A Remote Telehealth Nursing System:
Structure & Process
Designed to
Measurably Improve
Patient Outcomes
Explore a Remote Nurse Triage System Designed to “Make It Easier To Do the Right Thing”.(Institute of Medicine, 2000)
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Explore a Remote Nurse Triage System Designed to “Make It Easier To Do the Right Thing”.(Institute of Medicine, 2000) * *
Nursing Informed & Designed
Nursing Process Driven
Transparent, Explainable, Consistent, Familiar, User Friendly
A Modern Telehealth Nursing Guideline Design
The Proper Role of AI
How a Design Advantage Evolved From the very beginning, TeleTriage Systems’ Guideline Task Force conceptual model(Donabedian)was human-centered rather than purely algorithmic. That matters because the strongest future triage AI systems are unlikely to function as rigid decision trees. Instead, telehealth nurses function as expert contextual interpreters (Lephrohon & Patel, 1995) operating within structured safety boundaries — much closer to the Wheeler/Guideline Task Force approach than to older deterministic protocol engines.
TeleTriage Systems’ Guideline Task Force approach and design contained concepts that resemble modern AI reasoning. For example, integrated components like clinical training and guidelines, based on the nursing process, integrated rules of thumb (heuristics) supporting traditional standards for clinical decisionmaking. Standards are informed by Learning from our mistakes — longstanding recurrent errors of continuity, communication and documentation.
Finally, a standardized, consistent 5-level, explicit acuity system (triage) framework — when, where and why a patient can require further evaluation — provides for improved patient outcome measures. A triage classification system enables patient, nurse, researcher, and AI systems to understand, define and test patient outcomes (under- and over- referral). Consensus for describing and defining classification categories is essential to remote triage decisionmaking. It represents a critical triage concept and approach — currently inadequately addressed.
Current evidence does not support CDSS/EMR replacing a complete system. Current evidence does support the use of AI within an integrated comprehensive clinical system—clinical training, qualified staff, evidence-based CDSS, reliable, updated health records, (EMR), governance, and quality oversight (Standards).
For remote clinical triage, the safest and most robust approach is to treat AI as one component of an integrated, evidence-informed, comprehensive clinical system, rather than limiting it to the CDSS system itself. Such a framework provides the structure that enables AI, clinicians, and clinical guidelines to work together to support transparent, consistent, safer patient care. Since 1995, TeleTriage Systems has continued to develop a comprehensive integrated system. A 40+ year track record attests to its standing as a leader in the field, while working to achieve EBM status.
MTG System Requirements Adapted to Remote Triage
TeleTriage Systems’ 5-level Remote Triage is loosely based on Manchester Triage Group’s broad requirements for a triage system. MTG system is intended for on-site-, not remote - triage.
1. •Nomenclature
2. •Definitions
3. •Robust triage methodology (See Triage Work Flow Diagram)
4. •Training package (See list of Clinical Classes)
5. •Audit guide for triage (See Audit)
TeleTriage System’s Five-Level Triage System Approach (1995) meets MTG’s basic triage requirements:
1. Acuity classification. Based on Five-Level Triage Concept modified for remote triage
2. Definitions of terminology. Clearly defined terminology for classification levels
3. TRIAGE methodology. 5-Level Triage with clear instructions on why, when and where patients are to be evaluated 24/7/365 (See Triage Flow Diagram based on the Nursing Process)
4. Clinical Training Program. Robust clinical training program
5. Audit (QA, QI). QA Audit
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About Sheila Quilter Wheeler, RN, MS
It’s Been A Journey. Sheila Quilter Wheeler had no intention of pioneering a new nursing subspecialty. While managing advice calls as an ED nurse, she suggested guidelines for the process, her new mission — find solutions by developing this remote nurse triage clinical practice.
Initially, she suggested two books by physician-authors Vickery, Fries and Pantell to management, for the lay audience. Still in print, these resources contain instructions for assessing, triaging, first aid and home treatment for common adult and pediatric symptoms.
In the early 1990’s, telephone triage was an embryonic field, fraught with uncertainty. Many nurses were worried about their licenses -- anxious to know how to practice remote triage safely.
As a clinical call center advice nurse, Wheeler developed and taught an in-house telephone triage class. The training syllabus gradually evolved into a book proposal. The proposal was subsequently accepted by Delmar Publishers after nine publisher rejections.
Wheeler and medical writer, Judith Windt completed the training manual, including real-life case-study audiotapes in 1993,
Due to the ongoing scarcity of pre-existing research, Wheeler extrapolated, applied and relied upon research from foundational clinical subspecialties.
From 1993-1995, Ms. Wheeler served as Editor-in-Chief, directing a 23-member expert Nurse Task Force developing the first and only three volume, specific age-based, five-level triage guidelines. Ms. Wheeler served as founder of the first national Telephone Triage conference.
From 1995-2003 she served as an expert witness on 35 malpractice cases, gradually noticing patterns of recurrent error (Atul Gawande, MD). She began devising solutions —safety prompts — integrated into clinical training, the guidelines and new rules of thumb.
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Advanced Telehealth Nursing
It Took a Village Ms. Wheeler, colleagues, nurse-consultants, and a team of of 23 + Nurse-experts and three physician-reviewers developed a complete remote nurse triage system.
Two nurse legal experts —Barbara Siebelt, RN, MSN, and Laura Mahlmeister, RN, PhD. emphasized the importance of having a "paper trail" should malpractice arise — written evidence of a complete system to bring to court — representing the effort to fulfill the “duty of due care”.
In “From Novice to Expert” Pat Benner, RN, PhD developed the concept of nursing expertise. Ms. Wheeler adapted the concept to the emerging practice. Carolyn Smith Marker, RN, MS, nursing standards expert, recommended specialized standards.
Robert Smith, JD, advised that remote triage system components be integrated, cautioning against having “just bits and pieces". He added that each component served as a “layer of protection” — “an overcoat for safety”, working together.
Jeff Clawson, MD, Pioneer of 911 - Emergency Medical Dispatch, served as Ms. Wheeler’s mentor, paving a path with his training manual, rules of thumb and devotion to patient safety. Ms. Wheeler followed suit with training manual, training, standards and triage tools
Remote Triage Research
Researchers discovered that nurses relied on symptom pattern recognition, patient context, heuristics as clinical decision-making strategies for triage, (Lephrohon, Patel, 1995). They theorized that medical diagnoses are unnecessary in remote nurse triage.
Nurse-Driven Guidelines
For two years, Ms. Wheeler. and a team of 23+ expert nurses developed the first 5-level, 3-volume, Age-based Guidelines. They also developed the first Universal Guideline — serving as both a Guideline template and then evolving into a semi-working prototype suitable as an AI-augmented co-pilot.
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Telehealth Nursing's Future
Modern Telehealth Nursing Systems Rapidly evolving and expanding, remote nurse care is unique and ubiquitous. Nurses practice in range of ambulatory and acute care settings (office, clinic, ED, post-operative care).
Ambulatory care is predicted to expand rapidly in the future; bringing with it remote nurse triage and the technologies rquired to perform telephone triage, nurse televisits, and virtual chronic care monitoring.
Various technologies: telephone-only , video, biometric devices, and patient wearables will enhance nurses’ ability to perform this challenging task.
Remote encounters will include patients calling about worrisome symptoms to pre-scheduled virtual visits for non-acute consultations.
Grounded in the nursing process, care will include triage— referrals to ED, Urgent Care or Office visit — or virtually prescribing, treating, referring and monitoring patients, medications or treatments. A secondary goal is to enhance cost-effectiveness by reducing inappropriate ED, Urgent Care and Office visits for institutions offering this.
All forms of telehealth nursing will require the process of triage, if only for the limitations of access, remote encounters, incomplete information that will require avoiding potential delays in care or diagnosis that must always be considered in remote clinical encounters.
A high risk task and work environment, nurses experience stressors: sensory deprivation, rapid clinical decision-making, remote enounters.
Like other nursing specialties, remote nurse care is based on the nursing process, and requires a support system — specialized components: clinical training, nursing standards, clinical decision support systems (CDSS), and electronic health records (EHRs).
Finally, nurses must have a substantial amount of clinical experience. Patient safety depends on system integrity. All components must be proven safe, valid, and reliable, including CDSS and EHRs.