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Welltory is the Ultimate HRV App


Heart Rate Variability Guide by Welltory

Updated February 23, 2023 by Welltory Team

Table of Contents

What is Heart Rate Variability (HRV)?

HRV stands for Heart Rate Variability and means the difference in time between heartbeats (scientifically named R-R intervals ), measured in milliseconds.

When did the story of Heart Rate Variability (HRV) begin?​

Today heart rate variability (HRV) seems to be one of the most popular measurements among people who want to analyze their body’s systems, physiological stress levels, risk of getting sick, and much more.

Initially developed in the 1960s to assess astronaut health in space, the heart rate variability measure has since evolved into a widely-used diagnostic and predictive tool used by a broad range of health professionals across the world.

The first HRV measurements were taken with medical-grade ECG machines, but another type of tracking soon became precise enough to measure heartbeat intervals down to milliseconds — PPG.

How do I know the camera is accurate then?

Like ECG machines, the Polar chest strap uses electrodermal activity to register electrical signals that control the expansion and contraction of heart chambers. The data showed that Welltory measurements are just as accurate as the ones taken with the ECG-accurate chest strap. Camera measurements have also been validated by another team of researchers here.

How to measure HRV with Welltory?

HRV or heart rate variability is not the same as heart rate. You can measure your heart rate with a smart watch or a chest strap heart rate monitor. HRV is usually measured with a heart rate variability measurement device. Welltory supports both PPG and ECG measurements taken with BLE heart rate monitors like Polar, Apple Watch, Samsung HRM, other HRV calculator apps and even your phone’s camera.

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Photoplethysmography (PPG) is a technique used to detect blood volume changes caused by the heartbeat — a light source illuminates the skin while the device measures changes in light absorption.


Electrocardiogram (ECG) measurements read electric signals from the heart and require a chest strap with electrodes placed close enough to the heart to pick up the signals.

Our camera measurement accuracy has been shown to be on par with the Polar H7 chest strap. We’ve also published research on our HRV signal processing and quality assessment method, presenting our findings at the 41st International Engineering in Medicine and Biology Conference in Berlin.

Why do we use HRV to understand body and brain insights?

Heart rate variability range is widely used to assess what’s going on with a person’s body — there are about 20,000 relevant studies on PubMed. HRV can help assess your overall health and the state of your autonomic nervous system (ANS) which regulates most of the processes in your body. In other words, HRV measurements show how well you are coping with pressure.

For example, HRV can be used to:
  • Assess the risk of sudden death
  • Optimize strength training
  • Assess risk of developing pneumonia
  • Monitor hypertension
  • Track Immune response
  • Prognosis of patients with heart transplant

Using HRV to make sense of data

We’ve built algorithms that use it to make sense of data from people’s apps and gadgets — a machine that tests hypotheses against your data, and sends you insights about your wellbeing, productivity, mental health, and more. These insights are Predictive, Personalized, Preventive, and Participatory — the 4P’s that are key to making healthy living simple and accessible.


We let our users collect data about the way they work, move, sleep, and live through 40+ clinically validated assessments and dozens of integrations. We crunched this dataset for correlations that revealed how people’s habits affect shifts in key biomarkers, and how these shifts in turn impact important wellbeing indicators like mood, productivity, mental health, and more.


After establishing these correlations exist for our users on average, we turned them into hypotheses to test against each individual user’s data. The app clarifies what the results mean for you personally by taking into account your genetic factors, your past measurements, and a wealth of other data.


These kinds of insights increase people’s likelihood of engaging in healthier behaviors: we make the benefits of changing their behavior measurable and show the concrete steps they need to take. In short – it is your AI coach to get you data-driven advice to achieve well-being and better health metrics.

Factors Influencing Heart Rate Variability

Your heartbeat varies because your body is always adapting to changes. It responds to anything that happens to you: a jog, a cup of coffee, or even an upsetting post on your newsfeed.

The heart generates impulses and beats on its own. Different regulatory systems modify this beat in your body. Their job is to respond to external stressors by speeding up or slowing down the heart rate to help keep your body’s internal environment stable. The signals sent by these regulatory systems are always playing tug-of-war with your heartbeats, which is what makes your heart rate variable.

It is generally accepted that your heart rate variability measurement depends on the balance between your regulatory systems (the scientific term is the Autonomic Nervous System (ANS), which encompasses parasympathetic (PNS) and sympathetic (SNS) activity.)

The ANS has two branches: the sympathetic branch (often called “fight or flight”) that motivates us to react and perform, and the parasympathetic branch (“rest and digest”) that allows the body to recover after stressful events (physical or mental stress).

However, Welltory considers that there are many more factors in addition to the SNS/PNS balance which influence heart rate interval durations, such as:

  • Heart automatic performance. The heart can beat under the influence of impulses that are born inside the heart, even without nervous system participation. These impulses appear in the SA node (the sinoatrial node is a group of cells in the wall of the right atrium which can produce a spontaneous electrical impulse). And hormones also influence this cardiac pacemaker.
  • Extrasystoles. These can provide an impression of high HRV, which could be understood as a parasympathetic activity, but this is not the case.


  • Sometimes, the heart temporarily doesn’t respond to parasympathetic action, meaning that it is impossible to assess the correct heart rate variability parameters.

So, the effects on HRV are cumulative, stemming from the performance of regulatory systems and other factors.

The critical point here is that it is more important to look at each system (sympathetic and parasympathetic) separately rather than in a tandem. When one system is working powerfully, it may seem that the second system isn’t working, which isn’t exactly the case. Knowing which systems in your body are active can give us information about how much stress your body is under and how well it’s coping with pressure.

What is a Normal Heart Rate Variability?

HRV interpretation isn’t a one-size-fits-all science. It varies widely from one individual to the next, and depends on many different factors: time of day, the way your nervous system typically responds to stressful situations, and much more.

So, what is a good HRV and what are heart rate variability normal values? – the question you are probably interested in after understanding how HRV can help you look after your body and how you can measure it.

Again, it is generally considered normal for a healthy heart to have a high heart variability rate, and low HRV is a sign of sympathetic regulation dominance. Moreover, HRV typically gets higher with a decrease in heart rate and lower with an increase in heart rate.

As with most things in life, the concepts of high and low HRV are relative. Heart rate variability has optimal range thresholds. Moreover, there are other factors that influence your HRV, for example, your age, gender, and circadian rhythm.

A High HRV measurement far above Average HRV values could be a sign of arrhythmia or over-fatigue and exhaustion. Simultaneously, low heart variability is not always a bad sign. Your heart rate responses to an exercise, so low HRV can occur after an intensive workout which would be perfectly normal. Moreover, stability of resting heart rate variability can indicate that you are not overworking your body while training. It is also essential to take into account HRV recovery- the HRV’s ability to return to normal levels.

Even so, increased heart rate variability helps you to handle stress better, and is generally an indicator of cardiovascular health. A consistently low HRV could point to a higher risk of heart attack or cardiovascular risk.

So does HRV affect blood pressure?

Research shows that HRV is associated with cardiovascular diseases and mortality. Hypertension can mean increased sympathetic activity and decreased parasympathetic activity. Reduced HRV has been reported in hypertension, however, HRV fluctuations don’t affect blood pressure measurements. Instead, they are associated with each other.

So, how to improve HRV and how to increase HRV?​

In a nutshell you can improve your HRV by behaving more healthily:

  • regular sport and exercise;
  • better nutrition;
  • using breathing patterns and meditation;
  • better sleep;
  • better hydration;
  • avoiding risk factors such as alcohol and smoking in a consistent manner.

For some, this is a way of life, while for others, it’s a difficult transition. A lot of sports coaches and athletes worldwide use the HRV training approach to improve performance indicators.

But what is more important is understanding how each particular change in your behavior impacts your body system. You can only turn the changes into a new lifestyle when you know that it definitely works.

How do we interpret your heart rate variability measurement?

When you take a measurement, we use this enormous database to compare your HRV metrics with an individual baseline and explain what they meant in terms of Productivity, Energy and Stress for other people of the same age and gender with similar results. Our calculations are based on our studies. They are not intended to be a substitute for professional medical advice, diagnosis or treatment, and do not guarantee an accurate evaluation of your physical and mental health. These scores should be seen as advanced data-driven analysis that aims to make sense of your HRV metrics and make them easier to understand. Further, you will find information on how to measure HRV scores.

HRV & Energy

Energy reflects your body’s ability to support processes like metabolism, movement and digestion, as well as to recover properly. Your energy level determines how well you can maintain a stable internal environment, or homeostasis, and perform physical activity. While high energy scores are something to be happy about, keep in mind that it’s natural to be low on power in the evening.
  • Check if you have enough energy to do everything you have planned. If you’re low on energy, your plans to conquer the world may have to wait. On the other hand, if you see high scores, don’t miss the opportunity to take on a challenge.


  • Know in advance if you risk feeling spent soon. Look at your Energy trend to see if your body is using energy, actively recovering, or spending and saving energy at an equal rate.
At times, you may be full of energy, even if you don’t feel that way. Energy is directly related to parasympathetic nervous system activity. Sometimes, when the parasympathetic system is at work, with your body actively recovering and storing energy, your score may seem high compared to how you feel. In this case, you’re likely going to feel a surge of power a little later — give the rest of your body a bit of time to catch up.
If you’re sick but still have high energy scores, your body is doing a decent job maintaining homeostasis.

HRV & Stress

Extremely low or too high stress is usually not a good sign — it means you’re under way too much pressure or way too tired. It’s natural to have such stress levels after something challenging, like a workout. However, it’s essential to make sure your stress levels bounce back to normal soon after.

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Resilience is your body’s ability to maintain homeostasis regardless of what may be happening to you. High resilience lowers your risk of getting sick or developing complications after an illness.
Our algorithms calculate it based on heart rate variability analysis. Resilience has nothing to do with the intensity of any symptoms you may be experiencing. For example, you may feel better with a body temperature of 37–38 °C (99.5–101 °F) than of above 39 °C (102.5 °F), but your resilience may be worse.

What is HRV balance?​

Balance reflects how active your nervous system is as a whole and shows the activity of its two parts — the SNS and PSNS — in percentage terms. Activity of each of them may change throughout the day depending several different factors. Many people who practice yoga or meditation like to track how their activities tip the balance. However, it is the sum of their most important activity — a number that’s too low may indicate that you’re exhausted and need some rest.

What is coherence?

Coherence shows how synchronized your brain, heart, and respiratory system are. When your systems are synced up, you are less irritable, tend to think more rationally and work more effectively, are ready to make crucial decisions and complete complex tasks, and feel balanced in general. Better coherence may be achieved with breathing practices, such as coherent or deep breathing, as well as positive emotions and thoughts.

The meaning of HRV Score

The HRV Score assesses heart rate variability based on lnRMSSD — the natural logarithm of RMSSD. RMSSD, in turn, is a key variability metric reflecting parasympathetic nervous system activity.
The higher your HRV Score is, the better off you are. 100% means ideal variability, when the sky’s the limit — whether we’re talking mental or physical activities.

Welltory also provides more detailed measurement parameters and many key metrics.
The most common HRV analysis (or time-domain) parameters are:

  • Mean RR — the average time between each heartbeat in milliseconds.
  • SDNN (Standard deviation of normal-to-normal R-R-intervals) — this number shows whether or not your variability is within the standard overall range. Higher numbers usually indicate that your body is coping better with stress.
  • rMSSD (Root mean square successive difference) — reflects parasympathetic activity (vagal activity) and respiratory sinus arrhythmia (RSA) and shows whether or not the body has had a chance to recover.
  • MxDMn (Difference between maximum and minimum value) — the difference between max and min RR-interval values. The higher it is, the more active your parasympathetic nervous system is, and the better your body recovers.
  • pNN50 (proportion of NN50) — Proportion of adjacent R-R intervals differing by more than 50 ms. It shows how active the parasympathetic system is relative to the sympathetic nervous system. The higher the value, the more relaxed the body is. If the pNN50 is low, you’re either tired or over-stressed.
  • AMo50 (Mode amplitude) — evaluates the sympathetic activity. The higher the value, the more active the sympathetic system is.
So, as you can see, you can get an idea of what is happening in your body-system on a day-to-day basis by merely taking measurements via your phone camera or watch. You will see how your actions or behavior influence your health, can improve it, and enable you to lead a better life.