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Please answer the following question in 250 word counts in your own words please if using references please add referenc...

Please answer the following question in 250 word counts in your own words please if using references please add reference at the end of the question

Surveys such as the Consumer Assessment of Healthcare Providers and Systems (CAHPS) are based on sound research principles such as with randomized sampling, high response rates, and other systems to reduce bias.

What are some of the types of bias, and how might bias distort data reporting?

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Answer #1

Bias is a term which represents an inclination or judgement in favour of a single group or person . Simply said as one sided and lacking in objectivity.

Bias in research may decrease the validity of the study and also it mislead the study which may lead to false conclusions.

There are many types of bias and new bias also emerge. They are grouped under

  • Selection bias :This bias occur during selection of groups or individuals or datas for research .
  • Information bias:This bias occurs arise due to any errors during measuring outcomes or any variables. This usually arise in epidemiological studies

Types of bias in research are

  1. Design bias-Any flaws in study design , whenever the methodological study questions or datas are influenced this type of bias occurs
  2. Participant bias-While selecting participants for the study this bias may occur
  3. Data collection & measurement bias-Bias during any data collection sequence , when the data collected is influenced by any personal beliefs of researcher or any sort of event
  4. Analysis bias -During any study reasoning plays a part , when any flaws arise during reasoning it is called analysis bias
  5. Publication bias- Published studies may always have some flaws .

Bias distort data reporting .By omitting outcomes which may be insignificant this can be resolved.Random selection of groups may decrease bias .Bias may occur by forgetting to report any data that was analysed in the trial.

Ref:

  • Joanna Smith , Helen Noble,Bias in research, (2014)Evidence-Based Nursing
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