Posts

We’re Not Courageous, We’re Fearful

We're not courageous, we're fearful We fear for our future generations' being We fear for our children's future We're fearful of incompetent dictators We are fearful of the systems that failed us We're fearful of the leaders we elected who take advantage We fear the lack of education and ignorance that looms among us We are fearful of the mediocrity that drives us We are fearful of the insanity we have normalized We are fearful of environments where wrong is right, Where right is seen as wrong We are fearful for our future wives We are fearful of our futures, period We fear for our lives And I, personally, was fearful of never becoming All I could be

Statistical Analysis in the Real World: How Education Impacts Work Hours

Image
  Statistical Analysis in the Real World: How Education Impacts Work Hours Do people with higher levels of education work more hours? It’s a question with significant implications for career planning, economic mobility, and work-life balance decisions. Using rigorous statistical analysis techniques, we can move beyond anecdotes and explore what the data actually tells us. distributions of hours worked by educational attainment and relevant summary statistics The Data: Education and Work Hours The General Social Survey collects comprehensive data on US residents, including their educational attainment and weekly work hours. Our analysis examined 1,172 respondents across five educational categories: A surface-level examination of these numbers might suggest a pattern: those with Bachelor’s degrees work nearly four more hours weekly than those without high school diplomas. But is this difference statistically significant , or could it be due to random chance? Statistical Ana...

The Google Matrix: Balancing Core Business and Moonshot Projects in a Shifting Tech Landscape

Image
Case Study Brief: Google Inc. in 2014   By Emmanuel Kasigazi, 21st Feb 2025 Introduction Google’s meteoric rise from a search engine start-up to a global technology leader stems from its core mission to organize the world’s information and make it universally accessible. However, by 2014, the company faced growing complexities in managing an e ver-expanding portfolio that included Android, YouTube, Google Docs, and more (Edelman & Eisenmann, 2017). With such diversity came questions about how to remain innovative without diluting core competencies. Google’s OKR (Objectives and Key Results) frame work has historically driven ambitious projects, yet it also challenges teams to balance risk-taking with focus. Meanwhile, approaches inspired by IDEO’s design thinking could further enhance Google’s product development strategy, but the company must care fully mitigate certain cultural and operational tensions. This brief examines Google’s key challenges, the impact of OKRs on product...