A theoretical framework guides your research, determining what things you will measure, and what statistical relationships you will look for. Theoretical frameworks are obviously critical in deductive, theory-testing sorts of studies see Kinds of Research for more information.
Bibliography Definition Quantitative methods emphasize objective measurements and the statistical, mathematical, or numerical analysis of data collected through polls, questionnaires, and surveys, or by manipulating pre-existing statistical data using computational Theoretical definition in research.
Quantitative research focuses on gathering numerical data and generalizing it across groups of people or to explain a particular phenomenon. The Practice of Social Research. Wadsworth Cengage, ; Muijs, Daniel.
Characteristics of Quantitative Research Your goal in conducting quantitative research study is to determine the relationship between one thing [an independent variable] and another [a dependent or outcome variable] within a population. Quantitative research designs are either descriptive [subjects usually measured once] or experimental [subjects measured before and after a treatment].
A descriptive study establishes only associations between variables; an experimental study establishes causality. Quantitative research deals in numbers, logic, and an objective stance. Quantitative research focuses on numeric and unchanging data and detailed, convergent reasoning rather than divergent reasoning [i.
Its main characteristics are: The data is usually gathered using structured research instruments.
The results are based on larger sample sizes that are representative of the population. The research study can usually be replicated or repeated, given its high reliability. Researcher has a clearly defined research question to which objective answers are sought.
All aspects of the study are carefully designed before data is collected. Data are in the form of numbers and statistics, often arranged in tables, charts, figures, or other non-textual forms.
Project can be used to generalize concepts more widely, predict future results, or investigate causal relationships. Researcher uses tools, such as questionnaires or computer software, to collect numerical data. The overarching aim of a quantitative research study is to classify features, count them, and construct statistical models in an attempt to explain what is observed.
Things to keep in mind when reporting the results of a study using quantitative methods: Explain the data collected and their statistical treatment as well as all relevant results in relation to the research problem you are investigating.
Interpretation of results is not appropriate in this section. Report unanticipated events that occurred during your data collection. Explain how the actual analysis differs from the planned analysis. Explain your handling of missing data and why any missing data does not undermine the validity of your analysis.
Explain the techniques you used to "clean" your data set. Choose a minimally sufficient statistical procedure; provide a rationale for its use and a reference for it. Specify any computer programs used.
Describe the assumptions for each procedure and the steps you took to ensure that they were not violated. When using inferential statistics, provide the descriptive statistics, confidence intervals, and sample sizes for each variable as well as the value of the test statistic, its direction, the degrees of freedom, and the significance level [report the actual p value].
Avoid inferring causality, particularly in nonrandomized designs or without further experimentation. Use tables to provide exact values; use figures to convey global effects.
Keep figures small in size; include graphic representations of confidence intervals whenever possible. Always tell the reader what to look for in tables and figures.
When using pre-existing statistical data gathered and made available by anyone other than yourself [e. Wadsworth Cengage, ; Brians, Craig Leonard et al.
Quantitative and Qualitative Research Methods. Longman, ; McNabb, David E.
Quantitative and Qualitative Approaches. Sharpe, ; Quantitative Research Methods. Colorado State University; Singh, Kultar. Quantitative Social Research Methods.
Basic Research Design for Quantitative Studies Before designing a quantitative research study, you must decide whether it will be descriptive or experimental because this will dictate how you gather, analyze, and interpret the results.The theoretical framework is presented in the early section of a dissertation and provides the rationale for conducting your research to investigate a particular research problem.
Consider the theoretical framework as a conceptual model that establishes a sense of structure that guides your research.
Definition of theoretical for English Language Learners: relating to what is possible or imagined rather than to what is known to be true or real: relating to the general principles or ideas of a subject rather than the practical uses of those ideas.
Learn More about theoretical. School of Distance Education Theoretical Perspectives in Sociology Page 5 DEVELOPMENT OF SOCIOLOGICAL THEORY Definition A Theory is a set of interrelated concepts used to describe, explain, and predict how.
Definition. The process of selecting "incidents, slices of life, time periods, or people on the basis of their potential manifestation or representation of important theoretical constructs" (Patton, , p. ).
Integrative leadership is an emerging leadership approach that fosters collective action across many types of boundaries in order to achieve the common good. It brings together leadership concepts and practice rooted in five major sectors of society—business, government, nonprofits, media, and. Survey Definition & Types. If you've ever been sitting at a train station, a particular lecturer's classroom, or in a public area and a person with a stack of papers in his hands comes up to you. The theoretical framework is the structure that can hold or support a theory of a research study. The theoretical framework introduces and describes the theory .
In an organizational context, a process of profound and radical change that orients an organization in a new direction and takes it to an entirely different level of initiativeblog.com 'turnaround' (which implies incremental progress on the same plane) transformation implies a basic change of character and little or no resemblance with the past configuration or structure.
Theory-building research seeks to find similarities across many different domains to increase its abstraction level and its importance.
The procedure for good theory-building research follows the definition of theory: it defines the variables, specifies the domain, builds internally consistent relationships, and makes specific predictions.