Avoiding Bias in Language

This term is sometimes used to refer to a sample - if the sample is skewed, it does not represent a population.

Writing can include "hidden information" about the superiority or inferiority of people of various groups and types.

We need to make sure that our words do not mean "beyond the standard" as human rights, possibilities and privileges.

Participants include Hispanic Americans over the age of 65, whose income is below the Federal poverty line.

In this bad example, we do not clearly explain the sample and use ambiguous terms with a negative meaning.

For a better example, we will use an objective explanation such as "below the poverty line" and provide detailed information on age and ethnicity.

For example, if they are a particular Hispanic tribe, a better example can be improved by providing more details about the sample tribe. This information is also included if available.

People can be classified by labels such as race or race category, symptom level, diagnostic category etc.

Researchers gathered data from people aged 13 to 18 years who lived in the metropolitan area and met criteria for schizophrenia or depression.

It uses incorrect terminology and may have subtle negative implications such as "city" or "discomfort of the body".

It is important to use those who demonstrate that those people are active and participating in our research.

Participants spontaneously provide blood samples collected by laboratory technicians and then a research assistant visits each participant

A bad example seems that people participating in the study are unable to control or select their actions - they had to submit samples and they interviewed.

In a bad example, we do not mention the role of researchers as if the researchers are strong and invisible.

A good example shows that people under study are responsible for their actions - they are offering samples

A good example shows that researchers and participants are actively cooperating in research.

Lowell University of Massachusetts states that prejudice of words is unequal or unbalanced or unfair words and avoids prejudice in writing and speaking because words may include superiority or inferiority please. "Hidden information" Various groups and types of people. You can easily avoid racial prejudice. "Three physicians and one Asian computer programmer who attended the conference are the people who attended the conference." In this case, Asians prefer Asians, why do they choose this person's race? This sentence does not specify the race of a doctor, it is probably Caucasian.

Gender bias in languages ​​or gender discrimination languages ​​is stereotyped or falls to individuals or individuals for gender. The word of gender discrimination does not necessarily distinguish or focus on differences in ability, temperament, behavior or occupation between males and females. Whether it is intentional or deliberate, this language tends to frustrate or anger the reader. Therefore, writers should pay attention to their style to avoid gender bias. Traditionally, male pronouns are used to represent all members of a group, regardless of gender. However, many readers believe that the use of GM and his and similar pronouns will encourage and strengthen the stereotype of gender roles - that is, men are suitable for having a particular profession or position in society I believe that. To avoid gender bias, please do not use male pronouns to point to ordinary people.

Studies on gender discrimination and gender bias in language clearly show that asymmetry of social structure is reproduced in language contents and structure. Under these assumptions, how can we reduce gender bias in language? It is important that using gender-biased words is really effective in reducing gender bias and inequality. First of all, it is necessary to understand how gender discrimination functions and the advantages of using gender equality (Swim et al., 2004). This should stimulate changes in language customs and should use the language in a more symmetrical and equal way. If this is very clear, it is not so clear whether the use of gender equality expressions will have a positive effect. For example, the use of women's status by individuals can make women as a group more visible, and such status is more familiar. This will benefit the female community (Braun et al., 2005)