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Driver Strength

 

The strength of drivers in driver analyses is determined by calculating Kendall's tau-c statistic. This statistic is appropriate for measuring the ordinal association between two variables, which is applicable in this context since surveys deal with ordinal data (e.g., survey items measured on a 5-point ordinal scale).

Driver strength is determined by classifying the absolute value of Kendall's correlation coefficient as follows:

  • Very High: > .7

  • High: > .4 and <= .7

  • Medium: > .3 and <= .4

  • Low: >= .2 and <= .3

  • Negligible: < .2

Driver strength is based only on the effect size criteria outlined above. Driver strength is not a measure of statistical significance. This is because the likelihood of observing a statistically significant result varies as a function of the sample size (e.g., number of respondents); larger samples will result in a larger number of significant results — even when the size of Kendall's coefficient is negligible.

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