Exploratory research is "the preliminary research to clarify the exact nature of the problem to be solved." It is used to ensure additional research is taken into consideration during an experiment as well as determining research priorities, collecting data and honing in on certain subjects which may be difficult to take note of without exploratory research. It can include techniques, such as:
secondary research - such as reviewing available literature and/or data
informal qualitative approaches, such as discussions with consumers, employees, management or competitors
formal qualitative research through in-depth interviews, focus groups, projective methods, case studies or pilot studies
According to Stebbins (2001) "Social Science exploration is a broad-ranging, purposive, systematic prearranged undertaking designed to maximize the discovery of generalizations leading to description and understanding". His influential book argues that exploratory research should not use confirmatory mechanisms like hypotheses. It should be qualitative and rely on inductive research methods like grounded theory introduced by Glaser and Strauss Qualitative exploratory research which use inductive approach do not use priori theorizing or build on previous research. Casula, Rangarajan and Shields (2020) argue that exploratory research should not be limited to inductive approaches. They propose the working hypothesis is a useful framework for deductive exploratory research that should be part of the social scientist's tool bag.
Exploratory research can add quality and insightful information to a study, and is vital to a study. It allows for the researcher to be creative in order to gain the most insight on a subject. Next, an outside audience will be used for this research, so it is a good opportunity for the researcher to know what works or what is not a productive method to use. Third, it allows for a better understanding on what a research team's objectives should be throughout the duration of a project.
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.
Le cours réunit des étudiant·e·s de l'EPFL et de l'UNIL au travers d'une approche de design exploratoire et itérative. Les étudiant·e·s identifient un besoin ou une problématique de société et propose
A hypothesis (: hypotheses) is a proposed explanation for a phenomenon. For a hypothesis to be a scientific hypothesis, the scientific method requires that one can test it. Scientists generally base scientific hypotheses on previous observations that cannot satisfactorily be explained with the available scientific theories. Even though the words "hypothesis" and "theory" are often used interchangeably, a scientific hypothesis is not the same as a scientific theory.
A conceptual framework is an analytical tool with several variations and contexts. It can be applied in different categories of work where an overall picture is needed. It is used to make conceptual distinctions and organize ideas. Strong conceptual frameworks capture something real and do this in a way that is easy to remember and apply. Isaiah Berlin used the metaphor of a "fox" and a "hedgehog" to make conceptual distinctions in how important philosophers and authors view the world.
Research is "creative and systematic work undertaken to increase the stock of knowledge". It involves the collection, organization and analysis of evidence to increase understanding of a topic, characterized by a particular attentiveness to controlling sources of bias and error. These activities are characterized by accounting and controlling for biases. A research project may be an expansion on past work in the field. To test the validity of instruments, procedures, or experiments, research may replicate elements of prior projects or the project as a whole.
The Land of a Thousand Dances is an interdisciplinary one-week workshop for architecture, civil engineering, and environmental sciences students at Ecole Polytechnique Fédérale de Lausanne (EPFL). The course proposes to study design through maintenance, by ...
2023
,
What makes written text appealing? In this registered report, we study the linguistic characteristics of news headline success using a large-scale dataset of field experiments (A/B tests) conducted on the popular website comparing multiple headline variant ...
Intercurrent (post-treatment) events occur frequently in randomized trials, and investigators often express interest in treatment effects that suitably take account of these events. Contrasts that naively condition on intercurrent events do not have a stra ...