Skip to main content

Quantifying Your Sleep

A group of experimentalists who track various patterns about themselves investigate slumber.


Last week, in a converted garage in Somerville, Massachusetts, a group of about 30 eager experimentalists and curious insomniacs gathered to share the results of their latest investigations. Several members of the group had spent the month of March using a consumer device known as the Zeo to track their sleep patterns and observe how the patterns change with different factors, including weather, color of ambient light, and location. While the individual results aren't going to change our notions of sleep, the overall trend of self-experimentation just might.
The Boston-based group is part of a nationwide movement known as Quantified Self, a collection of people who employ the growing numbers of sensors, trackers, and data analysis tools to monitor intimate details of their lives. While more-traditional scientists may argue about the objective value of an experiment with an N of 1, quantified selfers, as they call themselves, say that is beside the point. They are investigating how various physical variables affect the quality of their lives in the most rigorous way possible.
Physical activity, heart rate, and nutrition are the most commonly tracked personal metrics, but new tools that are gradually moving from medicine into the consumer world have opened additional vistas in personal exploration. Zeo's sleep monitor, a consumer device that costs $199, uses a single sensor worn on the forehead to track electrical activity; specialized algorithms determine whether the wearer is awake or in deep, light, or REM sleep, as well as how many times she or he wakes and total duration of sleep. (Topics for future meetings include blood glucose monitoring and perhaps even personal genomics.)
While Zeo's developers originally envisioned the device as an alarm clock to wake users in their lightest phase of sleep, the company quickly realized that people are fascinated by all aspects of slumber; we spend one-third of our lives asleep, and many people are desperate either to get more of it or to function better on less. But it's a state that has been difficult to self-monitor. "People are really curious about sleep," says Stephan Fabregas, a research scientist at Zeo who spoke at the meeting. "They want to know if they are normal and, if not, what they should do about it."
Zeo lent the group a number of devices for a month to see what kind of experiments members would come up with. Jacqueline Thong, a self-described "good sleeper," found she slept equally well in her bed, on her couch, and on the floor, prompting her to question the value of her expensive mattress. Adriel Irons, who claims to be able to predict the weather, was unable to link his sleep quality to local weather patterns. 
Sanjiv Shah, a former insomniac, had the most dramatic findings. He had already discovered that orange glasses, which filter out blue light, help his sleep. (Research has shown that blue light can affect circadian rhythms.) To quantify those benefits, he used the Zeo, the fitbit (a motion sensor device that tracks daily activities), and a camera trained on his bed to record his sleep for a month: two weeks wearing the glasses for three hours before bed and two weeks without them. The benefits for Shah were clear; without the glasses, he took an average of 28 minutes to fall asleep, but with them he took only four. His deep sleep without the glasses averaged 60 minutes, versus 86 minutes with them.
The caveat, of course, is that it's impossible to rule out the placebo effect in Shah's striking results. Matt Bianchi, a neurologist at Massachusetts General Hospital who also spoke at the meeting, says that no large-scale studies have shown that orange glasses have this benefit. But Zeo's Fabregas says that doesn't matter. The glasses work for Shah, and in this case, that's what counts.
Zeo aims to expand the realm of sleep self-experimentation with an API (applications programming interface), as well as an interface that allows users to view their data, and even a data library that gives access to a huge volume of stored sleep data from many of Zeo's users. Consumers can now integrate Zeo data with that from monitoring programs such as DailyBurn, a calorie tracking program, and RunKeeper, an app that tracks physical activity.
Bianchi, who studies a number of sleep disorders, says an individualized approach to the study of sleep may help shed light on its complexities. He points out that there are huge limitations to how sleep is studied in clinical sleep labs and research labs where people are attached to sensors and entangled in wires. "I have become very skeptical of sleep science and clinical trials, so I have become very interested in what individuals have to say," says Bianchi, who is developing his own home sleep-tracking tool.

Said By: Technology Review 

Comments

Popular posts from this blog

Characteristics of a Good Programming Language

Till now there are many high level languages which are very popular, and there are others, which could not become so popular in-spite of being very powerful. There might be many reasons for the success of a language, but one obvious reason is the characteristics of the language. Several characteristics believed to be important with respect to making a programming language good are briefly discussed below. Simplicity A good programming language must be simple and easy to learn and use. For example, BASIC is liked by many programmers only because of its simplicity. Thus, a good programming language should provide a programmer with a clear, simple and unified set of concepts which can be easily grasped. It is also easy to develop and implement a compiler or an interpreter for a programming language that is simple. However, the power needed for the language should not be sacrificed for simplicity. The overall simplicity of a programming language strongly affects the readability of the pr...

Angular 4 and Firebase Authentication: Email/Password

In our  previous  article we saw how to create authentication module using Google identity provider. Now we will see how to implement Email and Password authentication using Firebase. We will use Bootstrap form to create intuitive user interface for sign-up and login using Email and Password. Step 1: Create signUp component. ng generate component signUp Step 2: Create custom form in sign-up.component.html file. The result of above code: Step 3: Add two functions for creating the user and login using Email and Password in src/app/providers/AFAuth.ts file. Step 4: Call createUserWithEmailAndPassword function in service from sign-up.component.ts. Step 5: Update routing configuration in app.module.ts  to include signUp component. Step 6: Update Login form to have Bootstrap form. The result of the above code. Step 7: Enable Email/Password component in Firebas...

Angular 4 and Firebase Authentication: Setup

If you have come to this article, it means you are keen to learn new technology and that too Firebase. I love Firebase because it provides all basic but important features of any web application. Take for example, authentication, which is cumbersome and risky if not implemented with utmost care. And when we have the integration of Angular and Firebase, it becomes a lot easier for a developer to build such crucial modules in less time with minimal efforts. In this article we will create a simple Angular application using Firebase. I am going ahead with the understanding that you know the benefits of Firebase and have little knowledge about it. There are plenty of posts out on the web if you are behind. Step 1: Install Angular CLI (if not installed). npm install -g angular-cli Step 2: Create new Angular 4 project. By default now angular CLI will create Angular 4 project so you need not fret. ng new firebase-authentication Step 3: Check whether the ne...