Business Commons^™

Impact Of Artificial Intelligence, Machine Learning, And Automation In Operations Management: An Analysis Of Healthcare, Manufacturing, And Retail Sectors, Jasmine N. Kelley

Honors Theses

In this thesis, we study the impacts of artificial intelligence (AI), machine learning (ML), and automation on operations management (OM). We specifically target the industries of healthcare, retail, and manufacturing in our analysis since each sector has distinct dynamics and concerns regarding the structural changes imposed by advancements in AI. We analyze 120 high-quality peer-reviewed journal articles to capture recent research trends in healthcare, retail, and manufacturing. Using respected business analytics reports, we compare academic efforts to industry initiatives. We find that growing interest in AI research in academia is consistent with growing research and development (R&D) investment and patent …

The Influence Of The Electric Supply Industry On Economic Growth In Less Developed Countries, Edward Richard Bee

Dissertations

This study measures the impact that electrical outages have on manufacturing production in 135 less developed countries using stochastic frontier analysis and data from World Bank’s Investment Climate surveys. Outages of electricity, for firms with and without backup power sources, are the most frequently cited constraint on manufacturing growth in these surveys.

Outages are shown to reduce output below the production frontier by almost five percent in Africa and by a lower percentage in South Asia, Southeast Asia and the Middle East and North Africa. Production response to outages is quadratic in form. Outages also increase labor cost, reduce exports …