Quantitative research is generally empirical in nature; it relies upon observation and in some cases, experimentation. Quantitative research is usually highly structured, with results which have numerical values. These results can be compared with other number-based results. Sometimes, generalisations of wider populations in the form of hypotheses can be estimated with the collected data. Data is often analysed with statistical methods to avoid bias.