Project Setup

Define your research project, questions, and methodology before uploading documents.

Welcome to ResearchLensPRO™ by Rontechmedia, your complete doctoral dissertation and academic research assistant. This platform is a professional-grade, end-to-end dissertation production system designed for Ph.D. candidates, master's students, faculty researchers, and academic professionals. It supports the entire dissertation lifecycle across all five chapters: Chapter 1 (Introduction) with an 8-step guided builder for your background, problem statement, purpose, research questions, theoretical framework, significance, and definitions; Chapter 2 (Literature Review) with a 13-step workflow covering source upload, quality scoring, citation metadata, literature matrix, theme detection, synthesis builder, gap analysis, outline generation, full chapter generation, citation integrity checking, doctoral readiness scoring, and export; Chapter 4 (Findings) powered by the core content analysis engine with document ingestion (PDF, DOCX, TXT with real OCR), thematic coding, keyword frequency analysis, qualitative and quantitative interpretation, RQ alignment scoring, evidence matrix, manual coding workspace, and APA-style report generation; and Chapter 5 (Discussion, Conclusions, and Recommendations) with an 8-step guided builder for summary of the study, interpretation of findings, limitations, recommendations for practice, recommendations for future research, implications, full chapter generation, and export. All processing happens 100% in your browser, with zero data ever sent to any external server.

To get started: Complete your research project information below, including your project title, research question(s), problem statement, theoretical framework, and methodology selection. You can enter multiple research questions and the platform will track evidence alignment to each one independently.  ·  📖 Read the User Documentation & Legal Disclaimer (PDF)
Research Project Information
Identify your study and researcher — this information will appear in your final reports
The problem statement defines the central issue your research addresses. It will be used to frame why your findings matter.
The scope prevents the report from drawing conclusions outside the boundaries of your actual study.
Theoretical Framework
The academic lens guiding your study — used to interpret findings and connect themes to theory
The framework is used to interpret findings through the correct research lens and to connect themes to academic literature.
Listed theories will be used to connect keywords, themes, and findings back to your academic foundation during report generation.
Research Methodology
Select the type of research you are conducting — this shapes how results are displayed
Qualitative
Themes · Codes · Excerpts · Narrative patterns · Meaning-making
✓
Quantitative
Frequency counts · Percentages · Charts · Statistical summaries
✓
Mixed Methods
Combines qualitative themes with quantitative frequency — full picture
✓
Qualitative mode: The system will focus on themes, codes, categories, supporting text excerpts, and narrative interpretation.
Research Questions
Add one or more research questions. Each will receive its own analysis, codes, and interpretation.
0 questions
Workflow Roadmap — After completing project setup above, follow these steps:
01
Upload Documents
Upload .txt, .pdf, or .docx files. OCR handles scanned PDFs automatically.
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02
Add Search Terms
Enter codes, keywords, or phrases. Generate smart suggestions from your RQ.
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03
Run Analysis
The engine scans every document and groups findings by research question.
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04
Export Results
Download as CSV, JSON, or a full printable HTML research report.

Upload Documents

Upload .txt, .pdf, or .docx files for analysis.

Supported formats: .txt (plain text), .pdf (PDF documents), .docx (Word documents). All text is extracted locally in your browser. No files are sent to any server.
File Upload
Upload one or multiple documents
Drop files here or click to browse
.txt · .pdf · .docx files supported · Multiple files allowed

Code Terms

Enter keywords, phrases, or text excerpts to search for in your documents.

Enter each word, phrase, or exact text excerpt you want to track. Assign a type (keyword, phrase, exact quote, theme, code) and an optional color to each term to help organize your coding scheme.
Add Search Terms
Build your coding scheme
A definition helps the analysis engine understand context — synonyms, related concepts, and meaning — making the code stronger and more precise.
🔤

No terms added yet. Add your first keyword or phrase above.

0 terms added

Analysis Settings

Configure how the system searches for your terms.

Search Configuration
Adjust search behavior

Match Options

Scope Options

Run Analysis

Review your setup and launch the content analysis.

Pre-flight Checklist
Make sure everything is ready before running

Results Dashboard

Frequency counts, term matrix, and document breakdown.

📊
No results yet
Run the analysis first to see results here.

Charts & Visualizations

Visual representation of your content analysis results.

📈
No charts yet
Run the analysis first to generate charts.

Interpretation

Auto-generated academic interpretation of your findings.

🧠
No interpretation yet
Run the analysis first to generate an interpretation.

Export Results

Download your analysis in multiple formats.

Export Options
All exports are generated locally — nothing is sent to a server
📋
Export as CSV
Frequency table in spreadsheet format
{ }
Export as JSON
Full structured analysis data
📄
Generate Report
Complete printable report with charts and interpretation
🔒 Privacy Guarantee: All files are processed locally in your browser. Your documents are not uploaded to any server. Exported files are generated entirely on your device.

Qualitative Codebook Builder

Academic-grade codebook with 8-field export: definition, keywords, excerpts, frequency, linked RQ, interpretation, and researcher notes. Dissertation-ready.

Codebook Builder v2: Each code captures Theme Name, Definition, Related Keywords, Example Excerpts, Match Count, Linked Research Question, Interpretation, and Researcher Notes. Run Analyze Codes after uploading documents. Use the Export panel at the bottom to download your codebook in multiple formats.
Filter:
📚
No codes yet
Click + New Code to build your first qualitative code or theme.
📤
Academic Codebook Export
Full 8-field codebook — analysis must be run first for frequency data

Research Question Alignment

How well do your coded terms and frequency results align with your research question?

🎯
No alignment data yet
Run the analysis first to generate a Research Question Alignment report.

Survey & Transcript Data

Upload CSV surveys, paste interview transcripts, and label media files for analysis.

Multi-source data support: Upload CSV or Excel survey files, paste interview or focus group transcripts, and attach labels to audio/video files. All text sources are merged into the analysis engine. Audio and video files require a manual transcript — paste it below after uploading.
CSV / Excel Survey Upload
Upload a CSV or Excel file — the system will detect question and response columns automatically
📊
Drop a CSV or Excel file here
Supports .csv · .xlsx · .xls — questions in columns, responses in rows
Interview / Transcript Input
Label and paste transcripts from interviews, focus groups, recordings, or observation notes
No transcripts yet. Click + Add Transcript to add an interview, focus group, audio, or video transcript.
Registered Data Sources
All uploaded and labeled sources — used to tag findings by origin
No sources registered yet. Upload documents or add transcripts above.

APA Dissertation & Case Study Writing Guide

Step-by-step guidance for presenting your research findings in APA format.

Final Report Builder

Generate a complete dissertation-style research report with interpretation, tables, and APA suggestions.

How to use: Complete Project Setup, upload documents, run the analysis, then click Build Report. The system will generate a full structured report with written interpretation, APA-style templates, and export options.
📋
Report not built yet
Run the analysis first, then click Build Report to generate your final research document.
0
Excerpts Coded
0
Supports
0
Contradicts
0
Codes Used

Manual Coding Mode

Highlight text, assign codes, mark sentiment, link to RQ, and save to Evidence Library. Human judgment at the center.

How to use: Select a document below. Highlight any text passage in the reading pane — a floating toolbar will appear. Click Code This to open the coding form. Fill in the code(s), sentiment, evidence status, research question link, and memo. Save it to the Evidence Library on the right. All excerpts are preserved in your project file.
Upload documents in Step 2, then select one above.
Highlight any passage to begin coding.
✏️ Code This Excerpt
Selected text will appear here…
Assign Code(s)
Add codes in the Codebook first
Source Document
Location
Evidence Status
Link to RQ
Sentiment / Direction
😊 Positive 😟 Negative 😐 Neutral 🔀 Mixed
Research Memo
📚 Evidence Library 0 excerpts
No excerpts yet.
Highlight text in the document and click Code This.

Evidence Matrix

Structured table connecting Research Questions, Themes, Codes, Sources, Evidence Status, and Strength.

Evidence Strength Rule: Strong = 3+ sources, multiple supporting excerpts, linked to RQ. Moderate = 2+ occurrences. Weak = single source, low frequency. Missing = no evidence linked to the RQ.
📊
Matrix not built yet
Run analysis and add coded excerpts, then click Build Matrix.

Theme Development

Group codes into categories and themes. Link themes to research questions and generate interpretive paragraphs.

Workflow: Code → Category → Theme → Finding → Research Question Answer. Build themes by grouping your codes, then link each theme to a research question for the final report.
🧩
No themes created yet
Click Add Theme to begin grouping your codes into interpretive themes.

Contradiction & Negative Case Review

Identify conflicting evidence, opposing terms, and negation patterns that challenge your findings.

⚠ Research Integrity Warning: Contradictory evidence should never be ignored. This panel identifies excerpts you marked as "Contradicts," negation language (not, never, failed, unable), and opposing concept pairs in your corpus. Acknowledge all contradictions in your final report.
🔍
No scan run yet
Run analysis, add coded excerpts, then click Run Scan to detect contradictions.

Save / Load Project

Save your entire research project as a JSON file and reload it later to continue your work.

The project file preserves your research questions, codebook, coded excerpts, themes, evidence matrix, memos, and analysis results. Your document text is included so you can continue manual coding after reloading.
Save Project
Download complete project JSON

All settings, documents, codes, excerpts, themes, and results will be saved to a single .json file.

Load Project
Restore from saved JSON file

Select a previously saved ResearchLens project file to restore all your work exactly where you left off.

Project Audit Trail
Timestamped log of all project actions
No events logged yet.

Research Integrity Checklist

Confirm all critical steps before exporting your final report. This protects the validity of your research.

⚠ Critical Research Warnings:
  • Frequency does not equal importance. A word appearing often does not automatically answer a research question.
  • OCR may misread scanned documents. Always verify extracted text manually.
  • Rule-based interpretation must be reviewed by the researcher before reporting as findings.
  • Contradictory evidence should never be ignored or omitted from the final report.
  • This application supports analysis but does not replace researcher judgment.
✅
Click "Run Integrity Check" to evaluate your project
The system will review your project setup, codebook, manual coding, evidence matrix, themes, and contradictions.

Research Question Answers & Findings

Each research question is directly answered using the evidence from your analysis — whether findings are rich or limited.

📋
No findings yet
Run the analysis first. This section will directly answer each research question using the data from your documents.

Document Viewer

Read your documents with all coded terms highlighted inline. Click any highlight to view its code context.

👁️
No documents loaded
Upload documents and run analysis first, then return here to view highlighted results.

Sentiment Analysis

Fully automatic. Scores every sentence in every document — no manual labeling. Surfaces highlighted excerpts showing exactly which words drove each score.

Uses the full AFINN-165 lexicon (3,466 entries) plus a military/academic domain extension, with stem-matching for inflected forms — 7,233 total lookup entries. Processing is 100% local and automatic. Click Run Sentiment after uploading documents.
😐
No sentiment data yet
Upload documents then click Run Sentiment.

N-gram Explorer

Discover the most frequent 2-word and 3-word phrases across your corpus. Auto-detects meaningful collocations.

Min frequency: Show top:
🔤
No n-gram data yet
Upload documents then click Extract N-grams.

Co-occurrence Matrix

Shows how often each pair of your coded terms appear in the same paragraph. Higher values signal conceptual clustering.

🔲
No co-occurrence data yet
Add code terms and upload documents, then click Build Matrix.

Word Cloud

Visual frequency map of your corpus vocabulary. Size = frequency. Common stop words are filtered automatically.

Max words: Min length:

Inter-Rater Reliability (IRR)

Cohen's Kappa and percent agreement calculator. Each coder exports their coding JSON, you upload both files here for comparison.

Workflow: Coder A and Coder B each independently code the same documents using this platform, then each saves their project JSON (Save/Load Project tab). Upload both JSON files below to calculate Cohen's Kappa.
👤
Upload Coder Files
Both coders must have used the same document set
Coder A — Project JSON
Coder B — Project JSON
🤝
Awaiting two coder files
Load both coder JSON files then click Calculate.

Reflexivity Journal

Timestamped research diary. Document your assumptions, coding decisions, and reflections. Satisfies Lincoln & Guba trustworthiness criteria.

📓
New Entry
Record your methodological thinking
📜
Journal Entries
Chronological research log — saved with your project
📝
No entries yet. Start writing.

Saturation Tracker

Plots how many new codes were discovered as each document was added. The curve flattening signals theoretical saturation.

Saturation is reached when consecutive documents yield zero new coded terms. This visualization answers the dissertation committee question: "How do you know you have enough data?"
📉
No saturation data yet
Upload multiple documents and add code terms, then click Build Saturation Curve.

APA 7 Citation Builder

Interactive citation generator. Enter source details and get a fully formatted APA 7th edition in-text citation and reference list entry.

📖
Source Type
📚
Saved Citations
Your reference library for this project
No citations saved yet.

Readability & Tools

Corpus readability scores, keyboard shortcuts reference, and ZIP export.

📏
Readability Scores
Flesch-Kincaid, Gunning Fog, SMOG, Coleman-Liau
Upload documents then click Calculate.
📦
Export Project as ZIP Bundle
Package all exports — JSON, CSV, report, journal — into one downloadable file
📦
Download Everything at Once
Packages your project JSON, analysis CSV, codebook CSV, HTML report, and reflexivity journal into a single .zip file using JSZip.
⌨️
Keyboard Shortcuts
Power-user reference — works anywhere in the app
Ctrl/⌘ + SSave project
Ctrl/⌘ + RRun analysis
Ctrl/⌘ + EExport CSV
Ctrl/⌘ + PGenerate HTML report
Ctrl/⌘ + DToggle dark mode
Alt + 1–9Jump to tab 1–9
EscClose modal / panel
Ctrl/⌘ + UOpen upload dialog

Frequency Heatmap

Term × Document grid. Cell color intensity = frequency. Instantly shows which terms dominate which documents.

🌡️
No data yet
Run analysis first, then click Build Heatmap.

Bubble Chart

Each term rendered as a bubble. Size and color intensity = frequency. Dominant terms stand out immediately.

🫧
No data yet
Run analysis first, then click Build Bubbles.

Treemap View

Proportional area visualization. Each term's rectangle area equals its share of total frequency. Best for comparing relative weight.

🟦
No data yet
Run analysis first, then click Build Treemap.

Radar Chart

Multi-dimensional term presence across documents plotted on a spider web. Each axis = one document. Reveals coverage patterns.

🕸️
No data yet
Run analysis first, then click Build Radar.

Document Timeline

Chronological bar chart of term matches per document — ordered as uploaded. Shows how coded concepts distribute across your corpus sequence.

📅
No data yet
Run analysis first, then click Build Timeline.
1Step 1 of 13 — Project Setup. Define your dissertation context. All generated content aligns with this setup.
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Dissertation Project Setup

All fields here flow into your generated literature review. Fill in as much as possible for the best results.

Project setup complete?
2Step 2 of 13 — Upload Sources. Upload your scholarly PDFs, DOCX, or TXT files.
2 / 13

Upload Literature Sources

Upload PDFs, DOCX, or TXT files. Text is extracted locally. Nothing leaves your device.

📚
Drop files here or click to upload
PDF, DOCX, TXT -- all text extracted locally in your browser
3Step 3 of 13 — Source Quality Review. Each source is classified and scored for doctoral-level credibility.
3 / 13

Source Review & Quality Check

Each source is classified by type and given a Doctoral Source Quality Score out of 100.

🔍
No sources to review yet
Go to Step 2 (Upload Sources) first, then come back here.
Quality check complete?
4Step 4 of 13 — Citation Metadata. Review and edit metadata for each source. Fill in author, year, title, journal, methodology, etc.
4 / 13

Citation Metadata Review

Expand each card, verify auto-detected fields, and fill in missing metadata. Click Generate Summary for each source.

📄
No sources uploaded yet
Go back to Step 2 (Upload Sources) first.
All metadata complete?
5Step 5 of 13 — Literature Matrix. View, edit, and export a structured matrix of all sources.
5 / 13

Literature Matrix

Organizes every source by key dimensions. Editable inline. Export as CSV for external use.

Matrix looks good?
6Step 6 of 13 — Theme Detection. Identify major themes across your source corpus with evidence mapping.
6 / 13

Theme Detection

Identifies major themes across sources, showing supporting sources, contradicting sources, theoretical alignment, and evidence strength.

Themes reviewed?
7Step 7 of 13 — Synthesis Builder. Generate doctoral-level synthesis paragraphs. Each paragraph compares multiple sources.
7 / 13

Synthesis Builder

Generates doctoral-level synthesis, not simple summaries. Weak paragraphs that cite only one source are flagged.

Synthesis reviewed?
8Step 8 of 13 — Research Gap Analysis. Identify population, methodology, geographic, theoretical, temporal, and other gaps.
8 / 13

Research Gap Analysis

Identifies 8 types of gaps with explanations of why each matters and how your study addresses them.

Gaps identified?
9Step 9 of 13 — Chapter 2 Outline. Build an editable section outline before full generation.
9 / 13

Chapter 2 Outline Generator

Auto-generates and lets you edit the outline sections before generating the full chapter.

Outline approved?
10Step 10 of 13 — Generate Chapter 2. Generates a full doctoral-level Chapter 2 draft with APA 7 citations and reference list.
10 / 13

Generate Chapter 2: Review of the Literature

Uses your project setup, source matrix, themes, synthesis, gap analysis, and outline to produce a full doctoral-quality Chapter 2 draft.

⚠ Academic Integrity & Anti-Hallucination: This tool drafts from your uploaded sources only. No authors, years, journals, or findings are invented. Verify all citations, revise in your own voice, and follow your institution's guidelines.
Sources loaded: checking...
📝
Chapter 2 not generated yet
Complete steps 1 through 9 first, then click Generate Chapter 2 above.
Chapter 2 generated?
11Step 11 of 13 — Citation Integrity Checker. Verifies every in-text citation matches the reference list and flags issues.
11 / 13

Citation Integrity Checker

Checks: every in-text citation appears in references, every reference appears in the body, years match, no fake placeholders.

Citations verified?
12Step 12 of 13 — Doctoral Readiness Score. Overall score out of 100 with specific revision recommendations.
12 / 13

Doctoral Readiness Score

Comprehensive quality assessment: source quality, synthesis strength, APA accuracy, RQ alignment, gap clarity, structure, and more.

Score reviewed?
13Step 13 of 13 — Export Center. Download your Chapter 2, reference list, matrix, theme report, gap analysis, and readiness report.
13 / 13 ✓

Export Center

Download all reports, data, and the full Chapter 2 draft in multiple formats.

📄 Full Chapter 2

Complete literature review draft with all sections.

📋 APA Reference List

Formatted reference list from all sources.

📊 Literature Matrix

Full structured matrix of all sources.

🏹 Theme Report

Themes, supporting sources, and evidence mapping.

🔍 Gap Analysis Report

All identified gaps with justification.

✅ Citation Integrity Report

Full citation audit results.

🎓 Doctoral Readiness Report

Score breakdown and revision recommendations.

1Step 1 of 8: Summary of the Study. Restate the problem, purpose, methodology, and key findings in condensed form.
1 / 8

Summary of the Study

Section 5.1 restates the problem, purpose, methodology, and summarizes the key findings from Chapter 4. This orients the reader before the discussion begins.

Summary complete?
2Step 2 of 8: Interpretation of Findings. Connect each finding to the literature from Chapter 2 and your theoretical framework.
2 / 8

Interpretation of Findings

Section 5.2 is the core of Chapter 5. For each research question, explain what the finding means, how it aligns or conflicts with existing literature, and how it connects to your theoretical framework.

📚 Cross-Reference Engine: This step pulls themes from your Chapter 2 Literature Review and findings from your analysis. The more complete your Chapter 2 and analysis results are, the richer the interpretation.
🔬
No interpretation generated yet
Click Generate Interpretation to cross-reference your findings with your Chapter 2 literature and theoretical framework.
Interpretation complete?
3Step 3 of 8: Limitations of the Study. Acknowledge what constrains the generalizability or strength of your findings.
3 / 8

Limitations of the Study

Section 5.3 honestly addresses constraints. Strong dissertations own their limitations rather than hide them.

Limitations documented?
4Step 4 of 8: Recommendations for Practice. Based on your findings, what should practitioners, leaders, or organizations do differently?
4 / 8

Recommendations for Practice

Section 5.4 translates your findings into actionable guidance. Each recommendation should be grounded in a specific finding.

💡
No recommendations yet
Click Generate to create recommendations from your findings, or add them manually below.
Recommendations ready?
5Step 5 of 8: Recommendations for Future Research. What questions remain? What should the next researcher study?
5 / 8

Recommendations for Future Research

Section 5.5 identifies what this study could not address and what the next researcher should investigate. Pulls directly from your Chapter 2 gap analysis and study limitations.

🔮
No future research recommendations yet
Click Generate to pull from your Chapter 2 gap analysis and limitations.
Future research mapped?
6Step 6 of 8: Implications. Explain the theoretical, practical, and social significance of your findings.
6 / 8

Implications

Section 5.6 describes the broader impact of your findings across three dimensions: theoretical contribution, practical application, and social change.

Implications documented?
7Step 7 of 8: Generate Chapter 5. Assembles all sections into a full doctoral-quality Chapter 5 draft with APA formatting.
7 / 8

Generate Chapter 5: Discussion, Conclusions & Recommendations

Uses your summary, interpretation, limitations, recommendations, and implications to produce a full doctoral-quality Chapter 5 draft.

⚠ Academic Integrity: This tool drafts from your entered data and uploaded sources only. No authors, findings, or conclusions are invented. Revise in your own scholarly voice before submission.
📝
Chapter 5 not generated yet
Complete steps 1 through 6 first, then click Generate Chapter 5 above.
Chapter 5 generated?
8Step 8 of 8: Chapter 5 Export Center. Download your Chapter 5 draft and all supporting reports.
8 / 8 ✓

Chapter 5 Export Center

Download Chapter 5 and all individual section reports.

📄 Full Chapter 5

Complete Discussion, Conclusions & Recommendations draft.

🔬 Interpretation Report

Finding-by-finding interpretation with literature cross-references.

💡 Recommendations Report

Practice and future research recommendations.

🌎 Implications Report

Theoretical, practical, and social implications.

📚

Export Complete Dissertation

All 5 chapters assembled into one APA-formatted document with title page, abstract, and front matter.

Tip: The DOCX opens directly in Microsoft Word with APA formatting (Times New Roman 12pt, double-spaced, 1" margins, running head). The PDF option opens your browser's print dialog where you can save as PDF.

1Step 1 of 8: Import & Setup. Pull data from your main Project Setup or enter Chapter 1 details directly.
1 / 8

Chapter 1: Import & Setup

Import your project data from the main Project Setup tab, or enter Chapter 1 fields manually. This data feeds every section of Chapter 1.

Setup complete?
2Step 2 of 8: Background of the Study. Establish the context: what is happening, why it matters, and how it led to your study.
2 / 8

Background of the Study

Section 1.1 sets the stage. Start broad (the field), narrow to the topic, then focus on the specific gap or issue. Typically 2-4 pages.

Aim for 500-1000 words 0 words
Background drafted?
3Step 3 of 8: Problem & Purpose Statements. Define the problem your study addresses and its purpose.
3 / 8

Problem Statement & Purpose Statement

The problem statement identifies the gap. The purpose statement explains what your study will do about it. These two sections are the anchor of the entire dissertation.

Template: "The purpose of this [methodology] study is to [verb] the [phenomenon] among [population] in [context]."
Problem & Purpose defined?
4Step 4 of 8: Research Questions & Hypotheses. State the questions your study will answer.
4 / 8

Research Questions & Hypotheses

List your research questions. For quantitative studies, include hypotheses (H1, H0). Each RQ should align directly with your purpose statement.

RQs defined?
5Step 5 of 8: Theoretical Framework & Nature of the Study. Identify the theoretical lens and describe the study design.
5 / 8

Theoretical Framework & Nature of the Study

Section 1.5 identifies the theory guiding the study. Section 1.6 describes the research design, approach, and methodology at a high level.

Framework described?
6Step 6 of 8: Significance, Definitions, Assumptions & Delimitations.
6 / 8

Significance, Definitions & Assumptions

These sections explain why the study matters, define key terms, and state assumptions and boundaries.

All sections filled?
7Step 7 of 8: Generate Chapter 1. Assembles all sections into a full doctoral-quality Chapter 1 draft.
7 / 8

Generate Chapter 1: Introduction

Uses all data from Steps 1-6 to produce a full Chapter 1 with APA formatting.

⚠ Academic Integrity: This tool drafts from your entered data only. No information is fabricated. Revise in your own scholarly voice before submission.
📝
Chapter 1 not generated yet
Complete Steps 1 through 6, then click Generate Chapter 1.
Chapter 1 generated?
8Step 8 of 8: Chapter 1 Export Center. Download your Chapter 1 draft.
8 / 8 ✓

Chapter 1 Export Center

Download your Chapter 1: Introduction draft.

📄 Full Chapter 1

Complete Introduction chapter draft with all sections.

1Step 1 of 10: Research Design. Select and justify the research design that aligns with your RQs.
1 / 10

Research Design

Section 3.1 names and justifies the overall research design. This flows from your Chapter 1 methodology selection.

Design selected?
2Step 2 of 10: Role of the Researcher. Describe your positionality, biases, and relationship to the topic.
2 / 10

Role of the Researcher

Section 3.2 (primarily qualitative/mixed). Disclose your relationship to participants, potential biases, and how you bracketed assumptions. Links to the Reflexivity Journal if entries exist.

Role described?
3Step 3 of 10: Participants & Sampling. Describe who, how many, and how they were selected.
3 / 10

Participants & Sampling Strategy

Section 3.3 describes the target population, sample, and how participants were recruited.

Participants defined?
4Step 4 of 10: Instrumentation. Describe the tools, protocols, or instruments used to collect data.
4 / 10

Instrumentation

Section 3.4 describes all data collection instruments: interview protocols, surveys, observation guides, or archival documents.

Instruments described?
5Step 5 of 10: Data Collection Procedures. Describe exactly how data was gathered, step by step.
5 / 10

Data Collection Procedures

Section 3.5 describes the step-by-step process: IRB approval, recruitment, consent, data gathering, recording, and storage.

Collection documented?
6Step 6 of 10: Data Analysis Procedures. Describe how you analyzed the data. This connects to the platform's analysis engine.
6 / 10

Data Analysis Procedures

Section 3.6 describes the analysis approach. For qualitative: coding process, theme development. For quantitative: statistical tests. This section directly connects to the Analysis Engine and Manual Coding tools in this platform.

🔗 Platform Link: The Codebook (Tab 9), Manual Coding (Tab 14), Theme Development (Tab 16), and Analysis Engine (Tab 4) in this platform are the tools you use to actually perform your analysis. This section describes that process for Chapter 3.
Analysis described?
7Step 7 of 10: Trustworthiness / Validity & Reliability. Document the strategies used to ensure rigor.
7 / 10

Trustworthiness / Validity & Reliability

Section 3.7 describes how rigor was established. Links to the IRR Calculator, Reflexivity Journal, Saturation Tracker, and Audit Trail.

🔗 Platform Tools: IRR Calculator (Tab 27), Reflexivity Journal (Tab 28), Saturation Tracker (Tab 29), and the Audit Trail all feed this section.
Trustworthiness documented?
8Step 8 of 10: Ethical Considerations. Document IRB, consent, confidentiality, and ethical safeguards.
8 / 10

Ethical Considerations

Section 3.8 addresses protection of human subjects, informed consent, and responsible data handling.

Ethics addressed?
9Step 9 of 10: Generate Chapter 3. Assembles all sections into a full doctoral-quality Methodology chapter.
9 / 10

Generate Chapter 3: Methodology

Uses all data from Steps 1-8 to produce a full Chapter 3 with APA formatting.

⚠ Academic Integrity: This tool drafts from your entered data only. No methodology details are invented. Revise in your own scholarly voice before submission.
📝
Chapter 3 not generated yet
Complete Steps 1-8, then click Generate Chapter 3.
Chapter 3 generated?
10Step 10 of 10: Chapter 3 Export Center.
10 / 10 ✓

Chapter 3 Export Center

Download your Chapter 3: Methodology draft and supporting documents.

📄 Full Chapter 3

Complete Methodology chapter draft.

📋 Interview Protocol

Export your interview/survey questions.

1Step 1 of 8: Auto-Populate Findings. Pull all data from the platform's analysis engine into Chapter 4.
1 / 8

Auto-Populate Chapter 4 from Platform Data

This step pulls data from your analysis engine, coded excerpts, themes, and RQ answers automatically.

📊
Click Auto-Populate to begin
Data will be pulled from Project Setup, Chapter 1 RQs, Chapter 3 methodology, analysis results, coded excerpts, and themes.
Data populated?
2Step 2 of 8: Data Collection Summary. Narrate what actually happened during data collection.
2 / 8

Data Collection Summary

Section 4.1 describes how data was actually collected, response rates, and any deviations from the planned procedures in Chapter 3.

📥 Auto-populated from Chapter 3 if you completed Step 1. Edit as needed.
Collection documented?
3Step 3 of 8: Participant Demographics. Document the characteristics of your sample.
3 / 8

Participant Demographics

Section 4.2 describes who participated. Add demographic categories relevant to your study.

First row is the header. Use | to separate columns. This will format as Table 1 in your Chapter 4 export.
Demographics documented?
4Step 4 of 8: Results by Research Question. The core of Chapter 4. Present findings for each RQ.
4 / 8

Results by Research Question

Section 4.3 presents findings systematically. Each RQ gets its own subsection with findings, evidence, and supporting data.

🔗 Auto-pulled from your RQs and analysis results. Click Generate to build findings from your platform data.
RQ findings drafted?
5Step 5 of 8: Tables & Figures. Catalog all tables and figures used in Chapter 4.
5 / 8

Tables & Figures

Catalog tables and figures with auto-numbering. The platform's Charts and Visualizations tabs produce figures referenced here.

Auto-numbered as Table 1, Table 2, etc.
Auto-numbered as Figure 1, Figure 2, etc.
Tables & figures cataloged?
6Step 6 of 8: Evidence of Trustworthiness. Document what you actually did to ensure rigor.
6 / 8

Evidence of Trustworthiness

Section 4.4 documents what was actually done, with evidence. Pulls from your Chapter 3 trustworthiness strategies.

📥 Auto-populated from Chapter 3. Edit to describe actual execution.
Evidence documented?
7Step 7 of 8: Generate Chapter 4. Assembles all sections into a full APA-formatted Findings chapter.
7 / 8

Generate Chapter 4: Findings & Results

Assembles your Chapter 4 from all platform data.

⚠ Academic Integrity: All findings drafted from your actual analysis data. No findings are fabricated.
📝
Chapter 4 not generated yet
Complete Steps 1-6, then click Generate Chapter 4.
Chapter 4 generated?
8Step 8 of 8: Chapter 4 Export Center.
8 / 8 ✓

Chapter 4 Export Center

Download Chapter 4 and supporting tables.

📄 Full Chapter 4

Complete Findings & Results chapter.

📊 Demographics Table

Participant demographics as standalone table.

1Dissertation Dashboard. Birds-eye view of all 5 chapters with readiness scores and quick navigation.

Dissertation Dashboard

Status, readiness, and quick navigation across all chapters.

2Abstract Generator. Auto-assembles an APA abstract (150-250 words) from your chapters.

Abstract Generator

Pulls Chapter 1 (purpose, problem), Chapter 3 (methodology), Chapter 4 (key findings), Chapter 5 (conclusions) to build the abstract.

0 / 250 words
3Front Matter & Table of Contents. Title page, dedication, acknowledgments, TOC.

Front Matter & Table of Contents

Build the title page, dedication, acknowledgments, and auto-generated TOC.

4Full Dissertation Assembly. Merge all 5 chapters into one complete document.

Full Dissertation Assembly

Combines all 5 chapters plus front matter into a single document.

📚
Full dissertation not assembled yet
Generate each chapter first, then click Assemble Full Dissertation.