Types Of Methodology For Research Papers

Types of Research[edit]

Research can be classified in many different ways on the basis of the methodology of research, the knowledge it creates, the user group, the research problem it investigates etc.

Basic Research[edit]

This research is conducted largely for the enhancement of knowledge, and is research which does not have immediate commercial potential. The research which is done for human welfare, animal welfare and plant kingdom welfare. It is called basic, pure, fundamental research. The main motivation here is to expand man's knowledge, not to create or invent something. According to Travers, “Basic Research is designed to add to an organized body of scientific knowledge and does not necessarily produce results of immediate practical value.” Such a research is time and cost intensive. (Example: A experimental research that may not be or will be helpful in the human reproduction process)

Applied Research[edit]

Applied research is designed to solve practical problems of the modern world, rather than to acquire knowledge for knowledge's sake. The goal of applied research is to improve the human condition. It focuses on analysis and solving social and real life problems. This research is generally conducted on a large scale basis and is expensive. As such, it is often conducted with the support of some financing agency like the national government, public corporation, world bank, UNICEF, UGC, Etc. According to Hunt, “applied research is an investigation for ways of using scientific knowledge to solve practical problems” for example:- improve agriculture crop production, treat or cure a specific disease, improve the energy efficiency of homes, offices, how can communication among workers in large companies be improved

Problem oriented research[edit]

Research is done by industry apex body for sorting out problems faced by all the companies. Eg:- WTO does problem oriented research for developing countries, in India agriculture and processed food export development authority (APEDA) conduct regular research for the benefit of agri-industry.

• As the name indicates, Problem identifying researches are undertaken to know the exact nature of problem that is required to be solved.

• Here, one clarification is needed when we use the term ‘Problem’, it is not a problem in true sense. It is usually a decision making dilemma or it is a need to tackle a particular business situation.

• It could be a difficulty or an opportunity.

For e.g.:-Revenue of Mobile company has decreased by 25% in the last year. The cause of the problem can be any one of the following:

• Poor quality of the product. • Lack of continuous availability. • Not so effective advertising campaign. • High price. • Poor calibre / lack of motivation in sales people/marketing team. • Tough competition from imported brands. • Depressed economic conditions

• In the same case, suppose the prime cause of problem is poor advertising campaign & secondary cause is higher pricing. • To tackle the problem of poor advertising, we have to answer questions like, what can be the new advertising campaign, who can be the brand ambassador, which media, which channel, at what time & during which programme advertisements will be broadcast.

Problem solving[edit]

This type of research is done by an individual company for the problem faced by it. Marketing research and market research are the applied research. For eg:- videocon international conducts research to study customer satisfaction level, it will be problem solving research. In short, the main aim of problem solving research is to discover some solution for some pressing practical problem.

Quantitative Research[edit]

This research is based on numeric figures or numbers. Quantitative research aim to measure the quantity or amount and compares it with past records and tries to project for future period. In social sciences, “quantitative research refers to the systematic empirical investigation of quantitative properties and phenomena and their relationships”. The objective of quantitative research is to develop and employ mathematical models, theories or hypothesis pertaining to phenomena.

The process of measurement is central to quantitative research because it provides fundamental connection between empirical observation and mathematical expression of quantitative relationships. Statistics is the most widely used branch of mathematics in quantitative research. Statistical methods are used extensively with in fields such as economics and commerce.

In sum, the research using the normative approach conducts why may be called quantative research as the inferences from it are largely based on quantative data. Moreover, objectivity is the primary guard so that the research may be replicated by others, if necessary.

Qualtitivity Proke Research[edit]

Qualtitivity Proke research presents non-quantitative type of analysis. Qualtitivity Proke research is collecting, analyzing and interpreting data by observing what people do and say. Qualtitivity Proke research refers to the meanings, definitions, characteristics, symbols, metaphors, and description of things. Qualtitivity Proke research is much more subjective and uses very different methods of collecting information,mainly individual, in-depth interviews and focus groups.

The nature of this type of research is exploratory and open ended. Small number of people are interviewed in depth and or a relatively small number of focus groups are conducted. Qualtitivity Proke research can be further classified in the following type.

I. Phenomenology:-a form of research in which the researcher attempts to understand how one or more individuals experience a phenomenon. Eg:-we might interview 20 victims of bhopal tragedy.

II. Ethnography:- this type of research focuses on describing the culture of a group of people. A culture is the shared attributes, values, norms, practices, language, and material things of a group of people. Eg:-the researcher might decide to go and live with the tribal in Andaman island and study the culture and the educational practices.

III. Case study:-is a form of qualitative research that is focused on providing a detailed account of one or more cases. Eg:-we may study a classroom that was given a new curriculum for technology use.

IV. Grounded theory:- it is an inductive type of research,based or grounded in the observations of data from which it was developed; it uses a variety of data sources, including quantitative data, review of records, interviews, observation and surveys

V. Historical research:-it allows one to discuss past and present events in the context of the present condition, and allows one to reflect and provide possible answers to current issues and problems. Eg:-the lending pattern of business in the 19th century.

In addition to the above, we also have the descriptive research. Fundamental research, of which this is based on establishing various theories

Also the research is classified into:

  1. Descriptive research
  2. Analytical research
  3. Fundamental research
  4. Conceptual research
  5. Empirical research
  6. One time research or longitudinal research
  7. Field-setting research or laboratory research or simulation research
  8. Clinical or diagnostic research
  9. Exploratory research
  10. Historical research
  11. Conclusion oriented research
  12. Case study research
  13. Short term research

For academic writing help, focus on these criteria and tips on how to write a great research methodology for your academic article

This article is part of an ongoing series on academic writing help of scholarly articles. Previous parts explored how to write an introduction for a research paper and a literature review outline and format.

The Methodology section portrays the reasoning for the application of certain techniques and methods in the context of the study.

For your academic article, when you describe and explain your chosen methods it is very important to correlate them to your research questions and/or hypotheses. The description of the methods used should include enough details so that the study can be replicated by other Researchers, or at least repeated in a similar situation or framework.

Every stage of your research needs to be explained and justified with clear information on why you chose those particular methods, and how they help you answer your research question or purpose.

As the Authors, in this section you get to explain the rationale of your article for other Researchers. You should focus on answering the following questions:

  • How did you collect the data or how did you generate the data?
  • Which research methods did you use?
  • Why did you choose these methods and techniques?
  • How did you use these methods for analyzing the research question or problem?

The responses to these questions should be clear and precise, and the answers should be written in past tense.

First off, let’s establish the differences between research methods and research methodology.

Research Methods and Research Methodology

As an Academic and Author of valuable research papers, it’s important not to confuse these two terms.

Research Methodology Definition

Research Methodology refers the discussion regarding the specific methods chosen and used in a research paper. This discussion also encompasses the theoretical concepts that further provide information about the methods selection and application.

In other words, you should highlight how these theoretical concepts are connected with these methods in a larger knowledge framework and explain their relevance in examining the purpose, problem and questions of your study. Thus, the discussion that forms your academic article’s research methodology also incorporates an extensive literature review about similar methods, used by other Authors to examine a certain research subject.

Research Method Definition

A Research Method represents the technical steps involved in conducting the research. Details about the methods focus on characterizing and defining them, but also explaining your chosen techniques, and providing a full account on the procedures used for selecting, collecting and analyzing the data.

Important Tips for a Good Methodology Section

The methodology section is very important for the credibility of your article and for a professional academic writing style.

Data Collection or Generation for Your Academic Article

Readers, academics and other researchers need to know how the information used in your academic article was collected. The research methods used for collecting or generating data will influence the discoveries and, by extension, how you will interpret them and explain their contribution to general knowledge.

The most basic methods for data collection are:

Secondary data

Secondary data are data that have been previously collected or gathered for other purposes than the aim of the academic article’s study. This type of data is already available, in different forms, from a variety of sources.

Secondary data collection could lead to Internal or External secondary data research.

  • Internal secondary data research

    – particularly related to a company or organization, internal sources (such as sales data, financial data, operations-related data, etc.) can be easily attained and re-purposed to explore research questions about different aspects.

  • External secondary data research

    – represents a study that uses existing data on a certain research subject from government statistics, published market research reports from different organizations, international agencies (such as IMF, World Bank, etc.), and so on.

Primary data

Primary data represent data originated for the specific purpose of the study, with its research questions. The methods vary on how Authors and Researchers conduct an experiment, survey or study, but, in general, it uses a particular scientific method.

Primary data collection could lead to Quantitative and Qualitative research.

  • Quantitative research

    or empirical-analytical research focuses on a certain research purpose, with its complementary research questions and operational definitions of the variables to be measured. This type of study uses deductive reasoning and established theories as a foundation for the hypotheses that will be tested and explained.

  • Qualitative research

    or interpretative research focuses on analytically disclosing certain practices or behaviors, and then showing how these behaviors or practices can be grouped or clustered to lead to observable outcomes. This type of research is more subjective in nature, and requires careful interpretation of the variables.

Readers need to understand how the information was gathered or generated in a way that is consistent with research practices in a field of study. For instance, if you are using a multiple choice survey, the readers need to know which questionnaire items you have examined in your primary quantitative research. Similarly, if your academic article involves secondary data from FED or Eurostat it is important to mention the variables used in your study, their values, and their time-frame.

For primary research, that involve surveys, experiments or observations, for a valuable academic article, Authors should provide information about:

  • Study participants or group participants,
  • Inclusion or exclusion criteria

Selecting and Applying Research Methods

Establishing the main premises of methodology is pivotal for any research because a method or technique that is not reliable for a certain study context will lead to unreliable results, and the outcomes’ interpretation (and overall academic article) will not be valuable.

In most cases, there is a wide variety of methods and procedures that you can use to explore a research topic in your academic article. The methods section should fully explain the reasons for choosing a specific methodology or technique.

Also, it’s essential that you describe the specific research methods of data collection you are going to use, whether they are primary or secondary data collection.

For primary research methods, describe the surveys, interviews, observation methods, etc.

For secondary research methods, describe how the data was originally created, gathered and which institution created and published it.

Reasons for Choosing Specific Research Methods

For this aspect that characterizes a good research methodology, indicate how the research approach fits with the general study, considering the literature review outline and format, and the following sections.

The methods you choose should have a clear connection with the overall research approach and you need to explain the reasons for choosing the research techniques in your study, and how they help you towards understanding your study’s purpose.

A common limitation of academic articles found in research papers is that the premises of the methodology are not backed by reasons on how they help achieve the aims of the article.

Data Analysis Methods

This section should also focus on information on how you intend to analyze your results.

Describe how you plan and intend to achieve an accurate assessment of the hypotheses, relationships, patterns, trends, distributions associated with your data and research purpose.

The data type, how it was measured, and which statistical tests were conducted and performed, should be detailed and reported in an accurate manner.

For explaining the data analysis methods, you should aim to answer questions, such as:

  • Will your research be based on statistical analysis?
  • Will you use theoretical frameworks to help you (and your Readers) analyze a set of hypotheses or relationships?
  • Which data analysis methods will you choose?
  • Which other Authors or studies have used the same methods and should be cited in your academic article?

Issues to Avoid

There are certain aspects that you need to pay extra attention in relation to your research methodology section. The most common issues to avoid are:

  • Irrelevant details and complicated background information that provides too information and does not provide accurate understanding for Readers
  • Unnecessary description and explanations of basic or well-known procedures, for an academic audience who is already has a basin understanding of the study
  • For unconventional research approaches, it is important to provide accurate details and explain why your innovative method contributes to general knowledge (save more details for your Discussion/ Conclusion section in which you can highlight your contributions)
  • Research limitations and obstacles should be described in a separate section (Research Limitations)
  • The methodology should include sources and references that support your choice of methods and procedures, compared to the literature review that provides a general outlook and framework for your study.

Which aspects are you generally focusing on when writing your academic article’s research methodology section?

This blog series focuses on useful academic writing tips. Next, we discuss empirical analysis and results.

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