Which design is characterized by preventing bias by keeping personal values separate from data interpretation?

• A. Value neutrality
• B. Ethical concerns
• C. Culture
• D. Laboratory design

Answer: (A)

Value neutrality is the practice of conducting research so that personal beliefs and values do not color how data are collected, analyzed, or interpreted. This design aims to let findings speak for themselves, keeping conclusions tied strictly to the evidence and reducing the influence of the researcher’s opinions. In sociological methods, maintaining objectivity is a central aim, though many scholars acknowledge that complete detachment is difficult and that researchers should be aware of their own positionality. The other options don’t fit this idea: ethical concerns deal with moral duties, culture refers to the shared beliefs of a group, and laboratory design concerns the physical setup of experiments rather than a stance toward interpretation.