Rietveld, M. Begemann, S. Bonn, S. Ripke, R. de Vlaming, M.G. Nivard, H. Ehrenreich, P.D. Koellinger. On BioRxiv. Revise and resubmit at Nature Communications.


Monographs

Technological change - An analysis of the diffusion and implications of e-business technologies, P. Koellinger, Humboldt-Universität zu Berlin, dissertation, 2006.

Marktstudie E-Learning: Nachfrage, Anbieter, empirische Ergebnisse, P. Koellinger, A. Ross, Düsseldorf: Symposion Publishing, 2003. [Amazon.de-Link]

Report: E-Learning in deutschen Unternehmen: Fallstudien, Konzepte, Implementierung, editor P. Koellinger, Düsseldorf: Symposion Publishing, 2002. [Amazon.de-Link]

E-Learning: Eine Marktanalyse für Deutschland, P. Koellinger, Düsseldorf: Symposion Publishing, 2001.

Contributions to collected volumes

"Excess entry and entrepreneurial decisions: The role of overconfidence ", P. Koellinger, M. Minniti, C. Schade, in: M. Minniti (Ed.) The Dynamics of Entrepreneurship. Oxford et al.: Oxford University Press, pp. 11-30, 2011.

"Heuristics, biases, and the behavior of entrepreneurs", C. Schade, P. Koellinger, in: M. Minniti (ed). Entrepreneurship - The Engine of Growth, Volume 1 - People. Westport, Conneticut and London, UK: Praeger, pp. 41-64, 2006.

"Characteristics of entrepreneurs across countries - Evidence from a CART approach", P. Koellinger, M. Minniti, C. Schade, in: D. Demougin and C. Schade (eds). An Economic Perspective on Entrepreneurial Decision Making. Berlin: Duncker and Humblodt, pp. 51-71, 2006. Earlier version available as DIW discussion paper 465 [dp465.pdf].

"IT still matters - new evidence on Internet-enabled innovation and financial performance of enterprises", P. Koellinger, The European e-business report 2004, Brussels: Office of Official Publications of the European Communities, pp. 37-40, August 2004.

"The dynamics of turnover and e-business development - a virtuous circle?", P. Koellinger, The European e-business report 2003, Brussels: Office of Official Publications of the European Communities, pp. 215-220, July 2003.

"The adoption of e-business by European enterprises - sector impact studies: Manufacture of electrical machinery and electronics", P. Koellinger, EITO 2003, Frankfurt/M.: European Information Technology Observatory, pp. 311-321, March 2003.

"E-Learning - vom Modethema zur Unternehmenspraxis", P. Koellinger, in P. Koellinger (ed): Report E-Learning in deutschen Unternehmen: Fallstudien, Konzepte, Implementierung, Düsseldorf: Symposion Publishing, pp. 13-36, 2002.

"Die Basics - Technologien, Tools und Standards", P. Koellinger, in Koellinger (ed): Report E-Learning in deutschen Unternehmen: Fallstudien, Konzepte, Implementierung, Düsseldorf: Symposion Publishing, pp. 37-58, 2002.