Challenge and hindrance appraisals of smart technology, artificial intelligence, robotics and algorithms (STARA) awareness and job performance: The moderating role of work-life balance
DOI:
https://doi.org/10.18778/0867-5856.2026.06Słowa kluczowe:
challenge-hindrance, hotel industry, job performance, STARA awareness, work-life balanceAbstrakt
This study examines hotel employees’ perceptions of smart technology, artificial intelligence, robotics and algorithms (STARA) awareness regarding challenges and hindrances as well as analyzing how these perceptions influence their job performance. It also investigates the role of work-life balance as a moderating factor in the relationship between STARA awareness as a stressor with job performance. A quantitative research approach was employed, with data collected online and from face-to-face questionnaires. The study targeted employees from 5-star hotels in Jakarta who have had at least two years of experience working with technology and hold permanent or contract positions (excluding daily or part-time workers). A total of 400 respondents participated. The findings indicate that viewing STARA awareness as a challenge positively influences job performance, while perceiving it as a hindrance has no significant effect. Moreover, work-life balance was found to impact job performance. Future research could extend these findings by comparing international and local hotels and incorporating additional variables such as technological competence, organizational support and work involvement.
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Bibliografia
Adya, A.F., & Desiana, P.M. (2025). The effect of employee adaptation to STARA (smart technology, artificial intelligence, robotics and algorithm) with service performance mediated by job crafting, job insecurity, and work engagement. Eduvest – Journal of Universal Studies, 5(8), 10709–10727. https://doi.org/10.59188/eduvest.v5i8.52070
Akkuş, G., & Arslan, A. (2023). Work-related stress experienced by tour guides. Turyzm/Tourism, 33(2), 95–110. https://doi.org/10.18778/0867-5856.33.2.08
Alomran, A.M., Azim Ahmed, T.S.A., Alajloni, A.A., Kassem, A.M., El-Kholy, M.M.A., & Shaker, E.S.M. (2022). Do external corporate social responsibility activities related to the local community during COVID-19 increase employees’ job performance? Evidence from hospitality and tourism establishments at Hail city, KSA. Cogent Social Sciences, 8(1), Article 2093467. https://doi.org/10.1080/23311886.2022.2093467
Arumdani, K., & Churiyah, M. (2022). Job stress, work life balance, and workplace wellbeing: A bibliometric analysis. Jurnal Syntax Transformation, 3(05), 631–642. https://doi.org/10.46799/jst.v3i5.554
Balatska, N., Radkevych, L., Robul, Y., Vdovichena, O., & Strenkovska, A. (2022). Digital technologies and digital marketing: New opportunities for tourism and hospitality business. Financial and Credit Activity: Problems of Theory and Practice, 6(47), 424–432. https://doi.org/10.55643/fcaptp.6.47.2022.3924
Bangun, Y.R., Pritasari, A., Widjaja, F.B., Wirawan, C., Wisesa, A., & Ginting, H. (2021). Role of happiness: Mediating digital technology and job performance among lecturers. Frontiers in Psychology: Section Organizational Psychology, 12, Article 593155. https://doi.org/10.3389/fpsyg.2021.593155
Baskaran, S., Lay, H.S., Ming, B.S., & Mahadi, N. (2020). Technology adoption and employee’s job performance: An empirical investigation. International Journal of Academic Research in Economics and Management Sciences, 9(1), 42–66. https://doi.org/10.6007/ijarems/v9-i1/7443
Besagas, A.J.L., & Branzuela, S.K.M. (2023). The mediating role of quality of work life on occupational stress and work life balance of police personnel. Journal of Legal Subjects, 3(02), 13–22. https://doi.org/10.55529/jls.32.13.22
Bhargava, A., Bester, M., & Bolton, L. (2021). Employees’ perceptions of the implementation of robotics, artificial intelligence, and automation (RAIA) on job satisfaction, job security, and employability. Journal of Technology in Behavioral Science, 6(1), 101–113. https://doi.org/10.1007/s41347-020-00153-8
Bhaswani, P., & Hymavathi, C. (2022). The factors that affecting employee performance in Indian hospitality industry. Journal of Positive School Psychology, 6(3), 3706–3715. https://journalppw.com/index.php/jpsp/article/view/2160/1332
Bolm, S.L., Zwaal, W., & Fernandes, M.B. (2022). Effects of mindfulness on occupational stress and job satisfaction of hospitality and service workers. Research in Hospitality Management, 12(1), 61–70. https://doi.org/10.1080/22243534.2022.2080954
Borgia, M.S., Di Virgilio, F., La Torre, M., & Khan, M.A. (2022). Relationship between work-life balance and job performance moderated by knowledge risks: Are bank employees ready? Sustainability, 14(9), Article 5416. https://doi.org/10.3390/su14095416
Brougham, D., & Haar, J. (2018). Smart technology, artificial intelligence, robotics, and algorithms (STARA): Employees’ perceptions of our future workplace. Journal of Management & Organization, 24(2), 239–257. https://doi.org/10.1017/jmo.2016.55
Cabaraban, L.A., & Borbon, N.M.D. (2021). Work life balance among hotel employees in Cagayan de Oro City during COVID-19 pandemic, Misamis Oriental. International Journal of Research Studies in Management, 9(4), 63–79. https://doi.org/10.5861/ijrsm.2021.m7738
Cai, W., Xu, C., Yu, S., & Gong, X. (2022). Research on the impact of challenge-hindrance stress on employees’ innovation performance: A chain mediation model. Frontiers in Psychology: Section Organizational Psychology, 13, Article 745259. https://doi.org/10.3389/fpsyg.2022.745259
Choi, Y., Choi, M., Oh, M., & Kim, S. (2020). Service robots in hotels: Understanding the service quality perceptions of human-robot interaction. Journal of Hospitality Marketing & Management, 29(6), 613–635. https://doi.org/10.1080/19368623.2020.1703871
Deng, J., Guo, Y., Ma, T., Yang, T., & Tian, X. (2019). How job stress influences job performance among Chinese healthcare workers: A cross-sectional study. Environmental Health and Preventive Medicine, 24, Article 2. https://doi.org/10.1186/s12199-018-0758-4
Dewi, N.P.A.K., Sihombing, I.H.H., & Hendri, I.D.P.P. (2021). The influence of work life balance on job satisfaction of housekeeping employee at Renaissance Bali Uluwatu Resort & Spa. International Journal of Applied Sciences in Tourism and Events, 5(2), 190–196. https://doi.org/10.31940/ijaste.v5i2.190-196
Ding, L. (2021). Employees’ challenge-hindrance appraisals toward STARA awareness and competitive productivity: A micro-level case. International Journal of Contemporary Hospitality Management, 33(9), 2950–2969. https://doi.org/10.1108/IJCHM-09-2020-1038
Ding, L. (2022). Employees’ STARA awareness and innovative work behavioural intentions: Evidence from US casual dining restaurants. In S. Tabarai & W. Chen (Eds.), Global strategic management in the service industry: A perspective of the New Era (pp. 17–56). Emerald Publishing. https://doi.org/10.1108/978-1-80117-081-920221003
Dorta-Afonso, D., González-de-la-Rosa, M., García-Rodríguez, F.J., & Romero-Domínguez, L. (2021). Effects of high-performance work systems (HPWS) on hospitality employees’ outcomes through their organizational commitment, motivation, and job satisfaction. Sustainability, 13(6), Article 3226. https://doi.org/10.3390/su13063226
Faisal, A., Hameed, M., & Aleemi, A.R. (2022). Work-life balance and job performance: A mediating and moderating model. Market Forces, 17(1), 1–22. https://doi.org/10.51153/mf.v17i1.558
Fernández-Batanero, J.-M., Román-Graván, P., Reyes-Rebollo, M.-M., & Montenegro-Rueda, M. (2021). Impact of educational technology on teacher stress and anxiety: A literature review. International Journal of Environmental Research and Public Health, 18(2), Article 548. https://doi.org/10.3390/ijerph18020548
Fotiadis, A., Abdulrahman, K., & Spyridou, A. (2019). The mediating roles of psychological autonomy, competence and relatedness on work-life balance and well-being. Frontiers in Psychology: Section Organizational Psychology, 10, Article 01267. https://doi.org/10.3389/fpsyg.2019.01267
George, P., & Sreedharan, N.V. (2023). Work life balance and transformational leadership as predictors of employee job satisfaction. Serbian Journal of Management, 18(2), 253–273. https://doi.org/10.5937/sjm18-34305
Ghani, B., Zada, M., Memon, K.R., Ullah, R., Khattak, A., Han, H., Ariza-Montes, A., & Araya-Castillo, L. (2022). Challenges and strategies for employee retention in the hospitality industry: A review. Sustainability, 14(5), Article 2885. https://doi.org/10.3390/su14052885
Hair, J.F., Jr., Hult, G.T.M., Ringle, C.M., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). SAGE Publications.
Hair, J.F., Jr., Hult, G.T.M., Ringle, C.M., Sarstedt, M., Danks, N.P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM): A workbook (3rd ed.). SAGE Publications. https://doi.org/10.1007/978-3-030-80519-7
Han, H., Lee, K.-S., Kim, S.(S.), Wong, A.K.F., & Moon, H. (2022). What influences company attachment and job performance in the COVID-19 era? Airline versus hotel employees. Tourism Management Perspectives, 44, Article 101001. https://doi.org/10.1016/j.tmp.2022.101001
Hoang, L.V., Vu, H.M., & Ngo, V.M. (2020). Factors affecting job pursuit intention in hotel industry in Ho Chi Minh, Viet Nam. Journal of Asian Finance, Economics and Business, 7(11), 281–290. https://doi.org/10.13106/jafeb.2020.vol7.no11.281
Hori, N., & Chao, R.-F. (2022). How emotional labor affects job performance in hospitality employees: The moderation of emotional intelligence. International Journal of Research in Business and Social Science, 11(3), 151–160. https://doi.org/10.20525/ijrbs.v11i3.1733
Hsu, H., & Tseng, K.-F. (2022). Facing the era of smartness: Constructing a framework of required technology competencies for hospitality practitioners. Journal of Hospitality and Tourism Technology, 13(3), 500–526. https://doi.org/10.1108/JHTT-04-2021-0120
Huang, M.-H., & Rust, R.T. (2018). Artificial intelligence in service. Journal of Service Research, 21(2), 155–172. https://doi.org/10.1177/1094670517752459
Irawanto, D.W., Novianti, K.R., & Roz, K. (2021). Work from home: Measuring satisfaction between work-life balance and work stress during the COVID-19 pandemic in Indonesia. Economies, 9(3), Article 96. https://doi.org/10.3390/economies9030096
Ivkov, M., Blešić, I., Dudić, B., Bartáková, G.P., & Dudić, Z. (2020). Are future professionals willing to implement service robots? Attitudes of hospitality and tourism students towards service robotization. Electronics, 9(9), Article 1442. https://doi.org/10.3390/electronics9091442
Kansakar, P., Munir, A., & Shabani, N. (2019). Technology in the hospitality industry: Prospects and challenges. IEEE Consumer Electronics Magazine, 8(3), 60–65. https://doi.org/10.1109/MCE.2019.2892245
Kerdpitak, C., & Jermsittiparsert, K. (2020). The effects of workplace stress, work-life balance on turnover intention: An empirical evidence from pharmaceutical industry in Thailand. Systematic Reviews in Pharmacy, 11(2), 586–594. https://www.sysrevpharm.org/articles/the-effects-of-workplace-stress-worklife-balance-on-turnover-intention-an-empirical-evidence-from-pharmaceutical-industr.pdf
Kong, H., Yuan, Y., Baruch, Y., Bu, N., Jiang, X., & Wang, K. (2021). Influences of artificial intelligence (AI) awareness on career competency and job burnout. International Journal of Contemporary Hospitality Management, 33(2), 717–734. https://doi.org/10.1108/IJCHM-07-2020-0789
Lazarus, R.S., & Folkman, S. (1984). Stress, appraisal, and coping. Springer.
Lestari, N.S., Rosman, D., Faridi, A., Sukma, B.E., Rokhmah, S., & Gunawan, A. (2023). The effect of technology readiness and customers’ acceptance on online hotel booking intention. In 2023 8th International Conference on Business and Industrial Research, ICBIR 2023 (pp. 759–764). IEEE. https://doi.org/10.1109/ICBIR57571.2023.10147648
Li, P., Peeters, M.C.W., Taris, T.W., & Zhang, Y. (2021). In the eye of the beholder: Challenge and hindrance appraisals of work characteristics and their implications for employee’s well-being. Frontiers in Psychology: Section Organizational Psychology, 12, Article 708309. https://doi.org/10.3389/fpsyg.2021.708309
Lingmont, D.N.J., & Alexiou, A. (2020). The contingent effect of job automating technology awareness on perceived job insecurity: Exploring the moderating role of organizational culture. Technological Forecasting and Social Change, 161, Article 120302. https://doi.org/10.1016/j.techfore.2020.120302
Mabungela, M. (2023). Artificial intelligence (AI) and automation in the world of work: A threat to employees? Research in Social Sciences and Technology, 8(4), 135–146. https://doi.org/10.46303/ressat.2023.37
Mazzola, J.J., & Disselhorst, R. (2019). Should we be “challenging” employees? A critical review and meta-analysis of the challenge-hindrance model of stress. Journal of Organizational Behavior, 40(8), 949–961. https://doi.org/10.1002/job.2412
Mufida Ahmad, A., Handaru, A.W., & Usman, O. (2022). The effect of workload, work stress and work-life balance on employee performance (case study on startup employees in Jakarta). Devotion Journal of Community Service, 3(14), 2749–2757. https://devotion.greenvest.co.id/index.php/dev/article/view/336
Ni, W.-Y., Ng, E., Chiang, Y.-Te, LePage, B.A., Yang, F.-H., & Fang, W.-T. (2022). Examine the relationships between health-related quality of life, achievement motivation and job performance: the case of Taiwan hospitality industry. BMC Psychology, 10(1), Article 172. https://doi.org/10.1186/s40359-022-00884-8
Parvez, M.O., Öztüren, A., Cobanoglu, C., Arasli, H., & Eluwole, K.K. (2022). Employees’ perception of robots and robot-induced unemployment in hospitality industry under COVID-19 pandemic. International Journal of Hospitality Management, 107, Article 103336. https://doi.org/10.1016/j.ijhm.2022.103336
Prastita, D.R., Endratno, H., Darmawan, A., & Hidayah, A. (2025). The influence of work life balance, workload, and work stress on employee performance at PT. Sinar Tambang Arthalestari / Pengaruh work-life balance, beban kerja, dan stres kerja terhadap kinerja karyawan pada PT. Sinar Tambang Arthalestari. Management Studies and Entrepreneurship Journal (MSEJ), 6(3), 1639–1654 [in Indonesian]. https://journal.yrpipku.com/index.php/msej/article/view/6828/4056
Presenza, A., Petruzzelli, A.M., & Natalicchio, A. (2019). Business model innovation for sustainability: Highlights from the tourism and hospitality industry. Sustainability, 11(1), Article 212. https://doi.org/10.3390/su11010212
Putra Edy Wirawan, R. (2022). Pengaruh beban kerja terhadap stres kerja melalui work life balance: Studi pada pegawai Dinas Perhubungan Kota Pasuruan. Sibatik Journal: Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan, 1(10), 2169–2180. https://doi.org/10.54443/sibatik.v1i10.319
Rane, U., & Bhosale, V. (2023). Smart technology, artificial intelligence, robotics, and algorithms (STARA): Employees’ perceptions of our future workplace. International Journal of Advanced Research in Science, Communication and Technology (IJARSCT), 3(3), 343–348. https://doi.org/10.48175/IJARSCT-8167
Santhanam, N., Ramesh Kumar, J., Kumar, V., & Saha, R. (2021). Employee turnover intention in the milieu of human resource management practices: Moderating role of work-life balance. International Journal of Business Innovation and Research, 24(1), 57–75. https://doi.org/10.1504/IJBIR.2021.111979
Schoch, M. (2023). The interplay of challenge-hindrance-appraisal and self-efficacy: Technostress and remote working performance. Australasian Journal of Information Systems, 27. https://doi.org/10.3127/ajis.v27i0.3653
Seng, N.L., & Arumugam, T. (2017). Financial reward and motivation toward employee job performance in the hospitality industry in Klang Valley. Electronic Journal of Business & Management, 2(1), 51–60. https://doi.org/10.65136/ejbm.v2i1.185
Susanto, P., Hoque, M.E., Jannat, T., Emely, B., Zona, M.A., & Islam, M.A. (2022). Work-life balance, job satisfaction, and job performance of SMEs employees: The moderating role of family-supportive supervisor behaviors. Frontiers in Psychology: Section Organizational Psychology, 13, Article 906876. https://doi.org/10.3389/fpsyg.2022.906876
Tahiri, A., Kovaci, I., Dimoska, T., & Meha, A. (2022). Impact of motivation on employee performance in the hospitality industry. Quality – Access to Success, 23(187), 58–64. https://doi.org/10.47750/QAS/23.187.07
Tan, K.-L., Gim, G.C.W., Hii, I.S.H., & Zhu, W. (2023). STARA fight or flight: A two-wave time-lagged study of challenge and hindrance appraisal of STARA awareness on basic psychological needs and individual competitiveness productivity among hospitality employees. Current Issues in Tourism, 27(13), 2151–2169. https://doi.org/10.1080/13683500.2023.2224550
Tsui, P.-L. (2021). Would organizational climate and job stress affect wellness? An empirical study on the hospitality industry in Taiwan during COVID-19. International Journal of Environmental Research and Public Health, 18(19), Article 10491. https://doi.org/10.3390/ijerph181910491
Tuan, L.T. (2022). How and when does hospitality employees’ core beliefs challenge foster their proactive coping for technostress? Examining the roles of promotion focus, job insecurity, and technostress. Journal of Hospitality and Tourism Management, 52, 86–99. https://doi.org/10.1016/j.jhtm.2022.05.017
United Nations General Assembly. (2015). Resolution adopted by the General Assembly on 25 September 2015: Transforming our world: The 2030 Agenda for Sustainable Development (A/RES/70/1). https://docs.un.org/en/A/RES/70/1
Xu, Y., Liao, C., Huang, L., Li, Z., Xiao, H., & Pan, Y. (2024). The positive side of stress: Investigating the impact of challenge stressors on innovative behavior in higher education. Acta Psychologica, 246, Article 104255. https://doi.org/10.1016/j.actpsy.2024.104255
Zhang, X., & Jin, H. (2023). How does smart technology, artificial intelligence, automation, robotics, and algorithms (STAARA) awareness affect hotel employees’ career perceptions? A disruptive innovation theory perspective. Journal of Hospitality Marketing and Management, 32(2), 264–283. https://doi.org/10.1080/19368623.2023.2166186
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