We'd appreciate your feedback. Send feedback Subscribe to our newsletters and alerts


Journal of Applied Organizational Systems and Behavior

2025 Volume 5 Issue 2

Human–Technology Collaboration Patterns Across Contemporary Organizational Work Systems


, , , ,
  1. Department of Human-Technology Collaboration, Faculty of Business, University of Cape Town, Cape Town, South Africa.
  2. Department of Collaboration Patterns, Faculty of Management, University of the Witwatersrand, Johannesburg, South Africa.
  3. Department of Work Systems Design, Faculty of Psychology, University of Pretoria, Pretoria, South Africa.
  4. Department of Technology and Work, Faculty of Psychology, Stellenbosch University, Stellenbosch, South Africa.
Abstract

Contemporary work systems increasingly distribute analysis, execution, monitoring, and decision activity across employees and intelligent technologies, yet organizational scholarship often classifies these relations with broad labels such as automation, augmentation, or human-in-the-loop design. Those labels obscure who actually performs the focal task, who holds consequential authority, whether contributions are reciprocal, and who oversees whom. This Original Taxonomy Article develops an evidence-informed but explicitly unvalidated classification of human–technology collaboration. The proposed taxonomy distinguishes assistance, substitution, oversight, and coworking arrangements and treats hybrid and transitional forms as configurational or temporal combinations rather than as a higher-order maturity stage. The approach separates task execution from decision authority, technological capability from legitimate responsibility, formal human presence from consequential influence, and collaboration form from organizational outcome. Assistance describes bounded technological input with retained human integration; substitution describes transfer of bounded task execution; oversight captures directional monitoring, validation, evaluation, or control; and coworking describes recurrent reciprocal task interdependence. The taxonomy further proposes that classification should be based on enacted work relations rather than technology labels or claimed implementation strategies. Its implications concern work design, authority allocation, governance, measurement, and longitudinal research on movement between arrangements. The synthesis does not establish causal superiority, universal applicability, validated thresholds, or implementation readiness. Empirical testing should examine discriminant validity, multilevel effects, temporal transitions, contextual moderators, and whether the proposed categories explain organizational phenomena beyond simpler automation–augmentation continua.


How to cite this article
Vancouver
Nkosi T, Molefe L, Dlamini S, Mokoena A, Ndlovu K. Human–Technology Collaboration Patterns Across Contemporary Organizational Work Systems. J Appl Organ Syst Behav. 2025;5(2):124-33. https://doi.org/10.51847/GxqC2kjUKB
APA
Nkosi, T., Molefe, L., Dlamini, S., Mokoena, A., & Ndlovu, K. (2025). Human–Technology Collaboration Patterns Across Contemporary Organizational Work Systems. Journal of Applied Organizational Systems and Behavior, 5(2), 124-133. https://doi.org/10.51847/GxqC2kjUKB
Articles
Navigating the Mind of Gen Z Investors: Behavioral Factors and Stock Decision-Making in Vietnam
Journal of Applied Organizational Systems and Behavior
Vol 4 Issue 2, 2024 | Beatrice Mwangi
Forming Family Concepts in Pre-Adolescents Living in Orphanages
Journal of Applied Organizational Systems and Behavior
Vol 5 Issue 2, 2025 | Sanne Bakker
Understanding and Regulating Irrationality in Economic Decision-Making
Journal of Applied Organizational Systems and Behavior
Vol 5 Issue 1, 2025 | Isabelle Laurent
The Interplay of Spiritual Insight, Self-Actualization, and Educational Excellence
Journal of Applied Organizational Systems and Behavior
Vol 5 Issue 2, 2025 | Natalia Petrova
Faith, Work, and Obligation: Factors Shaping Zakat Compliance in Indonesia’s Professional Class
Journal of Applied Organizational Systems and Behavior
Vol 3 Issue 1, 2023 | Sophie Lambert
Enhancing Attention in Girls with Behavioral Disabilities Through Self-Instruction in Rafha, KSA
Journal of Applied Organizational Systems and Behavior
Vol 5 Issue 1, 2025 | Daniel Morales
Human Dignity, Recognition, and Autonomy in Contemporary Work Systems
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Thabo Nkosi
Safety and Dissent Rights in Algorithmic Work Systems
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Ivan Petrov
Emotional Lag, Change Speed, and Adaptive Breakdown in Organizations
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Omar Khalid
How Organizational Decision Systems Automate and Amplify Workplace Inequality
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Luis Herrera
Who Receives Credit for Effort in Technology-Mediated Organizational Work?
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Peter Novak
Behavioral Autonomy, Cognitive Offloading, and Responsibility in Artificial Intelligence–Assisted Work
Journal of Applied Organizational Systems and Behavior
Vol 6 Issue 1, 2026 | Siti Rahman

About APSSHS