KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults {reproducer}

KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults data

Description

This data is used in the paper: Barbara Kitchenham, Lech Madeyski and Pearl Brereton. Meta-analysis for Families of Experiments: A Systematic Review and Reproducibility Assessment, Empirical Software Engineering (2019) doi:10.1007/s10664-019-09747-0. This data set reports the meta-analysis results reported by the authors of the primary studies included in the systematic review that reported results on a per document basis which for S7 and S11 was equivalent to reporting the results for each time period.

Usage

KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults

Format

A text file with variables:

Study

This field includes the study identifier of each of the the 3 primary studies which reported results per document.

Type

This identifies the type of effect size used by the study authors. d or g refer to d_IG and g_IG, P is the aggregated p values, if the repeated measures (RM) estimate was obtained it is appropriately specified.

Source

Always set to Rep. This identifies that the data was as reported by the primary study authors.

mean

The overall mean effect size reported by the study authors

pvalue

The one-sided p-value associated with the overall mean reported by the study authors. NA means the authors did not report this statistic.

UB

The upper bound of the confidence interval of the overall mean as reported by the primary study authors. NA means the authors did not report this statistic.

LB

The lower bound of the confidence interval of the overall mean as reported by the primary study authors. NA means the authors did not report this statistic.

QE

The heterogeneity statistic associated with the meta-analysis as reported by the study authors. NA means the authors did not report this statistic.

Qep

The p-value of the heterogeneity statistic associated with the meta-analysis as reported by the study authors. NA means the authors did not report this statistic.

Source

https://madeyski.e-informatyka.pl/reproducible-research/

Examples

KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults