Key characteristics of quantitative research. Chapter 9: Quantitative Research Design Flashcards 2018-12-25

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When to Use Quantitative Methods

key characteristics of quantitative research

Studies involving a diverse sample of participants can test whether study results are replicated for various subgroups—for example, whether an intervention benefits men and women. Sometime the intervention or disease is not appropriate for randomization e. Longitudinal studies can focus on general, nonclinical populations. The methods section should be presented in the past tense. What issues do you want to clarify, and what practices and policies do you want it to influence? The design emerges as the study unfolds. However when words are translated to quantity in order to describe or to generalize, then the research is now called quantitatitive research.


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Quantitative Methods

key characteristics of quantitative research

However, when applied, they can help health education practitioners obtain a deeper understanding of the quality of published research. Face it, qualitative research is not a hard science that will continue to draw criticism from quantitative researchers. One example of the use of qualitative research can be the evaluation of how good or how bad is the taste of grilled steaks cooked at different temperatures rather than evaluating the temperature numerical value itself. Key Features Theory is data driven, and emerges as part of the research process, evolving from the data as they are collected. Doing quantitative research in the social sciences: An integrated approach to research design, measurement and statistics. The data can be used to look for cause and effect relationships and therefore, can be used to make predictions. Qualitative research Qualitative research takes an inductive approach and its methods were developed in the social sciences to enable researchers to study social and cultural phenomena.

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Features of Quantitative Research.

key characteristics of quantitative research

Nonexperimental work is often necessary before interventions can be justified. The discovery of grounded theory; strategies for qualitative research. As long as it is better defined, there is less chance of giving ambiguous answers. Such researchers emphasize the value-laden nature of inquiry. Empirical Political Analysis: Quantitative and Qualitative Research Methods.

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Quantitative research

key characteristics of quantitative research

Make sure that non-textual elements do not stand in isolation from the text but are being used to supplement the overall description of the results and to help clarify key points being made. Thus, knowledge of being in a study may cause people to change their behavior, thereby obscuring the effect of the research variables. Concerns inferences about whether relationships found for study participants might hold true for different people, conditions, and settings. But the debate about both traditions has commonly taken place in academic books. Yet correlational studies are susceptible to faulty interpretation because groups being compared have formed through self-selection.

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Exploring Characteristics of Qualitative Research

key characteristics of quantitative research

Research is used to test a theory and ultimately support or reject it. The two groups were matched by age and sex. Design decisions can influence whether statistical tests will actually be able to detect true relationships. Unlike positivist or experimental research that utilizes a linear and one-directional sequence of design steps, there is considerable variation in how a qualitative research study is organized. Additionally, as the primary instrument of investigation, qualitative researchers are often imbedded in the cultures and experiences of others. Explain your handling of missing data and why any missing data does not undermine the validity of your analysis. Data is in the form of words, pictures or objects.

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Qualitative versus Quantitative Research: Key points in a classic debate

key characteristics of quantitative research

In contrast, some qualitative research studies can be carried out in a systematic and logically ordered fashion that may be replicated relatively easily by other researchers. In any case, if a relationship is found, then its degree is identified by a number between —1. Matching In case-control studies both cases and controls are often matched on certain characteristics such as age, sex, income, and race. These questions, respectively, correspond to four aspects of a study's validity: 1 statistical conclusion validity 2 internal validity 3 external validity 4 construct validity. A famous research dictum is relevant: correlation does not prove causation. Video: Qualitative Vs Quantitative Research Conclusion An ideal research is one, which is conducted by considering both the methods, together.

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Overview of Quantitative Methods

key characteristics of quantitative research

Why should we believe your results? Involve collecting data multiple times over an extended period. Qualitative researchers also argue that most quantitative data is based on qualitative judgement, i. Key Components of a Scientific Research Publication The key components of a research publication should provide important information that is needed to assess the strengths and weaknesses of the research. The physical education teacher was interviewed, as well as other school personnel Kathy, students, teachers, administrators. Questions to ask yourself are: What do you specifically want to learn or understand by conducting this study? However, most research does not fit clearly into one category or the other. This section also presents recommendations on ways the study can help advance future health education and practice.


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Characteristics of Quantitative Research

key characteristics of quantitative research

This requires a large population, the numbers of which depend on how the characteristics of the population vary. What were the key findings from the data? This publication is designed to help provide practicing health educators with basic tools helpful to facilitate a better understanding of quantitative research. Thus, one aspect of a study's external validity concerns its sampling plan. By contrast, an experimenter looks at only a few variables at a time. By doing this, many relationships could be discovered in a short time. The principle of random selection of a population sample is applied to avoid biased interpretation of results. Quantitative methods presume to have an objective approach to studying research problems, where data is controlled and measured, to address the accumulation of facts, and to determine the causes of behavior.

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