Training activity information
Details
Analyse and interpret data from a routine remote monitoring transmission and prepare a clinical report
Type
Entrustable training activity (ETA)
Evidence requirements
Evidence the activity has been undertaken by the trainee repeatedly, consistently, and effectively over time, in a range of situations. This may include occasions where the trainee has not successfully achieved the outcome of the activity themselves. For example, because it was not appropriate to undertake the task in the circumstances or the trainees recognised their own limitations and sought help or advice to ensure the activity reached an appropriate conclusion.
Reflection at multiple timepoints on the trainee learning journey for this activity.
Reflective practice guidance
The guidance below is provided to support reflection at different time points, providing you with questions to aid you to reflect for this training activity. They are provided for guidance and should not be considered as a mandatory checklist. Trainees should not be expected to provide answers to each of the guidance questions listed.
Before action
What does success look like?
- Identify what is expected of you when analysing and interpreting remote monitoring data and writing a report.
- Consider how the relevant learning outcomes apply, specifically concerning managing CIED follow-up using remote monitoring technologies.
- Discuss with your training officer to gain clarity on expectations for thorough data analysis (e.g., sub clinical AF detection) and accurate reporting.
What is your prior experience of this activity?
- Think about what you already know about remote monitoring systems (e.g., inductive, RF, or App based technologies), data analysis, and report writing.
- Consider possible challenges that might arise e.g., interpreting complex or ambiguous data, managing a high volume of remote alerts, identifying clinically significant events or dealing with non-compliant patients, and think about how you might handle them.
- Recognise the scope of your own practice for this activity, i.e., know when you will need to seek advice or help regarding complex remote alert management, and from whom.
- Acknowledge how you feel about analysing and interpreting data remotely. How confident are you with preparing clinical reports in this area?
What do you anticipate you will learn from the experience?
- Consider the specific skills you want to develop related to remote data analysis (e.g., trending diagnostics) and effective remote reporting.
- Identify specific insights you hope to gain regarding the benefits and limitations of remote follow-up
What additional considerations do you need to make?
- Consult actions identified from previous experiences with device follow-up, data analysis, or remote monitoring systems.
- Identify any important information about the patient’s baseline status, clinical history, or specific system management protocols (e.g., for non-compliance) you need to consider beforehand.
In action
Is anything unexpected occurring?
- Are you noticing anything surprising or different from what you anticipate whilst reviewing the remote monitoring platform?
- Are you encountering situations such as:
- Concerning alerts, complex or ambiguous data, or difficulty interpreting heart failure diagnostics (e.g., fluid trends) from the transmission?
- A high burden of subclinical AF detected, or significant discrepancy between patient-reported symptoms and device-recorded events?
How are you reacting to the unexpected development?
- How is this impacting your actions? For example, are you responding to the situation appropriately? Are you deciding which alerts are clinically significant?
- Consider the steps you are taking in the moment, such as:
- Actively concentrating on interpreting complex remote diagnostics e.g., multi-parameter heart failure metrics or identifying subtle changes over time?
- Seeking immediate guidance from a senior colleague or physician if you encounter concerning alerts or complex data?
- How are you feeling in that moment? For instance, are you finding it difficult to navigate the software platform efficiently? Is it affecting your confidence in identifying all significant findings?
What is the conclusion or outcome?
- Identify how you are working within your scope of practice. For example, are the analysis, interpretation, and reporting tasks for remote monitoring appropriate for your level of training and supervision?
- What are you learning as a result of the unexpected development? For example, are you gaining a better understanding of the capabilities and limitations of remote monitoring?
On action
What happened?
- Begin by summarising the key points of the experience of reviewing the remote transmission.
- Consider specific events, actions, or interactions which felt important, such as the type of data received e.g., Inductive, RF, or App based technologies, how you triaged the information, and the key findings you included in your report.
- Include any ‘reflect-in-action’ moments where you had to adapt to the situation as it unfolded, for instance, troubleshooting a noisy signal or immediately escalating a high-risk remote alert. How did you feel during this experience?
How has this experience contributed to your developing practice?
- Identify what learning you can take from this experience regarding remote monitoring data analysis. What strengths did you demonstrate (e.g., efficiency)? What skills and/or knowledge gaps were evident, such as challenges in interpreting the automated summaries or identifying artefact vs. real events (e.g., sub clinical AF)?
- Identify any challenges you experienced, such as interpreting complex remote alerts or managing large datasets, and how you reacted to these. How does this activity contribute to your skills in using remote monitoring technology?
- Acknowledge any changes in your own feelings now you are looking back on the experience.
What will you take from the experience moving forward?
- Identify the actions or ‘next steps’ you will now take, including incorporating any feedback received about your ability to analyse and interpret the data. What feedback have you had on preparing clinical reports.
- Identify specific types of remote monitoring data e.g., HF multiparameter diagnostics or alerts where you need further understanding. How will you refine your process for reviewing transmissions and generating reports? Has anything changed in terms of what you would do if you were faced with a similar situation again?
- Do you need to practise any aspect of the activity further, such as reviewing system management protocols (e.g., for non-compliance)?
Beyond action
Have you revisited the experiences?
- Have you reviewed your actions from your previous reflections for this activity? What types of alerts e.g., low battery, non-sustained ventricular episodes, diagnostic data, or reporting challenges did you previously encounter? Have you completed these previously identified actions? For example, if you planned to review guidelines for managing specific remote alerts, how did this action improve your efficiency and accuracy in reviewing transmissions and generating reports?
- Engage in professional storytelling with peers, near peers, or colleagues about complex remote monitoring cases or challenging data interpretations, such as high volume of artefact requiring verification. Did these conversations offer new insights into managing remote alerts or understanding patient behaviour based on transmission data, influencing your approach to future remote follow-ups?
How have these experiences impacted upon current practice?
- Consider how the accumulated learning from performing or reflecting on remote monitoring analysis will support you in preparing for observed ‘in-person’ assessments for the module, such as a DOPS titled ‘Review a remote alert transmission where an ICD therapy has been delivered.’
- How has your ability to quickly identify clinically significant events and correlate data with patient symptoms evolved? For example, how does this growing competence contribute to the effective use of remote monitoring technologies for proactive patient care and early detection of subclinical AF?
- What transferable skills e.g., rapid data triage or translating remote findings into clinical action did you develop through this activity, and how will this understanding help you evaluate and adopt new remote monitoring technologies or strategies in the future?
Relevant learning outcomes
| # | Outcome |
|---|---|
| # 2 |
Outcome
Perform and interpret complex CIED follow up and effectively communicate results to patients and clinical staff as appropriate. |