Insights on effective assessment strategies, data-driven evaluation techniques, test creation best practices, learner engagement tips, and practical advice for educational and corporate assessment leaders.
A prescriptive canonical ER model and taxonomy for enterprise assessment programs: items, forms, administrations, candidates, scores, tags; mandatory metadata fields, naming conventions, mapping rules to HRIS/LMS/BI, and migration recipes for legacy banks.
Assessment-focused mapping of interoperability standards (QTI, LTI, xAPI) to procurement and vendor-acceptance tests. Provides test scripts, vendor acceptance checklists, sample payloads/LRS examples, and procurement POC scenarios so procurement and architecture teams can validate vendor claims.
Operational cohort playbook with sample-selection heuristics, pre/post measures, follow-up intervals, confounder checks and stakeholder-ready narrative templates for attribution claims.
An evergreen, non‑commercial procurement brief that gives HR, L&D, and procurement teams a practical checklist, decision framework, and RFP/snippet bank for evaluating assessment platforms that must support mixed‑format item banks (MCQ, short answer, essays, code), role‑based access controls, automated grading pipelines, and prebuilt LMS connectors (Canvas, Moodle, Workday). Includes: capability tiers mapped to typical org sizes (startup, mid‑market, enterprise), a prioritized evaluation matrix with scoring guidance, sample RFP questions and test scenarios, integration and data flow checklist, security/compliance considerations, pilot plan and success metrics, and cost / deployment timeline drivers. Designed to be linked from the Hiring Surge Playbook as a companion procurement resource.
An evergreen buyer’s guide that shortlists five assessment vendors meeting the specified technical criteria (mixed-format item banks: MCQ, short answer, essays, code; role-based access; automated grading pipelines; prebuilt LMS connectors including Canvas, Moodle, Workday). For each vendor include a one-line key differentiator, typical organization-size fit, and known limitations. Supplement the shortlist with a decision matrix, procurement checklist, sample RFP questions, integration and migration notes, and a recommended evaluation timeline. Link back to the event-driven Hiring Surge Playbook for teams using this guide during rapid hiring.
Micro-training curriculum: one-sheets, scenario exercises, decision checklists and reporting templates keyed to HR, managers, and executives with sample training modules and quick-reference visuals.
Portfolio-level decision framework tailored to assessment programs: scored rubric for initiatives (hiring vs training vs certification), lifecycle cost templates, sunset criteria, and sample business-case templates for funding committees.
A short, tactical guide mapping OFCCP’s Aug 21, 2026 final rules to concrete assessment operations: what to audit first (data collection & self-ID), immediate changes to accommodation intake and logging, vendor and contract controls to add, required reporting/artifacts for AAPs, timelines and stop/go priorities for remediation, and template enforcement-ready audit logs and candidate communications.
Checklist-driven program with universal item templates, item-writing heuristics that reduce accommodation need, accessibility testing steps, and integration with intake/accommodation workflows.
