Why do researchers use theories in quantitative research?

A scoping review of theories used to investigate clinician adherence to clinical practice guidelines.

Stewart D, Al Hail M, Al-Shaibi S, Hussain TA, Abdelkader NN, Pallivalapila A, Thomas B, El Kassem W, Hanssens Y, Nazar Z. Stewart D, et al. Int J Clin Pharm. 2022 Nov 16. doi: 10.1007/s11096-022-01490-9. Online ahead of print. Int J Clin Pharm. 2022. PMID: 36385205

journalpapers.org- A theory in quantitative research is an interrelated set of constructs (or variables) formed into propositions, or hypotheses, that specifies the relationship among variables (typically in terms of magni­tude or direction).

Why do researchers use theories in quantitative research?

A theory might appear in a research study as an argu­ment, a discussion, a figure, or a rationale, and it helps to explain (or predict) phenomena that occur in the world. Labovitz and Hagedorn (1971) added to this definition the idea of a theoretical rationale, which they defined as “specifying how and why the variables and relational statements are interrelated" (p. 17). Why would an independent variable, X, influence or affect a dependent variable, Y? The theory would provide the explana­tion for this expectation or prediction.

A discussion about this theory would appear in a section of a proposal on the literature review or in a separate section called the theory base, the theoretical rationale, or the theoretical perspective. I prefer the term theoretical perspective because it has been popularly used as a required section for proposals for research when one submits an application to present a paper at the American Educational Research Association conference.

The metaphor of a rainbow can help to visualize how a theory operates. Assume that the rainbow bridges the independent and dependent variables (or constructs) in a study. This rainbow ties together the variables and pro¬vides an overarching explanation for how and why one would expect the independent variable to explain or predict the dependent variable.

Theories develop when researchers test a prediction over and over. For example, here is how the process of developing a theory works. Investigators combine inde­pendent. mediating, and dependent variables into questions based on differ­ent forms of measures. 1 these questions provide information about the type of relationship (positive, negative, or unknown) and its magnitude (e.g., high or low).

Forming this information into a predictive statement (hypothesis), a researcher might write, The greater the centralization of power in leaders, the greater the disenfranchisement of the followers." When researchers test hypotheses such as this over and over in different settings and with different populations (e.g., the Boy Scouts, a Presbyterian church, the Rotary Club, and a group of high school students), a theory emerges, and someone gives it a name (e.g.. a theory of attribution).

Another aspect of theories is that they vary in their breadth of coverage. Neuman (2009) reviewed theories at three levels: (a) micro-level, (b) meso- t vt . and (c) macro-level. Micro-level theories provide explanations limited to small slices of time, space, or numbers of people, such as Goffman’s Theory o ace work, which explains how people engage in rituals during lace-to-face interactions.

Meso-level theories link the micro and macro levels. These are theories of organizations, social movement, or communi­ties, such as Collins’s theory of control in organizations. Macro-level theo­ries explain larger aggregates, such as social institutions, cultural systems, and whole societies. Lenski’s macro-level theory of social stratification, for example, explains how the amount of surplus a society produces increases with the development of the society.

Theories are found in the social science disciplines of psychology, sociol­ogy, anthropology, education, and economics, as well as within many sub­fields. To locate and read about these theories requires searching literature databases (e.g., Psychological Abstracts, Sociological Abstracts) or reviewing guides to the literature about theories (e.g., see Webb, Beals. & White. 1986). 

Intended for healthcare professionals

Practice Qualitative Research BMJ 2008; 337 doi: https://doi.org/10.1136/bmj.a949 (Published 07 August 2008) Cite this as: BMJ 2008;337:a949

Why do researchers use theories in quantitative research?

There is a place for theory in all the three approaches to research namely mixed, quantitative, and qualitative methods. In a qualitative approach, a concept is used to offer the probabilities and clarifications among parameters being studied. The theory forms a bridge among the variables. On the other hand, in qualitative research, a theory is employed to bring wide explanations on the variables being studied. In fact, it can also act as a perspective or theoretical lens that raises questions across several categories or groups or an inductive generalization from the collection and analysis of data. Finally, studies show that mixed approach brings together the two approaches namely qualitative and quantitative.

Our experts can deliver a customized essay tailored to your instructions

for only $13.00 $11.05/page

308 qualified specialists online

Introduction

Theory plays an important role in mixed, quantitative, and qualitative research techniques. In quantitative approach, the researcher normally gets answers to the questions by testing theories. In qualitative research on the other hand, the researcher might come up with a theory as the end-result of a project or use it at the beginning to act as a guide to the questions and focus of the research (Thomas, 1997).

The role of theory in quantitative research

A theory is defined in quantitative research as a group of related variables brought together in hypotheses or propositions that give light on the relationship between the aspects of direction and magnitude among various variables. Theory is used as a predictor of occurrences. In most cases, carrying out of several tests on the predictions may lead to the development of a theory (Flinders & Mills, 1993).

The use of theories in quantitative research is deductive and such theories are found at the start of the study’s proposal. The objective is usually to verify or test a theory as the researcher collects data used to verify the accuracy of the theory to confirm or deny it based on the results. Theory forms a framework upon which the entire study is based thus forming the criteria for data collection and the basis of the hypotheses and questions (Reynolds, 2007).

The role of theory in qualitative research

One of the main uses of theory in quantitative research is for the explanation of attitudes and behaviors. In fact, the usage usually comes up with hypotheses, constructs and variables. Researchers can also use a perspective or a theoretical lens in their research. The lens becomes a determinant or guide on the data collection procedures and methods, types of questions, an approach of data analysis as well as gives direction on what changes should be made or actions to be taken. The application helps the researcher to get the direction on important issues and areas of focus as well as how to be place himself in the study in a way that will be balanced (Reynolds, 2007).

In a qualitative research, there are instances when a theory can become an end. The process starts with collecting sufficient information and putting the information into themes or categories. The themes are developed into wider theories or patterns that can then be compared to the literature already in existence or the experiences at personal level (Creswell, 2009).

The role of theory in mixed methods

There are studies that use theory both in a deductive way to test and verify (quantitative theory) and in an inductive way to show the emergence of a pattern (qualitative theory). Nursing and collective discipline concepts can form an outline for investigating qualitative and quantitative surveys. A perspective of a theoretical lens can also be used in a study to understand several aspects of diversity like sexual orientation, disability, ethnicity, race or gender (Mertens, 2003).

On-Time Delivery! Get your 100% customized paper done in

as little as 3 hours

The use of theoretical lens in a mixed study gives focus on a research that is action oriented and based on values. The approach usually suggests applying divergent methods, focusing on action solutions and bringing together the commitment to the values of various traditions.

Conclusion

As illustrated above, theory has a role to play in mixed, qualitative, and quantitative studies. Theory guides in the formation of hypotheses, questions, data collection and analysis procedures. A theory therefore plays a part in selecting an approach for a study. However, a theory may not be used the same way for all researches given that studies employ different methods during data collection and analysis.

References

Creswell, J. (2009). Research design: Qualitative, quantitative, and mixed methods approaches. Thousand Oaks, CA: Sage Publications.

Flinders, D., & Mills, G. (1993). Theories and concepts in qualitative research: Perspectives from the field. New York, NY: Teachers College Press, Teachers College, Columbia University.

Mertens, D. (2003). Mixed methods and the politics of human research: The transformative-emancipatory perspective (Handbook of mixed methods in social and behavioral research). Thousand Oaks, CA: Sage.

Reynolds, P. (2007). A primer in theory construction. Boston, MA: Pearson Education.

Thomas, G. (1997). What’s the use of theory? Harvard Educational Review, 67(1), 75-104.

We’ll deliver a custom paper tailored to your requirements.

Cut 15% off your first order