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Automated versus manual audit in the emergency department

Steven Doherty1, Lin Davis, Paul Leschke

  • 1Rural Clinical School, University of Newcastle, Tamworth, Australia. Steven.Doherty@hnehealth.nsw.gov.au

International Journal of Health Care Quality Assurance
|December 6, 2008
PubMed

Insights

Automated form processing (AFP) systems like TELEform overestimate clinical indicator compliance in pediatric emergency medicine. Manual audits reveal significant discrepancies, highlighting the need to validate automated data against traditional methods.

Area of Science:

  • Emergency Medicine
  • Health Informatics
  • Pediatric Care

Background:

  • Accurate data collection is crucial for assessing clinical performance in pediatric emergency departments.
  • Automated form processing (AFP) offers potential efficiency gains but requires validation.
  • Clinical indicators (CIs) are key metrics for evaluating care quality.

Purpose of the Study:

  • To compare data accuracy between automated form processing (AFP) and manual data collection for clinical indicators (CIs) in pediatric emergency medicine.
  • To evaluate the reliability of TELEform, an AFP system, against traditional manual audits.
  • To identify discrepancies in CI compliance reporting between automated and manual methods.

Main Methods:

  • A manual audit was conducted on pediatric patients with common conditions (croup, asthma, bronchiolitis, head injury, gastroenteritis).
  • Data from 16 CIs were collected for 127 patients via manual audit and compared with data from the TELEform AFP system.
  • Patient data were identified using ICD 9 coding.

Main Results:

  • TELEform data, available for only 24 patients, overestimated CI compliance by 17% (90.6%) compared to manual audits (73.5%).
  • Manual audits showed significantly higher compliance (92.5%) when clinical guidelines were integrated into records versus when they were not (51.3%).
  • A substantial difference in patient data availability existed between the two methods.

Conclusions:

  • Automated form processing (AFP) systems, such as TELEform, can overestimate emergency department performance regarding CI compliance.
  • Healthcare facilities utilizing AFP tools must establish validation processes linking automated data to traditional auditing methods.
  • Manual auditing remains essential for accurate assessment of clinical performance and guideline adherence in pediatric emergency settings.
Abstract

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