Dealing With Outliers in Organizational Science Research
"The way in which researchers define, identify, and handle outliers has important implications for substantive conclusions... science journal articles addressing outliers revealed that researcher usually view outliers as “data problems” that must be “fixed.” Also, our review uncovered inconsistencies in recommendations regarding outliers across various methodological sources, as well as the use of a variety of faulty practices by substantive researchers."
Be careful in making interpretation from quantitative research especially when communicating findings to the media or public! " A recent study linking Omega-3s and prostate cancer caused a media storm and frightened a lot of people. But before you stop taking your fish oil, pay attention to the kind of study this was, and remember – correlation does not equal causation (more on this below). When it comes to using research to make real-life decisions, study design matters."
Writing Good Quantitative Research Questions
" There are three main types of questions that a researcher can ask when writing a quantitative study. They are: Causal Descriptive Predictive"
The Research Process | School of Hospitality, Food & Tourism Management
Dilbert on the manipulation of Quantitative Research! But how do we use these research methods well? "Quantitative research differs from qualitative research in the following ways: The data is usually gathered using more structured research instruments The results provide less detail on behaviour, attitudes and motivation The results are based on larger sample sizes that are representative of the population, The research can usually be replicated or repeated, given it high reliability"
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