Business Commons^™

Applied Microeconomics And Business Intelligence In The Digital Age, Thomas J. Weinandy

Dissertations

The Digital Age is defined by advances in big data, low-cost computing, and modern analytical methods. In three chapters, I apply microeconomic thought to the influence these digital technologies have on business and consumer decision-making.

Chapter One considers how Transportation Network Companies (TNCs) like Uber and Lyft impact the relationship between the quantity of car service trips and fuel prices. I find that a single day 1% increase in fuel prices is associated with a 0.367 to 0.486% decrease in the number of TNC trips and a 0.033 to 0.088% increase in the number of taxi trips, even though the …

Detecting User Demographics In Twitter To Inform Health Trends In Social Media, Christopher R. Markson

Dissertations

The widespread and popular use of social media and social networking applications offer a promising opportunity for gaining knowledge and insights regarding population health conditions thanks to the diversity and abundance of online user-generated information (UGHI) relating to healthcare and well-being. However, users on social media and social networking sites often do not supply their complete demographic information, which greatly undermines the value of the aforementioned information for health 2.0 research, e.g., for discerning disparities across population groups in certain health conditions. To recover the missing user demographic information, existing methods observe a limited scope of user behaviors, such as …