Clinical Data Management & Technology
This section covers the systems, standards, and processes used to capture, clean, manage, and secure the data generated by a clinical trial - the infrastructure layer that sits underneath trial results and regulatory submissions alike. Clinical data management has developed into its own discipline with its own body of knowledge, most notably the Society for Clinical Data Management's Good Clinical Data Management Practices (GCDMP), which documents accepted practice across areas such as case report form design, database design and validation, data cleaning and query management, and data quality metrics. Data standardization is a major theme in this cluster. CDISC (the Clinical Data Interchange Standards Consortium) publishes the data standards - including protocol, collection, tabulation, and analysis standards - that allow clinical trial data to be structured consistently enough to be pooled, reviewed, and submitted to regulators in a predictable format. These standards are what make it possible for a regulatory reviewer to work with submissions from different sponsors using a common data structure rather than a bespoke one for every trial. A second major theme is the regulatory requirements governing electronic records and electronic signatures, most notably FDA's 21 CFR Part 11, which sets out the criteria under which electronic records and signatures are considered trustworthy, reliable, and equivalent to paper records and handwritten signatures for regulated activities. For a research administrator, this is the area covering electronic data capture (EDC) system selection and validation, audit trails, data integrity controls, query resolution workflows, and the standards compliance that clinical data must demonstrate before it can support a regulatory submission.
Guides
Third party risk management software for research institutions
Third party risk management software for research offices: how Vanta, OneTrust, Prevalent and UpGuard handle SIG, CAIQ and HECVAT, and where contracts win.
Choosing emergency notification software for a campus or health system
A mass notification system is SaaS alerting, not NFPA 72 hardware. How to scope Clery Act emergency notification, shortlist vendors and prove the timeline.
HIPAA compliance software for clinical research units and academic medical centres
Which HIPAA compliance software genuinely automates evidence, policy and training for a research unit — and what the Security Rule still leaves to you.
Adobe Acrobat Sign pricing, decoded for institutional buyers
Adobe Acrobat Sign pricing decoded for research offices: Acrobat Pro bundles, standalone plans, transaction caps, and when your campus agreement covers it.
Wet signature vs electronic signature: when ink is still required
A wet signature is ink on paper. When research contracts and consent forms genuinely need one, and where ESIGN, UETA and eIDAS let you sign electronically.
HIPAA-compliant e-signature software compared for clinics and research teams
HIPAA compliant electronic signature software compared on BAA tier, audit logs and price — plus whether DocuSign and Dropbox Sign will sign a BAA.
DocuSign vs Adobe Sign for research offices
DocuSign vs Adobe Sign for research offices: Part 11 scope, BAAs, audit trails and bulk send — and where Sign.Plus at $19.99/mo beats both.
Business associate agreements for research vendors
What is a business associate agreement, who counts as a business associate in research, what a BAA must contain, and which vendors will refuse to sign one.
DocuSign pricing for research offices, priced out three ways
DocuSign pricing for research offices: envelope limits, cost per user, the tier where a BAA appears, and lighter alternatives priced alongside.
Sign.Plus review: e-signature for research offices
Sign.Plus reviewed for research administration: every plan and price, why audit trails on the free tier matter, and the HIPAA and Part 11 boundaries.
DocuSign alternatives for research offices
Why offices leave DocuSign, what to replace it with, and how envelope limits, seat pricing and compliance tiers compare for research contracting.
Electronic signature software for research offices
E-signature for subawards, MTAs and consent: what makes a signature legally valid, what Part 11 and HIPAA actually require, and what the options cost.
Getting a BAA for AI Tools Used in Research: OpenAI and Beyond
A Business Associate Agreement is required before any protected health information touches an AI tool. Here is which OpenAI products qualify, how the request process actually works, and what a BAA does and does not cover.
Mapping Clinical Data to the OMOP Common Data Model
The OMOP Common Data Model (OMOP CDM) is OHDSI’s open standard for structuring observational health data – EHR records, insurance claims, registries – into a common relational format so the same analytic code runs against any conforming database. This guide walks through the CDM’s clinical table structure, the standardized vocabularies that anchor it, and the OHDSI-tool ETL procedure (White Rabbit, Usagi, Rabbit-in-a-Hat) used to map source data onto it.
Is Fax.Plus HIPAA Compliant? The Direct Answer
Fax.Plus is HIPAA-compliant only on its Enterprise plan with a signed BAA and Advanced Security Controls enabled — lower tiers are not. Here’s exactly what’s required and what it costs.
HIPAA Compliant eSignature Software: What Actually Makes One Compliant
A signed BAA, not marketing copy, is what makes an e-signature tool usable for PHI. Here is how Sign.Plus, Dropbox Sign, PandaDoc, BoldSign, and Adobe Acrobat Sign actually handle HIPAA compliance, tier by tier.
Fax.Plus review: online fax for clinical research teams
Fax.Plus reviewed for research and clinical teams: every plan and price, why HIPAA sits on Enterprise only, and when the cheap tiers are enough.
HIPAA-Compliant Fax Cover Sheet: Free Template and Required Language
A free, copy-paste HIPAA-compliant fax cover sheet template with the confidentiality disclaimer regulators expect to see, and an honest look at what a cover sheet does and doesn’t do for HIPAA compliance.
HIPAA-compliant fax for clinical research teams
What makes a fax service HIPAA-compliant, why the BAA is the only thing that counts, what it costs, and how clinical research teams should set it up.
ClinicalTrials.gov PRS Login & Account Access
Why the PRS “Organization” login field fails first-time users, how to actually get a PRS account (there’s no self-service signup), and how the Modernized-vs-Classic PRS choice affects your login.
EMA/HMA Real-World Data Quality Framework (RW-DQF): A Guide to the EU’s RWD Quality Criteria
What the EMA/HMA Real-World Data Quality Framework (RW-DQF), finalized March 2026, actually requires: scope, quality dimensions, fit-for-purpose assessment, and how it relates to DARWIN EU and the HMA-EMA RWD Catalogues.
Castor EDC and Lightweight EDC Platforms for Investigator-Initiated Trials
A guide to Castor EDC and other lightweight electronic data capture platforms built for investigator-initiated and academic clinical trials, including how Castor compares to REDCap and OpenClinica and when a lightweight EDC makes more sense than an enterprise sponsor-scale platform.
Medidata Rave EDC: What Research Coordinators Need to Know Before Their First Study Build
A practical guide for clinical research coordinators encountering Medidata Rave EDC for the first time: how site activation and access work, the study-builder-vs-coordinator role split, training and certification expectations, query management, 21 CFR Part 11 audit trail considerations, common first-time pitfalls, and how Rave compares functionally to other EDC systems.
How to Select a Clinical Trial Management System (CTMS): A Buyer’s Guide
A practical evaluation guide for institutions selecting a CTMS: core functionality, EDC/eTMF/RTSM integration, single-site vs. multi-site needs, cloud vs. on-premise, 21 CFR Part 11 validation, cost structure, and platform categories.
Data Management Plan for Clinical Trials: EDC, CRF Flow, Lock & Retention
How a clinical trial DMP differs from a general research DMP: EDC system specification, CRF data flow, database lock procedure, source data verification, and ICH E6 retention rules.
AI in Clinical Trials: Real Applications Across Trial Operations
How AI and machine learning tools are actually being used in clinical trial operations today: patient matching, site selection, protocol simulation, and adverse-event signal detection.
Clinical Data Management Tools: How EDC, CDMS, CTMS, eTMF, RTSM, and RBM Fit Together
A landscape overview of the clinical trial technology stack — EDC, CDMS, CTMS, eTMF, RTSM, and RBM platforms — and how the tool categories relate to and integrate with each other.
Clinical Trial Management System (CTMS): What It Is and Does
A clinical trial management system (CTMS) tracks the operational side of a trial — sites, enrollment, monitoring visits, budgets, and regulatory documents — distinct from the clinical data itself, which EDC/CDMS systems handle.
Clinical Data Management: Processes, Systems, and Standards
What clinical data management covers end-to-end — EDC build and validation, edit checks, query resolution, source data verification, medical coding, and database lock — and the CDISC, GCDMP, and GCP standards that govern it.
