There are few possible reasons on thinking about how self report data could be distorted.
Cognitive factors:
When individuals undertake the test, they are asked to respond about the personal experiences, behaviour or about any event that took place in their life. People may have a hard time recollecting information about these since those memories would have been faded. In order to fill the questions they may even add something which they are not confident about. Secondly, memory errors could be another factor contributing to data distortions. When individuals try to retrieve information, they may find it hard to distinguish if it’s a real or an imaginary situation. Sometimes, the imaginations of the individuals will be so strong, eventually they start considering it as a real situation and not an imaginary one. As a result, the response will not be something which the researchers wanted. Here, because of this, the data will be distorted, thus getting a result, which affects the research on the whole.
Situational factors:
When individuals are given self report assessments, it is important to see the situation of the person. If he/she is in a stressful situation the chances of data getting distorted is high.
Attitude of Individuals: The way people understand the importance of self report assessments and research, accordingly the response will be considered as accurate or not. Some people have a careless attitude,as a result the response will be inappropriate. Others tend to answer it by choosing one extreme side of the answer, like, it could be “agree†for the all the questions or “disagree†for all orâ€neutralâ€. Such kind of answers doesn’t help the research much.
Impact of Distorted Data on Research:
Researches where the data being garnered is found to be misleading or inaccurate can have a detrimental impact on ensuring the well being of society. Ultimately, all research being done is to ensure a healthy living for humans, if that isn’t ensured it affects the world on the whole. If researches related to develop any treatment , it could be medications, therapy are done and if the data related to that is misled, then it is eventually going to harm the humans undertaking treatment for their health. Researches being done for the development of any machines, again the distorted data is going to affect the humans ultimately, since these are being handled by humans.Wring information about diet being published after a research still is going to affect the overall health, it could be physical as well as mental, since foods have a role in maintaining our mental health.
Self Report
Understanding disorders in the wrong way because of false information collected, will affect the recovery of patients. None of the therapies or medicines will help the patients recover fast due to wrong research results. At the end, research has a huge impact on the lives of people. If data collection especially, self reports should be done with utmost care, since self reports are being handled by the subjects themselves and there will be various factors which contribute in distorting the data.
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