Independent Study

The Study of Me

Illustration of a person holding their neck in pain, with a phone set down beside them

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.

Why I started this project

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].

My problem

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.

Photograph taken from behind of me sitting at a computer, head forward and shoulders rounded
How I sat at the computer before this project started. My mom took this photo. The head is well forward of the shoulders and the upper back is rounded, which is the position most of my study time was spent in.

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.

What this project is

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. 

What it actually feels like

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.

  1. Neck discomfort, with a constant feeling of needing to crack it.
  2. Upper back soreness, and a feeling of needing to pull my shoulders back all the time.
  3. Forward head position.
  4. Inability to tell whether or not my own body was straight.
  5. Instability and weakness in the upper body region after prolonged screen time.
  6. Neck muscle soreness.
  7. Upper back and neck soreness after waking up. Sleeping on my side causes more soreness, and sleeping flat on my back causes soreness if I stay in the same position for a long period of time.
  8. Uneven shoulders.
  9. A movable spot on the left side of my cervical spine at around C2 to C3. When I press on it, it shifts and makes a slight popping sound, while the rest of my neck feels firm. This is the area my pain and urge to crack come from. See the T3 section of this website.
  10. Discomfort sitting in chairs that are too straight, like plane seats, car seats and school seats. The headrest feels as if it is pushing my head forward. I am only comfortable when slouching, which causes discomfort as well.

What I noticed before I started tracking

  • My discomfort decreased temporarily after taking warm showers and after exercising.
  • As expected, discomfort occurred less when iPhone usage and time spent sitting down decreased.
  • A masseuse noted that there was a muscle imbalance in my back. One side protruded more than the other and was tenser.
  • When lying down and holding an iPhone, my neck and upper body discomfort was the greatest, even though my neck rested flat on the ground. That one did not make sense to me at first, and it became one of the questions I wanted to answer.
  • Bad posture and any soreness in the upper back or neck made riding in cars or planes extremely uncomfortable, and it often caused headaches.

My medical history

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 triedHow longResult
ChiropracticSeveral monthsLittle noticeable long term improvement
PhysiotherapySeveral monthsLittle noticeable long term improvement
Massage therapyOccasionalSome short term improvement, no lasting impact
Spinal x-rayOne timeNo 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.

Worth saying

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.

How much load a forward head actually creates

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 angle0°15°30°45°60°
Effective load10-12 lbs27 lbs40 lbs49 lbs60 lbs

Data adapted from Hansraj [2].

Load on the cervical spine 0°
shoulders neutral axis C7 head weight
10–12lbs of effective load
0°15°30°45°60°
Looking down at a phone puts the head somewhere between 30° and 60°. Load values adapted from Hansraj (2014) [2]. The figure is a schematic, not an anatomical drawing.

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.

The four muscle groups that hold your head up

There are four main muscle groups that maintain proper head posture and shoulder alignment [3].

1  Deep neck flexors (longus colli and longus capitis)

  • Their main role is to stabilize the cervical spine and maintain proper head position over the shoulders.
  • These muscles tend to show a decrease in endurance and function in people with forward head posture. They are what chin tucks are meant to train.

2  Neck extensors (suboccipital muscles and cervical extensors)

  • People with forward head posture often have overworked neck extensors.
  • The sensation of always wanting to crack your neck comes from the soreness and stiffness of this muscle group. Tight extensors make the small facet joints in the neck feel stiff, which creates the sensation of needing to crack it.

3  Scapular stabilizers (middle and lower trapezius, serratus anterior)

  • Their role is to stabilize shoulder movement when sitting or during upper body movement.
  • When these muscles fatigue they let the shoulders round forward, which increases the strain on the upper back and neck.

4  The thoracic spine

  • Located directly under the cervical spine.
  • Increased thoracic kyphosis, which is when the spine curves out more than it should, can force the cervical spine to compensate and move forward. This leads to forward head posture from below.
  • Increased thoracic kyphosis and neck flexion can also lead to painful shoulders and shortening of the anterior shoulder muscles, the pectoralis major and minor.

Where everything is, and where mine hurts

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.

Diagram of the vertebral column showing cervical vertebrae C1 to C7, thoracic T1 to T12, lumbar, sacrum and coccyx
The vertebral column. https://www.theskeletalsystem.net/spine-vertebral-column/cervical-vertebrae.html
Anatomical illustration of the muscles of the neck including sternocleidomastoid, scalenes and trapezius
Muscles of the neck. https://graphdiagram.com/tag/neck-anatomy/
Anatomical illustration of upper back muscles including trapezius, rhomboids, levator scapulae and serratus anterior
Upper back musculaturehttps://www.lybrate.com/topic/upperback-image
Skeletal illustration of the thoracic spine T1 to T12 and rib cage viewed from behind
The thoracic spine, T1 to T12. https://myphysio.physio/what-is-the-thoracic-spine-and-why-is-it-important/

Where my discomfort is

  • Cervical spine (C1 to C7): discomfort felt on the left side, around C2 to C5. The C2 to C3 area on that side is also the movable spot described in T3.
  • Thoracic spine (T1 to T12): discomfort felt in the T3/T4 region along the left side. It feels dislodged, or slightly off center at that region.
  • Scapulae: the left side sits differently from the right, and the muscle over it is thicker and stiffer.
  • Facet joints: these guide neck bending, extension and rotation. They are the joints that feel stiff when the urge to crack shows up.
  • Intervertebral discs: they provide cushioning between most vertebrae.

The muscles this project keeps coming back to

Muscle or groupLocation and main functionConnection 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 neckRelevant to chin tucks and to keeping the head over the shoulders
SternocleidomastoidLarge muscle along each side of the neck. Bends and rotates the headMay perform more work when the head is held forward. Mine was very sore on waking on Day 16
Upper trapeziusRuns from the skull and neck toward the shouldersElevates and stabilizes the shoulder blades and assists neck movement
Levator scapulaeConnects C1 to C4 to the upper part of the scapulaLinks neck movement with shoulder blade position
Splenius capitis and cervicisLocated along the back of the neckExtend, rotate and laterally bend the neck. One of the two places my stiffness concentrates
Semispinalis capitisDeep posterior neck muscleHelps extend and stabilize the head. The other place my stiffness concentrates
Suboccipital musclesSmall muscles directly beneath the skullProvide precise head movement and position awareness
Rhomboid major and minorBetween the spine and shoulder bladesRetract and stabilize the scapulae
Middle and lower trapeziusMiddle and lower upper back regionsHelp retract, depress and rotate the scapulae
Serratus anteriorRuns along the ribs beneath the scapulaHolds the scapula against the rib cage and assists its movement
Erector spinae and multifidusDeep muscles running along the spineHelp maintain spinal extension and upright posture

Four things that didn't make sense until I looked them up

Why my neck and upper back hurt while lying on my back with a phone

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].

Why prolonged sitting causes neck muscle fatigue, and why standing or walking feels better

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.

Why car headrests cause me extreme discomfort

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. 

Why my back muscles are uneven

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.

The science behind warm showers

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]:

  • Blood flow. When your skin senses the heat, your blood vessels dilate, which increases blood circulation and oxygen delivery. This allows your muscles to loosen.
  • Nervous system. Warm sensations activate the safety and comfort nerve pathways in your body, which decreases tightening and lowers tension.
  • Flexibility. Muscle fibres are partly elastic, so heat makes them more pliable and they resist movement less when warmed.

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.

What this told me

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 position

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.

Infographic comparing four sleep positions: provocative side sleeping and stomach sleeping marked unfavourable, fetal side sleeping and back sleeping marked favourable
Sleep positions compared. Infographic credited in image to PLoS One. https://www.sleepfoundation.org/sleeping-positions/sleep-posture
Illustration contrasting a flat pillow that strains the neck with a contoured pillow and knee support that keeps the spine neutral
Neutral versus strained. Support under the neck and knees keeps the spine neutral. Reference illustration. credit to jehsomwang/Shutterstock.com

How I tracked it

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.

The design

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.

Why I measured multiple times a day

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.

What I recorded

Tracked variables (0 to 10)

  • Neck soreness
  • Upper back soreness
  • Urge to crack neck
  • Self awareness of body posture (scale inverted: higher means a better sense of whether I am straight)
  • Discomfort sitting in chairs
  • Stability (scale inverted: higher means more stable and more able to hold my neck upright)
  • Head position (recorded as text on a four level scale: neutral, neutral/slightly forward, slightly forward, forward)

Check in points, days 1 to 57 (summer schedule)

  • After waking up  ·  After shower  ·  After morning study (11am)
  • After exercise (1pm)  ·  After afternoon study (5pm)
  • After outdoor time  ·  After any phone use

Check in points, day 58 onward (school weekdays)

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.

  • After waking up (time varies)  ·  After shower (time varies)
  • After first period (1h 30 min)  ·  After second period (1h 30 min)  ·  After third period (1h 30 min)
  • After lunch break (45 min)
  • After any phone use  ·  After any evening study time

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.

Confounders recorded alongside

  • Sleep: deep, REM, light, awake and total, plus my own quality rating (Garmin watch)
  • Shower: duration and quality
  • Screen time: computer and iPhone, logged separately. The iPhone figures come from Screen Time in iPhone settings and the computer figures come from my computer's own screen time settings, so both are the device's own totals rather than anything I timed myself
  • Exercise: type and duration
  • Stress: Garmin's 0 to 100 daily score
  • Notes: free text for anything unusual that day

The phases

PhaseDaysWhat changed
Baseline1 to 5Nothing. Measure only.
Intervention Plan #16 to 12Posture correction, ergonomics, movement breaks, stretching, strengthening, phone rules and sleep position
Intervention Plan #213 to 19Plan #1 plus heat treatment, extra targeted neck stretches and light posterior neck massage
Intervention Plan #320 to 26Plan #2 plus the neck cracking corrective measures and the start of habit change
Plan #3 continuation27 to 40Same 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 summer41 to 57Same protocol, held to see whether the gains stayed steady over a longer stretch
Plan #3 during the first two weeks of school58 to 68Same 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.

A measure I still want to add

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.

The three plans

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].

Plan 1 · Days 6 to 12 Posture and soreness

Goal: reduce muscle soreness and stiffness, and correct posture.

After waking up: posture reset

  • 2 sets of 10 chin tucks, holding each rep 3 seconds
  • 2 sets of 10 shoulder blade squeezes, holding each rep 3 seconds and avoiding raising the shoulders

Before morning study: proper computer ergonomics

  • Screen at eye level, back supported by the chair, feet flat on the floor
  • Keyboard and mouse close to the body, shoulders relaxed, head stacked over the shoulders
  • Avoid leaning forward toward the screen

During study sessions

  • Stand up and take a 2 minute break every 30 minutes
  • During the 2 minutes: take a walk, 10 chin tucks, 10 backwards shoulder rolls, 10 scapular squeezes, 5 thoracic extensions and 3 neck rotations per direction

After study sessions

  • Upper trapezius stretch, 2 times per side, holding for 30 seconds
  • Levator scapulae stretch, 2 times per side, holding for 20 to 30 seconds
  • Doorway chest stretch, 2 sets, holding for 30 seconds
  • Cat cow stretch, 10 slow reps

Midday strengthening routine

  • 3 sets of 10 chin tucks
  • 3 sets of 10 wall angels
  • 3 sets of 15 band pull aparts
  • 2 sets of 10 serratus wall slides
  • 2 sets of 8 thoracic extensions

Smartphone usage rules

  • Hold the phone at eye level and avoid raising the shoulders
  • Avoid looking down for long periods
  • Avoid using the phone while lying flat with arms raised, just sit properly
  • Take a 1 to 2 minute break every 20 minutes
  • Stop or change position if soreness rises

Sleep position

  • Try to keep the neck neutral and avoid stomach sleeping
  • Use a pillow that does not push the head too far forward
  • If side sleeping, keep the neck level with the spine
  • Avoid sleeping with the shoulders rounded forward
Plan 2 · Days 13 to 19 Adding heat and muscle release

Everything in Plan 1, plus:

  • After waking up: heat treatment. A warm shower, or a heat pack on a low or medium setting for about 10 to 15 minutes
  • During study sessions: use a heating pad on low or medium heat if noticing discomfort
  • Added to the after study stretch routine:
    • Splenius biased diagonal stretch, 2 reps per side, holding for 15 to 20 seconds
    • Posterior neck flexion stretch, 2 reps per side, holding for 15 to 20 seconds
    • Thoracic extensions, 2 sets of 5 reps
    • Light posterior neck massage

These additions specifically target the splenius capitis and semispinalis capitis, which are the two muscles where my stiffness normally occurs.

Plan 3 · Day 20 onward Habit change and the cracking cycle

Everything in Plan 2, plus:

  • After waking up: 5 reps of gentle neck rotations in each direction added to the posture reset
  • The neck cracking corrective measures (see T3 below) used as a replacement behaviour for cracking
  • Stricter phone rules. No phone for 2 hours before bed and 2 hours after waking up, and none while eating or studying
  • A reward given during the task itself. A favourite song or playlist during stretches, breaks, walks and exercises
Ergonomic workstation diagram showing monitor at eye level, screen an arm's length away, relaxed shoulders, elbows at 90 to 120 degrees, thighs parallel to the floor and feet flat
The workstation setup used in every plan. Reference illustration. https://fit4work.co.uk/2020/04/16/7-tips-on-how-to-work-safely-from-home/
School version · Day 58 onward Plan 3, restructured for a school day

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.

After waking up

  • Unchanged. Same posture reset, same neck rotations, same heat treatment.

During the school day

  • Maintain proper sitting posture: feet flat on the floor, head stacked over the shoulders, no slouching, and not leaning forward toward the desk.
  • Take a movement break whenever I can. Go to the bathroom, take a quick walk around the school, etc.

Breaks, spares and lunch

  • Urge to crack corrective measures done whenever the urge comes up, and during breaks or spares when I have a moment.

When I get home

  • The midday strengthening routine will be done at this time. Same exercises: chin tucks, wall angels, band pull aparts, serratus wall slides and thoracic extensions.

Evening study

  • Follow the same study session routine for before and after sessions: 2 minute break every 30 minutes,  the same excercises during those breaks, and the following stretch routine.

Phone rules and sleep position

  • Both unchanged from Plan 3.
When to stop and reassess

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. 

Why cracking your neck makes you want to crack it again

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.

The cycle

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.

Corrective measures, or what I do instead

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.

  1. Bring the chin down and let the head fall so I feel a stretch, then lean it to either side. This naturally stretches the tight muscles.
  2. Light neck rolls.
  3. Clasp my fingers behind my neck, push into my neck and squeeze into the clasp. While continuing to squeeze those muscles, bring the chin into the chest. You should feel the deep muscles release. Hold for about 30 seconds.
  4. Chin tucks and shoulder blade squeezes done together.
  5. Use a warmer during study sessions.

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.

What I can feel at C2 and C3

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.

Two things I have to be careful about here

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. 

The 21 day rule is a myth, and I am using it anyway

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.

What I am applying

  • Create a structured schedule, but avoid making it so rigid that missing one task feels like failure. The schedule should be realistic and flexible, since no one can follow an ideal routine perfectly every day.
  • Try not to miss days. One missed day can create a domino effect in which the habit of skipping continues.
  • Replace the habit instead of suppressing it. In a case like mine, where I have been cracking my neck for over 3 years, breaking the habit may be extra hard. My brain has already associated a reward system with it, which makes it incredibly difficult to reverse. Research suggests that simply forcing yourself to suppress a habit — such as resisting the urge to crack your neck — is often ineffective in the long term. A better approach is to replace it with a safer alternative that provides a similar sense of relief (see T3 for the corrective measures).
  • Give the reward during the task, not after it. Research has also shown that rewards are great motivators only when they are given immediately. For example, someone could watch newly released movies while running on a treadmill instead of waiting until the end of the week. My version is listening to a favourite song or playlist during every stretch, break, walk and exercise, which started on Day 34.

Phone use is my worst variable

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.

The rules I added on Day 33

  • Not while eating, because this can create a dopamine dependence.
  • Not for 2 hours before sleep, because this can negatively impact sleep quality in adolescents, specifically deep sleep [14]. Since my sleep stages are one of my tracked confounders, this one is directly measurable.
  • Not for 2 hours after waking up, because of the same dopamine dependence, and because it is how I end up lying in bed on my phone, which is my worst position of all.
  • Not while studying, because it becomes a habit that impacts work performance and promotes procrastination.

Every number I recorded

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.

0 to 10 scale. On soreness, urge to crack and chair discomfort, 0 = none and 10 = worst experienced. On stability and self awareness of posture it runs the other way, so 10 is the best. The colours are reversed for those two, and green always means a good day. low to high Hatched cells = not recorded that day. A dot under a day number means it was a weekend, tracked on the summer schedule. Showing: summer schedule

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.

Plot a variable

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.

Photos from the start and the end

This is an outside check. The photos were taken at the beginning of the study and at the end of the study.

Side profile before the study, head positioned forward of the shoulders
Before: forward head posture and rounded shoulders. Standing side profile at the start, before any intervention.
Side profile after the study, head sitting closer to above the shoulders
After: neutral head position and neutral shoulders. Same position and same angle at the end of the tracking period.

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.

Results

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.

Table 1. Mean score in each phase

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

Table 2. Baseline against the last 14 days

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.

VariableBaseline meanBaseline SDLast 14 daysChange% changeChange in SD units
Neck soreness5.090.331.01-4.08-80.2%-12.4
Upper back soreness5.260.421.05-4.21-80.1%-10.0
Urge to crack neck6.170.311.01-5.16-83.7%-16.7
Posture awareness *6.140.328.28+2.13+34.7%+6.7
Chair discomfort5.460.341.30-4.16-76.2%-12.2
Stability *6.060.308.55+2.50+41.2%+8.4
Head position (0-3)1.660.130.07-1.59-96.1%-12.5

Table 3. How much I varied from day to day

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

Table 4. Which point in the day was worst

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.

Neck soreness

Check in pointBaselineLast 14 daysChange
After waking up6.401.00-5.40
After shower4.801.00-3.80
After morning study6.801.00-5.80
After exercise1.801.00-0.80
After afternoon study5.801.00-4.80
After outdoor time2.201.00-1.20
After phone use7.801.00-6.80
After period 1school only1.12no baseline
After period 2school only1.00no baseline
After period 3school only1.00no baseline
After lunchschool only1.00no baseline
After evening studyschool only1.00no baseline

Upper back soreness

Check in pointBaselineLast 14 daysChange
After waking up6.801.07-5.73
After shower5.001.00-4.00
After morning study6.401.00-5.40
After exercise2.001.00-1.00
After afternoon study6.401.00-5.40
After outdoor time2.201.00-1.20
After phone use8.001.14-6.86
After period 1school only1.00no baseline
After period 2school only1.00no baseline
After period 3school only1.12no baseline
After lunchschool only1.00no baseline
After evening studyschool only1.17no baseline

Urge to crack neck

Check in pointBaselineLast 14 daysChange
After waking up7.601.00-6.60
After shower5.801.00-4.80
After morning study7.801.00-6.80
After exercise3.201.00-2.20
After afternoon study7.001.00-6.00
After outdoor time3.401.00-2.40
After phone use8.401.00-7.40
After period 1school only1.00no baseline
After period 2school only1.00no baseline
After period 3school only1.00no baseline
After lunchschool only1.00no baseline
After evening studyschool only1.17no baseline

Chair discomfort

Check in pointBaselineLast 14 daysChange
After waking up6.401.43-4.97
After shower2.401.00-1.40
After morning study7.201.00-6.20
After exercise2.801.17-1.63
After afternoon study7.801.50-6.30
After outdoor time3.201.00-2.20
After phone use8.401.64-6.76
After period 1school only1.25no baseline
After period 2school only1.50no baseline
After period 3school only1.62no baseline
After lunchschool only1.00no baseline
After evening studyschool only1.17no baseline

Table 5. Head position

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.

Phaseneutralneutral/s.fforward/s.fforwardMean code (0-3)Readings
Baseline37.1%5.7%11.4%45.7%1.6635
Plan 142.9%12.2%18.4%26.5%1.2949
Plan 240.8%22.4%28.6%8.2%1.0449
Plan 351.1%29.8%19.1%0.0%0.6847
Plan 3 cont.69.4%25.5%5.1%0.0%0.3698
Plan 3 to end of summer90.5%4.3%4.3%0.9%0.16116
School94.0%4.8%1.2%0.0%0.0783

Table 6. When each variable stabilized

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.

VariableFinal levelBandStabilizedPhase
Urge to crack neck1.01±0.31Day 24Plan 3
Upper back soreness1.05±0.42Day 24Plan 3
Neck soreness1.01±0.33Day 31Plan 3 continuation
Chair discomfort1.30±0.34Day 40Plan 3 continuation
Stability *8.55±0.30Day 56Plan 3 to end of summer
Posture awareness *8.28±0.32Neverstill rising at Day 68

Analysis and conclusion

What changed

Every variable I tracked moved in the direction I wanted. When comparing the final 14 days to my baseline (control) days, my neck soreness dropped from 5.09 to 1.01 and my upper back soreness dropped from 5.26 to 1.05, both a decrease by about 80%; the urge to crack my neck decreased the most at 84% from 6.17 to 1.01; chair discomfort decreased about 76% from 5.46 to 1.30; posture awareness rose from 6.14 to 8.28, roughly 35%; and stability rose from 6.06 to 8.55, around 41%. Overall, discomfort levels decreased by roughly 75%. This number was calculated by averaging the six variable averages. Note: the two variables where a higher score was better were reversed by subtracting each from 10 (eg. stability turns into instability) in order to have all variables in the same direction.

For head position, the improvements were substantial. Initially, only 37.1% of my recordings were neutral, with 45.7% fully forward. Rather than jumping straight to neutral, the scores gradually moved through the scale. Forward fell to 8.2% by Plan 2 and reached 0% in Plan 3. In contrast, neutral/s.f and foreward/s.f grew, with neutral/s.f peaking at 29.8% during Plan 3. As more time passed, those slightly forward readings transitioned into neutral and ended at 94% neutral.

What I can and cannot credit

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.


Moreover, my scores never reached 0 on any variable, and never reached 10 on the other 2 inverted variables. This may mean that there is some residual discomfort that my interventions weren't able to fully fix yet. Or it could just be how I use a rating scale, since humans tend to avoid the extreme ends. I cannot tell these two apart from my data but I do know that by Day 68, discomfort was incredibly minimal. 

Nevertheless, there are things this data does show. I can prove that my discomfort substantially improved over the 68 days, as evident in Table 2. I can also prove that these interventions held, as scores did not just peak, rather they settled and stabilized. Furthermore, in terms of posture, my initial neck position of fully forward fell to 0% by Plan 3, and across 344 readings from Plan 3 onward only one was fully forward.

The strongest thing in this data is that Plan 1 acts as an accidental control. I spent seven days doing posture correction, ergonomics, movement breaks, stretching and strengthening, and my neck soreness went from 5.09 to 5.00. Seven days passed with an active intervention and essentially nothing happened. So the argument that I would have improved anyway on my own has to explain why I did not improve then, and then improved sharply over the next two weeks.

I can also show the changes were far larger than my normal variation. Before I changed anything my daily scores moved by only 0.13 to 0.42 points from one day to the next, and the changes that followed were 4 to 5 points. Whatever caused it, it was not me having a few good days. Additionally, my scores settled by Day 40 and held for four more weeks, including through the first 2 weeks of school. This further emphasizes that it was not me just having a good few days as school is a genuine disruption to my routine, sleep, sitting time, and yet the improvement still remained.

My comparisons within a single day are the most reliable part of this whole project. When I compare my score after phone use against my score after exercise on the same day, both readings come from the same day, the same mood and the same expectations, so anything that would bias one biases the other equally. That is why I trust the phone finding more than any comparison between phases.

Did the results match what I predicted

Predictions:
1. Discomfort was primarily muscular and postural related.
2. Passive treatments won't work. Active treatments will.

3. My urge to crack would drop but never reach zero if discomfort had some structural or joint related issues.
4. C2/C3 area is the hypermobile segment.
5. Phone use is the worst variable.
6. Stabilization will not take exactly 21 days.
7. Sleep position and quality affects morning discomfort.

Results:
1. Discomfort was indeed primarily muscular/postural. My investigation was centered around that concept, incorporating interventions designed to improve muscle imbalances, posture, strengthening, etc. Therefore, since my discomfort lowered drastically (75%), those results can be attributed to muscular/postural related interventions.

2. This was also found to be correct. When compared to my massage and chiropractic results, the results of this investigation were consistent and stable. In contrast, the results of massage and chiropractic appointments were solid, but short-lived. The effects wore off in about 2 days and my discomfort immediately came back. Therefore, since massage and chiropractic interventions are passive treatments and my study only uses active treatments, the lowered discomfort can also be attributed to active treatments.

3. My urge to crack results aligned with this prediction. In the last two weeks, my urge to crack stabilized at an average value of 1.01, which is a pretty substantial improvement from the starting average of 6.17. However, though the results were positive, my urge to crack variable never reached 0 at any point in my study. Therefore, I can assume that the issue may be linked to a structural or joint related problem, though I am unable to be certain without another x-ray.

4. The C2/C3 area was my predicted hypermobile segment as the discomfort was primarily felt in that area along the cervical spine (particularly on the left side, but occasionally on the right). The urge to crack my neck was also felt in that area. When touched, I could also physically shift some of the joints, which led me to come to that conclusion. However, as stated in Prediction 3, I am unable to be certain without an x-ray.

5. At the beginning of my investigation, phone usage was the worst across all variables. Gradually, the value began to get better, however, for the majority of the experiment it still remained the worst.

6. Stabilization did not take exactly 21 days. For me, it took 56 days for everything to stabilize (apart from posture awareness). Therefore, this proves my prediction that time doesn't matter and that it varies per person. What matters the most is consistency.

7. Through my study, I have found that sleep position and quality have an enormous impact on the discomfort levels felt after waking up. I noticed that whenever I slept on my stomach or in an awkward position on my side, I felt much greater levels of discomfort after waking up and after taking a shower. Although a hot shower was able to minimize the discomfort, the higher levels caused by bad sleep made it difficult for a shower to lower the discomfort in 10-20 min.

I also noticed that sleep quality depended heavily on the amount of deep sleep I had during the night. Roughly 1 hour of deep sleep was enough for a Good-Great and above level of sleep quality. Depending on my sleep quality, my mental state would either be better or worse. Having a good mental state was also crucial to keeping a good posture and reducing discomfort levels since if I felt tired or cranky in the mornings, I tended to hold worse posture. 

What I would tell another teenager

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. 

What I would do differently

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.

Conclusion

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.

Limitations

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.

  • It is one person. Everything here describes me. It is a case study, not evidence about teenagers in general.
  • Every measure is subjective. These are self rated 0 to 10 scores from the person who designed the experiment and wants it to work. There is no blinding and no realistic way to add any.
  • I knew what I expected to happen. I always knew which phase I was in and what I was hoping for, and that alone can move self reported pain scores.
  • The interventions are stacked rather than isolated. Plan 2 contains all of Plan 1, and Plan 3 contains all of Plan 2. So I can attribute a change to a plan, but not to any single exercise inside it.
  • My baseline is 5 days, not the 14 I planned. That is a thin estimate of my natural variance, and every phase comparison inherits that weakness.
  • The order is fixed, not randomized. Later phases benefit from the accumulated effect of the earlier ones, and from time simply passing.
  • Regression to the mean. I started this because I felt bad, and starting from a bad point makes almost any change afterward look like an improvement.
  • A missing check in. I planned a before bed reading and never actually took one, so nothing in this dataset describes the end of the day, which is arguably where a full day of loading would show up most. There are also gaps in the Garmin sleep and screen time rows.
  • Context changed during the tracking period. My screen time drops a lot in the later phases, which is both an intervention and a confounder, and school was approaching.
  • No objective posture measure. I took before and after pictures of my posture. But, since they are mirror pictures rather than regular ones, the camera distance, angle, and my stance were not controlled. Additionally, holding a phone up to take the photos changes my posture. Therefore, they may show a visible difference but they are not an accurate measurement of improvement. Craniovertebral angle from a properly set up side photo is what I would use if I started again.
  • The C2/C3 finding is something I felt, not something that was measured. Motion palpation has only fair to moderate reliability even between trained clinicians [15, 16], so it stays an observation until someone qualified assesses it.
  • The device data is estimated. Garmin's sleep staging and stress score are the company's own estimates from wrist sensors, not sleep lab measurements.

Coming Soon: App

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:

  • Give rewards during the routine rather than at the end of the week, since immediate rewards are the ones that actually motivate
  • Offer replacement behaviours for the urge to crack instead of just reminding you to resist it
  • Use a schedule flexible enough that one missed day does not make you quit
  • Make corrective posture work feel fun rather than like a mandatory chore
Edit mode Click text to rewrite it. In a list, Enter adds a bullet and Backspace on an empty one removes it. Hover a block and click × to delete it.