In general, a scientific law is the description of an observed phenomenon. It doesn't explain why the phenomenon exists or what causes it. The explanation of the phenomenon is called a scientific theory. It is a misconception that theories turn into laws with enough research.
"In science, laws are a starting place," said Peter Coppinger, an associate professor of biology and biomedical engineering at the Rose-Hulman Institute of Technology. "From there, scientists can then ask the questions, 'Why and how?'"
Scientific theory vs. scientific law
Both scientific laws and theories are supported by a large body of empirical data and are widely accepted by the vast majority of scientists within a discipline. Both also help unify a particular field of scientific study. However, theories and laws, as well as hypotheses, are separate parts of the scientific method.
"Hypotheses, theories and laws are rather like apples, oranges and kumquats: one cannot grow into another, no matter how much fertilizer and water are offered," according to University of California. A hypothesis is a limited explanation of a phenomenon; a scientific theory is an in-depth explanation of the observed phenomenon. A law is a statement about an observed phenomenon or a unifying concept, according to Kennesaw State University.
"There are four major concepts in science: facts, hypotheses, laws, and theories," Coppinger told Live Science. "Laws are descriptions — often mathematical descriptions — of natural phenomenon; for example, Newton’s Law of Gravity or Mendel’s Law of Independent Assortment. These laws simply describe the observation. Not how or why they work."
Coppinger pointed out that the Law of Gravity was discovered by Newton in the 17th century. This law mathematically describes how two different bodies in the universe interact with each other. However, Newton’s law doesn’t explain what gravity is, or how it works. It wasn’t until three centuries later, when Albert Einstein developed the Theory of Relativity, that scientists began to understand what gravity is, and how it works.
"Newton’s law is useful to scientists in that astrophysicists can use this centuries-old law to land robots on Mars. But it doesn’t explain how gravity works, or what it is. Similarly, Mendel’s Law of Independent Assortment describes how different traits are passed from parent to offspring, not how or why it happens," Coppinger said.
Another example of the difference between a theory and a law would be the case of Gregor Mendel. Mendel discovered that two different genetic traits would appear independently of each other in different offspring. "Yet Mendel knew nothing of DNA or chromosomes. It wasn’t until a century later that scientists discovered DNA and chromosomes — the biochemical explanation of Mendel’s laws. It was only then that scientists, such as T.H. Morgan working with fruit flies, explained the Law of Independent Assortment using the theory of chromosomal inheritance. Still today, this is the universally accepted explanation (theory) for Mendel’s Law," Coppinger said.
Laws and mathematics
Many scientific laws can be boiled down to a mathematical equation. For example, Newton's Law of Universal Gravitation states:
Fg = G (m1 ∙ m2) / d2
Fg is the force of gravity; G is the universal gravitational constant, which can be measured; m1 and m2 are the masses of the two objects, and d is the distance between them, according to Ohio State University.
Another example of where mathematics influences scientific law is probabilities. "My favorite scientific law is that we live in a probabilistic world, not a deterministic one. With large numbers, probability always works. The house always wins," said Dr. Sylvia Wassertheil-Smoller, a professor at Albert Einstein College of Medicine. "We can calculate the probability of an event and we can determine how certain we are of our estimate, but there is always a trade-off between precision and certainty. This is known as the confidence interval. For example, we can be 95 percent certain that what we are trying to estimate lies within a certain range or we can be more certain, say 99 percent certain, that it lies within a wider range. Just like in life in general, we must accept that there is a trade-off."
Do laws change?
Just because an idea becomes a law, doesn't mean that it can't be changed through scientific research in the future. The use of the word "law" by laymen and scientists differ. When most people talk about a law, they mean something that is absolute. A scientific law is much more flexible. It can have exceptions, be proven wrong or evolve over time, according to the University of California.
"A good scientist is one who always asks the question, 'How can I show myself wrong?'" Coppinger said. "In regards to the Law of Gravity or the Law of Independent Assortment, continual testing and observations have 'tweaked' these laws. Exceptions have been found. For example, Newton’s Law of Gravity breaks down when looking at the quantum (sub-atomic) level. Mendel’s Law of Independent Assortment breaks down when traits are “linked” on the same chromosome."
- University of California-Berkeley: Understanding Science
- Midwestern State University: What to Expect, the Scientific Method and Metrics
- Kennesaw State University: Scientific Laws and Theories