IMRaD Journal Writer

Step 2 — Auto-Written Proposal Sections

Each button generates a scholarly, quantitative draft using your variables. The Introduction is written as one synthesized, flowing IMRaD introduction — global background, problem, literature context/synthesis, research gap, purpose, research questions & hypothesis, and significance are woven together in logical order without 1.1-style subheadings. In this IMRaD structure, the literature review is embedded in the Introduction immediately after the problem statement. Before writing, the app audits every usable PDF/manual source in Step 3; if fewer than three usable sources are available, it can search online for current, relevant scholarship. In-text citations and the reference list are prepared in APA 7 style, but every author, year, claim, and DOI must still be verified.

1. Research Objectives (General + Five Specific)

2. Research Questions (Five Aligned Questions)

3. Hypotheses

4. Introduction

5. Methodology

Step 3 — Literature Library & PDF Materials

Drop journal articles, books, reports, or other PDF materials for the literature review that will be embedded inside the Introduction, immediately after the problem statement. PDFs are processed locally in your browser; the app extracts text and builds a private evidence map and extended synthesis notes for checking. Text-based PDFs work best. Scanned/image-only PDFs need OCR first, or you can paste their text manually below.

Find Current Online Sources

Searches OpenAlex and Crossref for recent, relevant journal works with abstracts. Results are added to the same library, checked against your IV/DV, and formatted for APA 7. Always open and verify the original publication before submitting.

Selected Source Extract

Add a Source Manually

Use this for scanned PDFs, book chapters, abstracts, or notes you have already copied. Give the correct APA 7 in-text citation label and full APA 7 reference so the embedded literature review does not invent citation details.

Prepare Literature Evidence for the Introduction

This workspace analyses every supplied source in relation to your IV and DV and prepares extended synthesis notes plus a private evidence map for checking and paraphrasing. These notes are not inserted as a separate article section. The article-ready literature review is synthesized inside the Introduction, immediately after the problem statement, when you click Write Introduction in Step 2.

Extended Literature Synthesis Notes (editable — not a separate article section)

Private Evidence Map (not included in the article)

Step 4 — Input Collected Data & Analyse

Paste your questionnaire data as CSV (first row = column headers), or upload a .csv file. One row per respondent. Likert items should be numeric (e.g., 1–5). Then map the columns to your IV and DV.

Analysis Output

Step 5 — Results & Discussion (Auto-Written from Your Data)

These sections narrate the actual statistics computed in Step 4 in APA reporting style, then interpret them against your hypothesis and theory.

7. Results

8. Discussion

Step 6 — Assembled IMRaD Article

All sections combined in journal order: Abstract · Introduction (with literature review embedded after the problem statement) · Method · Results · Discussion. Edit anything here, then copy or download.

Abstract (standalone — editable)

Full Article (editable)

Step 7 — Questionnaire Builder

Generates a complete 5-point Likert questionnaire matched to your IV and DV: demographic items (Section A), IV scale items (Section B), DV scale items (Section C), reverse-scored items, a scoring guide, and pilot reliability instructions. Edit freely — it exports as Appendix A with your article.

Research Questionnaire (editable)

Step 8 — Analysis Guide (SPSS & SmartPLS)

Click-by-click instructions that match exactly the statistics this app runs: descriptives, Cronbach's alpha, Pearson r, regression, and the decision rule at p < .05. Use either SPSS or SmartPLS — or both.

SPSS Guide (editable)

SmartPLS Guide (editable)

Step 9 — Account & Upgrade

Free Edition includes 3 data analyses and 3 article exports with a small notice. Activate a license key to unlock Pro: unlimited analyses and exports, watermark-free articles, questionnaires, guides, and priority features.

Activate Your License Key

How to Get a Key

What Pro Unlocks