NEW YORK – Over the past few years, upping your exercise game has started to feel like getting a degree in data science.

There are glucose monitors and sweat patches, sleep trackers and step trackers, heart rate monitors and cadence sensors. There are watches, rings, armbands, chest straps and clip-on monitors that promise to estimate your VO2 max, breathing and more.

Even if you do not use a wearable, if you carry a smartphone, you probably have much of the same data accessible through a health app. Although tracking your workouts is not new, there is now an overwhelming amount of data – the kind once reserved for professional athletes – available to everyday consumers.

But does more data make a better, faster, stronger, healthier human? Can these tools really motivate you, lead to a better annual physical or maximise your workout benefits?

Not all data is good or helpful, say doctors, exercise physiologists and coaches, and having more data does not mean having a more effective workout. The real questions surround not the wearable, but the wearer.

What are wearables?

A wearable is any tracking device worn on your body that measures one or more bodily functions, whether it is heart rate, sleep time, step count or respiration.

Most, including those made by Fitbit, Garmin, Coros, Whoop and Oura, are not considered medical devices and are not regulated or evaluated by the United States’ Food and Drug Administration (FDA).

Indeed, the FDA warned consumers recently that wearable devices claiming to measure or estimate blood sugar without piercing the skin should not be used for diabetes management.

Regardless, many devices include metrics that are usually collected in a laboratory setting.

For instance, one measurement that can be useful for athletes is VO2 max, the maximum amount of oxygen that your body can use during intense exercise. The number is usually determined in a lab by exercising at various intensities while wearing a mask that records oxygen consumption and carbon dioxide production.

Wearables, however, claim to infer this number using an equation based on your heart rate, which should be taken with a grain of salt, experts said.

Other data, such as step counts and distance travelled, are generally more accurate.

Can they motivate you to exercise more?

“Activity trackers are facilitators, not instigators, of behaviour change,” said Professor Emeritus David Bassett Jr of kinesiology, recreation and sport studies at the University of Tennessee in Knoxville.

In other words, the device will not make your workouts easier or improve your sleep cycles. But it can help you identify trends in your exercise regimen and track your progress if you are trying to improve.

Researchers who have studied the impact of wearables on behaviour have indeed found a correlation between using them and increased movement. But, Prof Bassett added, there is a sense of accountability when researchers are around.

“Wearables are very good at changing behaviour if they are done in the context of a physical activity intervention study,” said Prof Bassett, who has long studied wearables.

That desire to impress people could also be beneficial, according researchers.

The Strava app, which tracks workouts and allows users to share their activities, has become ubiquitous for just that. Competitive runners and cyclists often joke: “If it’s not on Strava, did it happen?”

Can they make you a better athlete?

The challenge for athletes looking to up their game with data is finding the type of information that is most helpful, and determining how often they need to reference it.

For professionals and those who are new to working out, less is more.

“A beginner and a professional athlete often use the devices incredibly similarly,” said Mr Darian Allberry, head of user engagement at Coros, a Global Positioning System (GPS) watch company.

They want to know how far they have gone and how fast they have travelled. Beyond that, extra data can be distracting, he added.

Sara Hall, a professional marathon runner competing in the US Olympic marathon trials, recently threw away her GPS watch mid-race to avoid distraction.

Similarly, for beginner runners, it is more important to learn to listen to your body’s signals – fatigue, aches, bursts of energy – than to track your pace or heart rate.

It is middle-of-the-pack athletes – runners and bikers looking to hit a personal best or reach a new milestone – who might get the biggest benefits from wearables, Mr Allberry said.

If you are hoping to run a faster marathon and want to try moderating your pace based on heart rate zones, for example, a wearable can help you do so. Bikers who plan their training based on power zones could also use a tracker.

If you buy one, though, be sure it fits your needs.

But if you are just trying to get out the door more, a device’s data dump probably is not entirely necessary, said Dr Ethan Weiss, a physician at the University of California, San Francisco.

“We have this attachment to data. We all love data,” Dr Weiss said. “We love to measure things for the sake of measuring things.”

Sometimes, he tells his patients that a different item attached at your wrist could better pull you towards more activity.

“Have you considered getting a dog?” he said. NYTIMES