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What are some of the types of bias, and how might bias distort data reporting? We see evidence of bias all the time, especially in commercials when we hear, “4 out 5 doctors recommend this product.”...

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What are some of the types of bias, and how might bias distort data reporting? We see evidence of bias all the time, especially in commercials when we hear, “4 out 5 doctors recommend this product.” In my opinion, this is biased. First, we have no way of proving this claim and also, they sampled just enough people to get their desired result. Under coverage is one form of survey bias, this happens when a good number of the population is grossly underrepresented. Under coverage is a problem when convenience samples are used.

A positive correlation was found between mean patient satisfaction rating and response rate in the actual patient satisfaction data. Simulation results suggest response bias could lead to overestimation of patient satisfaction overall, with this effect greatest for physicians with the lowest satisfaction scores.(Mazor, Clauser, Field, Yood, & Gurwitz, 2002)

Often bias can creep into your feedback and affect the quality of your research results without you even knowing it.(Jovancic, 2019)

Works Cited

Jovancic, N. (2019, March 14).4 Types of Bias in Research and How to Make Your Surveys Bias-Free. Retrieved from Lead Quizzes: https://www.leadquizzes.com

Mazor, K., Clauser, B., Field, T., Yood, R., & Gurwitz, J. (2002, October). A Demonstration of the Impact of Response Bias on the Results of Patient Satisfaction Surveys.Health Services Research, 37(5), XXXXXXXXXXdoi:10.1111/ XXXXXXXXXX

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Answered Same Day Sep 25, 2021

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Prasant answered on Sep 26 2021
143 Votes
Discussion
For all the qualitative and quantitative surveys there seems to be a certain chance of getting bias and it can be created either by the survey creator or by the respondents. Even though, it is difficult to run the study with 100% bias free, we can take enough precaution measures to minimize the bias in research
The most important types of bias that affect distort data reporting are
Reporting bias
Analytical bias
Exclusion bias
Sampling bias
Reporting bias normally has data skewed which has a higher chance that data of certain type are more likely to be reported. Analytical bias mainly occurs during the results section and it was...
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