Independent Study
By Andy Liu
I have had neck and upper back pain for 3 years. Chiropractic, physiotherapy and massage did not fix it, so I started tracking myself instead. Over 68 days I recorded my discomfort seven to eight times a day across seven variables, changed one set of habits at a time, and published everything I measured, including the parts that did not work.
In contemporary society, the growing dependency on technology in teenagers' day-to-day lives has contributed to an increase in back and neck problems. While the majority of public discussion is focused on issues related to social media and mental health, the physical consequences of technology use are often overlooked.
Extended periods of sitting and screen-based activities cause the neck and upper back to be exposed to continuous low-level loading which leads to muscle fatigue, pain, and posture changes. The condition associated with these symptoms is known as Upper Crossed Syndrome (UCS) which is the tightness and weakness of muscles in the neck, shoulders, and upper back [1].
Over the last 3 years I have been struggling with upper back and neck pains. It started as a slight discomfort which gradually became increasingly uncomfortable over the years. As a regular teenager would, I initially dismissed the problem as a short term occurrence due to excessive digital school work. However, time passed, and my pains persisted. The discomfort got to the point where I could not sit in a moving vehicle without tilting my neck an abnormal amount to rest it on a nearby headrest. Additionally, the sensation of needing to crack my neck was always apparent. Even during times of relaxation, when my neck and upper back were not as sore, the need to crack was always there.
After about a year, my mom began to pick up signs that something abnormal was going on. My neck cracking wasn't just a normal slow tilt of the head attempting to hear a pop. Instead it was a sudden, violent jerk of the neck. As a result, I booked in with a chiropractor to see if there was anything wrong with my alignment. The chiropractor felt that there was a slight misalignment in my upper back. However, when I went for an x-ray, there were no signs of scoliosis and my spine was presumed to be healthy. The chiropractor gave me a few exercises to do and I went on with my life.
A couple months later, after consistently doing the exercises, nothing seemed to change. I then tried physiotherapy for a few more months and nothing changed again. However, I did learn that after massages or nice warm showers, the soreness went away temporarily. This gave me hope and ignited my passion for trying to root out the cause myself. Rather than searching for another treatment, I decided to understand how my own body responds to different daily habits, activities, and interventions, and whether these findings can later help other teenagers experiencing similar technology related discomforts.
Basically, I am turning inwards and becoming my own doctor. Every day, I track my symptoms at set intervals, target and change one set of problems at a time, and note down everything else that could be affecting the results. My entire journey will be included on this page, even the parts that did not work, so that another teenager with the same problem won't have to start from nothing.
Here is a list of all my symptoms before the project. If you are reading this because something in your own neck feels wrong, some of it might sound familiar.
Before any of the tracking started, I had already been through the normal route. I am including it here because it shaped how I designed the experiment. These are the things I already know do not work for me, so there was no point spending weeks testing them again.
| What I tried | How long | Result |
|---|---|---|
| Chiropractic | Several months | Little noticeable long term improvement |
| Physiotherapy | Several months | Little noticeable long term improvement |
| Massage therapy | Occasional | Some short term improvement, no lasting impact |
| Spinal x-ray | One time | No sign of scoliosis or other major structural abnormalities |
Two things stood out to me here. First, since the x-ray came back clean, whatever is going on is probably not structural. Second, the passive treatments where someone else moves or presses on me (ex. massage and chiropractic therapy) only provided short-term relief. As a result, I decided to use active interventions instead. These are interventions that I consistently do myself in order to change how I load my neck throughout the day.
Note: My results are only about me, and a clean x-ray does not automatically clear you. If your pain comes with numbness, tingling, pain radiating into your arms, weakness in your hands, or unexplained headaches, then you should see a doctor immediately instead of starting an experiment yourself.
The human head weighs around 10 to 12 pounds. When it is positioned directly above the shoulders, the weight is supported by the cervical spine efficiently and with little muscular effort. However, the pressure on the spine increases significantly for every inch that the head shifts forward relative to the shoulders [2].
| Head angle | 0° | 15° | 30° | 45° | 60° |
|---|---|---|---|---|---|
| Effective load | 10-12 lbs | 27 lbs | 40 lbs | 49 lbs | 60 lbs |
Data adapted from Hansraj [2].
Depending on the amount of pressure generated by the position of the head, the muscles of the neck and upper back are required to generate a much greater force to support it. If this goes on long enough, that extra force causes muscle fatigue, discomfort, and soreness.
There are four main muscle groups that maintain proper head posture and shoulder alignment [3].
It became a lot easier to describe my symptoms once I knew the names of the parts. These are the regions and muscles this project keeps coming back to.
| Muscle or group | Location and main function | Connection to my project |
|---|---|---|
| Deep neck flexors longus colli, longus capitis | Located at the front of the cervical spine. They help flex and control the head and neck | Relevant to chin tucks and to keeping the head over the shoulders |
| Sternocleidomastoid | Large muscle along each side of the neck. Bends and rotates the head | May perform more work when the head is held forward. Mine was very sore on waking on Day 16 |
| Upper trapezius | Runs from the skull and neck toward the shoulders | Elevates and stabilizes the shoulder blades and assists neck movement |
| Levator scapulae | Connects C1 to C4 to the upper part of the scapula | Links neck movement with shoulder blade position |
| Splenius capitis and cervicis | Located along the back of the neck | Extend, rotate and laterally bend the neck. One of the two places my stiffness concentrates |
| Semispinalis capitis | Deep posterior neck muscle | Helps extend and stabilize the head. The other place my stiffness concentrates |
| Suboccipital muscles | Small muscles directly beneath the skull | Provide precise head movement and position awareness |
| Rhomboid major and minor | Between the spine and shoulder blades | Retract and stabilize the scapulae |
| Middle and lower trapezius | Middle and lower upper back regions | Help retract, depress and rotate the scapulae |
| Serratus anterior | Runs along the ribs beneath the scapula | Holds the scapula against the rib cage and assists its movement |
| Erector spinae and multifidus | Deep muscles running along the spine | Help maintain spinal extension and upright posture |
This was the one that confused me the most. My head is fully supported by the bed, so why is this the worst position out of all of them?
It turns out the head is not the only thing being held up. When holding a phone above the face, the arms require stabilization from the shoulder and upper back muscles, and the neck muscles are needed to continuously support the head and maintain visual alignment with the screen. Even though my neck is supported by the bed, these muscles remain active. If they stay active for an extended period of time, it leads to fatigue and soreness [4].
While sitting down, the muscles of the upper back and neck need to maintain a low level contraction in order to keep the head upright. Since sitting is often static, those muscles remain active over long periods of time, which causes muscle fatigue, soreness, stiffness and ultimately discomfort.
However, while standing or walking, the body makes slight postural adjustments that allow different muscles to be engaged. The load is spread out among multiple muscles that are constantly engaging and disengaging [5]. Therefore, I decided to add movement breaks into my intervention plans, and it also explains why my soreness is the lowest after excercise and outdoor time.
The design of modern headrests focuses primarily on safety. They are designed to reduce whiplash injuries during rear end collisions, and as a result many of them are angled slightly forward [6]. If someone is already experiencing forward head posture as well as fatigue and stiffness in the neck and upper back, the headrest can feel as though it is pushing the head farther forward, causing discomfort.
Muscle imbalances occur when some muscles become tight and overactive while others become weak and underactive. These imbalances can disrupt spinal alignment. Poor posture is the most common cause of muscle imbalances in teens. Spending hours sitting, looking down at devices, or performing repetitive detrimental movements can create imbalances over time [8].
Chronic back pain is a result of the body compensating for weak muscles by overusing others. These compensations place excessive stress on joints, ligaments and muscles. Muscle imbalances can also decrease spinal stability, since weak core and postural muscles are unable to support the spine properly. This perfectly reflects what my massuese noticed about my back and with what I can feel myself, which is that the left side of my back is stiffer and more pronounced than my right.
Heat was the one consistent piece of relief I had found before this project started. Understanding why it worked is what convinced me the problem was muscular rather than structural. It is also the reason why heat ended up being integrated into Intervention Plans #2 and #3.
Throughout the day your muscles maintain a low level contraction (for keeping posture upright etc.), meaning that they are never fully relaxed. Factors such as stress and mental effort can also increase tension. However, when you step into a warm shower, your body gets a signal to ease off [7]:
You may also notice that warm water feels more relaxing than warm air. This is because water covers the body evenly, transfers heat more efficiently, and stimulates skin receptors continuously. That constant stimulation of the sensory receptors is what keeps the relaxation signal going.
Heat does not fix anything structural. So if a warm shower reliably drops my soreness, then the soreness is probably coming from muscle tension, which is something that training and habit change can actually reach. That is the reason I designed the intervention phase the way I did.
Sleep ended up mattering more than I expected. A lot of my worst mornings in the log line up with notes about sleeping on my side or on my stomach. Below are some sleep positions that either caused me higher or lower discomfort after waking up.
The idea behind the design is simple. Change one thing at a time, keep measuring the same way every day, and write down everything else that could be confusing the picture.
I tracked my discomfort on a 0 to 10 scale every day, where 0 means no discomfort and 10 means the worst I have experienced (Note: for certain variables, the scale is inverted). I started with a baseline where I changed nothing, and then introduced the interventions in blocks, with each plan building on the one before it.
Rather than recording symptoms only once per day, I took measurements at multiple points throughout the day, because my neck and upper back discomfort fluctuates a lot depending on the activity. The times were chosen based on routine study times and exercise/outdoor times.
Once school started, my day stopped being built around study blocks I chose myself, so the check in points had to change with it. Weekends still use the summer schedule above.
My periods shift around every day, so the times vary. I recorded them by what had just happened rather than by the clock, which is the same principle I used over the summer. The one genuinely new check in is after evening study, since that is now the only study block I control.
| Phase | Days | What changed |
|---|---|---|
| Baseline | 1 to 5 | Nothing. Measure only. |
| Intervention Plan #1 | 6 to 12 | Posture correction, ergonomics, movement breaks, stretching, strengthening, phone rules and sleep position |
| Intervention Plan #2 | 13 to 19 | Plan #1 plus heat treatment, extra targeted neck stretches and light posterior neck massage |
| Intervention Plan #3 | 20 to 26 | Plan #2 plus the neck cracking corrective measures and the start of habit change |
| Plan #3 continuation | 27 to 40 | Same protocol held for the habit forming window. Phone addiction rules added on Day 33 and the reward system on Day 34 |
| Plan #3 to the end of summer | 41 to 57 | Same protocol, held to see whether the gains stayed steady over a longer stretch |
| Plan #3 during the first two weeks of school | 58 to 68 | Same goals, restructured around a school day. New check in points and a modified version of the plan. See T2 |
Data collection is complete through Day 68. Days 1 to 57 cover the summer, and days 58 to 68 are the first two weeks of school.
Everything above is subjective. The objective measure I planned and have not started yet is craniovertebral angle, which is the standard clinical way of quantifying forward head posture using a standardized side profile photo. Adding it would give the project an external check that does not depend on how I feel that day, and it is the first thing I would tell anyone copying this method to include from Day 1.
Each plan keeps everything from the plan before it and adds another layer on top. The exercises are based on evidence based corrective exercise for forward head posture in adolescents [13].
Goal: reduce muscle soreness and stiffness, and correct posture.
Everything in Plan 1, plus:
These additions specifically target the splenius capitis and semispinalis capitis, which are the two muscles where my stiffness normally occurs.
Everything in Plan 2, plus:
Same goals as Plan 3. The only thing that changed is when each piece happens, because a school day does not leave room for the original timing. This applies to school weekdays only. Weekends still follow Plan 3 as written above.
Sometimes you may not be able to treat everything yourself, and knowing when to stop and seek medical attention is crucial in maintaining a healthy lifestyle. Here are some signs: a sharp increase in pain, numbness, tingling, pain radiating into the arms, or new headaches.
Throughout the past 3 yearrs, this is the symptom that bothered me the most, and the one I understood the least. Here is what I worked out.
I found that my tension and stiffness normally occurs in the splenius capitis and semispinalis capitis, and that the urge to crack is usually in the C2, C3 and C4 regions of the cervical vertebrae. Tightness there is part of the story. But tightness alone did not explain why the urge never went away, even on days when the soreness did.
Further research suggested that a constant urge to crack your neck is most likely caused by a past trauma where a joint in the neck was dislodged. When you tear the soft tissue surrounding the joint, the muscles get locked and the joint does not move the way it should. That combination of a lack of motion and tightness of muscle is what gives you the urge to crack.
When you crack your neck you are moving a joint that is hypomobile, meaning stiff and not moving enough. When you do so, you move the joint an excess amount, stretching and elongating the ligaments. That causes the areas above and below to compensate and move even less, which continues the cycle. You may think you are fixing the immobile areas, but you are actually just continuing to stretch and move the hypermobile area. When you continuously crack your neck, the ligaments stretch and become loose, putting more stress on the muscles. Then the muscles start to contract and get tight, giving you the urge to crack again.
The idea from the habit research is that suppressing an urge rarely works, but replacing it with something that gives you a similar sense of relief does. So the rule is not to stop cracking. It is that when the urge comes, I do this instead.
So far I have only been addressing the muscular and postural sides of this experiment. The structural joint part is not something I am able to assess on my own. I would need another x-ray or chiropractic review. Therefore, if my results show that my urge drops but never reaching zero, then that is the explanation for why.
Partway through this project I noticed something specific. When I press on the left side of my cervical spine around C2 and C3, it seems to be slightly moovable or loose. The rest of my neck feels firm. It isn't drastic but it does shift, making a slight cracking or popping sound while doing so. Additionally, this areas causes the most neck pain and the strongest urget to crack.
Based on the cycle described above, this would be the hypermobile segment, and the firm areas around it would be the hypomobile ones compensating for it. That would also explain why the urge concentrates in the C2 to C4 region, and why it is on the left side, which is the same side as my uneven back muscles and my T3/T4 discomfort.
I stopped pressing on it. Physically moving the joint segment wiht my hand until it pops or cracks is the same thing as cracking my neck. Therefore, everytime I do it, I am stretching the ligaments and continuing that positive feedback loop.
I cannot diagnose this myself. Feeling how much an individual vertebra moves is called motion palpation, and it is far less reliable than it seems. A systematic review of trained physical therapists found agreement between examiners of only 70 to 87 percent, with kappa values of 0.28 to 0.43, which is considered fair to moderate [15]. Another study found reliability dropped further when clinicians judged segmental mobility on its own rather than by pain response [16]. If trained professionals disagree with each other on this, then me pressing on my own neck is an observation and nothing more. It is the one part of this project that genuinely needs a professional assessment.
Overall, strengthening is the main conservative approach for a segment that moves too much. That includes excercises such as chin tucks, deep neck flexor work and scapular strengthening. These excercises matter more than stretching as aggressively stretching areas around a hypermobile segment is not apparently helpful.
A popular idea suggests that it takes around 21 days to solidify a habit. However, research done by Colin Camerer, a behavioral economist at Caltech, has shown that by January 2nd only 9% of people actually stuck to their goals in 2023 [9]. If 21 days were a real rule, that number would look very different.
What the research actually says is that the time varies a lot per individual, and that the key thing is repetition and consistency. So for my experiment I am using 21 days as a placeholder rather than a finish line. I am continuing Intervention Plan #3 for an extra 2 weeks for a total of 21 days, and if my goal isn't reached by then, I will keep doing these activities until it becomes a habit.
Whenever I am using my phone I always get very bad upper back and neck pain. Across all six of my numeric variables, the check in after phone use is the worst reading of my day. It is the clearest pattern in my whole log, and it is why phone rules show up in all three intervention plans.
Part of it is the angle. Part of it is that I often end up in weird and unnatural positions while using my phone without noticing, which is likely a factor in my chronic neck and upper back discomfort. And part of it is duration, because it is very easy to hold one position for forty minutes on a phone in a way you never would at a desk.
There is also more to it than posture. Phone addiction can lead to blurry vision, fatigue, worsened performance and loss of interest in other activities. Smartphones are very addictive and they encourage habitual and problematic patterns, so reducing unnecessary use helps with more than just my neck.
All of it, exactly as it sits in my spreadsheet, gaps included. If you want to check my reasoning, or run your own analysis on it, it is yours.
How head position is coded. "s.f." stands for slightly forward. I used it to split the middle of the range instead of forcing every reading into one of two boxes. neutral is fully neutral, neutral/s.f is slightly forward but closer to neutral, foreward/s.f is slightly forward but closer to forward, and foreward is clearly forward. That gives four levels. The spelling is left exactly as I typed it in the sheet.
| Variable | Measured atMeasured at (school) | Baseline (change nothing, just measure) | Intervention Plan #1 | Intervention Plan #2 | Intervention Plan #3 | Intervention Plan #3 Continuation | Intervention #3 Continuation to the End of the Summer | Intervention Plan #3 During the First Two Weeks of School | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 64 | 65 | 66 | 67 | 68 | |||
| Neck soreness | After waking up (time varies)After waking up (time varies) | 7 | 6 | 7 | 6 | 6 | 8 | 7 | 7 | 8 | 7 | 6 | 6 | 6 | 6 | 5 | 7 | 5 | 5 | 6 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| After shower (time varies)After shower (time varies) | 5 | 4 | 5 | 5 | 5 | 6 | 5 | 6 | 5 | 6 | 6 | 6 | 2 | 3 | 2 | 5 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After morning study (11AM)After first period (1h 30 min) | 6 | 6 | 8 | 7 | 7 | 5 | 6 | 5 | 6 | 6 | 6 | 6 | 4 | 5 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | N/A | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After excercise (1PM)After second period (1h 30 min) | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 6 | 2 | 5 | 4 | 2 | 3 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | N/A | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After outdoor time (time varies)After lunch break (45 min) | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After any smart phone usageAfter any smart phone usage | 8 | 7 | 8 | 7 | 9 | 6 | 6 | 6 | 6 | 7 | 8 | 8 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| not in this scheduleAfter any evening study time | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Upper back soreness | After waking up (time varies)After waking up (varies but normally at 7:20 am) | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | |
| After shower (time varies)After shower (time varies) | 5 | 4 | 5 | 5 | 6 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After morning study (11AM)After first period (1h 30 min) | 5 | 5 | 8 | 7 | 7 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After excercise (1PM)After second period (1h 30 min) | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 5 | 6 | 7 | 7 | 7 | 6 | 6 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After outdoor time (time varies)After lunch break (45 min) | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After any smart phone usageAfter any smart phone usage | 9 | 7 | 8 | 8 | 8 | 7 | 6 | 4 | 5 | 5 | 5 | 7 | 3 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | ||
| not in this scheduleAfter any evening study time | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 2 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Urge to crack neck | After waking up (time varies)After waking up (varies but normally at 7:20 am) | 8 | 7 | 8 | 7 | 8 | 7 | 6 | 5 | 6 | 5 | 5 | 4 | 4 | 4 | 4 | 7 | 2 | 2 | 3 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| After shower (time varies)After shower (time varies) | 6 | 5 | 6 | 6 | 6 | 6 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After morning study (11AM)After first period (1h 30 min) | 9 | 7 | 8 | 8 | 7 | 7 | 6 | 5 | 5 | 5 | 5 | 6 | 3 | 2 | 3 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | N/A | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After excercise (1PM)After second period (1h 30 min) | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 6 | 7 | 7 | 7 | 8 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After outdoor time (time varies)After lunch break (45 min) | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After any smart phone usageAfter any smart phone usage | 8 | 8 | 8 | 8 | 10 | 8 | 7 | 5 | 6 | 7 | 7 | 6 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| not in this scheduleAfter any evening study time | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 2 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Self awareness of body posture | After waking up (time varies)After waking up (varies but normally at 7:20 am) | 6 | 6 | 5 | 7 | 5 | 5 | 4 | 5 | 5 | 6 | 5 | 5 | 5 | 6 | 6 | 4 | 5 | 5 | 5 | 6 | 7 | 6 | 5 | 7 | 6 | 6 | 6 | 7 | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 8 | 7 | 8 | 9 | 8 | 8 | 9 | 9 | 8 | |
| After shower (time varies)After shower (time varies) | 6 | 6 | 7 | 6 | 7 | 5 | 5 | 7 | 7 | 6 | 5 | 6 | 7 | 6 | 8 | 6 | 7 | 7 | 7 | 7 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 8 | ||
| After morning study (11AM)After first period (1h 30 min) | 5 | 5 | 4 | 5 | 4 | 5 | 6 | 6 | 5 | 5 | 6 | 5 | 6 | 5 | 6 | 6 | 6 | 7 | 7 | 6 | 6 | 6 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | N/A | 8 | 6 | 8 | 6 | 7 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 9 | 9 | 8 | 8 | ||
| After excercise (1PM)After second period (1h 30 min) | 8 | 9 | 8 | 7 | 8 | 8 | 8 | 7 | 8 | 7 | 7 | 7 | 7 | 8 | 6 | 7 | 8 | 8 | 8 | 8 | 7 | 8 | 8 | 8 | 9 | 9 | 8 | 8 | 8 | 7 | 9 | 9 | 8 | 8 | 9 | 8 | 9 | 9 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | N/A | 8 | 9 | 8 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 9 | 9 | 9 | 8 | 9 | 8 | 8 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 5 | 5 | 5 | 5 | 4 | 6 | 6 | 5 | 5 | 6 | 6 | 5 | 6 | 8 | 6 | 7 | 6 | 7 | 6 | 6 | 6 | 5 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 7 | 6 | 8 | 7 | N/A | 7 | 7 | 7 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | 7 | 8 | 8 | 9 | 8 | 8 | 8 | 9 | 8 | 8 | ||
| After outdoor time (time varies)After lunch break (45 min) | 7 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 7 | 7 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 7 | 7 | 8 | 9 | 9 | 8 | 8 | 8 | 7 | 9 | 8 | 8 | 9 | 9 | 8 | 9 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 7 | 8 | 9 | 8 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | ||
| After any smart phone usageAfter any smart phone usage | 6 | 7 | 6 | 7 | 5 | 5 | 5 | 6 | 5 | 5 | 4 | 4 | 6 | 6 | 5 | 5 | 5 | 5 | 6 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6 | 7 | 7 | 7 | 6 | 7 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 6 | 8 | 8 | 7 | 8 | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | ||
| not in this scheduleAfter any evening study time | N/A | 8 | 8 | 8 | 8 | 9 | 8 | 8 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Uncomfortable sitting in chairs | After waking up (time varies)After waking up (varies but normally at 7:20 am) | 6 | 6 | 7 | 6 | 7 | 8 | 6 | 7 | 7 | 6 | 4 | 4 | 5 | 6 | 4 | 7 | 3 | 3 | 3 | 3 | 2 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | |
| After shower (time varies)After shower (time varies) | 3 | 2 | 2 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After morning study (11AM)After first period (1h 30 min) | 7 | 6 | 8 | 7 | 8 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 5 | 6 | 5 | 5 | 6 | 5 | 5 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 4 | 1 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | N/A | 2 | 4 | 1 | 4 | 4 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After excercise (1PM)After second period (1h 30 min) | 3 | 2 | 3 | 3 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | N/A | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 7 | 8 | 8 | 8 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6 | 6 | 6 | 7 | 7 | 6 | 6 | 7 | 6 | 6 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | N/A | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | ||
| After outdoor time (time varies)After lunch break (45 min) | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
| After any smart phone usageAfter any smart phone usage | 8 | 8 | 9 | 8 | 9 | 7 | 8 | 5 | 7 | 7 | 7 | 7 | 7 | 6 | 7 | 7 | 7 | 7 | 6 | 6 | 6 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | ||
| not in this scheduleAfter any evening study time | N/A | 1 | 1 | 2 | 1 | 1 | 1 | 2 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Stability | After waking up (time varies)After waking up (varies but normally at 7:20 am) | 5 | 6 | 5 | 5 | 5 | 7 | 6 | 8 | 7 | 6 | 6 | 7 | 7 | 6 | 6 | 4 | 6 | 6 | 6 | 7 | 7 | 7 | 6 | 7 | 6 | 6 | 6 | 7 | 7 | 5 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 7 | 7 | 7 | 8 | 7 | 7 | 7 | 8 | 8 | 8 | 8 | 8 | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 8 | |
| After shower (time varies)After shower (time varies) | 7 | 8 | 8 | 7 | 7 | 7 | 7 | 9 | 7 | 7 | 6 | 7 | 8 | 6 | 7 | 6 | 7 | 8 | 7 | 7 | 8 | 7 | 7 | 8 | 7 | 7 | 7 | 7 | 8 | 7 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 8 | 8 | 9 | 8 | 8 | 8 | 9 | 8 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | ||
| After morning study (11AM)After first period (1h 30 min) | 4 | 5 | 3 | 5 | 5 | 7 | 7 | 7 | 7 | 6 | 7 | 6 | 6 | 6 | 7 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 8 | 8 | 8 | 7 | 7 | 8 | 8 | 8 | 7 | N/A | 8 | 6 | 8 | 7 | 7 | 8 | 9 | 9 | 8 | 8 | 9 | 8 | 9 | 9 | 8 | 9 | 9 | 9 | 9 | ||
| After excercise (1PM)After second period (1h 30 min) | 9 | 9 | 9 | 8 | 9 | 9 | 9 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 8 | 9 | 8 | 8 | 9 | 9 | 7 | 7 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | N/A | 8 | 9 | 8 | 8 | 9 | 9 | 8 | 9 | 9 | 8 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | ||
| After afternoon study (5PM)After third period (1h 30 min) | 6 | 6 | 6 | 6 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 8 | 7 | 7 | 7 | 8 | 7 | N/A | 8 | 8 | 7 | 8 | 9 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 9 | 9 | 8 | 9 | ||
| After outdoor time (time varies)After lunch break (45 min) | 7 | 8 | 7 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | 8 | 9 | 8 | 8 | 8 | 8 | 9 | 9 | 9 | 8 | 8 | 8 | 9 | 9 | 8 | 8 | 8 | 8 | 9 | 8 | 9 | 9 | 9 | 8 | 9 | 8 | 9 | 8 | 9 | 9 | 8 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 8 | 8 | 9 | 8 | 8 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | 9 | ||
| After any smart phone usageAfter any smart phone usage | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 6 | 5 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 7 | 7 | 7 | 7 | 7 | 8 | 7 | 7 | 7 | 7 | 7 | 7 | 8 | 7 | 7 | 7 | 8 | 7 | 8 | 8 | 8 | 6 | 8 | 8 | 7 | 8 | 7 | 8 | 8 | 8 | 8 | 8 | 9 | 9 | 8 | 8 | 9 | 8 | 8 | ||
| not in this scheduleAfter any evening study time | N/A | 8 | 8 | 8 | 8 | 9 | 9 | 8 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Head position (forward / neutral) | After waking up (time varies)After waking up (varies but normally at 7:20 am) | foreward | foreward/s.f | foreward | foreward/s.f | foreward/s.f | forward | neutral/s.f. | neutral | neutral/s.f | neutral/s.f | neutral | neutral | neutral/s.f | neutral/s.f | neutral/s.f | foreward/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | foreward/s.f | foreward/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | foreward/s.f | neutral/s.f | neutral | neutral | neutral | neutral | foreward/s.f | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral/s.f | |
| After shower (time varies)After shower (time varies) | neutral/s.f | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral/s.f | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | ||
| After morning study (11AM)After first period (1h 30 min) | foreward | foreward | foreward | foreward | foreward | foreward/s.f | foreward | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | foreward/s.f | neutral/s.f | neutral/s.f | foreward/s.f | neutral/s.f | neutral/s.f | foreward/s.f | neutral/s.f | neutral | neutral/s.f | foreward/s.f | neutral | neutral/s.f | neutral/s.f | neutral | neutral | neutral/s.f | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | foreward | N/A | neutral | foreward/s.f | neutral | foreward/s.f | foreward/s.f | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | |||
| After excercise (1PM)After second period (1h 30 min) | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | netural | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | N/A | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | ||
| After afternoon study (5PM)After third period (1h 30 min) | foreward/s.f | foreward | foreward | foreward | foreward | foreward/s.f | foreward/s.f | foreward | foreward | foreward | foreward | foreward | foreward/s.f | foreward/s.f | neutral/s.f | neutral/s.f | foreward/s.f | foreward/s.f | foreward/s.f | neutral | neutral/s.f | foreward/s.f | foreward/s.f | neutral/s.f | neutral | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | foreward/s.f | neutral | neutral | N/A | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | |||
| After outdoor time (time varies)After lunch break (45 min) | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral | ||
| After any smart phone usageAfter any smart phone usage | foreward | foreward | foreward | foreward | foreward | foreward | foreward | foreward/s.f | foreward | foreward | foreward | foreward | foreward | foreward/s.f | foreward | foreward/s.f | foreward | foreward | foreward/s.f | foreward/s.f | foreward/s.f | neutral/s.f | neutral/s.f | foreward/s.f | neutral/s.f | neutral/s.f | neutral/s.f | foreward/s.f | foreward/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral/s.f | neutral | neutral | neutral/s.f | neutral | neutral/s.f | neutral/s.f | neutral | neutral | neutral/s.f | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | foreward/s.f | neutral | neutral | neutral/s.f | neutral | neutral/s.f | neutral | neutral | neutral | neutral | neutral | neutral | neutral | neutral/s.f | neutral | neutral | neutral | neutral | ||
| not in this scheduleAfter any evening study time | N/A | neutral | neutral | neutral | neutral | neutral | neutral | foreward/s.f | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Confounders (scale varies) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| Sleep | Deep Sleep | 1h 16 min | 56 min | 41 min | 38 min | 58 min | 25 min | 20 min | 33 min | 35 min | 48 min | N/A | 1h 5 min | 1h 25 min | 37 min | N/A | 46 min | 55 min | 52 min | 43 min | 57 min | 1h 3 min | 29 min | 46 min | 1h 26 min | 54 min | 1h 3 min | 30 min | 1h 9 min | 1h 12 min | 54 min | 56 min | 53 min | N/A | 30 min | 1h 5 min | 39 min | N/A | 47 min | 59 min | 34 min | 1h 3 min | 54 min | 44 min | N/A | 46 min | 1h 0 min | 17 min | 28 min | 1h 1 min | 58 min | N/A | 39 min | 28 min | 1h 21 min | 59 min | 33 min | 1h 26 min | 46 min | 59 min | 43 min | N/A | N/A | 36 min | 1h 24 min | 20 min | N/A | 1h 21 min | 38 min | |
| REM Sleep | 1h 41 min | 1h 32 min | 2h 4 min | 3h 23 min | 2h 26 min | 1h 30 min | 1h 8 min | 2h 58 min | 1h 46 min | 2h 19 min | N/A | 2h 6 min | 1h 46 min | 1h 48 min | N/A | 1h 47 min | 2h 24 min | 1h 30 min | 2h 4 min | 3h 12 min | 2h 31 min | 1h 46 min | 2h 1 min | 2h 23 min | 1h 34 min | 2h 46 min | 2h 2 min | 2h 3 min | 1h 14 min | 2h 16 min | 3h 2 min | 1h 33 min | 2h 36 min | 2h 10 min | 2h 45 min | 1h 24 min | N/A | 2h 32 min | 2h 7 min | 2h 31 min | 3h 7 min | 2h 46 min | 2h 22 min | N/A | 1h 33 min | 1h 16 min | 3h7 min | 1h 48 min | 2h 15 min | 2h 20 min | 2h 23 min | 2h 49 min | 2h 2 min | 2h 10 min | 2h 28 min | 2h 36 min | 2h 1 min | 1h 46 min | 2h 16 min | 2h 18 min | N/A | N/A | 3h 33 min | 3h 4 min | 44 min | N/A | 1h 22 min | 2h 53 min | ||
| Light Sleep | 5h 31 min | 4h 27 min | 5h 25 min | 5h 13 min | 5h 37 min | 3h 40 min | 4h 17 min | 7h 0 min | 4h 22 min | 4h 52 min | N/A | 5h 23 min | 3h 44 min | 4h 1 min | N/A | 4h 52 min | 4h 58 min | 5h 0 min | 3h 41 min | 4h 36 min | 4h 36 min | 3h 37 min | 3h 48 min | 5h 41 min | 6h 14 min | 4h 52 min | 5h 1 min | 5h 17 min | 4h 14 min | 3h 16 min | 4h 26 min | 3h 43 min | 6h 13 min | 4h 5 min | 4h 37 min | 3h 16 min | N/A | 4h 26 min | 3h 26 min | 5h 21 min | 5h 19 min | 4h 54 min | 3h 43 min | N/A | 5h 28 min | 3h 28 min | 4h 7 min | 4h 44 min | 5h 58 min | 3h 29 min | 6h 18 min | 5h 8 min | 3h 39 min | 3h 20 min | 3h 57 min | 6h 51 min | 3h 42 min | 3h 7 min | 4h 44 min | 4h 7 min | N/A | N/A | 5h 21 min | 4h 19 min | 5h 34 min | N/A | 4h 10 min | 5h 1 min | ||
| Awake | 22 min | 1 min | 2 min | N/A | 6 min | 3 min | 1 min | 22 min | 2 min | N/A | N/A | 2 min | 10 min | 2 min | N/A | 8 min | 8 min | 1 min | 1 min | 9 min | 3 min | 1 min | 1 min | 2 min | 25 min | 1 min | 1 min | N/A | 2 min | 3 min | 1 min | 8 min | 6 min | 3 min | 7 min | 6 min | N/A | 1 min | 1 min | 4 min | N/A | 22 min | 2 min | N/A | 5 min | 1 min | 6 min | N/A | 3 min | 3 min | 2 min | 1 min | N/A | 1 min | 4 min | 1 min | 4 min | 1 min | 1 min | 4 min | N/A | N/A | 17 min | 5 min | 3 min | N/A | 39 min | 3 min | ||
| Total Time | 8h 28 min | 6h 55 min | 8h 10 min | 9h 14 min | 9h 1 min | 5h 35 min | 5h 45 min | 10h 31 min | 6h 43 min | 7h 59 in | 7h 57 min | 8h 34 min | 6h 55 min | 6h 26 min | N/A | 7h 25 min | 8h 17 min | 7h 22 min | 7h 18 min | 8h 45 min | 8h 10 min | 5h 52 min | 6h 45 min | 9h 30 min | 8h 42 min | 8h 41 min | 7h 33 min | 8h 29 min | 6h 40 min | 6h 26 min | 8h 24 min | 6h 9 min | 8h 49 min | 6h 45 min | 8h 27 min | 5h 19 min | N/A | 7h 45 min | 6h 32 min | 8h 26 min | 9h 29 min | 8h 34 min | 6h 49 min | N/A | 7h 47 min | 5h 44 min | 7h 31 min | 7h 0 min | 9h 14 min | 6h 47 min | 8h 41 min | 8h 36 min | 6h 9 min | 6h 51 min | 7h 24 min | 10h 0 min | 7h 9 min | 5h 39 min | 7h 59 min | 7h 8 min | N/A | N/A | 9h 30 min | 8h 47 min | 6h 38 min | N/A | 6h 53 min | 8h 32 min | ||
| Quality (felt after waking up) | Okay - Good | Good | Okay - Good | Good | Good | Good | Okay | Great | Good - Great | Good | Good - Great | Great | Good - Great | Good - Great | Great | Good - Great | Great | Good - Great | Good | Good | Good - Great | Good | Good | Good - Great | Good | Great | Good - Great | Great | Good - Great | Okay | Good | Good - Great | Good | Good | Great | Okay | Good | Good - Great | Good | Good - Great | Good - Great | Good - Great | Good - Great | Good | Good | Good - Great | Okay - Good | Good | Great | Good - Great | Good - Great | Good | Good | Good | Good - Great | Good - Great | Great | Great | Good | Good - Great | Good | Great | Great | Great | Good | Great | Good | Good | ||
| Shower | Time | 28 min | 21 min | 23 min | 18 min | 12 min | 11 min | 14 min | 12 min | 13min | 11 min | 7 min | 9 min | 19 min | 12 min | 10 min | 13 min | 16 min | 18 min | 10 min | 15 min | 7 min | 6 min | 13 min | 8 min | 13 min | 7 min | 10 min | 6 min | 16 min | 6 min | 8 min | 10 min | 14 min | 10 min | 10 min | 13 min | 10 min | 13 min | 15 min | 12 min | 10 min | 11 min | 7 min | 10 min | 12 min | 11 min | 10 min | 8 min | 9 min | 10 min | 7 min | 12 min | 7 min | 4 min | 11 min | 13 min | 12 min | 10 min | 8 min | 9 min | 7 min | 10 min | 14 min | 12 min | 7 min | 12 min | 10 min | 8 min | |
| Quality | Great | Great | Good - Great | Good - Great | Good - Great | Great | Great | Great | Good - Great | Good | Good - great | Good - Great | Great | Good | Good - Great | Good | Great | Great | Good - Great | Good - Great | Good - Great | Good | Good - Great | Good - Great | Good - Great | Good - Great | Good - Great | Good | Great | Good | Good - Great | Great | Great | Good - Great | Good - Great | Good - Great | Great | Great | Great | Great | Great | Great | Great | Great | Good - Great | Great | Good - Great | Good - Great | Good - Great | Great | Good - Great | Good | Good | Good | Good - Great | Great | Great | Great | Good - Great | Good - Great | Good - reat | Great | Great | Great | Good - Great | Great | Good - Great | Good - Great | ||
| Screen time | Computer | 10h 2 min | 11h 10 min | 9h 54 min | 10h 46 min | 10h 8 min | 9h 49 min | 8h 51 min | 8h 23 min | 8h 12 min | 6h 56 min | 7h 23 min | 7h 34 min | 9h 7 min | 7h 47 min | 8h 26 min | 8h 49 min | 9h 2 min | 9h 29 min | 9h 11 min | 7h 55 min | 7h 23 min | 9h 8 min | 8h 59 min | 6h 3 min | 2h 10min | 4h 58 min | 7h 33 min | 4h 10 min | 6h 54 min | 6h 2 min | 6h 22 min | 6h 13 min | 6h 30 min | 5h 49 min | 7h 12 min | 6h 55 min | 6h 59 min | 7h 7 min | 7h 2 min | 6h 31 min | 6h 56 min | 8h 15 min | 7h 48 min | 8h 24 min | 7h 54 min | 6h 50 min | 4h 3 min | 1h 36 min | 4h 12 min | None | None | None | 1h 0 min | 1h 21 min | 12 min | None | 1h 0 min | 1h 51 min | 1h 1 min | 1h 0 min | 4h 19 min | 1h 57 min | 2h 48 min | 5h 21 min | 1h 10 min | 1h 29 min | 4h 38 min | ||
| iPhone | 3h 52 min | 3h 31 min | 2h 13 min | 1h 56 min | 3h 37 min | 2h 3 min | 1h 34 min | 57 min | 1h 10 min | 1h 37 min | 2h 9 min | 2h 11 min | 2h 13 min | 1h 31 min | 1h 40 min | 2h 2 min | 1h 38 min | 1h 1 min | 58 min | 2h 0 min | 2h 17 min | 2h 13 min | 1h 0 min | 1h 0 min | 3h 22 min | 56 min | 1h 0 min | 2h 59 min | 2h 26 min | 2h 0 min | 2h 0 min | 2h 0 min | 2h 17 min | 2h 0 min | 1h 34 min | 2h 0 min | 2h 0 min | 2h 0 min | 2h 38 min | 2h 20 min | 2h 43 min | 2h 0 min | 2h 0 min | 2h 0 min | 3h 9 min | 2h 0 min | 2h 0 min | 1h 41 min | 3h 28 min | 2h 45 min | 6h 3 min | 4h 40 min | 4h 32 min | 3h 17 min | 2h 43 min | 2h 30 min | 2h 52 min | 2h 0 min | 2h 46 min | 2h 50 min | 2h 34 min | 2h 0 min | 3h 15 min | 3h 13 min | 2h 27 min | 2h 36 min | 2h 53 | 1h 54 min | ||
| Exercise | Exercise | 20 min walk | 30 min run | 25 min walk | 1 hour sports | 1 hour sports | 1 hour sports | 1 hour walk | 30 min walk | 45 min walk | 1 hour walk | 1 hour sports | 1 hour sports | 45 min walk | 1 hour sports | 30 min walk | 1 hour sports | 1 hour walk | 1 hour sports | 3 hour walk | 2 hour walk | 1 hour sports | 1 hour walk | 1 hour sports | 2 hour sports | 1 hour walk | 3 hour sports | 1 hour walk | 1 hour walk | 1 hour sports | 1 hour walk | 2 hour sports | 1 hour walk | 1 hour walk | 1 hour walk | 2 hour sports | 1 hour walk | 1 hour walk | 3 hour sports | 1 hour walk | 1 hour sports | 2 hour walk | 2 hour walk | 1 hour walk | 1 hour walk | 2 hour walk | 1 hour sports | 1 hour walk | 2 hour walk | 2 hour walk | 1 hour sports | None | 16,250 steps | 18,678 steps | 14,640 steps | 11,217 steps | 9, 479 steps | None | 1 hour walk | 1 hour walk | 1 hour walk | 2 hour walk | 1 hour walk | 2 hour walk | 1 hour walk | 1 hour sports | 1 hour walk | 1 hour walk | 1 hour walk | |
| Stress (Garmin, 0-100) | Stress (Garmin watch scale 0-100) | 39 | 38 | 47 | 45 | 31 | 54 | 53 | 38 | 46 | 32 | 70 | 29 | 32 | 33 | N/A | 37 | 41 | 40 | 43 | 23 | 43 | 54 | 48 | 17 | 24 | 38 | 37 | 34 | 40 | 51 | 42 | 40 | 41 | 41 | 17 | 50 | N/A | 32 | 48 | 35 | 42 | 43 | 32 | 42 | 61 | 43 | N/A | 40 | 26 | 46 | 39 | 33 | 43 | 29 | 25 | 21 | 16 | 43 | 28 | 48 | N/A | N/A | 27 | 41 | 45 | 36 | 35 | ||
| Extra notes | Extra Notes (If necessary) | N/A means did not track or unable to track | Neck urges still present but less cracking | Used heating during afternoon study | Used heating during both study sessions | After waking up my neck was very sore in the upper sternocleidomastoid muscle | Woke up with soreness in shoulders and upper back. Likely due to bad sleeping position: sleeping on side/stomach | Slept in bad position and felt upper back soreness. Was relieved with morning routine exercises | Left joint pain near hip after waking up | Didn't have the best sleep position or quality. Did not go outside or exercise much | Adding in the phone addiction control plan | Adding in the reward system | Watch was unable to calculate deep sleep | Had my first driving lesson today, was nauseating | 2nd driving lesson, no nausea. Very pleasant | Went to movies at 11pm. | Movie night (11pm - 2 am). Slept 3 am to 10:10 am | Sat day in the morning. Was a little stressed over night. Woke up during sleep mutliple times | morning study = driving lesson today | 11:45am - 2:10pm flight to san diego. (MS=flight, AS=car ride to LA) Flight not nauseus but not comfortable | On vacation so no study times or exercise times. Exercise = Outdoors. During vacation times the variables are tracked on the time (ex. 11AM). | Vacation Schedule. Movie night tonight 9:55pm-1am. (MS=LA traffic in car for 2 hours) | Vacation Schedule. (MS=2h 17 min car ride to San Diego from LA) | Vacation Schedule. | Vacation Schedule. | Vacation Schedule. Note my right ear is clogged feels some sort of pressure, uncomfortable, muffled, etc. May influence balance because I have cosntant headaches. (AS=Plane ride, was not bad at all) | First day of school | Not the best posture while sitting today | Watch died | Weekend. Tracked using the normal intervals. | Weekend. Tracked using the normal intervals. | Weekend. Tracked using the normal intervals. | Back to modified school schedule | Although deep sleep was good. The unnatural wake up from an alarm reduces the quality felt in the morning. | ||||||||||||||||||||||||||||||||||||
Days 1 to 57 were tracked over the summer and days 58 to 68 during the first two weeks of school. The three weekend days inside that second block are marked with a dot and were tracked on the summer schedule. The sleep and stress figures come from a Garmin watch, so they are the device's own estimates rather than clinical measurements. Screen time comes from the iPhone and computer settings.
This is just a viewer, not an analysis. It draws the numbers I logged and nothing else. No smoothing, no fitted lines and no statistics. The interpretation goes in T8 and T9.
This is an outside check. The photos were taken at the beginning of the study and at the end of the study.
Both photos were taken in a relaxed posture rather than a corrected one, so this is how I stand when I am not thinking about it. The improvement is significant, but my posture is not perfect yet.
Here are all my calculated results based on the data collected in the table above (T6). The analysis and interpretation of these results are in T9.
Each cell is the average of every reading taken in that phase. Scores run 0 to 10. On the two rows marked with a star a higher number is better; on every other row a lower number is better.
| Variable | Baselined1 to 5 | Plan 1d6 to 12 | Plan 2d13 to 19 | Plan 3d20 to 26 | Plan 3 cont.d27 to 40 | Summer endd41 to 57 | Schoold58 to 68 |
|---|---|---|---|---|---|---|---|
| Neck soreness | 5.09 | 5.00 | 3.35 | 1.92 | 1.23 | 1.08 | 1.01 |
| Upper back soreness | 5.26 | 4.22 | 2.16 | 1.39 | 1.13 | 1.04 | 1.05 |
| Urge to crack neck | 6.17 | 5.04 | 2.37 | 1.41 | 1.04 | 1.05 | 1.01 |
| Posture awareness * | 6.14 | 5.94 | 6.51 | 6.98 | 7.42 | 7.61 | 8.35 |
| Chair discomfort | 5.46 | 4.94 | 4.27 | 3.16 | 2.21 | 1.55 | 1.30 |
| Stability * | 6.06 | 6.90 | 6.96 | 7.37 | 7.57 | 7.91 | 8.61 |
| Head position (0-3) | 1.66 | 1.29 | 1.04 | 0.67 | 0.36 | 0.16 | 0.07 |
Here is a comparison between the baseline data (control group) with the final 14 days of this study. The final column expresses the change in units of my own baseline day-to-day variation, so a value of 5 means the change is five times the size of my normal day-to-day variation.
| Variable | Baseline mean | Baseline SD | Last 14 days | Change | % change | Change in SD units |
|---|---|---|---|---|---|---|
| Neck soreness | 5.09 | 0.33 | 1.01 | -4.08 | -80.2% | -12.4 |
| Upper back soreness | 5.26 | 0.42 | 1.05 | -4.21 | -80.1% | -10.0 |
| Urge to crack neck | 6.17 | 0.31 | 1.01 | -5.16 | -83.7% | -16.7 |
| Posture awareness * | 6.14 | 0.32 | 8.28 | +2.13 | +34.7% | +6.7 |
| Chair discomfort | 5.46 | 0.34 | 1.30 | -4.16 | -76.2% | -12.2 |
| Stability * | 6.06 | 0.30 | 8.55 | +2.50 | +41.2% | +8.4 |
| Head position (0-3) | 1.66 | 0.13 | 0.07 | -1.59 | -96.1% | -12.5 |
Standard deviation of the daily averages inside each phase. Small numbers mean steady days, whereas large numbers mean swings. The baseline column is what Table 2 uses for the "change in standard deviation units" column.
| Variable | Baseline | Plan 1 | Plan 2 | Plan 3 | Plan 3 cont. | Summer end | School |
|---|---|---|---|---|---|---|---|
| Neck soreness | 0.33 | 0.16 | 0.63 | 0.49 | 0.24 | 0.14 | 0.04 |
| Upper back soreness | 0.42 | 0.32 | 0.42 | 0.23 | 0.13 | 0.09 | 0.09 |
| Urge to crack neck | 0.31 | 0.38 | 0.65 | 0.28 | 0.07 | 0.09 | 0.04 |
| Posture awareness * | 0.32 | 0.16 | 0.22 | 0.36 | 0.28 | 0.34 | 0.32 |
| Chair discomfort | 0.34 | 0.28 | 0.31 | 0.57 | 0.46 | 0.31 | 0.20 |
| Stability * | 0.30 | 0.38 | 0.31 | 0.18 | 0.30 | 0.41 | 0.28 |
| Head position (0-3) | 0.13 | 0.20 | 0.11 | 0.25 | 0.28 | 0.25 | 0.13 |
Average at each check in point, comparing the baseline with the last 14 days. The school check in points only exist in the second window, so those rows have no baseline to compare against.
| Check in point | Baseline | Last 14 days | Change |
|---|---|---|---|
| After waking up | 6.40 | 1.00 | -5.40 |
| After shower | 4.80 | 1.00 | -3.80 |
| After morning study | 6.80 | 1.00 | -5.80 |
| After exercise | 1.80 | 1.00 | -0.80 |
| After afternoon study | 5.80 | 1.00 | -4.80 |
| After outdoor time | 2.20 | 1.00 | -1.20 |
| After phone use | 7.80 | 1.00 | -6.80 |
| After period 1 | school only | 1.12 | no baseline |
| After period 2 | school only | 1.00 | no baseline |
| After period 3 | school only | 1.00 | no baseline |
| After lunch | school only | 1.00 | no baseline |
| After evening study | school only | 1.00 | no baseline |
| Check in point | Baseline | Last 14 days | Change |
|---|---|---|---|
| After waking up | 6.80 | 1.07 | -5.73 |
| After shower | 5.00 | 1.00 | -4.00 |
| After morning study | 6.40 | 1.00 | -5.40 |
| After exercise | 2.00 | 1.00 | -1.00 |
| After afternoon study | 6.40 | 1.00 | -5.40 |
| After outdoor time | 2.20 | 1.00 | -1.20 |
| After phone use | 8.00 | 1.14 | -6.86 |
| After period 1 | school only | 1.00 | no baseline |
| After period 2 | school only | 1.00 | no baseline |
| After period 3 | school only | 1.12 | no baseline |
| After lunch | school only | 1.00 | no baseline |
| After evening study | school only | 1.17 | no baseline |
| Check in point | Baseline | Last 14 days | Change |
|---|---|---|---|
| After waking up | 7.60 | 1.00 | -6.60 |
| After shower | 5.80 | 1.00 | -4.80 |
| After morning study | 7.80 | 1.00 | -6.80 |
| After exercise | 3.20 | 1.00 | -2.20 |
| After afternoon study | 7.00 | 1.00 | -6.00 |
| After outdoor time | 3.40 | 1.00 | -2.40 |
| After phone use | 8.40 | 1.00 | -7.40 |
| After period 1 | school only | 1.00 | no baseline |
| After period 2 | school only | 1.00 | no baseline |
| After period 3 | school only | 1.00 | no baseline |
| After lunch | school only | 1.00 | no baseline |
| After evening study | school only | 1.17 | no baseline |
| Check in point | Baseline | Last 14 days | Change |
|---|---|---|---|
| After waking up | 6.40 | 1.43 | -4.97 |
| After shower | 2.40 | 1.00 | -1.40 |
| After morning study | 7.20 | 1.00 | -6.20 |
| After exercise | 2.80 | 1.17 | -1.63 |
| After afternoon study | 7.80 | 1.50 | -6.30 |
| After outdoor time | 3.20 | 1.00 | -2.20 |
| After phone use | 8.40 | 1.64 | -6.76 |
| After period 1 | school only | 1.25 | no baseline |
| After period 2 | school only | 1.50 | no baseline |
| After period 3 | school only | 1.62 | no baseline |
| After lunch | school only | 1.00 | no baseline |
| After evening study | school only | 1.17 | no baseline |
Head position was recorded as text, so I created a scale for each level: neutral = 0, neutral/s.f = 1, forward/s.f = 2, forward = 3. Every reading is shown, so each row adds up to 100%. The mean code is the average of those numbers, and the last column is how many readings each phase is based on.
| Phase | neutral | neutral/s.f | forward/s.f | forward | Mean code (0-3) | Readings |
|---|---|---|---|---|---|---|
| Baseline | 37.1% | 5.7% | 11.4% | 45.7% | 1.66 | 35 |
| Plan 1 | 42.9% | 12.2% | 18.4% | 26.5% | 1.29 | 49 |
| Plan 2 | 40.8% | 22.4% | 28.6% | 8.2% | 1.04 | 49 |
| Plan 3 | 51.1% | 29.8% | 19.1% | 0.0% | 0.68 | 47 |
| Plan 3 cont. | 69.4% | 25.5% | 5.1% | 0.0% | 0.36 | 98 |
| Plan 3 to end of summer | 90.5% | 4.3% | 4.3% | 0.9% | 0.16 | 116 |
| School | 94.0% | 4.8% | 1.2% | 0.0% | 0.07 | 83 |
The level each score settled at is the average of my last 14 days. A score counts as stabilized if it lands within its nomal day-to-day variation of that level, as calculated in Table 3. Additionally, the variable must maintain within those bounds for at least 5 days in order for it to count as stabilized. The days shown are the first of the five day steak.
| Variable | Final level | Band | Stabilized | Phase |
|---|---|---|---|---|
| Urge to crack neck | 1.01 | ±0.31 | Day 24 | Plan 3 |
| Upper back soreness | 1.05 | ±0.42 | Day 24 | Plan 3 |
| Neck soreness | 1.01 | ±0.33 | Day 31 | Plan 3 continuation |
| Chair discomfort | 1.30 | ±0.34 | Day 40 | Plan 3 continuation |
| Stability * | 8.55 | ±0.30 | Day 56 | Plan 3 to end of summer |
| Posture awareness * | 8.28 | ±0.32 | Never | still rising at Day 68 |
A limitation in how I designed the phases was present in this experiment and made it difficult to pinpoint the exact measures that resulted in a decrease in discomfort. That limitation was that my plans were stacked, meaning that Plan 2 contained all of Plan 1, and Plan 3 contained all of Plan 2. Therefore, when scores dropped during Plan 2 I know it happened in Plan 2 but I cannot say the new measures caused it. I don't know whether it was the heat, the two new neck stretches, the massage, or even if it was just the long-term effects of everything from Plan 1 taking effect. To improve this, you would have to test each intervention individually for a set period of time with gaps in between each.
Additionally, I never got to assess the C2/C3 and T3/T4 areas of my spine. So, I cannot say whether the remaining discomfort is muscular or skeletal.
Predictions:
1. Discomfort was primarily muscular and postural related.
2. Passive treatments won't work. Active treatments will.
The interventions in my study are what worked for me, but they may not work for you. For example, my scores stabilized on Day 24, 31, 40, and 56. However, it isn't the same for everyone. As I said in T4, time varies per person, but if you stay consistent results will show. So, don't get discouraged if results aren't showing at the same times as me.
Instead, what you should do is start by testing out my treatment plans, but first have a week baseline data where you don't change anything. Record your own data on a spreadsheet like mine, and go for roughly a month. See what happens, learn your body and see how it reacts.
Also, try to find what your biggest issue was. For me it was my phone usage. This could be the same for you, or you might have something completely different. Find it, isolate it, and see what makes it better.
When recording data, do it multiple times in a day. My discomfort changed enormously within the day, ranging from 1.80 after exercise to 7.80 after phone usage (during my baseline). If I had written only one score, I wouldn't have been able to find and isolate my biggest issue.
If you have the urge to crack your neck, do not try to force yourself to stop. Instead, try to find a replacement. Through research and my experiment, it can be noted that just suppressing an urge doesn't work long term, but swapping it with something else that gives a similar relief does. Refer back to my corrective measures in T3 for more information.
I can't tell you specifically which parts of my plan actually did the work. So, if you have the patience for it, testing each intervention out one-by-one would allow you to have a deeper understanding of your body.
Additionally, know yourself. Know when this isn't the right approach for yourself. If your pain is unusual or severe, go see a doctor rather than starting an experiment. For me, I was comfortable doing this project as my x-ray came back clean and I had also been to many chiropractic, physiotherapy, and massage appointments beforehand and none of them worked.
Although this investigation was able to produce valid results, it is far from perfect. Here is what I would do if I did this experiment again: unstack the plans, to attribute changes to specific interventions; track sleep position, as it was a key issue; get the C2/C3 area assessed by a professional first, so that I know exactly what problem I am treating; standardized posture photos, so the craniovertebral angle is measurable; write a clear hypothesis before starting, as it makes the target of the study more apparent.
Ultimately, through this study I have learned much more about my body and how it reacts. My mission to turn inwards and become my own doctor has succeeded and I was able to turn 3 years of pain into little to no discomfort in the span of just 68 days (75% improvement). However, it isn't finished just yet, my values have not yet reached zero, and my C2/C3 area is still unassessed. In the future, as the muscular/postural discomfort decreases more and the structural aspects are assessed and corrected, I will expect those values to be 0. For any teenager experiencing similar issues to mine, I would suggest reading through my interventions and research to get a sense of what symptoms I had and what worked for me. Then, compare those symptoms with your own and design your own plan for becoming your own doctor. You know yourself the best.
Whatever my numbers show, these are the reasons not to take the conclusions too far. I would rather list them myself than have someone else find them.
Every practitioner I saw gave me exercises, and the exercises were never really the problem. Rather is was the consistency of doing them every day for months. That is the hard part.
So in the near future, I will be creating an interactive app designed to help teenagers find a corrective plan talored to them and stay consistent with it for as long as needed. The results from my project would be built into it. What I want it to do: