sencersoylu/scholar-flow

economics-standards

Standards and conventions for economics research — econometrics, applied economics, finance, development economics

law-standards

Standards and conventions for legal scholarship — law review articles, empirical legal studies, comparative law, jurisprudence

social-sciences-standards

Standards and conventions for social science research — psychology, sociology, political science, anthropology

citation-tools

Standalone citation management utilities — DOI lookup, BibTeX conversion, PubMed metadata extraction, and citation validation

descriptive-statistics

Descriptive statistics procedures including central tendency, distribution analysis, normality tests, and data visualization

inferential-statistics

Inferential test selection and execution including t-test, ANOVA, chi-square, and non-parametric alternatives

power-analysis

Sample size and power analysis with effect size estimation and Type I/II error control

regression-analysis

Regression analysis protocols for linear, logistic, and Cox regression with model selection and assumption checks

cs-standards

Computer science research standards including algorithm complexity analysis, benchmark standards, and artifact evaluation

engineering-standards

Engineering research standards including IEEE/ACM guidelines, reproducibility requirements, and data sharing policies

medical-standards

Medical research standards including IRB/Helsinki ethics, HIPAA, MeSH terminology, and ICMJE authorship criteria

case-control-study

Case-control study design with matching strategies, odds ratio calculation, and STROBE checklist

case-report

Case report/series structure with CARE checklist and clinical significance discussion

cohort-study

Prospective and retrospective cohort study design with STROBE checklist and confounding control

computational-study

Computational study protocol with algorithm design, benchmarking, and ablation study methodology

cross-sectional

Cross-sectional study design with sampling strategy, prevalence calculation, and STROBE checklist

experimental-study

Experimental study design with control groups, reproducibility requirements, and reporting standards

meta-analysis

Meta-analysis protocol with effect size calculation, heterogeneity analysis, and GRADE assessment

mixed-methods

Mixed methods research design with convergent, explanatory, and exploratory approaches

qualitative-research

Qualitative research protocols including thematic analysis, grounded theory, and COREQ checklist

randomized-controlled-trial

RCT design protocol with randomization, blinding, CONSORT flow diagram, and sample size calculation

survey-research

Survey research protocol with questionnaire design, scale development, and validity/reliability analysis

systematic-review

PRISMA 2020 systematic review protocol with database search strategy and bias assessment

researcher-profile

Researcher identity including expertise area, academic title, research interests, and publication history

tool-preferences

Preferred tools for statistics (R/Python/SPSS), reference management (Zotero/Mendeley), and databases

writing-preferences

Writing style preferences including language, tone, voice, and paragraph structure

acm-style

ACM citation and formatting rules for computing journals and conferences

ama-style

AMA Manual of Style citation and formatting rules for medical journals

apa-style

APA 7th Edition citation and formatting rules for interdisciplinary use

cover-letter

Editor cover letter writing guide with article summary, suitability argument, and formatting

ieee-style

IEEE citation and formatting rules for engineering journals and conferences

journal-selector

Journal selection guide based on impact factor, scope fit, publication timeline, and open access policy

vancouver-style

Vancouver (numbered) reference system commonly used in medical journals

internal-peer-review

Internal peer review protocol checking methodology consistency, result interpretation, and logical fallacies

plagiarism-check

Plagiarism and similarity check strategy with paraphrase improvement suggestions

reporting-checklist

Reporting guideline compliance checker for CONSORT, STROBE, PRISMA, ARRIVE, and CARE checklists

reproducibility-check

Reproducibility assessment checking data/code sharing adequacy and methodology detail level

revision-response

Systematic response to peer reviewer comments with point-by-point response letter template

statistical-review

Statistical review protocol checking for p-hacking, multiple comparison correction, and effect size reporting

bayesian-methods

Bayesian statistical methods including prior selection, posterior interpretation, and Bayes factor calculation