Example of conceptual framework in quantitative research

Conceptual Framework Research

A conceptual framework is a synthetization of interrelated components and variables which help in solving a real-world problem. It is the final lens used for viewing the deductive resolution of an identified issue (Imenda, 2014). The development of a conceptual framework begins with a deductive assumption that a problem exists, and the application of processes, procedures, functional approach, models, or theory may be used for problem resolution (Zackoff et al., 2019). The application of theory in traditional theoretical research is to understand, explain, and predict phenomena (Swanson, 2013). In applied research the application of theory in problem solving focuses on how theory in conjunction with practice (applied action) and procedures (functional approach) frames vision, thinking, and action towards problem resolution. The inclusion of theory in a conceptual framework is not focused on validation or devaluation of applied theories. A concise way of viewing the conceptual framework is a list of understood fact-based conditions that presents the researcher’s prescribed thinking for solving the identified problem. These conditions provide a methodological rationale of interrelated ideas and approaches for beginning, executing, and defining the outcome of problem resolution efforts (Leshem & Trafford, 2007).

The term conceptual framework and theoretical framework are often and erroneously used interchangeably (Grant & Osanloo, 2014). Just as with traditional research, a theory does not or cannot be expected to explain all phenomenal conditions, a conceptual framework is not a random identification of disparate ideas meant to incase a problem. Instead it is a means of identifying and constructing for the researcher and reader alike an epistemological mindset and a functional worldview approach to the identified problem.

References

Grant, C., & Osanloo, A. (2014). Understanding, Selecting, and Integrating a Theoretical Framework in Dissertation Research: Creating the Blueprint for Your “House.” Administrative Issues Journal: Connecting Education, Practice, and Research, 4(2), 12–26

Imenda, S. (2014). Is There a Conceptual Difference between Theoretical and Conceptual Frameworks? Sosyal Bilimler Dergisi/Journal of Social Sciences, 38(2), 185.

Leshem, S., & Trafford, V. (2007). Overlooking the conceptual framework. Innovations in Education & Teaching International, 44(1), 93–105. //doi-org.proxy1.ncu.edu/10.1080/14703290601081407

Swanson, R. (2013). Theory building in applied disciplines. San Francisco: Berrett-Koehler Publishers.

Zackoff, M. W., Real, F. J., Klein, M. D., Abramson, E. L., Li, S.-T. T., & Gusic, M. E. (2019). Enhancing Educational Scholarship Through Conceptual Frameworks: A Challenge and Roadmap for Medical Educators. Academic Pediatrics, 19(2), 135–141. //doi-org.proxy1.ncu.edu/10.1016/j.acap.2018.08.003

Conceptual framework vs. Theoretical framework – and constructing each

The terms ‘conceptual framework’ and ‘theoretical framework’ are commonly used in referring to the overall structure that shapes a research project. However, there are subtle differences between the two. This article sets out to clarify these differences along with providing pointers on how to go about constructing each framework.

Let’s begin by seeing the difference between a concept and a theory.

Concept vs. theory

  • A concept is an idea that has been formally developed and organised.
  • A theory is a set of concepts, models, principles, definitions etc. that make sense of a phenomenon by determining relationships among variables. Theories are established and validated by experiments and evidence. 

Purpose of conceptual framework

A conceptual framework is like a roadmap for your study, helping you visualise your research project and put it into action. It defines the relevant variables for your study and maps out how they might relate to each other. 

Conceptual frameworks have different uses in different types of studies.

  • In quantitative studies, a conceptual framework might be used to determine survey questions or data points, or to generate a hypothesis for explanations and predictions.
  • In qualitative studies, a conceptual framework might be used to provide a working hypothesis or a set of research questions, or to identify or explore categories in descriptive research.

Purpose of theoretical framework

A theoretical framework introduces and describes the theory/theories underpinning the research problem. Thus, theoretical frameworks support research by describing and/or drawing from relevant theoretical aspects obtained in previous work.

Note:

  • In master’sresearch, there might be one or two theoretical frameworks.
  • For a PhD, which warrants original research that provides a substantial contribution of new knowledge, three or more theoretical frameworks might be involved.

Here’s a summary of the key differences between the two frameworks.

Conceptual Framework Theoretical Framework
It is more about the approach that a researcher takes in answering a research question. It is developed from existing theory/theories.
It is derived from concepts. It is derived from theory.
A conceptual framework is composed of several concepts. Further, a conceptual framework may include a theoretical framework. By itself, one theory alone can serve as a theoretical framework.
Conceptual frameworks identify factors influencing a particular field, e.g., exploration of ‘masquerade’ mimicry in animals based on phenomena such as protective mimicry, crypsis and aposematism. A theoretical framework arises from outcomes beyond a single study, based on one or more theories, e.g. Darwin’s theory of evolution by natural selection.

Constructing a conceptual framework

A conceptual framework is created before you start your experiments. It may be in a written or diagrammatic format, representing expected relationships between variables. You can even combine or modify existing frameworks. 

Constructing a theoretical framework

  1. Read and review the literature to identify long-standing themes and the main concern(s) for the inquiry.
  2. List all constructs and variables and consider how the variables are related to a theory. 

Conceptual and theoretical frameworks: Example

Suppose you want to investigate if nutmeg finches visiting bird feeders in cities have better fitness than those in the wild. You will develop a conceptual framework outlining the variables to study and how you expect them to relate to each other (see Figure 1). 

Your conceptual framework may include a theoretical framework as well: say, you want to relate the observed phenomena with certain ecological theories. In the example in Figure 1, the ‘optimal search theory’ and ‘optimal foraging theory’ provide a lens through which the variables should be explored.

Figure 1. Example of a conceptual framework for a fictional study about the fitness of nutmeg finches visiting bird feeders versus those foraging in the wild.

End note

It is important to develop these frameworks in the early stages of your study to guide your thinking and enable you to visualise linkages between various concepts and theories. A framework can make research findings more meaningful, providing a solid foundation for the study.

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How do you write a conceptual framework in quantitative research?

Table of contents.
Developing a conceptual framework in research..
Step 1: Choose your research question..
Step 2: Select your independent and dependent variables..
Step 3: Visualize your cause-and-effect relationship..
Step 4: Identify other influencing variables..
Frequently asked questions about conceptual models..

What are some examples of conceptual frameworks?

Several types of conceptual frameworks have been identified, and line up with a research purpose in the following ways: Working hypothesis – exploration or exploratory research. Pillar questions – exploration or exploratory research. Descriptive categories – description or descriptive research.

What is quantitative conceptual framework?

Conceptual frameworks have different uses in different types of studies. In quantitative studies, a conceptual framework might be used to determine survey questions or data points, or to generate a hypothesis for explanations and predictions.

Are there conceptual framework in quantitative research?

In quantitative research, a conceptual framework can be used to synthesise the literature and theoretical concepts at the beginning of the study to present a model that will be tested in the statistical analysis of the research.

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