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Full-Text Articles in Public Health
Emerging Viral Diseases: Generation Z'S Outlook, Ian Mcwhorter
Emerging Viral Diseases: Generation Z'S Outlook, Ian Mcwhorter
Honors Projects
Generation Z differs notably from previous generations like Baby Boomers or Generation X. In recent years, young adults have been persisting through the COVID-19 pandemic, though not unscathed. This paper seeks to answer the following question: How does Generation Z differ in its outlook on Viral diseases compared to previous generations? Using a series of three surveys conducted on three seperate Viral diseases (HIV, Zika, and COVID 19), it was found that while Generation Z has improved in its ability to combat Viral outbreaks due to factors like high digital literacy, other factors such as poorer mental health show that …
Decision-Analytic Models Using Reinforcement Learning To Inform Dynamic Sequential Decisions In Public Policy, Seyedeh Nazanin Khatami
Decision-Analytic Models Using Reinforcement Learning To Inform Dynamic Sequential Decisions In Public Policy, Seyedeh Nazanin Khatami
Doctoral Dissertations
We developed decision-analytic models specifically suited for long-term sequential decision-making in the context of large-scale dynamic stochastic systems, focusing on public policy investment decisions. We found that while machine learning and artificial intelligence algorithms provide the most suitable frameworks for such analyses, multiple challenges arise in its successful adaptation. We address three specific challenges in two public sectors, public health and climate policy, through the following three essays. In Essay I, we developed a reinforcement learning (RL) model to identify optimal sequence of testing and retention-in-care interventions to inform the national strategic plan “Ending the HIV Epidemic in the US”. …