![]() In theory, quantitative research should be reproducible. Another researcher, using the same protocol to collect data from the same population should be able to arrive at the same conclusions. The reliance on objective measurements means that research is reproducible (at least in theory!). This approach not only allows us to measure traits or properties of interest, it also enables us to measure how they change, e.g., over time or in response to an intervention. Unlike qualitative methods, quantitative research assumes that a single, objective, reality exists and that it can be measured without bias by the researcher. What can Quantitative methods contribute? Quantitative methods can The intense engagement with the data required from the researcher means that it isn’t, usually, possible to collect large samples. Qualitative methods have limitsĪs a result of the reliance on individual experiences and the researcher’s subjective interpretation of the data, qualitative studies are exploratory and can not usually be replicated. The data can take many forms, with the only real requirement being that information from the data sources can be processed by the researcher in some way.Īs a researcher immerses themselves in the data (and the environment it is collected from) their understanding of the subject matter may change and the design of the study can be adjusted in response to this. Qualitative research relies heavily on the researchers, necessarily subjective, interpretation of observations, interviews, and other data. ![]() Typically, the focus is on studying people and their experiences in a natural environment to gain a deeper understanding of how and why a particular behaviour (or other phenomenon of interest) occurs. Qualitative research allows us to study how individuals or groups experience phenomena of interest. There are many research questions that benefit from a qualitative approach. In common? What are the differences between the groups? Strengths of Qualitative Methods Take a look at the research questions that were assigned to the quantitativeĪnd qualitative research collections. Properties of Quantitative and Qualitative Methods WriteĪ question better suited to quantitative analysis on the other. Write a question that you would investigate using qualitative methods. What are some examples of research questions that are well suited to Things and it is important to use the right tool for the problem at hand. Powerful methods to deliver new insights. Both Quantitative and qualitative research offer The activities of the research team are in different fields including decision under risk and ambiguity, Financial markets and asset pricing, Real options/investment under uncertainty as well as the performance of machine learning models.What research questions are well suited to quantitative analysis and when willīefore getting started with quantitative research it is important to understand Quantitative Finance covers all applications of quantitative methods to finance (mathematics, statistics, computational methods). ![]() The focus is on computational intelligence approaches and optimization methodologies tailored to specific practical applications such as finance, real economy, education, logistics/transportation, customer service, manpower planning or yield/revenue management. The research team performs basic and applied research for solving complex problems arising in Decision Systems. In particular, the research team aims at becoming a vehicle for corporate partnerships with the school, where collecting and using data become central dimensions in business strategy. But it is relevant to develop a forum where each of these specialties can meet and compare their approach to develop transversal methods and projects, and possibly a common vision. Each of the functions of a business, from finance to HR, can study these challenges from their own viewpoint. “Data” as a subject introduces major economic, cultural and social challenges, from new business models to the protection of personal data.
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