Understanding, Confidence and Usefulness of Effect Size and Certainty of Evidence: A Cross-Sectional Survey Among Australian Dietitians

Purpose: Interpreting treatment effect size is essential for evidence-informed dietetic care, yet understanding of this competency among dietitians remains unestablished. Methods: We conducted a web-based cross-sectional survey of Australian dietitians (October 2024-February 2025). The survey assessed their understanding of effect size, presented using three absolute estimates (risk difference [RD], risk in treatment vs risk in control groups, number needed to treat [NNT]) and two relative estimates (relative risk [RR], odds ratio [OR]). We also assessed their confidence in determining correct effect size, their perceived usefulness of effect estimates and corresponding certainty of evidence. Results: Approximately 7697 dietitians received the survey link. 27 participated and 13 completers were analyzed. Correct understanding was higher for absolute than relative estimates (30.0% vs 18.2%). Risk in treatment vs risk in control groups was understood the most (41.7%) and RD, RR and OR the least (18.2% each). Confidence was highest for RR [mean (SD): 4.18 (1.25)] and lowest for NNT [3.40 (1.17)]. Perceived usefulness was highest for OR [4.69 (1.18)] and lowest for NNT [3.75 (1.76)]. Certainty of evidence was rated useful [5.69 (1.03)]. Conclusion: Based on a small sample, preliminary evidence suggests limited understanding of effect size among Australian dietitians, highlighting the need for further training and assessment in larger sample.

Authors

Institutions

Publication Details

Journal
medRxiv
Published
2026-11-04
DOI
https://doi.org/10.64898/2026.11.03.26366416
Primary Topic
Meta-analysis and systematic reviews
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Understanding, Confidence and Usefulness of Effect Size and Certainty of Evidence: A Cross-Sectional Survey Among Australian Dietitians

Bradley C. Johnston, Nirjhar Ghosh, Elizabeth Phillipa Neale
medRxiv
Meta-analysis and systematic reviews
preprint

Understanding, Confidence and Usefulness of Effect Size and Certainty of Evidence: A Cross-Sectional Survey Among Australian Dietitians

Bradley C. Johnston, Nirjhar Ghosh, Elizabeth Phillipa Neale
preprint en

Abstract

Purpose: Interpreting treatment effect size is essential for evidence-informed dietetic care, yet understanding of this competency among dietitians remains unestablished. Methods: We conducted a web-based cross-sectional survey of Australian dietitians (October 2024-February 2025). The survey assessed their understanding of effect size, presented using three absolute estimates (risk difference [RD], risk in treatment vs risk in control groups, number needed to treat [NNT]) and two relative estimates (relative risk [RR], odds ratio [OR]). We also assessed their confidence in determining correct effect size, their perceived usefulness of effect estimates and corresponding certainty of evidence. Results: Approximately 7697 dietitians received the survey link. 27 participated and 13 completers were analyzed. Correct understanding was higher for absolute than relative estimates (30.0% vs 18.2%). Risk in treatment vs risk in control groups was understood the most (41.7%) and RD, RR and OR the least (18.2% each). Confidence was highest for RR [mean (SD): 4.18 (1.25)] and lowest for NNT [3.40 (1.17)]. Perceived usefulness was highest for OR [4.69 (1.18)] and lowest for NNT [3.75 (1.76)]. Certainty of evidence was rated useful [5.69 (1.03)]. Conclusion: Based on a small sample, preliminary evidence suggests limited understanding of effect size among Australian dietitians, highlighting the need for further training and assessment in larger sample.

medRxiv
Houston Methodist (US), University of Wollongong (AU), Texas A&M University (US)
Meta-analysis and systematic reviews
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Understanding, Confidence and Usefulness of Effect Size and Certainty of Evidence: A Cross-Sectional Survey Among Australian Dietitians — Bradley C. Johnston, Nirjhar Ghosh, et al. · medRxiv (2026) | TGRS Research Map | TGRS