AcademicFix
TR

An open workbench for academic tasks.

X ↗

What are you working on?

Search runs in this browser. Search text is not transmitted.

GuideIs this journal indexed? Check the title, collection and dateA dated journal verification workflow: identifiers, named collections, coverage history, website checks and a hypothetical timeline.GuideCheck an SPSS .sav file in Studio: labels, missing values and scopeImport an SPSS .sav file directly into Studio 1.1.1 and check raw codes, labels, missing values and message scope with synthetic data.GuideModel subscription, BYOK API or local model: which fits research work?Compare research model access, billing and data flow, then test a synthetic task and record actual usage.GuideUnpublished manuscripts and research data: an AI privacy and ethics checklistCheck sharing authority, local and cloud processing, provider terms, data minimisation and academic disclosure before submitting research to AI.GuideConnect an OpenAI API key to Studio and limit spendingCreate an API key for Studio 1.1.1, test the connection and distinguish spend alerts from enforced monthly limits.Resource / checklistAcademicFix Studio security and architectureStudio 1.1.1 data flow, local records, model connections, code permissions and API cost estimation.Resource / checklistAcademicFix Studio user guideStudio 1.1.1: installation, models, agents, documents, production approval, outputs, local analysis, office, audio and troubleshooting.GuideWord and Zotero: fix the record before the reference listA six-stage workflow with record checks, a practice repair audit and an editable-master handover.GuideDergiPark DOI service: can your journal apply yet?Current service requirements, a checked two-issue example, IZ distinction and an editor's DOI verification workflow.GuideAPA 7 tables and figures: make the numbers readableA checked teaching table, border decisions, figure readability and a source-backed APA submission audit.GuideAPA 7 quotations: what changes at exactly 40 words?Counted examples, punctuation, locators and a source-backed quotation audit.GuideHow to interpret a p-value: effect size, confidence intervals and five checksA verified teaching example, five interpretation checks, confidence interval guidance and primary sources.ToolWord research template builderBuild an editable Word document from your own assignment, paper or thesis sections. Choose fonts, alignment and a contents field in your browser.GuideAI detection and similarity tools: what a score can actually tell youCompare Copyleaks, QuillBot, GPTZero and Turnitin by task, language and access. Separate detector signals, source matches and human review.Resource / checklistAPA and DOI checklist: 7 reference errors to catchA source-by-source checklist for citation matching, bibliographic verification, DOI accuracy, publication versions and APA 7 consistency.Resource / checklistCheck your references, step by stepA self-guided workflow for citation matching, DOI metadata and APA 7 reference formatting.Resource / checklistMethods resources for data analysisSource-led guides to research questions, analysis selection, assumptions and transparent reporting.GuideHow to Anonymize a Manuscript for Blind Peer Review: Step-by-Step ChecklistMaster double-blind peer review compliance. Prevent administrative desk rejection with our 6-phase anonymization protocol: separate Title Page, self-citation masking in APA 7, ethics redaction, Word Document Inspector metadata scrub, and PDF/LaTeX sanitization.GuideHow to Format a DOI in APA 7: Fix the Display, Preserve the IdentifierUse the APA DOI link format without changing the identifier. Compare older links, reference punctuation and database exceptions with a checked formatting example.GuideHow to Use 'et al.' in APA 7 (In-Text Citations & Reference List Rules)Master APA 7 'et al.' rules: 3+ author first-citation cutoff, two-author prohibition, same-year disambiguation, reference list 20-author rule, and Zotero setup.GuideHow to Appeal a False-Positive Turnitin AI Detection Score in a ThesisA step-by-step procedural workflow for disputing false-positive Turnitin AI writing detection: version histories, Word editing metadata, source archives, and formal institutional appeals.GuideWhat to Do When an Article Has No DOI: APA 7, Chicago & Citation RulesAn authoritative guide to citing journal articles without a DOI in APA 7, Chicago, IEEE, and MLA 9. Learn when DOIs are genuinely absent, database URL rules, and peer-review rebuttal scripts.GuideBibliography vs Reference List: Check the System, Then Match the SourcesChoose the required list, handle APA exceptions and audit unique cited works with a hypothetical example and Zotero guidance.GuideHow to Check a Journal’s Author Guidelines: Match the Article and Submission StageTurn current journal instructions into a traceable submission checklist. Compare PLOS ONE and Wiley Free Format policies, then try a clearly hypothetical revision-file exercise.

The reading desk

Guides

From references to research methods: start with a question, inspect the evidence and apply it to your own work.

Start with your task

A guide, a tool, a next step

47 resources

Is this journal indexed? Check the title, collection and date

A dated journal verification workflow: identifiers, named collections, coverage history, website checks and a hypothetical timeline.

Check an SPSS .sav file in Studio: labels, missing values and scope

Import an SPSS .sav file directly into Studio 1.1.1 and check raw codes, labels, missing values and message scope with synthetic data.

Model subscription, BYOK API or local model: which fits research work?

Compare research model access, billing and data flow, then test a synthetic task and record actual usage.

Ethics

Unpublished manuscripts and research data: an AI privacy and ethics checklist

Check sharing authority, local and cloud processing, provider terms, data minimisation and academic disclosure before submitting research to AI.

Connect an OpenAI API key to Studio and limit spending

Create an API key for Studio 1.1.1, test the connection and distinguish spend alerts from enforced monthly limits.

AcademicFix Studio security and architecture

Studio 1.1.1 data flow, local records, model connections, code permissions and API cost estimation.

AcademicFix Studio user guide

Studio 1.1.1: installation, models, agents, documents, production approval, outputs, local analysis, office, audio and troubleshooting.

Citations

Word and Zotero: fix the record before the reference list

A six-stage workflow with record checks, a practice repair audit and an editable-master handover.

Citations

DergiPark DOI service: can your journal apply yet?

Current service requirements, a checked two-issue example, IZ distinction and an editor's DOI verification workflow.

Citations

APA 7 tables and figures: make the numbers readable

A checked teaching table, border decisions, figure readability and a source-backed APA submission audit.

Citations

APA 7 quotations: what changes at exactly 40 words?

Counted examples, punctuation, locators and a source-backed quotation audit.

How to interpret a p-value: effect size, confidence intervals and five checks

A verified teaching example, five interpretation checks, confidence interval guidance and primary sources.

Ethics

AI detection and similarity tools: what a score can actually tell you

Compare Copyleaks, QuillBot, GPTZero and Turnitin by task, language and access. Separate detector signals, source matches and human review.

Citations

Check your references, step by step

A self-guided workflow for citation matching, DOI metadata and APA 7 reference formatting.

Methods

Methods resources for data analysis

Source-led guides to research questions, analysis selection, assumptions and transparent reporting.

Thesis & submission

How to Anonymize a Manuscript for Blind Peer Review: Step-by-Step Checklist

Master double-blind peer review compliance. Prevent administrative desk rejection with our 6-phase anonymization protocol: separate Title Page, self-citation masking in APA 7, ethics redaction, Word Document Inspector metadata scrub, and PDF/LaTeX sanitization.

Citations

How to Format a DOI in APA 7: Fix the Display, Preserve the Identifier

Use the APA DOI link format without changing the identifier. Compare older links, reference punctuation and database exceptions with a checked formatting example.

Citations

How to Use 'et al.' in APA 7 (In-Text Citations & Reference List Rules)

Master APA 7 'et al.' rules: 3+ author first-citation cutoff, two-author prohibition, same-year disambiguation, reference list 20-author rule, and Zotero setup.

Ethics

How to Appeal a False-Positive Turnitin AI Detection Score in a Thesis

A step-by-step procedural workflow for disputing false-positive Turnitin AI writing detection: version histories, Word editing metadata, source archives, and formal institutional appeals.

Citations

What to Do When an Article Has No DOI: APA 7, Chicago & Citation Rules

An authoritative guide to citing journal articles without a DOI in APA 7, Chicago, IEEE, and MLA 9. Learn when DOIs are genuinely absent, database URL rules, and peer-review rebuttal scripts.

Thesis & submission

Bibliography vs Reference List: Check the System, Then Match the Sources

Choose the required list, handle APA exceptions and audit unique cited works with a hypothetical example and Zotero guidance.

Thesis & submission

How to Check a Journal’s Author Guidelines: Match the Article and Submission Stage

Turn current journal instructions into a traceable submission checklist. Compare PLOS ONE and Wiley Free Format policies, then try a clearly hypothetical revision-file exercise.

Methods

How to Choose a Statistical Analysis for a Research Question

An authoritative step-by-step decision framework for graduate and thesis researchers on choosing statistical tests based on research questions, variable types, Stevens measurement scales, and parametric assumptions with APA 7 reporting templates.

Methods

Correlation vs Regression: What Is the Difference? Start with the Question

Separate Pearson r from a regression slope, check units and diagnostic patterns, and avoid causal claims. Two reproducible teaching examples replace universal cutoffs.

Methods

How to Calculate and Report Cronbach's Alpha in APA 7 (Step-by-Step Guide)

Master Cronbach's alpha reliability analysis for Likert scales: reverse-coding rules, SPSS and R workflows, if-item-deleted diagnostics, and copyable APA 7 reporting templates.

Thesis & submission

Crossref vs Google Scholar: What Is Each Search For?

Compare Crossref official DOI registration vs Google Scholar web discovery. Learn metadata accuracy, citation validity, and when to use each in research.

Ethics

When Is Ethics Committee Approval Exempt in Academic Research? Guidelines & Compliance

An authoritative guide to institutional review board (IRB) and research ethics committee (REC) exemption criteria: US Common Rule (45 CFR 46), COPE rules, anonymous surveys, secondary data, and manuscript exemption statements.

Citations

Fix Undefined Citations in Overleaf: Check the Input, Workflow and Log

Trace missing citations through file names, cite keys, BibTeX or biblatex settings and compile logs. Includes a fictional key-matching exercise and scoped cache guidance.

Methods

How to Calculate Sample Size and Statistical Power Using G*Power

An authoritative step-by-step guide for graduate researchers and journal authors on conducting a priori power analysis using G*Power 3.1: Cohen's effect sizes, parameter matrix, attrition adjustment formula, and APA 7 reporting templates.

Citations

How to Find the DOI of a Journal Article: Locate, Match and Verify

Find a candidate DOI, compare the actual publication and version, and keep unresolved searches separate from confirmed matches. A checked article/correction example shows why.

Ethics

How to Identify a Retracted Article: Verification Protocols, Crossmark & Citation Hygiene

Learn how to identify retracted papers, avoid zombie citations, and audit your bibliography using real-time DOI resolution, Crossref Crossmark, Retraction Watch, NISO CREC standards, and Zotero.

Ethics

How to Identify Predatory and Hijacked Academic Journals

An evidentiary verification framework for detecting predatory publishers, hijacked journal websites, fake metrics, and deceptive editorial boards.

Methods

How to Test Data for Normality: p-Values, Q-Q Plots and Decisions

Interpret Shapiro-Wilk without claiming proof of normality. Check Q-Q patterns, K-S parameter assumptions and kurtosis conventions with a reproducible example.

Thesis & submission

How to Write a Journal Submission Cover Letter: Check the Rules First

Compare journal-specific cover letter requirements, draft a focused contribution and fit statement, and verify every declaration. Includes a clearly fictional practice example.

Thesis & submission

How to Number Tables and Figures in a Thesis (Word, LaTeX & Style Guide)

An authoritative guide for graduate and thesis researchers on numbering tables and figures: chapter-based vs continuous schemes, caption placement rules (APA 7 vs traditional), Microsoft Word and LaTeX automation, and front-matter lists.

Thesis & submission

How to Write a Response to Reviewers Letter: Guide & Templates

Master journal revisions with our point-by-point response to reviewers template. Learn polite rebuttal strategies, tracked changes prep, and editor notes.

Citations

How to Cite Secondary Sources in APA 7 (As Cited In Format): Step-by-Step Guide & Examples

Master APA 7 secondary citations: 'as cited in' in-text rules, why primary sources must never appear in references, Zotero & Mendeley prefix trick, and committee risk matrix.

Ethics

When Does a Thesis Study Need Ethics Approval? Official Guidelines & Step-by-Step Protocol

An authoritative guide to Institutional Review Board (IRB) and Research Ethics Committee (REC) approval for master's and doctoral theses: human subjects criteria, the 3 review tiers, the retrospective approval ban, and defense compliance.

Thesis & submission

Zotero vs Mendeley: Test Your Writing and Migration Workflow

Compare writing integrations, file syncing and migration limits. Use a small pilot to check PDFs, annotations and editable citations before changing reference managers.

Citations

How to Match In-Text Citations with the Reference List

Reconcile in-text citations and reference-list entries, resolve author–date conflicts, verify DOI records and preserve Zotero links before submission.

Methods

How to report interview methods in a thesis

Report interview research transparently: design, sampling, recruitment, procedure, reflexivity, ethics, transcription and analysis, with SRQR and COREQ.

Thesis & submission

Manuscript formatting workflow

Free self-review resources for author guidelines, tables, references and anonymisation.

Thesis & submission

How to prepare a manuscript for journal submission

Prepare a journal submission package with a practical workflow for author instructions, method-result alignment, references, declarations and final-file checks.

Thesis & submission

Pre-submission self-review

Review journal files, declarations, citations and supplements before you submit.

Methods

How to choose a statistical analysis for research

Choose a defensible statistical analysis by linking the research question, study design, variable types, assumptions and transparent reporting plan.

Thesis & submission

Thesis formatting workflow

From institutional instructions to final checks: resources for reviewing your own thesis.

Citations

What is Crossref, and how do you verify a DOI?

Learn what Crossref does and verify a DOI against the title, authors, publication details, object type and version before submission.