What Are The Steps In The Exploratory Approach?

by | Last updated on January 24, 2024

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  1. Step 1 – Identify the problem. This is a common starting point for all types of research. ...
  2. Step 2 – Create the hypothesis. ...
  3. Step 3 – Conduct further research.

What is an exploratory approach in research?

Exploratory research is defined as a research used to investigate a problem which is not clearly defined . It is conducted to have a better understanding of the existing problem, but will not provide conclusive results.

What are exploratory techniques?

An approach to decision-making in evaluation that involves identifying the primary intended users and uses of an evaluation and then making all decisions in terms of the evaluation design and plan with reference to these.

What are the steps involved for the research design?

  • Formulation of the research problem.
  • Literature review.
  • Formation of Hypothesis in Research Design.
  • Formulating a Research Design.
  • Defining the nature of the study.
  • Sample design.
  • Administration of the tools of Data collection in Research Design.
  • Data analysis.

What are the steps of exploratory research?

  • Define the Problem. All research problems generally start in the same place: identifying the issue at hand. ...
  • Choose a Method. ...
  • Create Research Procedures. ...
  • Collect Data. ...
  • Determine Results.

What is an example of exploratory research?

Examples of Exploratory Research Design

A study into the role of social networking sites as an effective marketing communication channel . An investigation into the ways of improvement of quality of customer services within hospitality sector in London .

What is the main purpose of exploratory research?

Exploratory research studies have three main purpose: to fulfill the researcher’s curiosity and need for greater understanding , to test the feasibility of starting a more in depth study, and also to develop the methods to be used in any following research projects.

What are the features of exploratory research?

  • Exploratory research is inexpensive, interactive, unrestricted, and open-ended in nature.
  • It is an unstructured type of research.
  • No pre-research is conducted to support exploratory research and even there is no prior information available on the problem from the past research.

What is an exploratory question?

Exploratory questions usually talk about relationships between complex data groups (multidimensional) out of which the more relevant concrete elements are yet unknown .

Is an exploratory study qualitative or quantitative?

Exploratory research generally produces qualitative data . In certain cases, where the sample of the study is large and data is collected through surveys and experimentation, explorative research can be quantitative.

How do you do exploratory analysis?

  1. Identification of variables and data types.
  2. Analyzing the basic metrics.
  3. Non-Graphical Univariate Analysis.
  4. Graphical Univariate Analysis.
  5. Bivariate Analysis.
  6. Variable transformations.
  7. Missing value treatment.
  8. Outlier treatment.

What are the 4 types of research design?

There are four main types of Quantitative research: Descriptive, Correlational, Causal-Comparative/Quasi-Experimental, and Experimental Research . attempts to establish cause- effect relationships among the variables. These types of design are very similar to true experiments, but with some key differences.

What are the two goals of exploratory data analysis?

The purpose of exploratory data analysis is to: Check for missing data and other mistakes . Gain maximum insight into the data set and its underlying structure. Uncover a parsimonious model, one which explains the data with a minimum number of predictor variables.

What are the 7 steps of research process?

  • Identification of a research problem.
  • Formulation of Hypothesis.
  • Review of Related Literature.
  • Preparation of Research Design.
  • Actual experimentation.
  • Results and Discussion.
  • Formulation of Conclusions and Recommendations.

What are the 10 steps of the research process?

  1. STEP 1: Formulate your question.
  2. STEP 2: Get background information.
  3. STEP 3: Refine your search topic.
  4. STEP 4: Consider your resource options.
  5. STEP 5: Select the appropriate tool.
  6. STEP 6: Use the tool.
  7. STEP 7: Locate your materials.
  8. STEP 8: Analyze your materials.

What are the six steps of research process?

The six steps of research

These include identifying the area of study, choosing the topic, formulating a research plan, collecting and then analysing the data and then finally writing up the study.

Emily Lee
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Emily Lee
Emily Lee is a freelance writer and artist based in New York City. She’s an accomplished writer with a deep passion for the arts, and brings a unique perspective to the world of entertainment. Emily has written about art, entertainment, and pop culture.