Normaz Wana Ismail

Universiti Putra Malaysia

Papers

3

Total Citations

40

H-Index

3

About

Normaz Wana Ismail is a researcher whose work sits at the intersection of labor economics, automation, and industrial development, with a particular focus on China's rapidly evolving manufacturing landscape. Her scholarship examines how the proliferation of industrial robots reshapes labor markets, workforce productivity, and demographic responses to technological change. Among her most significant contributions is her investigation into how industrial robots affect employment across Chinese industries, employing a task-based modeling framework to unpack the nuanced relationship between automation and labor displacement. With 19 citations, this work has resonated strongly within the field. Building on this foundation, her empirical analysis of industrial robot adoption across 17 Chinese industries from 2006 to 2021 demonstrated that robotic integration significantly enhances labour productivity — a finding validated through rigorous robustness testing, earning 17 citations since its 2024 publication. Her more recent research extends into demographic dimensions of automation, exploring how population ageing influences industrial robot adoption in China, addressing a timely policy question as aging economies increasingly turn to automation as a structural solution. Collectively, her work provides essential empirical grounding for understanding the socioeconomic implications of the Fourth Industrial Revolution in one of the world's most consequential manufacturing environments.

Research Focus

Key Achievements

3
H-Index
3
Papers
40
Total Citations
13
Avg Citations/Paper
🏆 Most Cited Paper
Effect of Industrial Robots on Employment in China: An Industry Level Analysis
19 citations · 2022
📈 Most Prolific Year: 2024 (2 Papers)
🤝 Key Collaborators: 4
🏛 Institutions: Universiti Putra Malaysia

Top Papers

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Key Collaborators

Contact & Links

Available for collaboration
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