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Related Concept Videos

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The evaluation stage signals the end of the nursing process. The nurse gathers evaluative data to assess whether or not the patient has attained the expected results. Whereas the nurse collects data in the nursing assessment to identify the patient's health concerns, the evaluation stage data determines if the indicated health issues are resolved. Evaluative data collection includes two sections: the data acquired to evaluate patient outcomes and the time criteria for data collection.
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Long-Term Care Facilities
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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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Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
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The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
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Updated: May 21, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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Stakeholder-driven multi-stage adaptive real-world theme-oriented (SMART) telehealth evaluation framework: a scoping

Yunxi Zhang1,2, Yueh-Yun Lin2, Lincy S Lal3

  • 1Department of Data Science, John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, United States.

Lancet Regional Health. Americas
|March 21, 2025
PubMed
Summary

A new framework enhances telehealth evaluations by addressing quality assurance gaps. This approach standardizes telehealth services, improving health outcomes and promoting equity.

Keywords:
EvaluationFrameworkScoping reviewStakeholderTelehealth

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Area of Science:

  • Healthcare Management
  • Health Services Research
  • Digital Health

Background:

  • Telehealth adoption has surged, yet comprehensive evaluation frameworks for quality assurance remain underdeveloped.
  • Existing evaluations often lack standardized methodologies, hindering consistent quality assessment.
  • This gap impacts the effective implementation and scalability of telehealth services.

Purpose of the Study:

  • To conduct a scoping review of existing telehealth evaluation frameworks within the US healthcare system.
  • To identify key themes and components of current telehealth evaluation approaches.
  • To develop a novel, comprehensive conceptual framework for evaluating telehealth programs.

Main Methods:

  • A scoping review following the Joanna Briggs Institute methodology and a published protocol.
  • Systematic search and synthesis of telehealth evaluation frameworks published between 2019 and 2023.
  • Development of a stakeholder-driven, multi-stage adaptive real-world theme-oriented (SMART) conceptual framework.

Main Results:

  • Twelve telehealth evaluation frameworks were identified and analyzed.
  • Key themes included program implementation, clinical impact, economic impact, and equity.
  • A novel SMART conceptual framework for telehealth evaluation was developed and illustrated with a use case.

Conclusions:

  • The developed SMART framework provides a structured approach for comprehensive telehealth evaluation.
  • This framework aids stakeholders in creating tailored evaluation plans for telehealth services.
  • Standardizing telehealth evaluations can enhance service quality, improve patient outcomes, and advance health equity.