Open research questions in Cyberloafing and Workplace Behavior

What the literature leaves open

• Nevertheless, it is necessary to highlight certain limitations of this study, which need to be considered when interpreting its findings. First of all, this study applies a cross-sectional design, which allows collecting data on the current situation. Therefore, although some relationships have been established, it is impossible to claim any causality between variables. Second, all the data have been gathered by means of a self-report technique in surveys. Although the self- report technique is one of the most widespread techniques in organisational behaviour studies, it is subject to such biases as common method variance, social desirability bias, and subjectivity of questions. Future research could use supervisor reports or objective measures of the organisation. Lastly, this research has been carried out among Gen-Z employees of private banks in Lucknow, Uttar Pradesh. However, despite the valuable information that was gathered in the above-stated context through research focus, results from this research cannot be extrapolated for application to the case of public sector bank employees or employees of any other industry/region because there may be differences in organisational culture and management styles along with the economic scenario of the place. Moreover, in this particular research, only four key variables were selected as the focus for this research, namely, Emotional Intelligence, Job Stress, Burnout, and Work Life Balance. Employee Wellness is a multi-faceted concept and depends upon many other factors besides the above said four, such as organisational support, leadership styles, job satisfaction, employee engagement, resilience, and individual personality. Lastly, Generation Z was considered in this research to be quite a homogeneous group when, in actuality, Generation Z may have a lot of variance in itself due to various factors like education, experience, type of jobs, socio-economic status, etc.

  The Role of Emotional Intelligence in Maintaining Work-Life Balance among Gen Z Employees · 2026 · DOI

• Although this study has made some headway in examining how human–machine cooperation is associated with employee digital creativity, there are still certain issues that need to be addressed in other studies. First, this study utilized cross-sectional multi-source survey data for analysis. While this approach can verify correlations between variables, it fails to establish temporal precedence or definitive causal inferences.

  How human–machine collaboration fuels employees' digital creativity: the serial mediating roles of technology acceptance and positive emotion · 2026 · DOI

• CONCLUSION AND The introduction of AI in the workplace has a nuanced effect on work-life balance and employee satisfaction. While AI can lead to greater flexibility, it also brings job enrichment, and efficiency, challenges like potential work-life imbalance, job security concerns, and the need for continuous skill development. Organizations can mediate these effects through proactive support and employee engagement strategies, promoting a balanced and satisfying work environment in an era of AI integration (Paul & Singh, 2023). This approach encourages organizations to assess both the benefits and challenges AI presents to their workforce, aiming to maximize positive impacts while mitigating adverse effects. The intricate and ever-evolving nexus between artificial intelligence (AI) and the quality of life and work-life balance is a subject of profound complexity, necessitating additional continuous intelligence, commonly investigation. Artificial referred to as AI, possesses the inherent capability to augment productivity, efficiency, and convenience across diverse domains. However, it simultaneously engenders a plethora of significant inquiries and inquiry and scholarly contemplations that warrant careful examination. Additional investigation is warranted in order to comprehensively comprehend the ramifications of artificial intelligence (AI) on various dimensions of quality of life, including but not limited to job satisfaction, work-life equilibrium, and overall state of well-being. The examination of how AI technologies can be effectively integrated into work environments to provide support and empowerment to individuals, without displacing or diminishing the is of utmost value of human contributions, importance. The ethical implications pertaining to artificial intelligence is of utmost importance. The comprehensive examination of issues such as privacy, bias, transparency, and accountability are imperative in order to guarantee the responsible and equitable development and deployment of AI systems. exploration of the it is Furthermore, imperative to engage in continuous exploration in order to comprehensively grasp the potential risks and challenges that are inherently intertwined with the adoption of artificial intelligence. The aforementioned aspects encompass the need to acknowledge apprehensions pertaining to the displacement of employment opportunities, the requisite proficiencies demanded by AI, and the likelihood of AI further amplifying prevailing disparities. Through the diligent pursuit of additional scholarly inquiry and the persistent engagement in ongoing exploratory endeavors, we can acquire a more profound comprehension of the intricate interplay between artificial intelligence (AI) and the overall quality of life and work-life balance. The acquisition of this knowledge shall serve as a foundation formulation of policies, guidelines, and best practices aimed at optimizing intelligence, while the advantages of artificial concurrently addressing its potential drawbacks. Consequently, this shall culminate in a more equitable and influence on both individuals and society at large. favorable the for Acknowledgement: The author would like to acknowledge the support of Prince Sultan University for covering the Article Processing Charges (APC) of this publication. Declaration of Funding: There is no sponsorship or any grant funding for producing this research article. REFERENCES Al Halbusi, H., Al-Sulaiti, K., AlAbri, S., & Al-Sulaiti, I. (2023). Individual and psychological factors influencing hotel employee’s work engagement: The contingent role of self-efficacy. Cogent Business and Management, 10(3). https://doi.org/10.1080/23311975.2023.2254914 Alshawi, A. (2022). Artificial Intelligence for Sustainability: Opportunities and Challenges. Artificial 1–31.

  NAVIGATING AI'S ROLE IN WORK-LIFE BALANCE: ENHANCEMENTS, CHALLENGES, AND SOLUTIONS · 2026 · DOI

• (Kumar et al., 2022). The aforementioned advancements serve to economies time, amplify productivity, and augment the overall user experience. Nevertheless, it is imperative to acknowledge that artificial intelligence is not devoid of its limitations. It is incumbent upon us to exercise human oversight and employ critical thinking in SCIENTIFIC CULTURE, Vol. 12, No 2.1, (2026), pp. 5513-5532 5522 NOR ASIAH MAHMOOD et el order to guarantee precision and render wellinformed judgements (Lo, 2023). 2.5.1. AI power devices and systems contribute to convenience, efficiency to the contributions The advent and proliferation of AI-powered devices and systems have undeniably made realms of substantial convenience, efficiency, and enhanced accessibility to a plethora of information and services (Bhargava et al., 2021). Through the utilization of machine learning and natural language processing, these cutting-edge technologies possess the capability to comprehend and decipher user input, thereby facilitating the provision of responses that are tailored to the individual and pertinent to the context at hand (Isaac et al., 2024). to as even facilitates inquiries, and dispensation execution tools in a multitude of An area in which artificial intelligence has undeniably exerted a substantial influence is within the realm of virtual assistants and chatbots. The the utilization of AI-powered assistance of users tasks, encompassing but not limited to the provision of answers of of recommendations, rudimentary transactions (Kiyasseh et al., 2023). They provide a convenient and efficient means by which users may access information and services without necessitating human intervention. Virtual assistants such as Siri, Alexa, and Google Assistant have undeniably indispensable emerged components of our quotidian existence, adeptly facilitating an array of activities spanning from the establishment of reminders to the management of smart home apparatuses (Fagan, 2024). it the integration of AI-powered systems has significantly bolstered operational efficiency across diverse industries (Slota et al., 2023). In the realm of healthcare, artificial intelligence algorithms possess to meticulously scrutinize vast the capability quantities of medical data, thereby facilitating the process of disease diagnosis. Consequently, this results in expedited and enhanced accuracy in the identification of various ailments. In the realm of finance, algorithms empowered by artificial intelligence possess the capability to meticulously scrutinize copious volumes of data, thereby intricate patterns and engendering discerning predictions (Currie et al., 2024).

  NAVIGATING AI'S ROLE IN WORK-LIFE BALANCE: ENHANCEMENTS, CHALLENGES, AND SOLUTIONS · 2026 · DOI

• revolutionized the manner in which we ascertain and engage with various forms of content (Bankins, Hu, et al., 2024). In various domains such as music, movies, books, and products, artificial intelligence algorithms diligently scrutinize user preferences, behavior patterns, and historical data in order to proffer meticulously customized recommendations (Herrmann & Masawi, 2022). Not only does this serve to enhance the overall user experience, but it also aids the exploration and in identification of novel and pertinent content that is in harmony with their personal interests (Slota et al., 2023). individuals as such scheduling, the provision of In the realm of personal task management, it is evident that artificial intelligence (AI) has made significant strides in enhancing efficiency. This has been achieved through the automation of various information processes organization, and tailored recommendations (Kumar et al., 2022). The aforementioned advancements serve to economies time, amplify productivity, and augment the overall user experience. Nevertheless, it is imperative to acknowledge that artificial intelligence is not devoid of its limitations. It is incumbent upon us to exercise human oversight and employ critical thinking in SCIENTIFIC CULTURE, Vol. 12, No 2.1, (2026), pp. 5513-5532 5522 NOR ASIAH MAHMOOD et el order to guarantee precision and render wellinformed judgements (Lo, 2023). 2.5.1. AI power devices and systems contribute to convenience, efficiency to the contributions The advent and proliferation of AI-powered devices and systems have undeniably made realms of substantial convenience, efficiency, and enhanced accessibility to a plethora of information and services (Bhargava et al., 2021). Through the utilization of machine learning and natural language processing, these cutting-edge technologies possess the capability to comprehend and decipher user input, thereby facilitating the provision of responses that are tailored to the individual and pertinent to the context at hand (Isaac et al., 2024). to as even facilitates inquiries, and dispensation execution tools in a multitude of An area in which artificial intelligence has undeniably exerted a substantial influence is within the realm of virtual assistants and chatbots. The the utilization of AI-powered assistance of users tasks, encompassing but not limited to the provision of answers of of recommendations, rudimentary transactions (Kiyasseh et al., 2023). They provide a convenient and efficient means by which users may access information and services without necessitating human intervention.

  NAVIGATING AI'S ROLE IN WORK-LIFE BALANCE: ENHANCEMENTS, CHALLENGES, AND SOLUTIONS · 2026 · DOI

• It specifically addresses the gaps in literature by clearly distinguishing between the complementarity and substitution effects of automation on job tasks, differentiating general fear of job loss from specific technological unemployment fears, and exploring the role of previous training experiences, formal education levels, and structural barriers in shaping training decisions.

  Adapting to digital transformation: Determinants of training motivation in response to digital automation among workers in six EU countries · 2025 · DOI

• This discrepancy is intensified by the digital divide, insufficient knowledge and skills, and a less open attitude towards AI among women, thereby limiting women's access to AI-driven opportunities.

  Decoding the interface: Exploring women's perspectives on integrating AI in professional work · 2023 · DOI

• Further investigation of the literature shows that 3 aspects are being the most popular among telework researchers: 1) demographic and psychological characteristic of telecommuting individuals, 2) causes of teleworking, 3) outcomes of teleworking, such as: increased productivity, organizational loyalty, satisfaction and high morale, decreased level of stress and positive work-life balance.

  Telepraca – ujęcie definicyjne, poruszane problemy i zalecenia na przyszłość · 2008 · DOI

• The paper does not address potential confounding variables or contextual factors (organizational culture, remote vs. in-office work, management supervision levels) that could influence cyber-loafing behavior.

  The Influence of Job Stress, Job Boredom, and Technology Accessibility on Cyber-Loafing Behavior in Online Customer Service Employees · 2026 · DOI

• The paper proposes organizational interventions (workload distribution, task rotation, internet usage rules, ethical training) but does not discuss empirical validation or measurement of these interventions' effectiveness.

  The Influence of Job Stress, Job Boredom, and Technology Accessibility on Cyber-Loafing Behavior in Online Customer Service Employees · 2026 · DOI

• No discussion of potential individual differences or demographic factors (age, tenure, personality traits) that might moderate the relationships between job stress, boredom, technology accessibility, and cyber-loafing.

  The Influence of Job Stress, Job Boredom, and Technology Accessibility on Cyber-Loafing Behavior in Online Customer Service Employees · 2026 · DOI

• Previous studies have provided inconsistent findings regarding the influence of automation on workers' training motivations, lacking detailed distinctions between task complementarity and substitution effects, as well as differentiations in types of job insecurity.

  Adapting to digital transformation: Determinants of training motivation in response to digital automation among workers in six EU countries · 2025 · DOI

• Originality/value Even though implicit self-theories have received tremendous interest and empirical support, be it generic or domain-specific, the effect of implicit belief in technological applications was not clearly determined.

  The influence of implicit self-theories on ChatGPT usage · 2024 · DOI

• While it has demonstrated robust psychometric properties across diverse populations, its applicability to online gig workers- a growing segment of the labor market—remains underexplored.

  Examining the work need satisfaction scale in the online platform gig work environment: a structural and contextual analysis · 2024 · DOI

• Regrettably, the factors contributing to mobile phone use while riding (MPUWR) among food delivery riders remain under-researched.

  Distracted on duty: A theory-based exploration of influences leading to mobile phone distracted riding among food delivery workers · 2024 · DOI

• This is an undoubted advantage of this publication, because it reveals the need to have interdisciplinary competences, also in the context of the prospect of further research on the interpenetration of technology and psychology.

  „Usieciowienie” versus psychologia. Kilka uwag na temat książki Agnieszki Ogonowskiej „Cyberpsychologia. Media — użytkownicy — zastosowania”, Kraków 2021 · 2023 · DOI

Most-cited papers in Cyberloafing and Workplace Behavior

• The effects of remote work on collaboration among information workers · Nature Human Behaviour · 2021 · 566 citations
• Perceived Proximity in Virtual Work: Explaining the Paradox of Far-but-Close · Organization Studies · 2008 · 297 citations
• COVID‐19 and the New Technologies of Organizing: Digital Exhaust, Digital Footprints, and Artificial Intelligence in the Wake of Remote Work · Journal of Management Studies · 2020 · 227 citations
• The influence of the COVID-19 pandemic on the digital transformation of work · International Journal of Sociology and Social Policy · 2020 · 181 citations
• EPM 20/20: A Review, Framework, and Research Agenda for Electronic Performance Monitoring · Journal of Management · 2019 · 179 citations
• Automation technologies and their impact on employment: A review, synthesis and future research agenda · Technological Forecasting and Social Change · 2023 · 140 citations
• Which Telework? Defining and Testing a Taxonomy of Technology-Mediated Work at a Distance · Social Science Computer Review · 2007 · 115 citations
• Digital workplace transformation in the financial service sector: Investigating the relationship between employees' expectations and intentions · Technology in Society · 2021 · 107 citations
• Cyberloafing: A review and research agenda · Applied Psychology · 2022 · 105 citations
• Digital coping: How frontline workers cope with digital service encounters · Social Policy and Administration · 2020 · 90 citations

Most recent work

• The Influence of Job Stress, Job Boredom, and Technology Accessibility on Cyber-Loafing Behavior in Online Customer Service Employees · Journal of Information System, Technology and Engineering · 2026
• NAVIGATING AI'S ROLE IN WORK-LIFE BALANCE: ENHANCEMENTS, CHALLENGES, AND SOLUTIONS · Research · 2026
• The Debate of Augmentation and Automation: Does Artificial Intelligence Moderate the Growth Effectiveness of Sectoral Employment in India? · Indian Journal of Labour Economics · 2026
• Future Trends of Digital Disruption in the BFSI Sector: The Role of Artificial Intelligence and Blockchain · International Journal for Research in Applied Science and Engineering Technology · 2026
• Validation of the Farsi version of the cyberloafing scale in Iranian university students · BMC Psychology · 2026
• 10.65033 Hybrid Work Model: Impact on Employee Engagement and Performance on IT Industry · Journal of International Management and Technology · 2026
• Spillover effects of side-hustle time pressure on cyberloafing within full-time jobs in the hospitality industry · International Journal of Hospitality Management · 2026
• Mapping Digital Skill Demands: Insights From Wage Patterns and Productivity in Vietnam · Economics of Transition and Institutional Change · 2026
• Pengaruh Kompetensi Digital Dan Cyberloafing Terhadap Kinerja Pegawai Dengan Disiplin Kerja Sebagai Variabel Intervening Dikantor Dukcapil Kabupaten Bengkulu Tengah · Indonesian Journal of Innovation Multidisipliner Research · 2026
• AI embeddedness and employee job crafting in the digital workplace: A cross-level study based on cognitive appraisal theory · International Journal of Information Management · 2026

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