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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

Holiday Hours

We will be closed November 23rd & 24th in honor of Thanksgiving.

We will also be closed on Monday December 25th & Monday January 1st. The remainder of those weeks will be normal business hours.

Wishing all of our practice members and their families a healthy & happy holiday season! 

269-655-2100.

THIS ---->https://maplelakechiroscom.chiromatrixbase.com/index.php

Office Hours

DayMorningAfternoon
Monday8 - 11:30am1:30pm-6pm
Tuesday7:30am1:30pm
Wednesday8 - 11:30am1:30-6pm
Thursday2:30pm6:30pm
Friday7:30am1:30pm
SaturdayClosedClosed
SundayClosedClosed
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8 - 11:30am 7:30am 8 - 11:30am 2:30pm 7:30am Closed Closed
1:30pm-6pm 1:30pm 1:30-6pm 6:30pm 1:30pm Closed Closed

Testimonial

"Dr. Brittany Gregory is awesome. She has helped me beyond words. I am even taking my children to her to help with a chronic cough in my 1 year old which is getting better. It is ear issues with my four year old. She is patient and explains everything she is doing. Well worth the visit. I went in with severe back pain and am much better. Thank you so much for everything you are doing for my family!!"- Jessica H.

"It is always pleasant to visit Maple Lake Chiropractic. The atmosphere is so friendly and easy going. The Doctors are both very personable, I have never seen them without a smile. It is always a pleasure to go there." -Diana

 "I called to schedule an appointment with Dr. Hines and he got me in that afternoon. I had pain and numbness shooting into my feet and I could barely walk. After spending the time to find what was actually causing my issue, I received three adjustments that week. 3 months later I'm pain and problem free but still going every week so my issue doesn't come back. Highly recommend this office" -Matt

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