Responsible team players wanted: an analysis of soft skill requirements in job advertisements

Lucas S (2015) Retail and food services most at risk from soft skills deficit. https://developmenteconomics.co.uk/retail-and-food-services-most-at-risk-from-soft-skills-deficit/. Accessed 30 Oct 2017 Bacolod MP, Blum BS (2010) Two sides of the same coin us “residual” inequality and the gender gap. J Hum Resour 45(1):197–242 Alabdulkareem A, Frank MR, Sun L, AlShebli B, Hidalgo C, Rahwan I (2018) Unpacking the polarization of workplace skills. Sci Adv 4(7):6030. https://doi.org/10.1126/sciadv.aao6030 Bortz D (2014) Soft skills to help your career hit the big time. https://www.monster.com/career-advice/article/soft-skills-you-need Bakhshi H, Downing JM, Osborne MA, Schneider P (2017) The future of skills employment in 2030. Technical report, Pearson PLC Grugulis I, Vincent S (2009) Whose skill is it anyway? ‘Soft’ skills and polarization. Work Employ Soc 23(4):597–615 Shibata H (2001) Productivity and skill at a Japanese transplant and its parent company. Work Occup 28(2):234–260 Xie W-J, Yang Y-H, Li M-X, Jiang Z-Q, Zhou W-X (2017) Individual position diversity in dependence socioeconomic networks increases economic output. EPJ Data Sci 6(1):10 Wachs J, Hannák A, Vörös A, Daróczy B (2017) Why do men get more attention? Exploring factors behind success in an online design community. In: Proceedings of the eleventh international AAAI conference on web and social media (ICWSM 2017), Montreal, CA, pp 299–308 Moss P, Tilly C (1996) “Soft” skills and race: an investigation of black men’s employment problems. Work Occup 23(3):252–276 Ridgeway CL (1997) Interaction and the conservation of gender inequality: considering employment. Am Sociol Rev, 62(2):218–235 Ceci SJ, Williams WM (2011) Understanding current causes of women’s underrepresentation in science. Proc Natl Acad Sci USA 108(8):3157–3162 Lester J (2010) Women in male-dominated career and technical education programs at community colleges: barriers to participation and success. J Women Minor Sci Eng 16(1):51–66 Black SE, Spitz-Oener A (2010) Explaining women’s success: technological change and the skill content of women’s work. Rev Econ Stat 92(1):187–194 Balcar J (2014) Soft skills and their wage returns: overview of empirical literature. Rev Econ Perspect 14(1):3–15 Borghans L, Weel BT, Weinberg BA (2014) People skills and the labor-market outcomes of underrepresented groups. ILR Rev 67(2):287–334 Levanon A, Grusky DB (2016) The persistence of extreme gender segregation in the twenty-first century. Am J Sociol 122(2):573–619 Bem SL (1974) The measurement of psychological androgyny. J Consult Clin Psychol 42(2):155–162 Gaucher D, Friesen J, Kay AC (2011) Evidence that gendered wording in job advertisements exists and sustains gender inequality. J Pers Soc Psychol 101(1):109–128 Rudman LA, Glick P (2001) Prescriptive gender stereotypes and backlash toward agentic women. J Soc Issues 57(4):743–762 Busch-Heizmann A (2014) Supply-side explanations for occupational gender segregation: adolescents’ work values and gender—(a) typical occupational aspirations. Eur Sociol Rev 31(1):48–64 Correll SJ (2001) Gender and the career choice process: the role of biased self-assessments. Am J Sociol 106(6):1691–1730 Askehave I, Zethsen KK (2014) Gendered constructions of leadership in Danish job advertisements. Gend Work Organ 21(6):531–545 Bem SL, Bem DJ (1973) Does sex-biased job advertising “aid and abet” sex discrimination? 1. J Appl Soc Psychol 3(1):6–18 Taris TW, Bok IA (1998) On gender specificity of person characteristics in personnel advertisements: a study among future applicants. J Psychol 132(6):593–610 Born MP, Taris TW (2010) The impact of the wording of employment advertisements on students’ inclination to apply for a job. J Soc Psychol 150(5):485–502 Mikolov T, Sutskever I, Chen K, Corrado GS, Dean J (2013) Distributed representations of words and phrases and their compositionality. In: Advances in neural information processing systems, pp 3111–3119 Bastian M, Hayes M, Vaughan W, Shah S, Skomoroch P, Kim H, Uryasev S, Lloyd C (2014) Linkedin skills: large-scale topic extraction and inference. In: Proceedings of the 8th ACM conference on recommender systems. ACM, New York, pp 1–8 Kivimäki I, Panchenko A, Dessy A, Verdegem D, Francq P, Bersini H, Saerens M (2013) A graph-based approach to skill extraction from text. In: Proceedings of TextGraphs-8 graph-based methods for NLP, pp 79–87 Haranko K, Zagheni E, Garimella K, Weber I (2018) Professional gender gaps across us cities. arXiv:1801.09429 Sayfullina L, Malmi E, Kannala J (2018) Learning representations for soft skill matching. In: International conference on analysis of images, social networks and texts. Springer, Berlin, pp 141–152 Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70(1):41–55 Angrist JD, Pischke JS (2009) Mostly harmless econometrics: an empiricist’s companion. Princeton University Press, Princeton Goldthorpe JH (2007) On sociology. Stanford University Press, Stanford Hertel FR (2016) Social mobility in the 20th century: class mobility and occupational change in the United States and Germany. Springer, Berlin Wright EO (1997) Class counts: comparative studies in class analysis. Cambridge University Press, Cambridge Kuhn P, Weinberger C (2005) Leadership skills and wages. J Labor Econ 23(3):395–436 Weinberger CJ (2014) The increasing complementarity between cognitive and social skills. Rev Econ Stat 96(5):849–861 Mumford TV, Campion MA, Morgeson FP (2007) The leadership skills strataplex: leadership skill requirements across organizational levels. Leadersh Q 18(2):154–166 England P (2010) The gender revolution: uneven and stalled. Gend Soc 24(2):149–166 Correll SJ (2004) Constraints into preferences: gender, status, and emerging career aspirations. Am Sociol Rev 69(1):93–113 Shaw A, Hargittai E (2018) The pipeline of online participation inequalities: the case of Wikipedia editing. J Commun 68(1):143–168 England P, Herbert MS, Kilbourne BS, Reid LL, Megdal LM (1994) The gendered valuation of occupations and skills: earnings in 1980 census occupations. Soc Forces 73(1):65–100 Kilbourne BS, England P, Farkas G, Beron K, Weir D (1994) Returns to skill, compensating differentials, and gender bias: effects of occupational characteristics on the wages of white women and men. Am J Sociol 100(3):689–719 England P (1992) Comparable worth: theories and evidence. Transaction Publishers Leslie S-J, Cimpian A, Meyer M, Freeland E (2015) Expectations of brilliance underlie gender distributions across academic disciplines. Science 347(6219):262–265 Levanon A, England P, Allison P (2009) Occupational feminization and pay: assessing causal dynamics using 1950–2000 us census data. Soc Forces 88(2):865–891 Mandel H (2013) Up the down staircase: women’s upward mobility and the wage penalty for occupational feminization, 1970–2007. Soc Forces 91(4):1183–1207 Murphy E, Oesch D (2015) The feminization of occupations and change in wages: a panel analysis of Britain, Germany, and Switzerland. Soc Forces 94(3):1221–1255 Davison HK, Burke MJ (2000) Sex discrimination in simulated employment contexts: a meta-analytic investigation. J Vocat Behav 56(2):225–248 Benard S, Correll SJ (2010) Normative discrimination and the motherhood penalty. Gend Soc 24(5):616–646