Statistical methods | Purpose | Corresponding research questions |
---|---|---|
Cluster analysis | To assess morphological similarities among different teff varieties | Do morphological similarities exist among teff varieties? |
Pearson’s Chi-square test | To assess whether teff varieties grown across districts and kebeles are similar | Are teff varieties grown similar across districts? |
Post hoc pairwise comparisons | To determine whether the similarity in teff varieties grown across districts and kebeles is statistically significant | Is the similarity in teff varieties between kebeles statistically significant? |
Residuals from the Chi-squared | To determine whether teff varieties across different kebeles are similar | How do the observed teff variety distributions deviate from the expected values? |
Generalized additive model (GAM) | To assess the effect of altitudinal differences on teff varieties | Does altitudinal difference affect teff varieties? |
t-test | To examine differences in traditional knowledge among respondents | Is there a significant difference in traditional knowledge among respondents? |
Ethnobotanical indices (RFC, UV, FL) | To compare the different uses of varietal mixture of teff (seregegna teff) | How do the different uses of seregegna compare? |
Preference ranking | To compare the different uses of varietal mixture of teff with sole varieties | How do the advantages of seregegna compare to those of sole teff varieties? |
Direct matrix ranking | To compare teff with other crops and seregegna (varietal mixture of teff) with other teff varieties | How do the attributes of teff compare to those of other crops, and how does seregegna compare to different teff types? |