When talking about researching and data collection processes, it’s hard not to mention the two major categories of research – quantitative and qualitative. Some students might feel frustrated about these two types and not really understand what they are and how to use them in their papers. So, we have prepared a complete guide that will tell you everything that you should know to conduct in-depth research for your academic works.
Definition
Quantitative research is the process of gathering various numerical data in order to study some phenomenon or case. This raw data is later transformed into graphs and tables, proceeded, and analyzed. It commonly uses measurable data to test theories and assumptions, discover patterns, and formulate facts. Quantitative research is commonly transformed into statistics that later can be combined with qualitative research results in order to develop ideas and hypotheses.Methods
There are four types of quantitative research methods that are commonly used in various studies:- Experimental research
- Correlational research
- Causal-comparative research
- Descriptive research
Experimental research
Experimental research is a quantitative method that aims to prove or disprove a hypothesis (in some cases, a number of hypotheses). It is one of the most common research methods in science (commonly natural sciences, such as biology or physics) and establishes the causes and effects of various phenomena. Every student faces experimental research in the lab during their science classes, so it’s easy to understand the specifics, such as the combination of practical and theoretical knowledge, the variety of possible outcomes, etc. There are three types of experimental research design:- Pre-experimental research design – is a design where an experimental group (or a number of groups) is observed and studied without comparing it to a control group. It is named so due to its main purpose – to define if the further study should be done.
- Quasi-experimental research design – is a design that implies selecting groups without any random assignment or pre-selection process.
- True experimental research design – is a design where researchers have control over the variabilities and randomized assignment of control and test groups. This is the most accurate type of research design.