The era of mass data collection is upon us and only recently have people begun to consider the value of their data. All of our clicks and likes have helped big tech companies build predictive models to tailor their product to the buying patterns of the consumer. Big data collection has its advantages in increasing profitability and efficiency, but many are concerned about the lack of transparency in these technologies (Dwyer). The dependency on algorithms to make and influence decisions has become a growing concern in law enforcement. The use of this technology is commonly referred to as data-driven decision making, which is also known as predictive policing. These technologies are thought to reduce the biases held in traditional policing by creating statistically sound evidence-based models. Although, many lawsuits have highlighted the fact that predictive technologies do more to reflect historical bias rather than to eradicate it. The clandestine measures behind the algorithms may be in conflict with the due process clause and the penumbra of privacy rights enumerated in the First, Third, Fourth, and Fifth Amendments. <br/> Predictive policing technology has come under fire for over policing historically black and latinx neighborhoods. GIS (Geographical Information Systems) is supposed to help officers identify where crime will likely happen over the next twelve hours. However, the LAPD’s own internal audit of their program concluded that the technology did not help officers solve crimes or reduce crime rate any better than traditional patrol methods (Puente). Similarly, other types of tools used to calculate recidivism risk for bond sentencing are disproportionately biased to calculate black people as having a higher risk to reoffend (Angwin). Lawsuits from civil liberties groups have been filed against the police departments that utilized these technologies. This paper will examine the constitutional pitfalls of predictive technology and propose ways that the system could work to ameliorate its practices.
Suitcases packed, armed with a PowerPoint presentation of matrices and frameworks, and an eloquent vocabulary of “synergies” and “core competencies,” another consultant prepares to deliver million-dollar advice to some of the leading executives of Fortune 500 companies. We all know who they are, but we have no idea what they do. In 2019, over 20% of the graduating MBA class from Harvard university chose to pursue management consulting, a number that has been progressively increasing from years prior. With over 300 million people in the United States, and another 8 billion across the globe, a decision is being made every nano-second. From which stock to buy to which color socks to purchase, to every innovative (and incompetent) decision made, consultants have a hand in it all. While consultants contribute a healthy service in stimulating the economy and keeping big business, in business, there are a multitude of pitfalls that can occur in the profession and have drastic legal and ethical implications. <br/> To further examine this dichotomy of theoretical versus applied consulting, I decided to put my consulting skills to the test. By partnering with the New Venture Group, we delivered consulting services to Marni Anbar, the founder and creator of the DiscoverRoom, a hands-on, self-directed initiative allowing students to explore their curiosity in fields ranging from evolutionary studies to geology and astronomy. In response to the DiscoverRoom’s increasing demand and capacity to grow, New Venture Group consultants engaged with Marni Anbar in an attempt to analyze the important question of “what steps (from a business perspective) should Marni consider to further the DiscoverRoom (in a way that can make it both profitable and continue to serve as a creative space to further child development)?” <br/> This project was a hands-on way to examine the fundamentally complicated relationship that exists between consultants and their clients, and whether or not it was possible for college students to advise an initiative to remove the disparities that exist in STEM education in one of the worst-rated states for public school education in the country. By applying the research and findings uncovered when analyzing the theory of management consulting to this real life engagement, several parallels were discovered. As in the case of many consultants, our solution was never implemented due to external factors, which further creates a gap in allowing us to analyze whether or not our proposed solutions contained any value or not. As seen in our case, consultants often fall victim to not having their solution implemented due to a variety of external environmental trends and factors. This “incomplete” understanding of the picture further creates an aura of skepticism behind consultants and the work they do.
The process of producing enormous amounts of ephemeral clothing at accelerated rates, known as fast fashion, creates significant environmental and societal issues. The phenomenon of fast fashion rose due to globalization, economic factors, lack of legislation, and the advancement of technology. Governments, companies, and consumers must work together to create more sustainable retail supply chains. I have gathered information from interviews with individuals in the sustainable fashion industry, books, case studies, online reports, and newspaper articles. Based on my research, I recommend that companies should target wealthier consumers, develop a common language concerning sustainability, invest in sustainable fibers, and listen to factory employees for solutions to improve their working conditions. I also advise that the U.S governments should revise fashion copyright laws and international governments should emphasize regulations concerning the fashion industry. Lastly, consumers should adopt a price-per-wear mindset and utilize resale options. Overall, while perfect sustainability is improbable, consumers, governments, and companies should not use this as an excuse to avoid responsibility.
Music streaming services have affected the music industry from both a financial and legal standpoint. Their current business model affects stakeholders such as artists, users, and investors. These services have been scrutinized recently for their imperfect royalty distribution model. Covid-19 has made these discussions even more relevant as touring income has come to a halt for musicians and the live entertainment industry. <br/>Under the current per-stream model, it is becoming exceedingly hard for artists to make a living off of streams. This forces artists to tour heavily as well as cut corners to create what is essentially “disposable art”. Rapidly releasing multiple projects a year has become the norm for many modern artists. This paper will examine the licensing framework, royalty payout issues, and propose a solution.
Nostalgia marketing has become an increasingly popular tool for brands to attract consumers and offer products that take them back to a simpler time. This thesis aims to investigate how nostalgia marketing influences consumer perception and explore sustainable techniques that brands can adopt to effectively utilize nostalgia. The study consisted of a literature review on nostalgia marketing, an analysis of interview data with consumers, and a discussion of the implications of the findings as they apply to brands. The study utilized a sample of 11 participants with a wide range of ages and genders. Data were collected through semi-structured interviews and analyzed using thematic analysis. The findings provide insight into what elements of items people find nostalgic and suggest strategies for companies to appeal to consumers sustainably and ethically. The results of this study highlight the need for responsible and sustainable marketing practices to ensure a positive impact on society and the environment.
A research paper examining how the variance in state labor laws for independent contractors is causing uncertainty about the rights they are entitled to.
Complete Marketing and Implementation Strategy for an Exclusive Student Rental Car Company at Arizona State University