Researchers gather empirical evidence through experimentation or observation.
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Empirical evidence is information acquired by observation or experimentation. This data is recorded and analyzed by scientists and is a central process as part of the scientific method.
The scientific method
The scientific method begins with scientists forming questions, or hypotheses, and then acquiring the knowledge to either support or disprove a specific theory. That is where the collection of empirical data comes into play. Empirical research is the process of finding empirical evidence. Empirical data is the information that comes from the research.
Before any pieces of empirical data are collected, scientists carefully design their research methods to ensure the accuracy, quality and integrity of the data. If there are flaws in the way that empirical data is collected, the research will not be considered valid.
The scientific method often involves lab experiments that are repeated over and over, and these experiments result in quantitative data in the form of numbers and statistics. However, that is not the only process used for gathering information to support or refute a theory.
Types of empirical research
"Empirical evidence includes measurements or data collected through direct observation or experimentation," said Jaime Tanner, a professor of biology at Marlboro College, in Marlboro, Vermont. There are two research methods used to gather empirical measurements and data: qualitative and quantitative.
Qualitative research, often used in the social sciences, examines the reasons behind human behavior, according to Oklahoma State University. It involves data that can be found using the human senses. This type of research is often done in the beginning of an experiment.
Quantitative research involves methods that are used to collect numerical data and analyze it using statistical methods, according to the IT University of Copenhagen. Quantitative numerical data can be any data that uses measurements, including mass, size or volume, according to Midwestern State University, in Wichita Falls, Texas. This type of research is often used at the end of an experiment to refine and test the previous research.
Identifying empirical evidence
Identifying empirical evidence in another researcher's experiments can sometimes be difficult. According to the Pennsylvania State University Libraries, there are some things one can look for when determining if evidence is empirical:
- Can the experiment be recreated and tested?
- Does the experiment have a statement about the methodology, tools and controls used?
- Is there a definition of the group or phenomena being studied?
The objective of science is that all empirical data that has been gathered through observation, experience and experimentation is without bias. The strength of any scientific research depends on the ability to gather and analyze empirical data in the most unbiased and controlled fashion possible.
However, in the 1960s, scientific historian and philosopher Thomas Kuhn promoted the idea that scientists can be influenced by prior beliefs and experiences, according to the Center for the Study of Language and Information.
Because scientists are human and prone to error, empirical data is often gathered by multiple scientists who independently replicate experiments. This also guards against scientists who unconsciously, or in rare cases consciously, veer from the prescribed research parameters, which could skew the results.
The recording of empirical data is also crucial to the scientific method, as science can only be advanced if data is shared and analyzed. Peer review of empirical data is essential to protect against bad science, according to the University of California.
Empirical law vs. scientific law
Empirical laws and scientific laws are often the same thing. "Laws are descriptions — often mathematical descriptions — of natural phenomenon," Peter Coppinger, associate professor of biology and biomedical engineering at the Rose-Hulman Institute of Technology, told Live Science. Empirical laws are scientific laws that can be proven or disproved using observations or experiments, according to the Merriam-Webster Dictionary. So, as long as a scientific law can be tested using experiments or observations, it is considered an empirical law.
- What Is Science? The Scientific Method
- What Is a Scientific Hypothesis?
- What Is a Scientific Theory?
- What Is a Law in Science?
- Deductive Reasoning vs. Inductive Reasoning
- U.S. National Library of Medicine: Empirical Evidence of Bias
- IT University of Copenhagen: Empirical Research Methods
- Mississippi State University: Empirical Research Tutorial