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Why do health studies on pipe and cigar smokers have such wildly different results?
I am getting my graduate degree in Data Science so I tend to nerd out of research articles around topics that interest me. I have read nearly ten articles on the health effects of pipe and cigar smoking, primarily revolving around different cancers they cause. Nearly every article has the same sample size and each of the control groups are nearly identical in number. Most articles don't go in depth about the granular details of the pipe smokers, they simply label them as pipe smokers but mostly don't touch on: what kind of tobacco they are smoking (roll your own or high quality pipe tobacco), if they inhale, how hot they smoke, if they smoke inside or outside, how many bowls a day do they have or are the predisposed to other diseases like cancer (with the exception of two of the ten studies I have read). Regardless of the difference in granularity, the majority of these study have significantly different results, some of them painting the hazard ratios for different types of cancer in the range from 1.2-3.7 in comparison to the baseline HR of 1 whereas others paint them even higher in the range from 1.7-5.0. Even the relative risk (RR) are wildly inconsistent, some studies making it seem that if you are an exclusive pipe smoker, you WILL cancer and FAST whereas others summarize that it is significantly more dangerous than not smoking but not all that dangerous. From your perspective, what do you think accounts for these wide ranges of results between different studies?
Why do health studies on pipe and cigar smokers have such wildly different results?
I am getting my graduate degree in Data Science so I tend to nerd out of research articles around topics that interest me. I have read nearly ten articles on the health effects of pipe and cigar smoking, primarily revolving around different cancers they cause. Nearly every article has the same sample size and each of the control groups are nearly identical in number. Most articles don't go in depth about the granular details of the pipe smokers, they simply label them as pipe smokers but mostly don't touch on: what kind of tobacco they are smoking (roll your own or high quality pipe tobacco), if they inhale, how hot they smoke, if they smoke inside or outside, how many bowls a day do they have or are the predisposed to other diseases like cancer (with the exception of two of the ten studies I have read). Regardless of the difference in granularity, the majority of these study have significantly different results, some of them painting the hazard ratios for different types of cancer in the range from 1.2-3.7 in comparison to the baseline HR of 1 whereas others paint them even higher in the range from 1.7-5.0. Even the relative risk (RR) are wildly inconsistent, some studies making it seem that if you are an exclusive pipe smoker, you WILL cancer and FAST whereas others summarize that it is significantly more dangerous than not smoking but not all that dangerous. From your perspective, what do you think accounts for these wide ranges of results between different studies?
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