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What is the cause of the investigation deteriorating further? This is a bad study if the data you got is not really a useful input to the decisions you need to do, or if it does not reflect the reality. This may occur when the respondent does not answer actual questions, can not answer the question in real time, does not correspond to the information requiring the question, or is seeking guidance or confusion There is. In a bad survey, it can not be said that it is bad. It is actually difficult to find bad questionnaire is bad - or tell me if you wrote a set of good or bad questions. Wrong code will result in an error. Bad interface design does not pass usability test. You can see if you are interviewing bad users. Feedback from bad questionnaires only occurs in the form of a second source that is inconsistent with the analysis of the questionnaire results.

To answer this question we compare the two surveys. The first survey was a survey of the Software Sustainability Association (SSI) held in 2014, and a total of 417 responses were received to researchers at the Russell group university in the UK. Secondly, we gathered a large number of responses from 14,896 researchers at "101 Scholarly Communication Innovations" that took place from 2015 to 16. The structure of the two surveys is different. In the SSI survey, unresolved questions were asked, "What software did you use for your research?" Researchers were able to enter answers. Meanwhile, in the 101 Innovation Survey, 17 questions related to various parts of academic workflow are listed. We will analyze only the problems related to "tools for data and text analysis" here. There are seven preselected answers and "Other" categories in the question, and researchers can specify other software.