Friday, May 3, 2024

Exploratory Research Chapter 2 The Production of Knowledge

exploratory research design

This depends on what is being researched, like a food sampling for a fast food chain or maybe a presentation of potential advertisements for an anti-smoking campaign. Exploratory research is carried out when a topic needs to be understood in depth, especially if it hasn’t been done before. The goal of such a research is to explore the problem and around it and not actually derive a conclusion from it. Such kind of research will enable a researcher to  set a strong foundation for exploring his ideas, choosing the right research design and finding variables that actually are important for the in-depth analysis. Most importantly, such a research can help organizations or researchers save up a lot of time and resources, as it will enable the researcher to know if it worth pursuing. Exploratory Research refers to the research methodology used when researchers have a limited understanding of the topic at hand and want to gain a broader perspective or more insights into the subject.

Descriptive Design

This could include conducting surveys, hosting focus groups, or one-on-one interviews. Our framework is based on a team-based review of published guidelines and standards discussing the scientific conduct of qualitative health research. In contrast to previous reviews,25 we did not seek to synthesise these guidelines. Rather we drew on them to develop a conceptual framework for designing and informing formal assessments of rigorous qualitative research. It is almost impossible to come up with a research topic that hasn’t been conducted before.

Beyond exploratory: a tailored framework for designing and assessing qualitative health research

Exploratory study reveals far reaching systemic and cellular effects of verapamil treatment in subjects with type 1 diabetes - Nature.com

Exploratory study reveals far reaching systemic and cellular effects of verapamil treatment in subjects with type 1 diabetes.

Posted: Thu, 03 Mar 2022 08:00:00 GMT [source]

It is often used to narrow down a very broad field of research into one or a few easily researchable examples. The case study research design is also useful for testing whether a specific theory and model actually applies to phenomena in the real world. The essentials of action research design follow a characteristic cycle whereby initially an exploratory stance is adopted, where an understanding of a problem is developed and plans are made for some form of interventionary strategy.

New Case Studies

For example, ‘a study into the implications of COVID-19 pandemic into the global economy’ is an exploratory research. COVID-19 pandemic is a recent phenomenon and the study can generate an initial knowledge about economic implications of the phenomenon. The research design is usually incorporated into the introduction of your paper. You can obtain an overall sense of what to do by reviewing studies that have utilized the same research design [e.g., using a case study approach]. With this in mind, a common mistake made by researchers is that they begin their investigations before they have thought critically about what information is required to address the research problem. Without attending to these design issues beforehand, the overall research problem will not be adequately addressed and any conclusions drawn will run the risk of being weak and unconvincing.

Types and methodologies of Exploratory research

Usually, exploratory research is followed up with explanatory research or research involving more structured tools of data collection. Exploratory research should also have a few theories which can support its findings as that will make it easier for you to evaluate the findings and move ahead with further research. Since exploratory research is looking for new insights, or depth of information, it may be time consuming. One of the most time consuming aspects involves finding the right people to take part in the research and motivating them to share the level of insight you’re looking for.

The study concluded that knowledge of exploratory research design could help researchers better define, understand research problems, and advance research in management sciences. The study recommended that, researchers should choose research designs that they are most comfortable with and feel most competent to handle, but the choice should ideally be based on the nature of the research phenomenon being studied and information available. PCORI’s own methodological standards have been largely silent regarding qualitative methods until recently,32 leaving applicants without clear direction on how to conduct rigorous qualitative research. Incorporation of tailored qualitative standards could help to clarify and improve the rigour of proposal design, review and completion. The establishment and integration of such standards could also guide journal editors in developing transparent standards for deciding priorities for publication.

Exploratory Research Design: Definition, Types and Ways to Implement

Further, it demonstrated the conduct and applications of exploratory research design in management sciences by referring to various articles in this field. Given the diversity of approaches, a foundational step to improving the assessment of rigour in qualitative research is to abandon the attempt to develop a single standard for the best practices regardless of study orientation and objective. These three types reflect differences in primary study objectives and existing knowledge within a topic area.

exploratory research design

An exploratory research is the research that helps to learn the essence of the problem; to make sure that there is a problem, and to find out the character of this problem. They are carried out in the form of free discussions with experts specially selected for this purpose or analysis of secondary information.The hypotheses of such research are vague or absent at all. At this stage of research, the marketer has a very rough idea of the required information. An exploratory research is conducted when it is necessary to understand the general nature of the problem, identify possible alternatives to the solution, as well as relevant variables that need to be taken into account.

Exploratory research data collection

This can be helpful in developing new theories or explanations that are supported by the data. This method involves analyzing the relationships and connections between data points. It can be useful in identifying patterns in complex datasets with many interrelated variables.

The exploratory research design focuses on collecting secondary or primary data in an unstructured format and interpreting it using informal procedures (Bernd, 2017). Due to its aims and structure, exploratory research designs incorporate the least amount of scientific method and rigor of the other research designs classified above (Umesh, 2021). When only research questions serve as the foundation of the investigation, the explorative research design is qualitative.

Information acquired from observational research takes the form of “field notes” that involves documenting what the researcher actually sees and hears while in the field. Findings do not consist of conclusive statements derived from numbers and statistics because field research involves analysis of words and observations of behavior. Conclusions, therefore, are developed from an interpretation of findings that reveal overriding themes, concepts, and ideas. Analysis of management sciences research using an exploratory research design seems to be an intriguing topic for scholars and practitioners due to its positive impact on organisational performance.

Furthermore, “an exploratory study may not have as rigorous a methodology as that used in conclusive studies, and sample sizes may be smaller (Nargundkar, 2008). Descriptive studies occupy a middle position, building on previously conducted exploratory work so researchers will be able to proceed with more-focused inquiry. This should include well-defined procedures including sampling protocols and analytical plans, and investigators should usually articulate expected findings prior to beginning the study. However, as researchers investigate phenomena in new settings or patient populations, it is reasonable to expect descriptive studies to generate surprises. Thus, descriptive studies also feature inductive elements to detect unexpected findings, and must be flexible enough in design to accommodate shifts in research focus and methods based on empirical findings. An example of a descriptive study is a longitudinal study of patients with ovarian cancer that employs semistructured interviews and directed content analysis to examine decision-making across patients in a novel setting.

A longitudinal study follows the same sample over time and makes repeated observations. For example, with longitudinal surveys, the same group of people is interviewed at regular intervals, enabling researchers to track changes over time and to relate them to variables that might explain why the changes occur. Longitudinal research designs describe patterns of change and help establish the direction and magnitude of causal relationships. Measurements are taken on each variable over two or more distinct time periods.

In doing this, the researcher attempts to determine or predict what may occur. Experimental research is often used where there is time priority in a causal relationship (cause precedes effect), there is consistency in a causal relationship (a cause will always lead to the same effect), and the magnitude of the correlation is great. The classic experimental design specifies an experimental group and a control group.

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