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Data Validation01:03

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Data validation is an essential part of a comprehensive assessment. Validation is confirming or verifying and opening the door to gathering more assessment data as it clarifies vague or unclear data. The process of checking and verifying the collected information is called data validation. The primary purpose of data validation is to ensure data is as free from error, bias, and misinterpretation as possible.
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Formulating and Validating Nursing Diagnosis II01:25

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Nursing diagnoses represent a problem validated by major defining characteristics. There are four categories of nursing diagnoses: problem-focused, risk, health promotion or wellness, and syndrome. The anatomy of a nursing diagnosis includes three components: problem statement or diagnostic label, defining characteristics, and related factors.
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Assessment of apical radial pulse01:25

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Apical-Radial (A-R) Pulse Assessment
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Nursing Assessment01:29

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The two sources for collecting information are primary and secondary. After gathering information, interpretation and validation help to complete the data. The purpose of assessment is to establish data with the initial information, to interpret data about the patient's perceived needs and health problems, and to respond to these problems identified.
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Beyond the Checklist: Development and Validation of a Multi-Dimensional Clinical Competency Assessment Tool for

August Longino1, Braidie Campbell2, Eric Grimm3

  • 1August Longino is a Clinician Researcher at Denver Health Medical Center, Denver, CO.

Academic Medicine : Journal of the Association of American Medical Colleges
|January 8, 2026
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Summary

A new clinical competency assessment tool (CAT) combining checklists, global skills assessment, and entrustment scores shows feasibility for evaluating resident procedural skills. This multidimensional approach offers more accurate competency evaluation than checklists alone.

Keywords:
checklist-based competency evaluationholistic assessment of procedural skillsprocedural competency assessmentresident procedural trainingsimulation vs. clinical assessment

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Area of Science:

  • Medical Education
  • Clinical Skills Assessment
  • Patient Safety

Background:

  • Medical residents perform critical bedside procedures impacting patient outcomes.
  • A lack of standardized national criteria for independent resident procedure performance exists.
  • Current methods for assessing procedural competency are unclear in utility and feasibility.

Purpose of the Study:

  • To develop and assess the feasibility and reliability of a multidimensional clinical competency assessment tool (CAT) for evaluating resident procedural performance.
  • To compare the effectiveness of a checklist, global skills assessment (GSA), and entrustment score (ES) within the CAT.

Main Methods:

  • A novel CAT was created, incorporating a checklist, GSA, and ES, with defined passing cutoffs.
  • The CAT evaluated internal medicine interns performing large-volume paracentesis (LVP) and central venous catheter insertion (CVC).
  • Inter-rater reliability was assessed through simultaneous dual-assessments of procedures.

Main Results:

  • The CAT was utilized in 29.7% of observed LVP and CVC procedures.
  • While high percentages met checklist criteria (85% LVP, 75% CVC), significantly fewer met GSA (20% LVP, 14% CVC) or ES (15% LVP, 7% CVC) cutoffs.
  • Inter-rater reliability showed strong agreement for LVP (Cohen's kappa = 1.0) but varied for CVC (87% agreement).

Conclusions:

  • A multidimensional CAT is feasible and reliable for assessing resident procedural competency.
  • Checklists alone are insufficient; combining them with holistic scores (GSA, ES) improves competency assessment accuracy and pass rates.
  • Multiple complementary assessment methods are recommended for robust identification of competent procedural performance.