Qualitative properties are properties that are observed and can generally not be measured with a numerical result.
They are contrasted to
quantitative properties which have numerical characteristics.
Some engineering and scientific properties are qualitative. A
test method
A test method is a method for a test in science or engineering, such as a physical test, chemical test, or statistical test. It is a definitive procedure that produces a test result. In order to ensure accurate and relevant test results, a test ...
can result in qualitative data about something. This can be a categorical result or a
binary classification (e.g., pass/fail,
go/no go,
conform
Conformity is the act of matching attitudes, beliefs, and behaviors to group norms, politics or being like-minded. Norms are implicit, specific rules, shared by a group of individuals, that guide their interactions with others. People often choo ...
/non-conform). It can sometimes be an engineering judgement.
The data that all share a qualitative property form a
nominal category. A variable which codes for the presence or absence of such a property is called a binary
categorical variable, or equivalently a
dummy variable.
In businesses
Some important qualitative properties that concern businesses are:
Human factors, '
human work capital
Humans (''Homo sapiens'') are the most abundant and widespread species of primate, characterized by bipedalism and exceptional cognitive skills due to a large and complex brain. This has enabled the development of advanced tools, culture, an ...
' is probably one of the most important issues that deals with qualitative properties. Some common aspects are work,
motivation
Motivation is the reason for which humans and other animals initiate, continue, or terminate a behavior at a given time. Motivational states are commonly understood as forces acting within the agent that create a disposition to engage in goal-dire ...
, general participation, etc. Although all of these aspects are not measurable in terms of quantitative criteria, the general overview of them could be summarized as a
quantitative property.
Environmental issues are in some cases quantitatively measurable, but other properties are qualitative e.g.: environmentally friendly
manufacturing
Manufacturing is the creation or production of goods with the help of equipment, labor, machines, tools, and chemical or biological processing or formulation. It is the essence of secondary sector of the economy. The term may refer to a ...
, responsibility for the entire life of a product (from the raw-material till scrap), attitudes towards safety, efficiency, and minimum waste production.
Ethical issues
Ethics or moral philosophy is a branch of philosophy that "involves systematizing, defending, and recommending concepts of right and wrong behavior".''Internet Encyclopedia of Philosophy'' The field of ethics, along with aesthetics, concerns ma ...
are closely related to environmental and human issues, and may be covered in
corporate governance
Corporate governance is defined, described or delineated in diverse ways, depending on the writer's purpose. Writers focused on a disciplinary interest or context (such as accounting, finance, law, or management) often adopt narrow definitions ...
.
Child labour and
illegal dumping of waste are examples of ethical issues.
The way a company deals with its
stockholders (the 'acting' of a company) is probably the most obvious qualitative aspect of a business. Although measuring something in qualitative terms is difficult, most people can (and will) make a judgement about a
behaviour on the basis of how they feel treated. This indicates that qualitative properties are closely related to
emotional impressions.
See also
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Categorical variable
*
Level of measurement
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Qualitative research
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Quantitative research
*
Statistical data type
References
{{reflist
External links
Quantitative and qualitative change in text Philosophical Research
Measurement
Mathematical terminology