es_from_or_pval: Convert an odds ratio value and its standard error to several...

In metaConvert: An Automatic Suite for Estimation of Various Effect Size Measures

Convert an odds ratio value and its standard error to several effect size measures

Description

Convert an odds ratio value and its standard error to several effect size measures

Usage

es_from_or_pval(
  or,
  logor,
  or_pval,
  baseline_risk,
  small_margin_prop,
  n_exp,
  n_nexp,
  n_cases,
  n_controls,
  n_sample,
  or_to_rr = "metaumbrella_cases",
  or_to_cor = "bonett",
  reverse_or_pval
)

Arguments

or	odds ratio value
logor	log odds ratio value
or_pval	p-value of the (log) odds ratio
baseline_risk	proportion of cases in the non-exposed group (only required for the or_to_rr = "grant" argument).
small_margin_prop	smallest margin proportion of the underlying 2x2 table
n_exp	number of participants in the exposed group (only required for the or_to_rr = "grant", and or_to_rr = "metaumbrella_exp" arguments)
n_nexp	number of participants in the non-exposed group (only required for the or_to_rr = "grant", and or_to_rr = "metaumbrella_exp" arguments)
n_cases	number of cases/events
n_controls	number of controls/no-event
n_sample	total number of participants in the sample
or_to_rr	formula used to convert the or value into a risk ratio (see details).
or_to_cor	formula used to convert the or value into a correlation coefficient (see details).
reverse_or_pval	a logical value indicating whether the direction of the generated effect sizes should be flipped.

Details

This function computes the standard error of the (log) odds ratio into from a p-value (Section 6.3.2 in the Cochrane Handbook).

logor\_z = qnorm(or_pval/2, lower.tail=FALSE)

logor\_se = |\frac{\log(or)}{logor\_z}|

Then, calculations of es_from_or_se() are applied.

Value

This function estimates and converts between several effect size measures.

natural effect size measure	OR
converted effect size measure	RR + NNT
	D + G + R + Z
required input data	See 'Section 2. Odds Ratio'
	https://metaconvert.org/input.html

References

Higgins, J. P., Thomas, J., Chandler, J., Cumpston, M., Li, T., Page, M. J., & Welch, V. A. (Eds.). (2019). Cochrane handbook for systematic reviews of interventions. John Wiley & Sons.

Examples

es_or <- es_from_or_pval(
  or = 3.51, or_pval = 0.001,
  n_cases = 12, n_controls = 68
)

metaConvert documentation built on April 12, 2025, 1:09 a.m.