Editorial work, six clear ways.

Regulatory medical writing

CSRs, Investigator's Brochures, IND/NDA submissions and CTD modules for FDA, EMA and MHRA.

Medical communications (MedComms)

Manuscripts, abstracts, posters, medical affairs decks and advisory board materials.

Therapeutic specialisations

Rare diseases & orphan drugs, oncology, neurology, haematology and immunology/rheumatology.

Medical marketing & promotional

Product websites, brochures, sales training and HCP advertising — compliant copy.

Medical education (MedEd)

CME modules, workshops, patient education and disease-awareness materials.

Health Economics & Outcomes Research

Value dossiers, AMCP submissions and real-world evidence narratives for market access.

Other specialised writing

Grant proposals, medical journalism and plain-language summaries of clinical trials.

Software & environments

R (tidyverse, lme4, survival, meta), Python (pandas, statsmodels, scikit-learn, lifelines), SPSS, Stata and SAS — chosen to match your team's workflow, audit requirements and journal expectations.

Descriptive & exploratory analysis

Data cleaning, missing-data diagnostics, Table 1 baseline characteristics, distributional checks and publication-grade visualisation (ggplot2, matplotlib).

Comparative & inferential tests

t-tests, ANOVA/ANCOVA, Mann–Whitney, Kruskal–Wallis, chi-square, Fisher's exact, McNemar — with assumption checks and effect-size reporting (Cohen's d, η², odds ratios with 95% CIs).

Regression modelling

Linear, logistic, multinomial and ordinal logistic regression; Poisson and negative binomial for count data; mixed-effects (GLMM) and GEE models for clustered/longitudinal data.

Survival & time-to-event analysis

Kaplan–Meier estimation, log-rank tests, Cox proportional-hazards (with PH diagnostics), competing-risks (Fine–Gray) and parametric survival models.

Diagnostic & predictive modelling

ROC/AUC, sensitivity, specificity, NPV/PPV, calibration plots, decision-curve analysis, and machine-learning classifiers (random forests, XGBoost, regularised regression) with cross-validated performance.

Meta-analysis & evidence synthesis

Fixed- and random-effects meta-analysis, heterogeneity (I², τ²), subgroup and meta-regression, network meta-analysis and PRISMA-compliant reporting (R: meta, metafor).

Trial & sample-size planning

Power and sample-size calculations, randomisation schemes, interim-analysis plans and SAP (Statistical Analysis Plan) authoring to ICH E9 standards.

Psychometrics & survey analysis

Reliability (Cronbach's α, ICC), exploratory and confirmatory factor analysis (EFA/CFA), item-response theory and structural equation modelling (lavaan, Mplus).

Study design & protocol development

Target trial emulation, retrospective and prospective cohort, case–control, cross-sectional and pragmatic trial designs — with PICOT framing, causal DAGs and pre-registered protocols (ENCePP, OSF).

Real-world data sources

Electronic health records (EHR), claims databases, disease and product registries, patient-reported outcomes (PROs), wearables and linked national datasets (CPRD, HES, SEER-Medicare, Optum, IQVIA).

Data curation & common data models

ETL into OMOP CDM, Sentinel and PCORnet; phenotype algorithm development and validation; data-quality assessment against Kahn framework.

Causal inference & confounding control

Propensity-score matching, weighting (IPTW) and stratification; instrumental variables, difference-in-differences, interrupted time-series and target trial emulation to mitigate confounding-by-indication.

Comparative effectiveness & safety

Active-comparator new-user designs, signal detection, post-authorisation safety studies (PASS) and post-authorisation efficacy studies (PAES) for regulators and payers.

Health economics & outcomes research (HEOR)

Burden-of-illness, cost-of-care, healthcare resource utilisation (HCRU), budget-impact and cost-effectiveness models to support NICE, ICER and AMCP value submissions.

Evidence synthesis & indirect comparison

Systematic literature reviews, network meta-analysis and matching-adjusted indirect comparisons (MAIC, STC) when head-to-head trials are unavailable.

Regulatory & HTA reporting

RWE submissions for label expansions, single-arm trial external controls, conditional approvals and HTA dossiers — with STaRT-RWE, RECORD and STROBE-aligned manuscripts.

Proofreading

Final-pass corrections of grammar, spelling, punctuation, capitalisation and typographical consistency before submission or publication.

Copy-editing

Sentence-level rewriting for clarity, concision, tone and flow — tightening prose while preserving your voice and intended meaning.

Language polishing for ESL authors

Idiomatic English refinement for non-native speakers, with attention to article use, prepositions, tense and natural academic register.

Consistency & style enforcement

Application of house, journal or institutional style guides (AMA, APA, Chicago, Vancouver) for spelling, terminology, hyphenation and number style.

Track-changes & editor queries

Transparent Word/LaTeX track-changes with margin queries flagging ambiguity, missing citations or factual issues for author review.

Pre-submission readiness check

Cover-letter polish, title and abstract refinement, and a final read-through against target-journal author guidelines.

Structural review

Assessment of overall organisation, section ordering, signposting and logical flow from introduction through discussion and conclusion.

Argument & evidence

Critical appraisal of the central thesis, strength of supporting evidence, gaps in reasoning and balance between claim and caveat.

Narrative & pacing

Chapter- and section-level pacing for monographs, theses and long-form reports — ensuring momentum without sacrificing rigour.

Audience & framing

Realignment of tone, depth and terminology for your intended readership — specialist journal, regulator, payer, student or general scientific audience.

Reverse outlining & restructure plan

A written editorial memo with a reverse outline, scene-by-scene or section-by-section notes and a prioritised revision plan.

Coaching for revisions

Follow-up rounds reviewing your revised drafts, with check-ins between rounds to keep momentum and resolve open questions.

Journal & publisher templates

Typesetting to target-journal or publisher specifications: margins, line spacing, headings, table and figure captions, running heads and section numbering.

Style compliance

Full document compliance with APA, MLA, Chicago, IEEE, AMA, Vancouver, Harvard or bespoke institutional style guides.

Thesis & dissertation formatting

University-specific thesis templates — title page, declarations, table of contents, lists of figures/tables, pagination and binding margins.

Bibliography building

Construction of complete reference lists from in-text citations, with verification of authors, titles, journals, volumes, pages, years and DOIs.

Citation conversion

Conversion between citation styles (e.g. Harvard to Vancouver, APA to AMA) and between reference managers — EndNote, Zotero, Mendeley, BibTeX.

Reference verification

Cross-checking each citation against the source for accuracy, identifying missing or broken references and resolving duplicate or inconsistent entries.

Tables, figures & equations

Reformatting tables and figures to journal specifications, equation numbering (LaTeX/MathType) and consistent labelling across the document.