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26 - Raising the Ante

Technological Advances in I-O Psychology

from Part VI - Technology in Statistics and Research Methods

Published online by Cambridge University Press:  18 February 2019

Richard N. Landers
University of Minnesota
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Publisher: Cambridge University Press
Print publication year: 2019

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Anderson, C. (2008). The end of theory: The data deluge makes the scientific method obsolete. Wired Magazine 16 (7). Scholar
Baker, C. A., Bosco, F. A., Uggerslev, K. L., & Steel, P. (2016). metaBUS: An open search engine of I-O research findings. The Industrial-Organizational Psychologist. 54(1). Scholar
Bhatia, E. N. (2014). Optical character recognition techniques: A review. International Journal of Advanced Research in Computer Science and Software Engineering, 4(5), 12191223.Google Scholar
Bono, J. E., Glomb, T. M., Shen, W., Kim, E., & Koch, A. J. (2013). Building positive resources: Effects of positive events and positive reflection on work-stress and health. Academy of Management Journal, 56: 16011627.CrossRefGoogle Scholar
Bosco, F. A., Aguinis, H., Field, J. G., Pierce, C. A., & Dalton, D. R. (2016). HARKing’s threat to organizational research: Evidence from primary and meta-analytic sources. Personnel Psychology, 69, 709750.CrossRefGoogle Scholar
Bosco, F. A., Aguinis, H., Singh, K., Field, J. G., & Pierce, C. A. (2015). Correlational effect size benchmarks. Journal of Applied Psychology, 100, 431449.CrossRefGoogle ScholarPubMed
Bosco, F. A., Steel, P., Oswald, F. L., Uggerslev, K. L., & Field, J. G. (2015). Cloud-based meta-analysis to bridge science and practice: Welcome to metaBUS. Personnel Assessment and Decisions, 1, 317.CrossRefGoogle Scholar
Bosco, F. A., Uggerslev, K. L., & Steel, P. (2017). metaBUS as a vehicle for facilitating meta-analysis. Human Resource Management Review, 27, 237254.CrossRefGoogle Scholar
Bosco, F. A., & Uggerslev, K. L. (2018). metaBUS,, September 25.Google Scholar
Boyd, D. & Crawford, K. 2012. Critical questions for big data: provocations for a cultural, technological and scholarly phenomenon, Information, Community, & Society, 15(5), 662679.CrossRefGoogle Scholar
Cheung, M. W.-L. (2015). metaSEM: an R package for meta-analysis using structural equation modeling. Frontiers in Psychology, 5, 1521. Scholar
Cheung, M. W.-L. (2017). metaSEM: An R package for meta-analysis using structural equation modeling. Modified from the Frontiers in Psychology 2014 manuscript. Scholar
Cortina, J. M., Green, J. P., Keeler, K. R., & Vandenberg, R. J. (2017). Degrees of freedom in SEM: Are we testing the models that we claim to test? Organizational Research Methods, 20(3), 350-378. Scholar
Cowls, J. & Schroeder, R. (2015). Causation, correlation, and Big Data in social science research. Policy & Internet, 7, (4), 447472.CrossRefGoogle Scholar
Creswell, J., & Plano Clark, V. (2011). Choosing a mixed method design. In: Creswell, J. & Plano Clark, V. (Eds.), Designing and Conducting Mixed Methods Research (2nd edn., pp. 53105). Thousand Oaks, CA: Sage.Google Scholar
Foster, I., Ghani, R., Jarmin, R. S., Kreuter, F., & Lane, J. (Eds.). (2016). Big data and social science: A practical guide to methods and tools. Boca Raton, FL: CRC Press/ Taylor & Francis Group.CrossRefGoogle Scholar
George, G., Osinga, E. C., Lavie, D., & Scott, B. A. (2016). Big data and data science methods for management research, Academy of Management Journal, 59(5), 14931507. doi: 10.5465/amj.2016.4005.CrossRefGoogle Scholar
Holland, S. J., Shore, D. B., & Cortina, J. M. (2016). Review and recommendations for integrated mediation and moderation. Organizational Research Methods, 20(4), 135. .1177/1094428116658958.Google Scholar
Ilies, R., Dimotakis, N., & De Pater, I. (2010). Psychological and physiological reactions to high workloads: Implications for well-being. Personnel Psychology, 63, 407436. doi:10.1111/j.1744–6570.2010.01175.x.CrossRefGoogle Scholar
Kosoff, M. (2015). LinkedIn just bought online learning company Lynda for $1.5 billion, April 9, 2015.–4.Google Scholar
Kozlowski, S. W., Chen, G., & Salas, E. (2017). One hundred years of the Journal of Applied Psychology: Background, evolution, and scientific trends. Journal of Applied Psychology, 102(3), 237.CrossRefGoogle ScholarPubMed
Larsen, K. R., Lee, J., Li, J., & Bong, C. H. (2010). A transdisciplinary approach to construct search and integration, 16th Americas Conference on Information Systems, Lima, Peru, August 1215.Google Scholar
Larsen, K. R. (2017). Inter-Nomological Network., June 14.Google Scholar
Li, J. & Larsen, K. R.. (2011). “Establishing Nomological Networks for Behavioral Science: a Natural Language Processing Based Approach,” International Conference on Information Systems (ICIS), Shanghai, China, December 4th–7th, 2011.Google Scholar
Manning, C. D., Raghavan, P., & Schutze, H. (2009). Introduction to information retrieval. Cambridge, UK: Cambridge University Press.Google Scholar
Mell, P. & Grance, T. (2011). The NIST Definition of Cloud Computing (Technical report). National Institute of Standards and Technology: U.S. Department of Commerce. doi:10.6028/NIST.SP.800–145. Special publication 800–145.CrossRefGoogle Scholar
Mohan, C. (2013). “History Repeats Itself: Sensible and NonsenSQL Aspects of the NoSQL Hoopla”. Proceedings of the 16th International Conference on Extending Database Technology. Retrieved 2017–06-26 from Scholar
Najor, M. (2009). Web crawler architecture. In: LIU L., ÖZSU M.T. (Eds) Encyclopedia of Database Systems. Boston, MA: Springer,Google Scholar
Olmedilla, M., Martínez-Torres, M.R., & Toral, S.L. (2016). Harvesting Big Data in social science: A methodological approach for collecting online user-generated content, Computer Standards & Interfaces, 46, 7987. Scholar
Prajapati, V. (2013). Big data analytics with R and Hadoop. Birmingham, UK: Packt Publishing.Google Scholar
Schroeck, M., Shockley, R., Smart, J., Romero-Morales, D., & Tufano, P. (2012). Analytics: The real-world use of Big Data – How innovative enterprises extract value from uncertain data, Executive Report, IBM Institute for Business Value.Google Scholar
Singh, S. (2013). Optical character recognition techniques: a survey. Journal of emerging Trends in Computing and information Sciences, 4(6), 545550.Google Scholar
SINTEF. Big Data, for better or worse: 90 percent of world’s data generated over last two years. ScienceDaily. Retrieved June 20, 2017, from Scholar
Sirosh, J. (2015). Microsoft Closes Acquisition of Revolution Analytics. Microsoft. Retrieved November 22, 2015 from Scholar
Varian, H. R. (2014). Big data: New tricks for econometrics. The Journal of Economic Perspectives, 28: 327.CrossRefGoogle Scholar
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3):148.CrossRefGoogle Scholar
VoltDB. SQL vs. NoSQL vs. NewSQL. White paper retrieved on 2017–6-26 from Scholar
WIRED. (Jan 19, 2012). Amazon Goes Back to the Future With “NoSQL” Database. Retrieved June 26, 2017, from Scholar
Xu, Z.W. (2014). Cloud-sea computing systems: Towards thousand-fold improvement in performance per watt for the coming zettabyte era. Journal of Computer science and technology, 29(2),177181. doi: 10.1007/s11390-014–1420-2.CrossRefGoogle Scholar

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