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Related Concept Videos

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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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Related Experiment Video

Updated: Nov 18, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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Developing a Value Framework: Utilizing Administrative Data to Assess an Enhanced Care Initiative.

Casey J Allen1, Jarrod S Eska2, Nikhil G Thaker3

  • 1Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; The Institute for Cancer Care Innovation, The University of Texas MD Anderson Cancer Center, Houston, Texas.

The Journal of Surgical Research
|February 9, 2021
PubMed
Summary
This summary is machine-generated.

Enhanced recovery pathways for pancreatic surgery significantly reduced length of stay and costs. This study demonstrates a framework using national administrative data to assess healthcare value and identify improvement opportunities.

Keywords:
CostGoal-concordant careHarmOutcomesPriceQualitySafetyShared decision-makingValueValue-based health care

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Area of Science:

  • Health Services Research
  • Surgical Outcomes
  • Health Economics

Background:

  • Quantifying the total value of comparative healthcare processes remains challenging.
  • Hospital administrative data offers a valuable resource for performance evaluation.
  • An analytic framework was developed to assess multiple value domains of an enhanced recovery initiative.

Purpose of the Study:

  • To evaluate the impact of risk-stratified clinical pathways on pancreatic surgery outcomes.
  • To benchmark institutional performance against national data before and after pathway implementation.
  • To assess changes in value metrics including mortality, complications, length of stay, readmissions, and costs.

Main Methods:

  • Utilized a national administrative database to analyze pancreatic surgery cases.
  • Implemented risk-stratified clinical pathways in 2016.
  • Assessed value metrics: in-hospital mortality, complication rates, length of stay (LOS), 30-day readmission rates, and institutional costs.
  • Compared institutional performance with national data using radar charts.

Main Results:

  • Post-pathway implementation, the institution saw reduced mean LOS (7.7 vs 10.3 days) and lower costs ($19,428 vs $22,032) compared to national averages.
  • In-hospital mortality decreased (0.3% vs 1.6%) and complication rates fell (6.3% vs 10.3%) after pathway implementation.
  • Institutional costs shifted from higher to lower than comparators post-implementation.

Conclusions:

  • An analytic framework using national administrative data can effectively assess the value of enhanced care initiatives.
  • The study highlights methods for identifying and measuring opportunities for targeted healthcare improvements.
  • Acknowledges limitations of administrative data for comprehensive value assessment in healthcare.