#Confounding

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#Confounding Reel by @drgarthdavis (verified account) - The scale: a nemesis for some, an invaluable tool for others. Most research has shown that weighing yourself helps with weight loss, though the studie
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@drgarthdavis
The scale: a nemesis for some, an invaluable tool for others. Most research has shown that weighing yourself helps with weight loss, though the studies are filled with confounding bias. Maybe people who weigh themselves are just more dedicated. That being said, when looking at people who have lost weight and kept it off long term, the majority weigh themselves regularly. After all, hard to know how you are doing without measuring. I tend to find measuring weight and waist circumference (and labs, and steps taken, etc) as a great way to assess how someone is doing with their lifestyle habits. You have to be fairly regimented. Weigh at same time and not everyday. Expect some fluctuation and have patience to look for long term patterns. Don’t over react to one reading and DON’T overreact in general. If weight goes up slightly ask yourself if there are explanations. Did you maybe gain muscle. Is it that time of the month and you are retaining water. Are your clothes looser or waist smaller indicating that the scale weight isn’t taking account of body composition changes. And if you feel you may be trending to higher weight, are there small changes you can make that might help. Don’t swerve the car drastically, small change subtle changes win the race. Maybe skip the snack, or lower the portion of a meal. Etc. Use the scale as a guidepost but not as the end all be all of existence. And if you have OCD and/or eating disorder know that you can easily be successful without stepping on the scale.
#Confounding Reel by @richiejacksongaydad (verified account) - What have I learned about grief? 

It's cunning, confounding, insidious, unpredictable, and deeply lonely. 

But the only way to make grief a manageab
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@richiejacksongaydad
What have I learned about grief? It’s cunning, confounding, insidious, unpredictable, and deeply lonely. But the only way to make grief a manageable disease is if we talk about it. If you’ve lost someone and you want to talk, I’m here for you. Read more on my new Substack Newsletter. Link in bio.
#Confounding Reel by @scientificsnitch (verified account) - Let's talk about confounding and interacting variables to better understand health and wellness topics on the internet using examples from social medi
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@scientificsnitch
Let’s talk about confounding and interacting variables to better understand health and wellness topics on the internet using examples from social media! For those of you who are using this video for a class, continue reading the caption. Change to response (y variable, intercept on sas/r output) can indicate an interaction or confounding Change to response and predictor (where response = y or intercept, and predictor = x or slope/beta 1, 2, n estimate) indicates confounding. You always adjust for confounding and including an important interaction may reduce MSE (error) so you may want to include an interaction variable. If there is evidence of an interaction, you probably don’t need to further search for confounding with said variable. #health #fitness #science #statistics #wellness
#Confounding Reel by @metaanalysis.academy (verified account) - Understanding confounding is crucial when evaluating observational studies. Here is an example why:

Observational studies indicated that hormonal rep
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@metaanalysis.academy
Understanding confounding is crucial when evaluating observational studies. Here is an example why: Observational studies indicated that hormonal replacement therapy (HRT) was associated with a reduced incidence of myocardial infarction in women. However, a randomized controlled trial revealed that HRT could actually increase coronary events. This discrepancy arises due to confounding. In the observational studies, women who received HRT were generally healthier, had better nutrition, exercised more, had better access to healthcare, and maintained healthier lifestyles. These factors are confounding variables that can bias the results in favor of one group. Always be on the lookout for confounding when interpreting observational studies to ensure accurate conclusions. Do you know how the risk of confounding can be mitigated in observational studies? #evidencebasedmedicine #confounding #observationalstudies #research #metaanalysisacademy
#Confounding Reel by @mspike (verified account) - I am excited to say my audiobook of Robert Jordan's THE DRAGON REBORN is out today… this is the third book in THE WHEEL OF TIME series. Here's a littl
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@mspike
I am excited to say my audiobook of Robert Jordan’s THE DRAGON REBORN is out today… this is the third book in THE WHEEL OF TIME series. Here’s a little share of some of my thoughts on the amazing, exhausting, confounding, surprising, moving process of reading aloud these immense works!! #thewheeloftime
#Confounding Reel by @anywherewithkristen - We Left Our Amish & Mennonites Speechless | Selling a legacy farm created quite the uproar in our Mennonite and Amish community.  Find out how it went
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@anywherewithkristen
We Left Our Amish & Mennonites Speechless | Selling a legacy farm created quite the uproar in our Mennonite and Amish community. Find out how it went down here. #shockedamish #shockedmennonite #Speechless #confounding #doingtheunthinkable #sellingthefarm efarm #youwontbelievewhathappensnext #sellingthefamilyfarm #Farmsale #farmauction #impossiblechoices #soldthefarm
#Confounding Reel by @nts_radio (verified account) - The confounding opening minutes of Meredith Monk's "Turtle Dreams", broadcast on local Boston TV, 1983. 🐢

The bewildering beauty continues on ch2, w
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@nts_radio
The confounding opening minutes of Meredith Monk's "Turtle Dreams", broadcast on local Boston TV, 1983. 🐢 The bewildering beauty continues on ch2, with an hour of Meredith Monk compositions on this week's In Focus - listen now on nts.live/2
#Confounding Reel by @epidemiologist.enise - 💊 Healthy User Bias explained ⬇️

Ever noticed that some medications seem too effective in observational studies? 🤔 That might be due to healthy us
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@epidemiologist.enise
💊 Healthy User Bias explained ⬇️ Ever noticed that some medications seem too effective in observational studies? 🤔 That might be due to healthy user bias — when people who take preventive meds (like statins or hormone therapy) are also the ones who eat healthy, exercise, and go to regular checkups 🥗🏃‍♀️🩺 👉 These healthier behaviors (not the drug) may drive better outcomes. 👉 The result? We may overestimate how well the drug works. 📊 In pharmacoepidemiology, this is a key form of confounding that can distort real-world evidence — even after statistical adjustments. 🔬 Researchers can reduce this bias by: ✔️ Adjusting for lifestyle ✔️ Using active comparators ✔️ Including only new users PMID 21203857 PMID 39270671 #Epidemiology #BiasInResearch #Pharmacoepidemiology #HealthyUserBias #PublicHealth #EvidenceBasedMedicine #ObservationalStudies #Confounding #MedicalResearch
#Confounding Reel by @abc2020 (verified account) - He and his crew scramble boats and divers under the bridge where the New Jersey teen went missing the night before. As the search for Sarah Stern cont
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@abc2020
He and his crew scramble boats and divers under the bridge where the New Jersey teen went missing the night before. As the search for Sarah Stern continues, the clues are confounding. Our newest episode of 'Bridge of Lies' is available now - wherever you get your podcasts. #truecrimepodcast #mystery #investigation #podcast
#Confounding Reel by @hephanie_wellness (verified account) - Do not reintroduce/ eliminate foods without considering these 5 things:

🧀 Remove as many confounding variables as possible. Keep your whole routine
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@hephanie_wellness
Do not reintroduce/ eliminate foods without considering these 5 things: 🧀 Remove as many confounding variables as possible. Keep your whole routine the same except for the addition/ subtraction of the food. No new supplements, products, or habits. This way you can accurately assess your tolerance. 🧀 Take note of all symptoms before and after reintroduction, a physical food/ symptom log is great for this. Note that sometimes it can take several days for a reaction to manifest. 🧀 If your condition is not satisfactory, it is always worth it to reconsider that foods you deemed “safe” might actually be secretly wreaking havoc (like my case with cheese). Especially worth consideration with grains, starches, dairy products, and FODMAPS, which tend to be problematic for compromised individuals. 🧀 Start with small amounts of the food so that you don’t overwhelm your system and so that potential adverse reactions are manageable. From there you can slowly increase your dosage over the course of a couple weeks. Be patient! 🧀 Know that you can always re-RE introduce foods. If it didn’t work out one time, give yourself a rest, heal up, and try again in a few months. This is an on going process and there is no need to rush anything. Just 7 months ago I couldn’t tolerate anything but steak and eggs, now I’m eating a variety of meats, fruits, vegetables, rice, and potatoes. ——- The jury is still out as to whether the dairy itself is a trigger for me, or just the high amounts of fat. Next week I’ll tap in with just a little bit and we’ll see how we do! 🥂
#Confounding Reel by @thealexandrapaul (verified account) - Rook is a loving & playful pup at @jacksoncountyanimalservices. He has been at the shelter here in Phoenix, Oregon for many months and no one has come
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@thealexandrapaul
Rook is a loving & playful pup at @jacksoncountyanimalservices. He has been at the shelter here in Phoenix, Oregon for many months and no one has come in to see him. Which is confounding as he is SO SWEET. He enchants me, so I walk him every time i volunteer. Please come by and throw a ball for him - or just share some treats- and you will see why I'm in love. And maybe you will fall in love too. @fotas_southernoregon
#Confounding Reel by @medical.bits - Visit our profile to learn more about this extraordinary medical fact!
#md_academy #medical.bits #medical #research #med #medicalstudent #observationa
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@medical.bits
Visit our profile to learn more about this extraordinary medical fact! #md_academy #medical.bits #medical #research #med #medicalstudent #observationalstudy #confounding

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