Section 4.57 min read

Where Tools Fit in the Research Workflow

Core summary

Each step of the research workflow has specific tools. Literature search uses databases (PubMed), reference management uses Zotero, analysis uses statistical software (Jamovi/R/SPSS), and reporting uses guideline checklists (EQUATOR). Knowing which tool fits where prevents tool overwhelm.

Detailed explanation

Now that you understand the research workflow, let us map the tools you previewed in Level 0 to each step. This gives you a practical roadmap for when to learn and use each tool. Step 1-2 (Question formulation): No special tool needed — just your clinical observation and a notebook/question log. Step 3 (Literature search): PubMed, Cochrane Library, Google Scholar, Scopus. AI tools like Elicit can assist discovery but must be verified. Step 3 (Reference management): Zotero, Mendeley, or Endnote. Set this up from the very start — organizing references early saves enormous time later. Step 4 (Study design): EQUATOR Network to identify the appropriate reporting guideline. Decision trees (taught in Level 4) to select the right design. Step 5 (Ethics): Your institution's IRB/ethics committee portal. ClinicalTrials.gov for trial registration. Step 6 (Sample size): G*Power (free), or online calculators for simple designs. Step 7-8 (Data collection and management): REDCap (institutional), Google Forms/Sheets (basic), Excel (with caution). Step 9 (Data analysis): Jamovi (beginner), SPSS (institutional), R/RStudio (advanced). RevMan for meta-analysis. Step 10 (Screening for SRs): Rayyan, Covidence. Step 11 (Writing): Word processor + reporting guideline checklist + reference manager plugin. Step 12 (Submission): Journal submission portals, ORCID for author identification. You do not need all these tools on day one. Start with: PubMed + Zotero + one statistical software (Jamovi recommended). Add others as your projects demand them.

Clinical example

For a simple retrospective chart review, you need only: PubMed (to search literature), Zotero (to manage references), Excel or REDCap (to collect data), Jamovi (to analyze), and the STROBE checklist (to write). Five tools — all free or institutionally available.

Research example

The Cochrane Handbook maps recommended tools to each stage of a systematic review: database searches (PubMed, Embase, CENTRAL), screening (Covidence or Rayyan), data extraction (forms), analysis (RevMan or R), and reporting (PRISMA). This tool-to-step mapping is a model for any study type.

Knowledge check

Q1. Which tool is BEST for managing references from the very start of a project?

Q2. What is ORCID?

Q3. Which THREE tools form the minimum starter kit for a beginner researcher?