HRM IN THE DIGITAL AGE: THE RISE OF AI AND AUTOMATION IN HR
DOI:
https://doi.org/10.29121/shodhkosh.v5.i1.2024.6063Keywords:
Artificial Intelligence, Human Resource Management, Employee Well-being, Data Privacy, Ethical HR PracticesAbstract [English]
This work contributes to the ongoing discussion on the ethics of adequately implemented AI in Human Resource Management by recognizing that the existing HR systems used in various organizations may have been influencing employee well-being, organizational culture, job satisfaction, and employee acceptance. AI systems in HR provide important insights into data privacy concerns, issues around AI ethics, and transparency. The research design was quantitative, and data were gathered via structured questionnaires with a 5-point Likert scale from 400 respondents in Pune city, spanning a variety of industries. Stratified random sampling attempted to incorporate diversity across departments and experience levels. The data were analyzed through ANOVA and Regression Analysis using SPSS software, which tests the hypothesis thus defined.
The analysis revealed that AI-based HR systems up the likelihood of a high work-life balance and employee engagement; yet, no statistical evidence showed any correlation between AI integration and positive employee well-being, organizational culture, or job satisfaction. There were, however, concerns on the level of data privacy, algorithmic bias, and ethical transparency, yet they did not profoundly impact the overall acceptance of AI systems, as testified to by the study. The work points out that there is still a gap between the technological advancement and the trust of employees, and ethical governance and transparency in the application of AI for HR are in dire need.
Organizations must place a premium on transparency and various other ethical considerations other than employee trust, therefore enabling them to maximize all attainable benefits of AI on HR. Among the recommendations proposed within this study are widescale organizations creating sound data privacy policies, monitoring AI systems for real-time algorithmic biases, involving employees in the decision-making processes around AI implementation, and so forth. The study lays the groundwork for ongoing future studies to investigate other countries and industries using a qualitative research approach.
References
An, R., Ji, M., & Zhang, S. (2017). Effectiveness of Social Media-based Interventions on Weight-related Behaviors and Body Weight Status: Review and Meta-analysis. American journal of health behavior, 41(6), 670–682. https://doi.org/10.5993/AJHB.41.6.1 DOI: https://doi.org/10.5993/AJHB.41.6.1
Belanche, D., Cenjor, I. and Pérez-Rueda, A. (2019), "Instagram Stories versus Facebook Wall: an advertising effectiveness analysis", Spanish Journal of Marketing - ESIC, Vol. 23 No. 1, pp. 69-94. https://doi.org/10.1108/SJME-09-2018-0042 DOI: https://doi.org/10.1108/SJME-09-2018-0042
Celimli, S., & Adanacioglu, H. (2021). Comparison of social media platforms in terms of marketing performances of food companies. Italian Journal of Food Science, 33(2), 54-62. https://doi.org/10.15586/ijfs.v33i2.2031 DOI: https://doi.org/10.15586/ijfs.v33i2.2031
Chan, C. (2012), "Marketing the academic library with online social network advertising", Library Management, Vol. 33 No. 8/9, pp. 479-489. https://doi.org/10.1108/01435121211279849 DOI: https://doi.org/10.1108/01435121211279849
Chiang, I., Chuang, C., & Lin, P. (2018). DO NATIVE ADVERTISEMENTS ATTRACT MORE ATTENTION FROM FACEBOOK USERS?. International Journal of Electronic Commerce Studies, 9(2), 191-207. http://dx.doi.org/10.7903/ijecs.1560 DOI: https://doi.org/10.7903/ijecs.1560
Chinchanachokchai, S., & de Gregorio, F. (2020). A consumer socialization approach to understanding advertising avoidance on social media. Journal of Business Research, 110, 474-483. https://doi.org/10.1016/j.jbusres.2020.01.062 DOI: https://doi.org/10.1016/j.jbusres.2020.01.062
Cinelli, M., De Francisci Morales, G., Galeazzi, A., Quattrociocchi, W., & Starnini, M. (2021). The echo chamber effect on social media. Proceedings of the National Academy of Sciences of the United States of America, 118(9), e2023301118. https://doi.org/10.1073/pnas.2023301118 DOI: https://doi.org/10.1073/pnas.2023301118
Danaher, P. J., & Dagger, T. S. (2013). Comparing the Relative Effectiveness of Advertising Channels: A Case Study of a Multimedia Blitz Campaign. Journal of Marketing Research, 50(4), 517-534. https://doi.org/10.1509/jmr.12.0241 DOI: https://doi.org/10.1509/jmr.12.0241
de Vries, L., Gensler, S., & Leeflang, P. S. H. (2017). Effects of Traditional Advertising and Social Messages on Brand-Building Metrics and Customer Acquisition. Journal of Marketing, 81(5), 1-15. https://doi.org/10.1509/jm.15.0178 DOI: https://doi.org/10.1509/jm.15.0178
Falcão, J., & Isaías, P. (2020). Perceptions and Attitude Toward Advertising on Social Networks and Search Engines: A Comparative Analysis. Journal of Internet Commerce, 19(4), 404–436. https://doi.org/10.1080/15332861.2020.1816325 DOI: https://doi.org/10.1080/15332861.2020.1816325
Frandsen, M., Thow, M., & Ferguson, S. G. (2016). The Effectiveness Of Social Media (Facebook) Compared With More Traditional Advertising Methods for Recruiting Eligible Participants To Health Research Studies: A Randomized, Controlled Clinical Trial. JMIR research protocols, 5(3), e161. https://doi.org/10.2196/resprot.5747 DOI: https://doi.org/10.2196/resprot.5747
Ju, A., Jeong, S. H., & Chyi, H. I. (2013). Will Social Media Save Newspapers? Examining the effectiveness of Facebook and Twitter as news platforms. Journalism Practice, 8(1), 1–17. https://doi.org/10.1080/17512786.2013.794022 DOI: https://doi.org/10.1080/17512786.2013.794022
Knoll, J. (2015). Advertising in social media: a review of empirical evidence. International Journal of Advertising, 35(2), 266–300. https://doi.org/10.1080/02650487.2015.1021898 DOI: https://doi.org/10.1080/02650487.2015.1021898
Leung, X.Y., Sun, J. and Bai, B. (2019), "Thematic framework of social media research: state of the art", Tourism Review, Vol. 74 No. 3, pp. 517-531. https://doi.org/10.1108/TR-05-2018-0058 DOI: https://doi.org/10.1108/TR-05-2018-0058
Logan, K., Bright, L.F. and Gangadharbatla, H. (2012), "Facebook versus television: advertising value perceptions among females", Journal of Research in Interactive Marketing, Vol. 6 No. 3, pp. 164-179. https://doi.org/10.1108/17505931211274651 DOI: https://doi.org/10.1108/17505931211274651
Nuseir, M. (2020). Is advertising on social media effective? An empirical study on the growth of advertisements on the Big Four [Facebook, Twitter, Instagram, WhatsApp]. International Journal of Procurement Management, 13(1), 134-142. https://doi.org/10.1504/IJPM.2019.10020526 DOI: https://doi.org/10.1504/IJPM.2020.105191
Pelet, J. & Ettis, S. A. (2022). Social Media Advertising Effectiveness: The Role of Perceived Originality, Liking, Credibility, Irritation, Intrusiveness, and Ad Destination. International Journal of Technology and Human Interaction (IJTHI), 18(1), 1-20. https://doi.org/10.4018/IJTHI.2022010106 DOI: https://doi.org/10.4018/IJTHI.2022010106
Pelletier, M.J., Krallman, A., Adams, F.G. and Hancock, T. (2020), "One size doesn’t fit all: a uses and gratifications analysis of social media platforms", Journal of Research in Interactive Marketing, Vol. 14 No. 2, pp. 269-284. https://doi.org/10.1108/JRIM-10-2019-0159 DOI: https://doi.org/10.1108/JRIM-10-2019-0159
Raudeliūnienė, J., Davidavičienė, V., Tvaronavičienė, M., & Jonuška, L. (2018). Evaluation of Advertising Campaigns on Social Media Networks. Sustainability, 10(4), 973. https://doi.org/10.3390/su10040973 DOI: https://doi.org/10.3390/su10040973
Taylor, D. G., Lewin, J., & Strutton, D. (2011). Friends, fans, and followers: Do ads work on social networks? Journal of Advertising Research, 51(1), 258-275. https://doi.org/10.2501/JAR-51-1-258-275 DOI: https://doi.org/10.2501/jar-51-1-258-275
Tsaltskan, V., Baez, R. S., & Firestein, G. (2023). Cost-effectiveness of social media advertising as a recruitment tool: A systematic review and meta-analysis. https://doi.org/10.1017/cts.2023.596 DOI: https://doi.org/10.1017/cts.2023.596
Voorveld, H. A. M., van Noort, G., Muntinga, D. G., & Bronner, F. (2018). Engagement with Social Media and Social Media Advertising: The Differentiating Role of Platform Type. Journal of Advertising, 47(1), 38–54. https://doi.org/10.1080/00913367.2017.1405754 DOI: https://doi.org/10.1080/00913367.2017.1405754
Yousef, M., Dietrich, T., & Rundle-Thiele, S. (2021). Social Advertising Effectiveness in Driving Action: A Study of Positive, Negative and Coactive Appeals on Social Media. International Journal of Environmental Research and Public Health, 18(11), 5954. https://doi.org/10.3390/ijerph18115954 DOI: https://doi.org/10.3390/ijerph18115954
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