Predicting Labor Market Competition: Leveraging Interfirm Network and Employee Skills

References

• Almeida P, Kogut B (1999) Localization of knowledge and the mobility of engineers in regional networks. Management Sci. 45(7):905–917.Link, Google Scholar
• Ambrosini V, Bowman C (2001) Tacit knowledge: Some suggestions for operationalization. J. Management Stud. 38(6):811–829.Crossref, Google Scholar
• Arthur MB (2014) The boundaryless career at 20: Where do we stand, and where can we go? Career Development Internat. 19(6):627–640.Crossref, Google Scholar
• Axelrod EL, Handfield-Jones H, Welsh TA (2001) War for talent, part two. McKinsey Quart. 2(2):9–12.Google Scholar
• Barney J (1991) Firm resources and sustained competitive advantage. J. Management 17(1):99–120.Crossref, Google Scholar
• Bartlett CA, Ghoshal S (2002) Building competitive advantage through people. MIT Sloan Management Rev. 43(2):34.Google Scholar
• Beckert J (2010) Institutional isomorphism revisited: Convergence and divergence in institutional change. Sociol. Theory 28(2):150–166.Crossref, Google Scholar
• Beechler S, Woodward IC (2009) The global “war for talent.” J. Internat. Management 15(3):273–285.Google Scholar
• Bergen M, Peteraf MA (2002) Competitor identification and competitor analysis: A broad-based managerial approach. Managerial Decision Econom. 23(4–5):157–169.Crossref, Google Scholar
• Blei DM (2012) Probabilistic topic models. Comm. ACM 55(4):77–84.Crossref, Google Scholar
• Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J. Machine Learn. Res. 3(January):993–1022.Google Scholar
• Blondel VD, Guillaume J-L, Lambiotte R, Lefebvre E (2008) Fast unfolding of communities in large networks. J. Statist. Mech. Theory Experiment 2008(10):P10008.Crossref, Google Scholar
• Breiman L (2001) Random forests. Machine Learn. 45(1):5–32.Crossref, Google Scholar
• Cappelli P (2008) Talent management for the twenty-first century. Harvard Bus. Rev. 86(3):74.Google Scholar
• Carnahan S, Somaya D (2013) Alumni effects and relational advantage: The impact on outsourcing when a buyer hires employees from a supplier’s competitors. Acad. Management J. 56(6):1578–1600.Crossref, Google Scholar
• Carnahan S, Somaya D (2015) The other talent war: Competing through alumni. MIT Sloan Management Rev. 56(3):14.Google Scholar
• Chambers EG, Foulon M, Handfield-Jones H, Hankin SM, Michaels EG, et al.. (1998) The war for talent. McKinsey Quart. 3:44–57.Google Scholar
• Chen M-J (1996) Competitor analysis and interfirm rivalry: Toward a theoretical integration. Acad. Management Rev. 21(1):100–134.Crossref, Google Scholar
• Chen M-J, Miller D (2012) Competitive dynamics: Themes, trends, and a prospective research platform. Acad. Management Ann. 6(1):135–210.Crossref, Google Scholar
• Chen M-J, Su K-H, Tsai W (2007) Competitive tension: The awareness-motivation-capability perspective. Acad. Management J. 50(1):101–118.Crossref, Google Scholar
• Cliffe S (1998) Winning the war for talent. Harvard Bus. Rev. 76(5):18–20.Google Scholar
• Davenport TH, Harris J, Shapiro J (2010) Competing on talent analytics. Harvard Bus. Rev. 88(10):52–58.Google Scholar
• Davison BD (2000) Topical locality in the web. Proc. 23rd ACM SIGIR Conf. (ACM, New York), 272–279.Google Scholar
• Deloitte (2015) Global human capital trends 2015. Technical report. Deloitte, https://www2.deloitte.com/content/dam/Deloitte/na/Documents/human-capital/na_DUP_GlobalHumanCapitalTrends2015.pdf.Google Scholar
• DiMaggio PJ, Powell WW (1983) The iron cage revisited: Institutional isomorphism and collective rationality in organizational fields. Amer. Sociol. Rev. 48(2):147–160.Crossref, Google Scholar
• Doidge C, Karolyi GA, Stulz RM (2017) The US listing gap. J. Financial Econom. 123(3):464–487.Crossref, Google Scholar
• Farjoun M (1994) Beyond industry boundaries: Human expertise, diversification and resource-related industry groups. Organ. Sci. 5(2):185–199.Link, Google Scholar
• Fawcett T (2004) ROC graphs: Notes and practical considerations for researchers. Machine Learn. 31(1):1–38.Google Scholar
• Gardner TM (2002) In the trenches at the talent wars: Competitive interaction for scarce human resources. Human Resource Management 41(2):225–237.Crossref, Google Scholar
• Gardner TM (2005) Interfirm competition for human resources: Evidence from the software industry. Acad. Management J. 48(2):237–256.Crossref, Google Scholar
• Grant RM (1996a) Prospering in dynamically-competitive environments: Organizational capability as knowledge integration. Organ. Sci. 7(4):375–387.Link, Google Scholar
• Grant RM (1996b) Toward a knowledge-based theory of the firm. Strategic Management J. 17(S2):109–122.Crossref, Google Scholar
• Guerrero OA, Axtell RL (2013) Employment growth through labor flow networks. PLoS One 8(5):e60808.Crossref, Google Scholar
• Hatch NW, Dyer JH (2004) Human capital and learning as a source of sustainable competitive advantage. Strategic Management J. 25(12):1155–1178.Crossref, Google Scholar
• Higgins T, Hull D (2015) Want Elon Musk to hire you at Tesla? Work for Apple. Bloomberg Bus. (February 5), https://www.bloomberg.com/news/articles/2015-02-05/want-elon-musk-to-hire-you-at-tesla-work-for-apple.Google Scholar
• Hitt MA, Bierman L, Shimizu K, Kochhar R (2001) Direct and moderating effects of human capital on strategy and performance in professional service firms: A resource-based perspective. Acad. Management J. 44(1):13–28.Crossref, Google Scholar
• Hom PW, Lee TW, Shaw JD, Hausknecht JP (2017) One hundred years of employee turnover theory and research. J. Appl. Psych. 102(3):530–545.Crossref, Google Scholar
• Hoopes DG, Madsen TL, Walker G (2003) Guest editors’ introduction to the special issue: Why is there a resource-based view? Toward a theory of competitive heterogeneity. Strategic Management J. 24(10):889–902.Crossref, Google Scholar
• Horton JJ, Tambe P (2015) Labor economists get their microscope: Big data and labor market analysis. Big Data 3(3):130–137.Crossref, Google Scholar
• Joseph D, Boh WF, Ang S, Slaughter SA (2012) The career paths less (or more) traveled: A sequence analysis of it career histories, mobility patterns, and career success. MIS Quart. 36(2):427–452.Crossref, Google Scholar
• Kuhn PJ (2014) The internet as a labor market matchmaker. IZA World of Labor. Accessed October 30, 2020, https://wol.iza.org/uploads/articles/18/pdfs/internet-as-a-labor-market-matchmaker.pdf.Google Scholar
• Ma Z, Pant G, Sheng ORL (2011) Mining competitor relationships from online news: A network-based approach. Electronic Commerce Res. Appl. 10(4):418–427.Crossref, Google Scholar
• Manning C, Raghavan P, Schütze H (2010) Introduction to information retrieval. Natl. Language Engrg. 16(1):100–103.Google Scholar
• Markman GD, Gianiodis PT, Buchholtz AK (2009) Factor-market rivalry. Acad. Management Rev. 34(3):423–441.Crossref, Google Scholar
• McPherson M, Smith-Lovin L, Cook JM (2001) Birds of a feather: Homophily in social networks. Annual Rev. Sociol. 27(2001):415–444.Crossref, Google Scholar
• Newbert SL (2007) Empirical research on the resource-based view of the firm: An assessment and suggestions for future research. Strategic Management J. 28(2):121–146.Crossref, Google Scholar
• Nyberg AJ, Moliterno TP, Hale D Jr, Lepak DP (2014) Resource-based perspectives on unit-level human capital: A review and integration. J. Management 40(1):316–346.Crossref, Google Scholar
• Pant G, Sheng ORL (2015) Web footprints of firms: Using online isomorphism for competitor identification. Inform. Systems Res. 26(1):188–209.Link, Google Scholar
• Pant G, Srinivasan P (2013) Status locality on the web: Implications for building focused collections. Inform. Systems Res. 24(3):802–821.Link, Google Scholar
• Peteraf MA, Bergen ME (2003) Scanning dynamic competitive landscapes: A market-based and resource-based framework. Strategic Management J. 24(10):1027–1041.Crossref, Google Scholar
• Ployhart RE, Weekley JA, Ramsey J (2009) The consequences of human resource stocks and flows: A longitudinal examination of unit service orientation and unit effectiveness. Acad. Management J. 52(5):996–1015.Crossref, Google Scholar
• Provost F, Fawcett T (2001) Robust classification for imprecise environments. Machine Learn. 42(3):203–231.Crossref, Google Scholar
• Rosenkopf L, Almeida P (2003) Overcoming local search through alliances and mobility. Management Sci. 49(6):751–766.Link, Google Scholar
• Schilling MA, Phelps CC (2007) Interfirm collaboration networks: The impact of large-scale network structure on firm innovation. Management Sci. 53(7):1113–1126.Link, Google Scholar
• Schmutte IM (2014) Free to move? A network analytic approach for learning the limits to job mobility. Labour Econom. 29(2014):49–61.Crossref, Google Scholar
• Shi Z, Lee GM, Whinston AB (2016) Toward a better measure of business proximity: Topic modeling for industry intelligence. MIS Quart. 40(4):1035–1056.Crossref, Google Scholar
• Shmueli G, Koppius OR (2011) Predictive analytics in information systems research. MIS Quart. 35(4):553–572.Crossref, Google Scholar
• Somaya D, Williamson IO (2008) Rethinking the “war for talent.” MIT Sloan Management Rev. 49(4):29–34.Google Scholar
• Somaya D, Williamson IO, Lorinkova N (2008) Gone but not lost: The different performance impacts of employee mobility between cooperators vs. competitors. Acad. Management J. 51(5):936–953.Crossref, Google Scholar
• Song J, Almeida P, Wu G (2003) Learning–by–hiring: When is mobility more likely to facilitate interfirm knowledge transfer? Management Sci. 49(4):351–365.Link, Google Scholar
• Takeuchi R, Lepak DP, Wang H, Takeuchi K (2007) An empirical examination of the mechanisms mediating between high-performance work systems and the performance of Japanese organizations. J. Appl. Psych. 92(4):1069.Crossref, Google Scholar
• Tambe P, Hitt LM (2011) The productivity of information technology investments: New evidence from IT labor data. Inform. Systems Res. 23(3 pt 1):599–617.Google Scholar
• Walker BA, Kapelianis D, Hutt MD (2005) Competitive cognition. MIT Sloan Management Rev. (July 15), https://sloanreview.mit.edu/article/competitive-cognition/.Google Scholar
• Weiner C (2005) The impact of industry classification schemes on financial research. Preprint, submitted December 20, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=871173.Google Scholar
• Wigglesworth R (2015) Hedge funds poach computer scientists from Silicon Valley. Financial Times (November 22), https://www.ft.com/content/856bd92c-8fb0-11e5-8be4-3506bf20cc2b.Google Scholar
• Witten IH, Frank E (2005) Data Mining: Practical Machine Learn. Tools and Techniques, 2nd ed. (Morgan Kaufmann Publishers, San Francisco).Google Scholar
• Wright PM, McMahan GC (2011) Exploring human capital: Putting ‘human’ back into strategic human resource management. Human Resource Management J. 21(2):93–104.Crossref, Google Scholar
• Wright PM, Coff R, Moliterno TP (2014) Strategic human capital: Crossing the great divide. J. Management 40(2):353–370.Crossref, Google Scholar
• Wright PM, McMahan GC, McWilliams A (1994) Human resources and sustained competitive advantage: A resource-based perspective. Internat. J. Human Resource Management 5(2):301–326.Crossref, Google Scholar
• Wu L, Jin F, Hitt LM (2018) Are all spillovers created equal? a network perspective on information technology labor movements. Management Sci. 64(7):3168–3186.Link, Google Scholar
• Younge KA, Tong TW, Fleming L (2015) How anticipated employee mobility affects acquisition likelihood: Evidence from a natural experiment. Strategic Management J. 36(5):686–708.Crossref, Google Scholar
• Zajac EJ, Bazerman MH (1991) Blind spots in industry and competitor analysis: Implications of interfirm (mis)perceptions for strategic decisions. Acad. Management Rev. 16(1):37–56.Crossref, Google Scholar