Research Topic · Peer-Reviewed

Experimental Design

Experimental design is the systematic planning of an investigation so that it yields valid, reliable, and interpretable answers to a research question while minimising bias and the influence of confounding factors. It involves defining hypotheses and variables, choosing appropriate controls and comparison groups, an…

Curated from this journal's research 📚 12 peer-reviewed articles cited Cited 45× across the literature 🗓 Reviewed October 2026

Overview

Experimental design is the systematic planning of an investigation so that it yields valid, reliable, and interpretable answers to a research question while minimising bias and the influence of confounding factors. It involves defining hypotheses and variables, choosing appropriate controls and comparison groups, and applying principles such as randomisation, replication, blocking, and blinding to ensure that observed effects can be attributed to the factors under study rather than to chance or systematic error. Sound experimental design also determines sample sizes adequate for meaningful statistical analysis and structures data collection to support the intended conclusions. These principles apply across in-vitro studies in controlled laboratory systems, in-vivo studies in living organisms, and in-silico studies using computational models, each of which presents distinct considerations for control, variability, and reproducibility. Within this journal's scope spanning in-vitro, in-vivo, and in-silico research, rigorous experimental design is the foundation on which credible findings in all three settings rest. This page gathers peer-reviewed, open-access research relevant to experimental design and the methodological standards that support trustworthy scientific results.

Research published in this journal

12 peer-reviewed articles, ranked by relevance. Each links to its DOI.

How this research is being cited

The 12 articles above have been cited 45 times in the scholarly literature. Citation data via OpenAlex and Crossref, updated Jun 2026.

A sample of recent works citing this journal's research on Experimental Design, linking to each citing work.

Editorial oversight

Curated from peer-reviewed research published in In-vitro In-vivo In-silico Journal.

Journal editorial board
Fatih Deniz · Turkey George Kordas · Russia Peibo Li · China

This page summarises published research for orientation; it is not medical or professional advice.