11 The Scientific Process

Science as a Cycle

The scientific method alone is not enough to make real progress in accumulation of  scientific knowledge, but using it as the hub of a cyclic process has led to the massive rate of scientific and technological advancement we have seen over the last century.   Science can be thought of as a continuous process guided by with the scientific method as discussed in the following video:

Reinforcement Exercise

Modern science is done according to a complex process of checks and balances, such as replication and peer-review. This complexity emerged to help ensure the integrity of scientific results, but the process remains rooted in the basic scientific method. You can apply the basic scientific method every day, just as Jolene did, in order to ensure that you make informed decisions that aren’t overly  by inaccurate data, false logic, or your own preconceptions.

A flow diagram of the scientific cycle starts from personal and reported observations and moves into formulate question, then search existing knowledge. If the knowledge is found the chart ends. If not, it continues into formulating a testable hypothesis or model, making predictions, designing experiments, running experiments, analyzing data, comparing results to predictions and making conclusions, reporting results, peer review. Arrows indicate that the process is cyclic and repeated. A large X indicates that reporting results is not represented by the sensational headlines saying scientists have proven something. Peer reviewed reports are combined with other evidence to create a preponderance of evidence, which leads to discovery of common behavior described by laws and principles or theories that provide explanation of observations, all of which are combined to advance technology and inform decisions.
The complex modern scientific process built around the basic scientific method (within dashed lines).

The previous diagram illustrates the complex scientific process, but also highlights the basic scientific method that Jolene used in the previous example, on which the whole process is built. After observation, the basic follows the green and yellow boxes within the dotted line in the diagram below. Generally speaking, the green boxes comprise theoretical science and the yellow boxes comprise experimental science. These days most scientists participate in some or all parts of both categories and collaborate with other scientists to complete the process.

The uncertainty associated with all measurements means that science cannot prove anything, despite what the media often claims. Instead, the scientific process produces reviewed and reproduced conclusions that account for uncertainty. (We will learn how scientists recognize and deal with uncertainty in the next chapter).  Scientific conclusions provide evidence for or against .

Laws, Principles and Theories

Laws

When a certain behavior is repeatedly observed across many systems of many sizes and time periods, then the behavior becomes a . A law is not an explanation of the observed behavior. For example, the states that the when a system does work and/or loses heat, the internal energy of the system must drop by an amount equal to the work done plus the heat lost.

Principles

Principles summarize rules created based on collections of laws and followed by scientists when formulating hypotheses, designing experiments, analyzing results. For example, the principle of conservation of energy states that energy cannot be created or destroyed, only transferred. The supports the principle of conservation of energy.

Theories

When a preponderance of evidence supports a particular explanation for observed occurrences (phenomena), then the explanation becomes a .  Laws, principles, and theories are what the general public and media often refer to as scientific facts, but we don’t need to introduce another definition so we won’t use fact here. We will combine and apply a variety of laws, principles, and theories to understand how the body functions.

Reinforcement Exercises

 

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