Predicting new venture survival: A Twitter-based machine learning approach to measuring online legitimacy
Tài liệu tham khảo
Aral, 2011, Creating social contagion through viral product design: a randomized trial of peer influence in networks, Manag. Sci., 57, 1623, 10.1287/mnsc.1110.1421
Ashforth, 1990, The double-edge of organizational legitimation, Organ. Sci., 1, 177, 10.1287/orsc.1.2.177
Asur, S., Huberman, B.A., 2010. Predicting the future with social media. Proceedings of the International Conference on Web Intelligence and Intelligent Agent Technology, 1(1): 492-499.
Bickel, 1984, Asymptotic normality and the bootstrap in stratified sampling, Ann. Stat., 12, 470, 10.1214/aos/1176346500
Boyer, 2014, Born to be alive? The survival of innovative and non-innovative French micro-start-ups, Small Bus. Econ., 42, 669, 10.1007/s11187-013-9522-8
Breiman, 1984
Brush, 1992, A comparison of methods and sources for obtaining estimates of new venture performance, J. Bus. Ventur., 7, 157, 10.1016/0883-9026(92)90010-O
Castelló, 2016, Strategies of legitimacy through social media: the networked strategy, J. Manag. Stud., 53, 402, 10.1111/joms.12145
Clark, 2013, The influence of social media investment on relational outcomes: a relationship marketing perspective, Int. J. Mark. Stud., 5, 132
Colleoni, 2013, CSR communication strategies for organizational legitimacy in social media, Corp. Commun., 18, 228, 10.1108/13563281311319508
Cooper, 1993, Challenges in predicting new firm performance, J. Bus. Ventur., 8, 241, 10.1016/0883-9026(93)90030-9
Deephouse, 2005, An examination of differences between organizational legitimacy and organizational reputation, J. Manag. Stud., 42, 329, 10.1111/j.1467-6486.2005.00499.x
Efron, 1994
Etter, 2018, Measuring organizational legitimacy in social media: Assessing citizens’ judgments with sentiment analysis, Bus. Soc., 57, 60, 10.1177/0007650316683926
Friedman, 2001, Greedy function approximation: a gradient boosting machine, Ann. Stat., 29, 1189, 10.1214/aos/1013203451
Gartner, 1999, Predicting new venture survival: an analysis of “anatomy of a start-up.” cases from Inc. magazine, J. Bus. Ventur., 14, 215, 10.1016/S0883-9026(97)00063-3
George, 2014, Big data and management, Acad. Manag. J., 57, 321, 10.5465/amj.2014.4002
Gimeno, 1997, Survival of the fittest? Entrepreneurial human capital and the persistence of underperforming firms, Adm. Sci. Q., 42, 750, 10.2307/2393656
Gloor, 2013, Choosing the right friends–predicting success of startup entrepreneurs and innovators through their online social network structure, Int. J. Organ. Des. Eng., 3, 67
Hennig‐Thurau, 2004, Electronic word‐of‐mouth via consumer‐opinion platforms: what motivates consumers to articulate themselves on the Internet?, J. Interact. Mark., 18, 38, 10.1002/dir.10073
Hong, N. 2013. If you look good on twitter, VCs may take notice, The Wall Street Journal: 1-3. New York.
Hotho, A., Nürnberger, A., Paaß, G., 2005. A brief survey of text mining. Paper presented at the Ldv Forum.
Hyytinen, 2015, Does innovativeness reduce startup survival rates?, J. Bus. Ventur., 30, 564, 10.1016/j.jbusvent.2014.10.001
Kadam, 2014, Impact of social media on entrepreneurship and entrepreneurial performance: special reference to small and medium scale enterprises, SIES J. Manag., 10, 3
Kozinets, 2010, Networked narratives: understanding word-of-mouth marketing in online communities, J. Mark., 74, 71, 10.1509/jm.74.2.71
Kuppuswamy, 2017, Does my contribution to your crowdfunding project matter?, J. Bus. Ventur., 32, 72, 10.1016/j.jbusvent.2016.10.004
Lee, 2011, The emergence, variation, and evolution of corporate social responsibility in the public sphere, 1980–2004: the exposure of firms to public debate, J. Bus. Ethics, 104, 115, 10.1007/s10551-011-0893-y
Liang, 2016, Predicting investor funding behavior using crunchbase social network features, Internet Res., 26, 74, 10.1108/IntR-09-2014-0231
Liaw, 2002, Classification and regression by random forest, R News, 2, 18
Liew, 2016, Twitter sentiment and IPO performance: a cross-sectional examination, J. Portf. Manag., 42, 129, 10.3905/jpm.2016.42.4.129
Luarn, 2014, The network effect on information dissemination on social network sites, Comput. Hum. Behav., 37, 1, 10.1016/j.chb.2014.04.019
Manigart, 2002, The survival of venture capital backed companies, Ventur. Capital., 4, 103, 10.1080/13691060110103233
Morse, 2007, The impact of virtual embeddedness on new venture survival: overcoming the liabilities of newness, Entrep. Theory Pract., 31, 139, 10.1111/j.1540-6520.2007.00167.x
Mudambi, 2007, The survival of international new ventures, J. Int. Bus. Stud., 38, 333, 10.1057/palgrave.jibs.8400264
Nadkarni, 2014, Bridging yesterday, today, and tomorrow: CEO temporal focus, environmental dynamism, and rate of new product introduction, Acad. Manag. J., 57, 1810, 10.5465/amj.2011.0401
Obschonka, 2017, Using digital footprints in entrepreneurship research: a twitter-based personality analysis of superstar entrepreneurs and managers, J. Bus. Ventur. Insights, 8, 13, 10.1016/j.jbvi.2017.05.005
Parisot, 2015, Helping predictive analytics interpretation using regression trees and clustering perturbation, J. Decis. Syst., 24, 55, 10.1080/12460125.2015.994331
Pennebaker, 2001
Raz, 2007, Size really matters—new insights for start-ups' survival, Manag. Sci., 53, 169, 10.1287/mnsc.1060.0609
Reuber, 2011, International entrepreneurship in internet-enabled markets, J. Bus. Ventur., 26, 660, 10.1016/j.jbusvent.2011.05.002
Riedl, 2013, The Effect of Rating Scales on Decision Quality and User Attitudes in Online Innovation Communities, Int. J. Electronic Commerce, 17, 7, 10.2753/JEC1086-4415170301
Schoen, 2013, The power of prediction with social media, Internet Res., 23, 528, 10.1108/IntR-06-2013-0115
Shepherd, 2003, A new venture's cognitive legitimacy: an assessment by customers, J. Small Bus. Manag., 41, 148, 10.1111/1540-627X.00073
Song, 2008, Success factors in new ventures: a meta‐analysis, J. Product. Innov. Manag., 25, 7, 10.1111/j.1540-5885.2007.00280.x
Stenholm, 2016, Passionate bricoleurs and new venture survival, J. Bus. Ventur., 31, 595, 10.1016/j.jbusvent.2016.05.004
Tausczik, 2010, The psychological meaning of words: liwc and computerized text analysis methods, J. Lang. Soc. Psychol., 29, 24, 10.1177/0261927X09351676
Whelan, 2013, Corporations and citizenship arenas in the age of social media, J. Bus. Ethics, 118, 777, 10.1007/s10551-013-1960-3
Yang, 2017, Relation between start-ups' online social media presence and fundraising, J. Sci. Technol. Policy Manag., 8, 161, 10.1108/JSTPM-09-2016-0022
Zimmerman, 2002, Beyond survival: achieving new venture growth by building legitimacy, Acad. Manag. Rev., 27, 414, 10.5465/amr.2002.7389921