Pathways to success: Leveraging LinkedIn data to map university alumni outcomes
Keywords:
career outcomes, higher education, LinkedIn, social media, university alumniAbstract
The era of big data, accelerated by the pandemic, has led to vast amounts of data generated through social media, which can be monetized and used to gain valuable insights for marketers, employers, job seekers, and organizations. Higher education institutions are also leveraging this data to understand their prospective students, current students, and alumni, and to build engagement. This paper explores how universities can use social media data, particularly LinkedIn, to analyze alumni career trends, internships, and operational data needs. It examines how students align their academic and professional studies with career interests and how universities can support their vocational goals. Using publicly available LinkedIn data from three different universities, the paper offers insights into internship and career options, graduate school, and alumni networking, emphasizing the importance of stronger connections between universities, employers, and alumni. The paper also highlights the positive relationship between internship duration and alumni career progression, underscoring the value of internships and experiential learning. As alumni increasingly move nationwide, especially with the rise of remote work, universities may need to adjust their recruiting and partnership strategies and should consider using LinkedIn as a tool for assessing outcomes.
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Albrecht, W. D. (2011). " LinkedIn" for Accounting and Business Students. American Journal of Business Education, 4(10), 39-42.
Anabo, I. F., & Albizuri, I. E. (2017). LinkedIn as a tool for higher education programme evaluation. RED. Revista de Educación a Distancia, (53), 1-17.
Boyd, D. M., & Ellison, N. B. (2007). Social network sites: Definition, history, and scholarship. Journal of computer?mediated Communication, 13(1), 210-230.
Brooks, R., & Youngson, P. L. (2016). Undergraduate work placements: an analysis of the effects on career progression. Studies in higher education, 41(9), 1563-1578.
Case, T. L., Han, H. J., & Rimes, E. (2016). Career paths of computing program graduates: A LinkedIn analysis.
Choudaha, R. (2015). LinkedIn: the future of global university rankings. University World News.
Conlon, J., Taylor, A., Ashruff, P., & Bird, L. (2017). LinkedIn Groups: Building a community to create real connections to benefit students and alumni in Fashion and Textiles.
Cooper, B., & Naatus, M. K. (2014). Linkedin as a learning tool in business education. American Journal of Business Education, 7(4), 299-306.
Cranmer, S. (2006). Enhancing graduate employability: best intentions and mixed outcomes. Studies in higher education, 31(2), 169-184.
Davis, J., Wolff, H. G., Forret, M. L., & Sullivan, S. E. (2020). Networking via LinkedIn: An examination of usage and career benefits. Journal of Vocational Behavior, 118, 103396. https://doi.org/10.1016/j.jvb.2020.103396
Fallows, S., & Steven, C. (2000). Building employability skills into the higher education curriculum: a university?wide initiative. Education+ training, 42(2), 75-83.
Fowlie, J., & Forder, C. (2019). Pre-professional identity formation through connections with alumni and the use of LinkedIn. Employability via Higher Education: Sustainability as Scholarship, 331-345.
Herrmann, A., Hirschi, A., & Baruch, Y. (2015). The protean career orientation as predictor of career outcomes: Evaluation of incremental validity and mediation effects. Journal of Vocational Behavior, 88, 205-214. https://doi.org/10.1016/j.jvb.2015.03.008
Klein, H. H., Audran, J., & Pebayle, E. C. (2016). Analysis of HR consultants and French recruiters activity on LinkedIn. In between work resource and quest of identity development/Analyse de l'activite de consultants RH et de recruteurs francais sur LinkedIn: entre outil de travail et quete de developpement identitaire. ESSACHESS-Journal for Communication Studies, 9(2), 153-171.
Lauder, A. (2013). Making connections: An evaluative study of the role of LinkedIn in alumni engagement.
Li, L., Zheng, G., Peltsverger, S., & Zhang, C. (2016, September). Career trajectory analysis of information technology alumni: A linkedin perspective. In Proceedings of the 17th Annual Conference on Information Technology Education (pp. 2-6).
Lowe, S. (2012). Social media and alumni engagement: Best practices for higher education. Journal of College Advancement, 8(4), 22-30.
Nurmala, N. (2022). How can context and information content of advertising increase sales of advertising products on social media? Evidence from journal marketing publications. International Journal of Business, Economics and Management, 5(4), 488-495. https://doi.org/10.21744/ijbem.v5n4.2051
Okoro, E. (2012). Integrating social media technologies in higher education: Costs-benefits analysis. Journal of International Education Research, 8(3), 255.
Pena, L., Curado, C., & Oliveira, M. (2022). The contribution of LinkedIn use to career outcome expectations. Journal of Business Research, 144, 788-796. https://doi.org/10.1016/j.jbusres.2021.09.047
Saint-Jacques, G., Varshney, M., Simpson, J., & Xu, Y. (2019). Using ego-clusters to measure network effects at LinkedIn. arXiv preprint arXiv:1903.08755.
Seaman, J., & Tinti-Kane, H. (2013). Social media for teaching and learning (p. 2013). London: Pearson Learning Systems.
Smith, C. (2014). By the numbers: 88 amazing LinkedIn statistics.
Smith, W. K. (2014). Dynamic decision making: A model of senior leaders managing strategic paradoxes. Academy of management Journal, 57(6), 1592-1623.
Steele, A., & Cleland, S. (2014). Staying LinkedIn with ICT graduates and industry. Proceedings ITX, 8-10.
Tolkach, D., & Tung, V. W. S. (2019). Tracing hospitality and tourism graduates’ career mobility. International Journal of Contemporary Hospitality Management, 31(10), 4170-4187.
Tomlinson, M. (2008). ‘The degree is not enough’: students’ perceptions of the role of higher education credentials for graduate work and employability. British journal of sociology of education, 29(1), 49-61.
Utz, S., & Breuer, J. (2019). The relationship between networking, LinkedIn use, and retrieving informational benefits. Cyberpsychology, Behavior, and Social Networking, 22(3), 180-185.
Woodfield, R. (2011). Age and first destination employment from UK universities: are mature students disadvantaged?. Studies in Higher Education, 36(4), 409-425.
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