Sub-scale | Dimension | Descriptions | Representative items |
---|---|---|---|
Classic VNOS | Importance of observation | Observation is a basic scientific method, which plays an important role in scientific exploration. | Detailed and thorough data analysis can offset the lack of an observation step in an enquiry (reverse scoring). |
Unity of science | Science is unified, there is a unified family of methodology involved in science. | If the history could be re-run, scientific knowledge might not be as it stands now (reverse scoring). | |
Objectivity of science | Science seeks the objective truth. | As science continues to develop, scientific exploration will become increasingly closer to the truth. | |
Communication and collaboration in science | Communication and collaboration is beneficial to scientists for keeping unbiased and creative. | To ensure that their findings are correct, scientists communicate with each other regularly. | |
Modern VNOS | Observations and inferences | Scientific knowledge development involves a combination of observations and inferences. | Scientists might offer different interpretations based on the same observations. |
Tentativeness | Scientific knowledge is tentative and subject to change. | Scientific theories could be completely replaced by new theories in light of new evidence. | |
Scientific theories and law | Scientific theories and laws are functionally different types of scientific knowledge. | Scientific laws are theories that have been proved (reverse scoring). | |
Social and cultural embeddedness | Scientific knowledge is socially and culturally embedded. | Scientific research is not influenced by society and culture because scientists are trained to conduct pure, unbiased studies (reverse scoring). | |
Creativity and Imagination | Scientific knowledge development involves human imagination and creativity. | Scientists use their imagination and creativity when they collect data. | |
Scientific methods | Scientific knowledge development involves the use of diverse scientific methods. | Scientists use different types of methods to conduct scientific investigations. |