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Health Statistics and You

health-statistics
Preventive Care is the Best Care
In health care, an ounce of prevention is worth very much more than a pound of cure. If you can prevent health problems from happening, you save a great deal of time, effort, and money. Also, by avoiding the frequently ongoing stress and anxiety associated with treatment of a chronic illness, you and your family conserve precious, irreplaceable personal resources such as peace of mind.

A comprehensive preventive care program incorporates a healthy food plan, consistent regular exercise, and regular chiropractic care. Regular chiropractic care, focusing on the spinal column and targeting nerve interference, is a key resource in your health care program. Regular chiropractic care provides the framework so that your body can function at peak efficiency, thus helping ensure your long-term health and well-being.

We are awash in numbers, thanks in large part to the proliferation of personal mobile devices and the wrong-headed use of so-called big data.1 But applying statistical tools to the same set of data can support competing theories and lead to contradictory results. Such conflicting outcomes, known as antinomies if you remember Philosophy 101, cannot logically co-exist, and the field of statistics gets a bad reputation as a result. But big data can provide substantial value for people as individual patients. The key is to set some ground rules and understand the limitations of statistical investigation.

First and foremost, it's important to gain some clarity regarding the concept of false positives in regards to health. This statistical construct is familiar to all of us, although we may not be aware of it. If one of your doctors sends you for a laboratory test and the results are "positive", you'll be sent for follow-up tests until a final determination is made. If the final test turns out "negative", then the earlier results represented a false positive. The test results said you had the condition or disease, but in fact you did not.

False positives create numerous serious problems, not the least of which is the emotional toll of stress, anxiety, and fear experienced by the patient and her family and close friends. This is especially true when the suspected disease is a malignancy or other serious, life-threatening condition. It's useful and empowering for people to learn that 5% of all test results are falsely positive right from the start. Medical tests are designed this way. The 5% false positive rate is a necessary part of statistical analysis. It's built-in to the statistical design. In other words, test values that represent "normal" are obtained by cutting off the bottom 2.5% and the top 2.5% of a large sample of results from people who are "normal" for the thing being tested, such as white blood cell count or hemoglobin level.

Thus, 5% of normal people automatically have false positive results. Another way of stating this outcome is to consider that if you undergo a panel of 20 blood tests, one result (5% of 20) will be positive no matter what.

The vast majority of patients are not familiar with the statistical concept of false positive results.2 With a basic understanding of this construct and its implications, patients could ask their doctors meaningful questions such as, "What do the test results mean?,", "Have you considered the possibility of a false positive result?," and "How will the additional tests you're recommending affect decision-making in my case?"

Posing such questions is tremendously empowering for you, the patient, and helps reestablish equity in the doctor-patient relationship.3 As a health care consumer, a little knowledge goes a long way. Gaining more than a little knowledge by reading articles on diagnostic methods and health care decision-making will further strengthen your own process as a patient. 

1Bates DW, et al: Big data in health care: using analytics to identify and manage high-risk and high-cost patients. Health Aff (Millwood) 33(7):1123-31, 2014
2Paddock SM: Statistical benchmarks for health care provider performance assessment: a comparison of standard approaches to a hierarchical Bayesian histogram-based method. Health Serv Res 49(3):1056-73, 2014
3Stacey D, et al: Decision aids for people facing health treatment or screening decisions. Cochane Database Syst Rev 28;1:CD001431, 2014

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We have two locations:

  • STAMFORD

Conveniently located in Downtown Stamford

1 Atlantic Street
2nd Floor
Stamford, CT 06901

Located on the corner of Atlantic and Bedford Streets across from the Ferguson Library and McDonalds on the second floor of the Bank of America building

  • NORWALK

Conveniently located on Rt. 7 between the DMV and Merritt Parkway

488 Main Avenue
2nd Floor
Norwalk, CT 06851

Located on the corner of Main Avenue and Valley View Road across the street from Merritt Building 301

We value our patients' experience at Stamford Sports & Spine. If you are currently a patient, please feel free to complete the following Client Experience Questionnaire. The Questionnaire is in Adobe Acrobat format, and requires the free Acrobat Reader to view.

Download & Print Questionnaire

Dr. Andrew Zomick & Dr. David Avallon

I have been coming to Stamford Sports and Spine for almost 10 years. I am active and have unfortunately been in a few car accidents. The care and treatment offered at Stamford Sports and Spine is world class and without them I would be living with an inordinate amount of pain and discomfort. Going to Stamford Sports and Spine has made my injuries manageable.

--James


Very good team of therapists. Flexible and available schedule. They helped get my teenage athletes back on the field in half the time.

--Shawn


I was experiencing some pain in my right shoulder and numbness down my arm to my hand. The range of motion in my shoulder was limited and I could not participate in volleyball. Dr. Z came to our office offering a free chair massage and a chance to come in for an evaluation. I did this and we worked out a treatment plan that included therapy and adjustments. I noticed in the first few weeks the pain subsided greatly in my shoulder. The numbness in the arm and hand were present but noticeably better. After three weeks, the range of motion in my shoulder was back to normal and the pain was gone. Now after one month of therapy the numbness in the arm is extremely better and I do not notice the symptoms as often as I used to. Coming into the office has helped tremendously. I can now play volleyball pain-free.

--Mary


After moving from London to the USA, two weeks into living in Stamford and having carried and unpacked a lot of heavy boxes my shoulder froze and I was in a great deal of constant pain. After finding Stamford Sports & Spine on the internet I made an appointment and the corrective programme S.S.S. put together for me meant that I immediately had some pain relief, and over the next few weeks the pain left completely. The programme is also ensuring that I am not only pain free but fully corrected so as this problem should not occur again. Very friendly staff and very detailed assessment programme that has ensured my full recovery.

--Laura


From my first visit to Stamford Sports & Spine I was extremely impressed and pleased with their service. Everyone including staff and doctors were very knowledgeable with their chiropractic services. I learned a great deal about my symptoms and overall care more than I expected. I have visited a few other chiropractors but none were as thorough as Stamford Sports & Spine. I was experiencing severe pain in my shoulder and arm and after a few visits my pain decreased substantially. I really appreciate all the services from the adjustments, rollers and even exercise room. I would highly recommend this facility to everyone. The entire staff are friendly, professional and just simply great!

--Sherri


Everyone was incredibly professional and helpful.  The staff is friendly and goes beyond what was expected to meet my needs and education me about my condition.

--Jon


Came in with severe and constant numbness and tingling in my legs and feet. The treatment worked quickly and resolved all of my symptoms. Thanks!

--Erik


My arms were falling asleep every night and had numbness and tingling during the day. I no longer have any of those symptoms during the day and have very rare episodes of pain at night due to my treatment here at Stamford Sports & Spine

--Eric


I came in for hip pain and stiff neck that also affected my right arm and hand. Using the relaxing rolling / traction bed and electrical muscle stimulation along with stretching and the adjustments my hip pain is gone. I can walk without sharp pains running up and down my legs. My neck range of motion has improved and my muscles are more flexible and less spastic.

--Karen


I had severe neck pain which was aggravated by a recent move. I have been coming to be adjusted for a few weeks now and not only has it helped with the neck pain I had been experiencing, but it has also made me feel better overall. I feel like I am able to sit up straighter, and my muscles are looser and less tense. I no longer have the intense pain I had once been experiencing

--Kim


When I came in my pain was a 10 out of 10. After just one week of care my pain went down to a 4 and has been improving ever since. The staff are very friendly and great educators. I learned a lot about my body and how to take better care of myself.

--Heidi


After a car accident,  I had to seek help for my upper back and neck pain. Slowly but surely I started to feel better, not immediately, but by keeping up with my visits with Dr. Q & Dr. Z. Now I can tell you that I feel leaps and bounds better, and am now looking forward to a pain-free summer.

--Rudy


I have been with Stamford Sports & Spine for more than a year now. I still remember how much pain I was in during my first session. I can now walk in and out without any aches or pains.

--Rick


When I first started going to Stamford Sports & Spine, my back had been seizing up with alarming regularity. After just a few months of working with Dr. Z and Dr. Q, I feel much more confident in my daily activities and have even been able to return to the gym.

--Dan


Thank you to Dr. Z, Dr. Q and the whole Stamford Sports & Spine team! For many years, I have been suffering from severe back pain that would sometimes keep me from going to work. The recurring pain would come and go and I couldn't figure out what I was doing to cause it. When I came to the office, Dr. Z took x-rays, did a complete examination and educated me as to what was happening and why. I began treatment and was given exercises to prevent these injuries from happening in the future. Since starting the treatment, I have seen a great improvement in my back. The pain is gone and I have an increased range of motion. Thanks again to the entire staff who are very friendly and always willing to accommodate my hectic schedule when I make appointments.

--Ron


The strabismus in my eyes caused a vertical deviation in my eye placement.  This resulted in my head naturally tilting to the right and throwing my muscular structure in my neck and shoulders off.  I had accepted the tilt and tightness as a way of life and a natural dis-figuration of my spine.  I almost didn't sign on for initial treatment.  After 3 visits I have already noticed a difference in the position of my head, my posture and regular comfort levels.  There is still a ways to go to rid that area of  a lifetime of dysfunction, but what a relief to know it's treatable and already improving.

-Jenn


I found Dr. Z and Dr. Q earlier in the week after experiencing some back pain and sciatica. After the consultation and x-rays I began therapy. After just 2 treatments I felt much better and had a significant reduction in discomfort in the area of concern. I am looking forward to continuing my treatment in an effort for long term recovery and a return to my heavy exercise routine.

--Tom


FANTASTIC. When I leave I feel like a whole new woman. I have been going there for my neck pain and headaches for about 1 year now; off and on and ever since I started treatment there my headaches have been reduced to one every few months instead of a few every month. The intensity of of my pain has also been reduced to almost nothing. The doctors seem to have a very friendly relationship with all of the patients and I feel very welcomed by the staff as well. Not to mention I love how they incorporate therapeutic massages into my treatment. I have since sent over many of my colleagues and family, who also share the same feelings. Thank you.

--Bri


I had a great experience. My low back pain is completely gone. I found the staff extremely knowledgeable, accommodating and friendly. I would highly recommend them.

--Jay F.

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