Voice Assistant Dependency Index: Measuring Reliance on Siri/Alexa/Google — And Building Independent Problem-Solving

In the span of a few short years, voice assistants have become as common in homes as refrigerators, with over 80% of American households now hosting a voice-enabled device. For children growing up in this environment, the pattern is striking: they ask Alexa what they could Google, ask Siri what they could figure out themselves, and expect immediate answers to questions that might have once prompted hours of exploration. This isn’t necessarily a bad thing—voice assistants can provide quick information, spark curiosity, and assist with organization. However, when children become overly reliant on these tools for problem-solving and information-seeking, they may miss out on developing crucial cognitive skills: the persistence to work through challenges, the satisfaction of discovery, and the critical thinking required to evaluate and analyze information. ...

December 17, 2025 · 7 min · 1464 words · Ojakee Team

The Case of the Missing Pacifier: A Survival Analysis for Parents

Every parent knows the quiet panic that sets in when a favorite pacifier goes missing. It’s a scenario that plays out in cars, cribs, and grocery stores around the world. While it may seem like a trivial problem, the repeated cost and stress of replacing lost pacifiers can add up. What if you could approach this common parenting challenge with the same analytical rigor used in scientific research? Enter survival analysis. This powerful statistical method is typically used in medical and engineering fields to study the time until an event of interest occurs—like the failure of a machine part or the recurrence of a disease. But with a little creativity, we can adapt it to the domestic sphere to analyze the “survival” of a pacifier. In this context, the “event” is the loss of the pacifier, and the “survival time” is how long it remains in use before disappearing. By tracking this data, parents can move from frustrated guesswork to data-driven insights, uncovering the hidden patterns behind why and when pacifiers vanish. ...

November 12, 2025 · 5 min · 928 words · Ojakee Team