Integrating the Split/Analyze/Meta-Analyze (SAM) Approach and a Multilevel Framework to Advance Big Data Research in Psychology: Guidelines and an Empirical Illustration via the Human Resource Management Investment–Firm Performance Relationship
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Siqi Liu | Jian Zhang | Miles M. Yang | Shan Xu | Yucheng Eason Zhang | Siqi Liu | Yucheng Zhang | Shan Xu | Jian Zhang
[1] D. Bowen,et al. Understanding HRM–Firm Performance Linkages: The Role of the “Strength” of the HRM System , 2004 .
[2] Aoju Chen,et al. Acquiring Complex Focus-Marking: Finnish 4- to 5-Year-Olds Use Prosody and Word Order in Interaction , 2016, Front. Psychol..
[3] Ramon Wenzel,et al. The Double-Edged Sword of Big Data in Organizational and Management Research , 2018 .
[4] Galit Shmueli,et al. A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data , 2015, MIS Q..
[5] Kristopher J Preacher,et al. Advantages of Monte Carlo Confidence Intervals for Indirect Effects , 2012 .
[6] C. Crainiceanu,et al. A practical guide to big data. , 2018, Statistics & probability letters.
[7] John Storey,et al. HRM and company performance: the use of measurement and the influence of economic cycles , 1998 .
[8] Rob Thomas,et al. Big Data Revolution , 2015 .
[9] Mike W.-L. Cheung,et al. Analyzing Big Data in Psychology: A Split/Analyze/Meta-Analyze Approach , 2016, Front. Psychol..
[10] Roger Calantone,et al. The Promise and Perils of Wearable Sensors in Organizational Research , 2017 .
[11] L. Collins. Analysis of longitudinal data: the integration of theoretical model, temporal design, and statistical model. , 2006, Annual review of psychology.
[12] Scott Tonidandel,et al. Big Data Methods , 2018 .
[13] Kristopher J Preacher,et al. A general multilevel SEM framework for assessing multilevel mediation. , 2010, Psychological methods.
[14] A. Carmeli. Strategic human capital and the performance of public sector organizations. , 2004 .
[15] Mike W-L Cheung,et al. Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. , 2014, Psychological methods.
[16] M. Subramony. A meta‐analytic investigation of the relationship between HRM bundles and firm performance , 2009 .
[17] Jason D. Shaw,et al. A resource‐based perspective on human capital losses, HRM investments, and organizational performance , 2013 .
[18] L. Hedges,et al. Fixed- and random-effects models in meta-analysis. , 1998 .
[19] James G. Combs,et al. Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. , 2011, The Journal of applied psychology.
[20] Trudy W. Banta. Promise and perils , 1988 .
[21] Ernst C. Osinga,et al. Big Data and Data Science Methods for Management Research , 2016 .
[22] J. Dunlop,et al. Partial least squares correspondence analysis: A framework to simultaneously analyze behavioral and genetic data. , 2016, Psychological methods.
[23] Yaping Gong,et al. A Multilevel Model of Team Goal Orientation, Information Exchange, and Creativity , 2013 .
[24] Alex Pentland,et al. Big Data and Management , 2014 .
[25] Joseph T. Mahoney,et al. HOW DYNAMICS , MANAGEMENT , AND GOVERNANCE OF RESOURCE DEPLOYMENTS INFLUENCE FIRM-LEVEL PERFORMANCE , 2005 .
[26] L. Harlow,et al. Big data in psychology: Introduction to the special issue. , 2016, Psychological methods.
[27] J. Colquitt,et al. TRENDS IN THEORY BUILDING AND THEORY TESTING: A FIVE-DECADE STUDY OF THE ACADEMY OF MANAGEMENT JOURNAL , 2007 .
[28] Mark A. Huselid,et al. Technical and Strategic Human Resource Management Effectiveness as Determinants of Firm Performance , 1997 .
[29] Ioanna D. Constantiou,et al. New games, new rules: big data and the changing context of strategy , 2015, J. Inf. Technol..
[30] S. Wojcik,et al. A practical guide to big data research in psychology. , 2016, Psychological methods.
[31] Mike W.-L. Cheung,et al. metaSEM: an R package for meta-analysis using structural equation modeling , 2015, Front. Psychol..
[32] Adam M. Grant,et al. Mission possible? The performance of prosocially motivated employees depends on manager trustworthiness. , 2009, The Journal of applied psychology.
[33] Ulrich Trautwein,et al. Doubly-Latent Models of School Contextual Effects: Integrating Multilevel and Structural Equation Approaches to Control Measurement and Sampling Error , 2009, Multivariate behavioral research.
[34] Semin Park,et al. A Fitting Approach to Construct and Measurement Alignment , 2018 .
[35] Y. Gong. Subsidiary Staffing in Multinational Enterprises: Agency, Resources, and Performance , 2003 .