THE ULTIMATE GUIDE TO HEART RATE VARIABILITY
We recently put together a series of posts that cover many aspects of HRV measurement, data interpretation as well as plenty of examples that you can look at to better understand how to make use of the data, and how HRV relates to training and lifestyle stressors.
Check them out at these links:
We recently put together a series of posts that cover many aspects of HRV measurement, data interpretation as well as plenty of examples that you can look at to better understand how to make use of the data, and how HRV relates to training and lifestyle stressors.
Check them out at these links:
HRV4Training Quickstart Guide
Puoi trovare una versione in Italiano di questa guida, qui (🇮🇹)
What's Heart Rate Variability (HRV)?
HRV is a term that refers to ways to summarize in a number the variability between heartbeats. Right, but why do we care?
For a simple reason: HRV is the only practical, non-invasive and cost-effective way we have to measure the activity of the autonomic nervous system. Our body is continuously re-adjusting to maintain a state of balance, called homeostasis. Our heart rate, blood pressure, glucose level, hormones, etc. — react to the challenges we face and the autonomic nervous system works to keep everything in balance so that we can function optimally (e.g. do not develop chronic conditions, or improve our performance).
Heart rhythm (and therefore HRV) is regulated by the parasympathetic branch of the autonomic nervous system, the one in charge of rest and relaxation. Hence, measuring HRV is an effective way to capture how our body is doing while trying to maintain a state of balance in response to different stressors (training, lifestyle, etc.).
In particular, a reduction in certain HRV features (for example rMSSD, more on this later) typically means that parasympathetic activity is reduced, and therefore we have not fully recovered or in general, there is more stress in our lives.
For a simple reason: HRV is the only practical, non-invasive and cost-effective way we have to measure the activity of the autonomic nervous system. Our body is continuously re-adjusting to maintain a state of balance, called homeostasis. Our heart rate, blood pressure, glucose level, hormones, etc. — react to the challenges we face and the autonomic nervous system works to keep everything in balance so that we can function optimally (e.g. do not develop chronic conditions, or improve our performance).
Heart rhythm (and therefore HRV) is regulated by the parasympathetic branch of the autonomic nervous system, the one in charge of rest and relaxation. Hence, measuring HRV is an effective way to capture how our body is doing while trying to maintain a state of balance in response to different stressors (training, lifestyle, etc.).
In particular, a reduction in certain HRV features (for example rMSSD, more on this later) typically means that parasympathetic activity is reduced, and therefore we have not fully recovered or in general, there is more stress in our lives.
What does the HRV number represent?
HRV is determined by computing so-called features, starting from a series of RR intervals, or differences between heartbeats. This means that on the contrary of heart rate, which can be thought of as an almost instantaneous value, HRV requires a certain amount of data to be accumulated, before it can be computed.
In terms of features, the sports science community settled on rMSSD as the most meaningful and practical feature to use in applied research and real life.
Why rMSSD? Because of how our physiology works. In particular, the vagus nerve (representative of the parasympathetic system) acts on receptors signaling nodes to modulate pulse on a beat to beat basis while sympathetic activity has different pathways with slower signaling. Hence, beat to beat changes computed as rMSSD reflect parasympathetic activity.
In terms of features, the sports science community settled on rMSSD as the most meaningful and practical feature to use in applied research and real life.
Why rMSSD? Because of how our physiology works. In particular, the vagus nerve (representative of the parasympathetic system) acts on receptors signaling nodes to modulate pulse on a beat to beat basis while sympathetic activity has different pathways with slower signaling. Hence, beat to beat changes computed as rMSSD reflect parasympathetic activity.
What are Recovery Points?
Recovery Points in HRV4Training are just your HRV.
This is the number you see in the homescreen, and is computed as a logarithmic transformation of rMSSD as typically reported in the scientific literature. No subjective or training data is used to compute Recovery Points, as this is just your physiology, which will change in response to training and lifestyle stressors.
If you prefer to look at the actual rMSSD value in the app, you can do so by selecting Advanced View under Menu / Settings. Note that the trends and day to day changes will be exactly the same, as Recovery Points is simply a more user friendly transformation of your rMSSD.
Combining your HRV with subjective and training data, HRV4Training will be able to provide you with daily advice and interpret long term physiological trends, as explained below.
This is the number you see in the homescreen, and is computed as a logarithmic transformation of rMSSD as typically reported in the scientific literature. No subjective or training data is used to compute Recovery Points, as this is just your physiology, which will change in response to training and lifestyle stressors.
If you prefer to look at the actual rMSSD value in the app, you can do so by selecting Advanced View under Menu / Settings. Note that the trends and day to day changes will be exactly the same, as Recovery Points is simply a more user friendly transformation of your rMSSD.
Combining your HRV with subjective and training data, HRV4Training will be able to provide you with daily advice and interpret long term physiological trends, as explained below.
How do I use the app?
We'll break down app usage in three steps:
- Measurement & Tags: Take an HRV test each day right after waking up. This value will contribute to your baseline. After each measurement you will be prompted with a short questionnaire that will help contextualize your measurements and make sense of your data. Try to be consistent and follow the same monitoring routine. If you do get out of bed before taking your test, make sure you are again well rested (e.g. relax for a few minutes).
- Daily advice: Changes in HRV on consecutive days and with respect to your baseline will be analyzed to determine possible periods of higher physiological stress. The daily advice can be used to understand under how much stress your body is, and make daily adjustments to your trainings accordingly.
- Insights: When you start accumulating weeks and months of data, advanced features will automatically unlock, providing you with much more insights on the relations between training intensity, recovery and performance. Make sure to fill in your tags after each measurement, and all the information will be processed to provide more accurate assessment of physical condition. Check out the sections below to find out more about HRV4Training's unique insights.
1. Measurement & Tags
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1.1 Camera acquisition
Current generation phones include both a camera and a light emitting diode, which can be used for reflection based bio-optical imaging. The technique is called photoplethysmography (PPG for short) and consists in detecting changes in blood volume during a cardiac cycle, by illuminating the skin and measuring changes in light absorption. HRV4Training uses the phone camera to extract PPG and then determine markers of the autonomous nervous system activity, in particular parasympathetic activity. PPG has been used for a long time in clinical settings, and has been validated multiple times, proving to be a reliable measurement of HRV, as good as standard electrocardiograms with sticky gel electrodes. Check out our validation at this link. |
Here are some practical tips in case you are using the camera:
Note that if you prefer to use a chest strap, HRV4Training supports most bluetooth low energy heart rate monitors. In this case, we recommend a Polar H7 or H10.
HRV4Training can also integrate with other data sources, in particular:
Note that in both cases, we do not read your historical data. The reason being that most insights require not only measurements but also the annotations around them (tags) as well as workouts, so that physiology can be properly contextualized and interpreted. There is no point in collecting data differently.
As explained below, It will take only 4 days to get a baseline, and then you'll see insights will start showing up from 2 to 6 weeks in, depending on measurements and workouts. The app will always use the past 2 months to understand normal variations in your physiology, and provide you with meaningful advice for your training, as explained here.
- Use your fingertip for the measurement
- Place your fingertip exactly on the camera, you need to cover it all
- Do touch the camera, but limit pressure. It's important to touch it gently, otherwise too much pressure will impede blood flow (which is what needs to be measured)
- Try not to move for the duration of the whole test, and breathe freely, without forcing any unnatural breathing pattern
Note that if you prefer to use a chest strap, HRV4Training supports most bluetooth low energy heart rate monitors. In this case, we recommend a Polar H7 or H10.
HRV4Training can also integrate with other data sources, in particular:
- Apple Watch: you can measure HRV using the Breathe app, which writes to Health. HRV4Training can then read from Health your data, as explained here.
- Oura ring: we can read night data from Oura cloud so that you do not need to take the morning measurement. Learn more here.
- Samsung Galaxy: we can use the dedicated sensor present in most Samsung Galaxy phones, instead of the camera. Learn more here.
Note that in both cases, we do not read your historical data. The reason being that most insights require not only measurements but also the annotations around them (tags) as well as workouts, so that physiology can be properly contextualized and interpreted. There is no point in collecting data differently.
As explained below, It will take only 4 days to get a baseline, and then you'll see insights will start showing up from 2 to 6 weeks in, depending on measurements and workouts. The app will always use the past 2 months to understand normal variations in your physiology, and provide you with meaningful advice for your training, as explained here.
1.2 Tags
Context is everything. After each measurement you'll be prompted with different Tags related to your current lifestyle and trainings. You can annotate not only training days and intensities but also a series of other parameter that can affect physiological stress, performance, and training. For example sleep quality, mental tiredness, muscle fatigue and more.
Your annotated Tags will be used to provide more interesting analytics on the relation between your trainings and HRV. You'll also be able to see some of the tags in the history view and plot custom correlations. Finally, you can even add up to three custom tags.
If you are a Strava user, you can also link Strava and HRV4Training and get your training-related tags automatically in the app, as described here.
Your annotated Tags will be used to provide more interesting analytics on the relation between your trainings and HRV. You'll also be able to see some of the tags in the history view and plot custom correlations. Finally, you can even add up to three custom tags.
If you are a Strava user, you can also link Strava and HRV4Training and get your training-related tags automatically in the app, as described here.
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2. HRV-based Daily Advice
HRV4Training provides advice based on objective assessment of physical condition and your subjective scores. HRV over the last week is used to determine your baseline (at least 4 days of measurements are required), while the past 2 months of data are used to determine what your normal HRV values are. The daily advice aims at helping you in making small daily adjustments to your training program, by keeping in consideration not only how your score changed from yesterday's, but also with respect to your past 7 days moving average (i.e. the baseline), your normal values, and factoring in your subjective scores and recent trends (when enough data is present). You can learn more about the daily advice at this link. |
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Integrating HRV & the daily advice in your training plan
Let’s revise the basics: HRV, in particular rMSSD or a transformation of rMSSD such as HRV4Training’s Recovery Points, are simply a way to capture parasympathetic activity, or in other words, level of physiological stress. As we apply stress to trigger certain adaptations, measuring our body’s response to such stressors, as well as to all other forms of stress we are affected from (e.g. simply life happening, work stress, family, etc.), is very helpful as it can provide objective feedback and help us making meaningful adjustments, the simpler adjustments is probably just being a little more honest with ourselves, and slowing down from time to time, especially when our body is already too stressed.
The example we’ve just highlighted is something we all understand quite well, higher stress as shown by lower HRV highlights how it might be a good idea to take it easy and avoid excessive stress which might lead to overtraining or slower recoveries, hindering improvements in performance. What do you do when it’s all good? Should you push it all the time because your HRV is within normal values, often shown in apps as a green light? Of course not.
The fact that your body is in a (physiologically speaking) normal state, is what you should aim for. Normal is good. However, this does not mean that every time HRV looks good you should go hard. You first need to have a plan, then you can make adjustments based on how you respond to such plan, which is something HRV and physiological measurements can allow you to do, by providing feedback on your individual specific physiological response to your training plan.
Normal values, or in other words a green light, should give you confidence that everything is going well and in general you are coping well with your current training and lifestyle. Yet, if your training plan says you are due for a rest day, take it. If you are due for a low intensity workout, do it. Small adjustments such as flipping an intense workout scheduled for tomorrow are another way to make better use of these measurements, however it is important to understand that HRV and physiological measurements are tools for awareness, which allow you to understand how you respond to a particular plan, not to replace your plan entirely.
You can learn more about medium and long term trends, and understanding the big picture, at this link.
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2.1 History and Training Annotations
Once you've got some data, use the history tab to browse through it and look at the different features that were extracted during the test. You'll also be able to see the impact of some of your tags (e.g. travel, alcohol intake, injuries, etc.) on your physiological stress level. The Baseline page helps you in going beyond short daily variability, and get a better overview of your physical condition. |
The blue line is a 7 days moving average, which captures the global trend of your HRV, without being too affected by daily swings. At the bottom you can see annotated trainings as well.
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2.2 HRV4T Recovery Points HRV4T Recovery Points provide a single, straightforward metric to analyze your physical condition. They are based on the single most used metric to quantify recovery based on HRV, which is rMSSD. Additionally, HRV4T Recovery Points adapt the score based on your anthropometrics. HRV4T Recovery Points are used to compute your baseline. Daily deviations from this baseline are shown in the color-coded Advice bar, in your home screen. 2.3 Population comparisons
In this page you can see how you compare with respect to other HRV4T users. You'll be able to pick different physiological parameters (heart rate, rMSSD, Recovery Points) as well as stratify by age and gender. You can learn more about HR and HRV population values on this blog post. |
3. HRV4Training Insights
HRV4Training provides more advanced experimental analysis that look at both acute HRV changes and long term trends to better understand the big picture. In particular, under Menu - Insights, you can find:
- Weekly and montlhy summaries: pick the metric most representative of your athlete's trainings (e.g. RPE, TSS, Suffer Score, training distance) and analyze training load breakdowns by week and month to keep better track of overall progress.
- Acute HRV changes in response to training and other stressors: systematic analysis of day to day changes in HRV on days following training, alcohol intake, travel, menstruation and sick days. Are your athletes physiologically rested after rest days and easy training? What drop in HRV can you expect after an intense training? How does travel affect their physiology?
- HRV trends: provide more insights on the big picture. Look at baseline changes on multiple parameters relevant to your physical condition (e.g. HRV baseline, HRV, coefficient of variation, training load), etc. The app can automatically determine if your recent HR or HRV trend is changing in a trivial way, or if the change is something to take more seriously, based on your historical data.
- Correlations: mainly for exploratory analysis inside the app. Look at what factors are related to physiological changes, and try to adjust your lifestyle accordingly (a good one is typically sleep quality).
- Training load analysis: you can pick the metric most representative of your trainings (e.g. TSS, Suffer Score, training distance or your own custom metric) and analyze fitness & fatigue, determined as chronic and acute training loads, as well as readiness to perform and injury risk.
- VO2max estimation: For runners and cyclists using the Strava integration and training with a HR monitor (and power), HRV4Training can estimate cardiorespiratory fitness level (VO2max). Check out this post for more details.
- Training polarization analysis: this analysis allows you to get an overview of how hard you are training and potentially polarize more your training, as a more polarized approach, typically involving training about 80% of the time at very low intensities, has been shown to improve performance for both recreational and elite athletes. More details on this analysis at this link.
- Lactate threshold estimation: Improve your training pacing and racing strategies based on your estimated lactate threshold. Check out this post for an overview of the science behind our estimate and how you can use it.
3.1 Weekly and Monthly summaries
Pick the metric most representative of your athlete's trainings (e.g. RPE, TSS, Suffer Score, training distance) and analyze training load breakdowns by week and month to keep better track of overall progress.
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3.2 Acute HRV Changes in response to training, travel, alcohol intake, menstruation & getting sick
Acute stressors are events that affect your physiology in the immediate future. Think about an intense aerobic workout, an intercontinental flight, a night out with too many drinks, high caffeine intake, etc. Acute stressors are typically the easiest phenomena to interpret and reproduce, and looking at data in the context of acute stressors can help understanding how your physiology works. Looking at acute changes can also help in gaining confidence in the tools we use, as these changes should be captured more easily.
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In the Acute HRV Changes analysis you will be able to look at acute changes in two different ways. For certain stressors, which have an impact on the following day physiology (e.g. alcohol intake or a workout), we will show you the difference in HRV between "today" (stressor day) and "tomorrow" (day after the stressor), averaged over three months of data. Did your HRV decrease after a certain event? By how much? Is this decrease consistent? That's what you will be able to see for training (rest vs training as well as different annotated intensities) and alcohol intake. On the other hand, some stressors last for several days (for example getting sick, menstruation and travel). For these stressors we will not look at day to day changes but at the average HR or HRV values in the two conditions. What's your normal HR? Does it change when sick? See some additional screenshots above.
3.3 HRV Trends analysis
HRV4Training is also the first app that combines multi-parameter data to help you better understand the big picture. Look at baseline changes on multiple parameters relevant to your physical condition (e.g. HRV, HRV, coefficient of variation, training load), etc. The app can automatically determine if your recent HR orHRV trend is changing in a trivial way, or if the change is something to take more seriously, based on your historical data. You can read more in this blog post.
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3.4 Correlations
You can explore the correlation between your annotations and physiological parameters (e.g. HR/HRV), under Insights - Correlations. Mainly for exploratory analysis inside the app. Look at what factors are related to physiological changes, and try to adjust your lifestyle accordingly (a good one is typically sleep quality).
Read more about this feature here.
Read more about this feature here.
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3.5 Training load analysis
HRV4Training lets you pick the metric most representative of your trainings (e.g. TSS, Suffer Score, training distance or your own custom metric) and analyze fitness & fatigue, determined as chronic and acute training loads, as well as readiness to perform and injury risk. You can find out more about this feature at this link.
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3.6 VO2max estimation
For runners and cyclists using the Strava integration and training with a HR monitor (and power), HRV4Training can estimate cardiorespiratory fitness level (VO2max). Check out this post for more details.
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3.7 Training polarization analysis
This analysis allows you to get an overview of how hard you are training and potentially polarize more your training, as a more polarized approach, typically involving training about 80% of the time at very low intensities, has been shown to improve performance for both recreational and elite athletes. More details on this analysis at this link.
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3.8 Lactate threshold estimation
Improve your training pacing and racing strategies based on your estimated lactate threshold. Check out this post for an overview of the science behind our estimate and how you can use it.
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4. Integration with other services
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Once you authorize the app, HRV4Training can share data with the following apps and services:
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