All 100 Trust20 Respect20 Independence20 Collaboration20 Kindness20 41 Vol. 1 · Issue 3 · Independence · Three-wave employee survey
Which parts of my role can I still shape when AI becomes part of the job?
Huiling Jiang; Yuanyuan Zhang; Shumin Yan · 2026-08-21 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Required workplace AI use and employee–AI collaboration Workplace evidence
Read & explore ↗ 42 Vol. 1 · Issue 3 · Independence · Three-wave matched employee survey
Can AI literacy help people adapt without giving up control over their work?
Chuanhao Fan; Han Wang · 2026-08-28 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 AI job-replacement anxiety and AI literacy Workplace evidence
Read & explore ↗ 43 Vol. 1 · Issue 3 · Independence · Multi-source multi-wave employee–leader survey
Does changing my work with AI also improve life outside work?
Yuanzhe Liu; Hongzhen Lei; Xiaoqian Qu · 2026-03-24 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY 4.0 Generative-AI-related job crafting and work autonomy Workplace evidence
Read & explore ↗ 44 Vol. 1 · Issue 3 · Independence · Four-stage longitudinal workforce study
When does AI expand my choices, and when does it leave me depleted?
Daokui Jiang; Yaru Liu; Xuan Gu · 2026-03-18 · Frontiers in Public Health
Adult workplace context; no child age range inferred CC BY 4.0 Workplace AI use and leaders’ AI symbolization Workplace evidence
Read & explore ↗ 45 Vol. 1 · Issue 3 · Independence · Three-wave longitudinal survey
Am I becoming more capable with AI, or just more willing to take risks?
Zhiyong Han; Guoqing Song; Yanlong Zhang; Bo Li · 2025-08-01 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Employees’ workplace AI use Workplace evidence
Read & explore ↗ 46 Vol. 1 · Issue 3 · Independence · Scale-development and empirical validation study
What should learning to work with AI include beyond writing a good prompt?
Xin Liu; Longxin Zhang; Xiaochong Wei · 2025-06-13 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Generative AI literacy: technical competence, prompting, evaluation, application and ethics Workplace evidence
Read & explore ↗ 47 Vol. 1 · Issue 3 · Independence · Three-wave workforce survey
How can I respond to AI change without being told simply to think positively?
Hui Li; Yixuan Sun · 2026-07-29 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 AI challenge and hindrance awareness in manufacturing work Workplace evidence
Read & explore ↗ 48 Vol. 1 · Issue 3 · Independence · Systematic review
What is the difference between adapting to AI and retreating from meaningful work?
Zhongrui Qiao · 2026-03-31 · Frontiers in Psychology
Workplace literature or conceptual analysis; no single child age range CC BY 4.0 AI-related perceptions, challenge and threat appraisal in job-crafting research Workplace evidence
Read & explore ↗ 49 Vol. 1 · Issue 3 · Independence · Two-wave questionnaire study
Which job conditions help AI support my own ideas?
Qichao Zhang; Ganli Liao; Xueying Ran; Feiwen Wang · 2025-04-08 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Workplace AI usage in manufacturing enterprises Workplace evidence
Read & explore ↗ 50 Vol. 1 · Issue 3 · Independence · Multi-source paired employee–supervisor study
Why might capable employees still feel threatened by AI at work?
Xinrui Liu; Zijian Ye · 2026-01-12 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY 4.0 AI adoption and perceived job insecurity in cross-border e-commerce Workplace evidence
Read & explore ↗ 51 Vol. 1 · Issue 3 · Independence · Comparative employee questionnaire study
How can people retain a sense of ownership as their department’s work changes?
Yuli Wang; Xia Liu; Suheyong Choi · 2025-07-10 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Comparison of AI and non-AI organizational departments Workplace evidence
Read & explore ↗ 52 Vol. 1 · Issue 3 · Independence · Two-wave field survey and vignette experiment
How can a leader model learning with AI while leaving room for my judgment?
Tianxing Pu; Ren Lei; Abdul Waheed Siyal; Yuanheng Li · 2026-07-09 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY 4.0 Leaders’ AI crafting and employee AI task dependence Workplace evidence
Read & explore ↗ 53 Vol. 1 · Issue 3 · Independence · Two-stage gig-worker survey
Is platform flexibility giving me real control over how I work?
Rong Liu; Haorong Yin · 2024-10-15 · Behavioral Sciences
Adult workplace context; no child age range inferred CC BY 4.0 Algorithmic management, gameful experience and perceived job autonomy Workplace evidence
Read & explore ↗ 54 Vol. 1 · Issue 3 · Independence · Structured literature and survey synthesis
What choices remain when a platform changes the rules of my working day?
Morgan Williams; Uma Rani · 2026-01-16 · Frontiers in Artificial Intelligence
Workplace literature or conceptual analysis; no single child age range CC BY 4.0 Algorithmic control, rating systems and platform restrictions across multiple labor sectors Workplace evidence
Read & explore ↗ 55 Vol. 1 · Issue 3 · Independence · Establishment-survey and occupational-data analysis
Whose flexibility increases when digital technology changes the work?
Anja Warning; Enzo Weber; Anouk Püffel · 2022-05-03 · Frontiers in Artificial Intelligence
Adult workplace context; no child age range inferred CC BY (version not stated) Digitalization and occupational AI-application potential, distinct from measured generative-AI use Workplace evidence
Read & explore ↗ 56 Vol. 1 · Issue 3 · Independence · Structured integrative review
Which decisions should remain mine when software manages the workflow?
Feng Lu · 2026-08-11 · Frontiers in Psychology
Workplace literature or conceptual analysis; no single child age range CC BY 4.0 Algorithmic task allocation, scheduling, monitoring, feedback and sanctioning Workplace evidence
Read & explore ↗ 57 Vol. 1 · Issue 3 · Independence · Three-wave employee–supervisor study
How can I help redesign my job so AI fits the work I value?
Jun Bao; Qiutong Wang; Yiting Pan; Xiaoqian Wang; Yuying Zheng · 2026-08-14 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY 4.0 Human–AI collaborative job crafting and inclusive HR practices Workplace evidence
Read & explore ↗ 58 Vol. 1 · Issue 3 · Independence · Delivery-worker questionnaire study
How can I tell whether an algorithmic work demand is an opportunity or a threat?
Feifei Li; Xiaohui Zhan; Yun Liu · 2025-06-25 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY (version not stated) Algorithmic management of food-delivery work Workplace evidence
Read & explore ↗ 59 Vol. 1 · Issue 3 · Independence · Three-wave employee survey
Can I adapt my role to AI while keeping choices about the work I do?
Qi Liu; Qing Tian; Xin Li; Hongjuan Tan · 2026-01-09 · Frontiers in Psychology
Adult workplace context; no child age range inferred CC BY 4.0 Organizational AI adoption and approach/avoidance job crafting Workplace evidence
Read & explore ↗ 60 Vol. 1 · Issue 3 · Independence · Mixed-method experimental study
Can the same AI rollout feel empowering in one work setting and restrictive in another?
Deeviya Francis Xavier; Christian Korunka; Roni Reiter-Palmon · 2025-06-04 · PLOS One
Adult workplace context; no child age range inferred CC BY 4.0 AI integration scenarios concerning autonomy and creative self-efficacy Workplace evidence
Read & explore ↗ Study designs and age labels describe the source. Read each study’s findings and limitations before applying them to your family.