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 When you decide to gather numerical data from your target audience the research method you use is called quantitative research. In this research, you make use of closed-ended questions where the answer options are associated with a numerical value. Once you have collected the value you use analysis tools to turn them into insights. This sums up the process of conducting quantitative research. However, there are five types of quantitative research based on the approach you use to collect the data. And, the purpose of this blog is to explore these five types. What is Quantitative Research?Quantitative research refers to the collection and evaluation of numerical data to test a hypothesis or to identify patterns and correlations within the numbers. Quantitative research is different from qualitative research which involves the collection and evaluation of non-numerical data. Quantitative research is concerned with identifying the facts about different social phenomena. It employs the use of statistical data so that numerical comparisons and statistical inferences can be made in an attempt to verify or refute the hypothesis of the study. Conduct Quantitative Research with Voxco Download the Guide and gather objective as well as conclusive insights. What are the types of quantitative research?There are five main types of quantitative research designs and they are:
These five types of research explain five different ways you can gather quantitative data. These five methodologies also vary due to the different procedures each type undertakes. Each approach helps gather insightful data that can help you in making confident decisions. Let’s explore these five types in detail. 1. Descriptive Research DesignDescriptive research is used to understand a phenomenon, a situation, or a population. Unlike experimental research, descriptive research does not involve the manipulation of certain variables. Rather, it seeks only to observe and measure the variables in order to investigate them. Among the types of quantitative research, this design is used when trying to identify characteristics, categories, and trends. The most common methods of collecting descriptive research are case studies, observations, and surveys. 2. Survey ResearchSurveys are the most popular and common method to gather data. You can ask multiple questions to a wide population. The data analysis is also simple since you can use an online survey software that automatically analyzes data for you. You can choose to conduct surveys in two ways – cross-sectional and longitudinal.
3. Correlational Research DesignCorrelational research is a non-experimental research method used to identify a relationship between two variables with no influence from any extraneous variable. Among the types of quantitative research, this design can help you recognize patterns and trends in the feedback you gather. For example, an ice cream brand can use this methodology to identify the relationship between weather (temperature) and ice cream sales. The correlation between the two variables will reflect the direction and/or strength of their relationship.
4. Quasi-Experimental Research DesignSimilar to the experimental research design, quasi-experimental research also aims to identify a cause-and-effect relationship between two variables; an independent variable and a dependent variable. However, quasi-experiment involves subjects being assigned to groups based on non-random criteria. Among the types of quantitative research, this design is often employed when true experiments cannot be carried out due to practical or ethical reasons. A notable advantage of this design is that it has higher external validity than most true experiments, as it often involves real-world interventions as opposed to an artificial laboratory setting. 5. Experimental Research DesignExperimental research, also known as true experimentation, aims to measure the effect of one or more independent variables on one or more dependent variables with the use of the scientific method. This is done by manipulating the independent variable to study its effects on the dependent variable. The experimental research design involves conducting a set of procedures to test the hypothesis of the study. Subjects within experimental research are randomly assigned to groups rather than being assigned to groups using non-random criteria. Wrapping up;In quantitative research, the data you gather is collected and presented in its numerical value. There are five types of quantitative research approaches you can use to gather the desired data. This concludes our article on introducing the five quantitative research designs. In research, the quantitative data needs to have statistical significance in order for it to be a proper representation of the target population. For this reason, researchers often use online survey software to conduct quantitative research. The tool can help you build a target panel of respondents and also distribute your surveys across various channels.
Qualitative ResearchFebruary 26, 2021 No Comments SURVEY METHODOLOGIES Qualitative Research Try a free Voxco Online sample survey! Unlock your Sample Survey SHARE THE ARTICLE ON Share on facebook Share on twitter Read More » Non-experimental designOctober 1, 2021 No Comments Non-experimental design SHARE THE ARTICLE ON Table of Contents What is non-experimental design? While working with non-experimental design, researchers do not evaluate the independent variable. Read More » Employee turnover: A guideFebruary 28, 2022 No Comments Employee turnover: A guide SHARE THE ARTICLE ON Share on facebook Share on twitter Share on linkedin Table of Contents What do you mean by Read More » Cloud Contact Center WorkflowApril 27, 2021 No Comments Contact Center Workflow Management: Improve Contact Center Productivity Try a free Voxco Online sample survey! Unlock your Sample Survey SHARE THE ARTICLE ON Share on Read More » What type of study design shows cause/effect designs?experimental research
attempts to establish cause- effect relationships among the variables. These types of design are very similar to true experiments, but with some key differences.
What is the type of research design used in the study?The design of research can be either qualitative, quantitative, or mixed. Under these research designs, researchers can choose between different types of research methods; experimental studies, surveys, correlational studies, or quasi-experimental review studies.
Which research design is the best choice for establishing causeExperimental research allows the researcher to control the situation. In so doing, it allows researchers to answer the question, “what causes something to occur?” Permits the researcher to identify cause and effect relationships between variables and to distinguish placebo effects from treatment effects.
What type of research design is needed to determine whether some program or treatment causes an outcome?The RCT is the most rigorous design to determine whether some factor (exposure) causes an outcome. Using this design, participants are randomly allocated to be or not be exposed to a potential causative agent and then followed up to compare the number in each group who experience the outcome.
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