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How Overview Page Metrics Are Calculated

Learn more about each Overview metric means and how the data is derived

Written by Ishanya Anthapur

Updated at January 29th, 2026

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Table of Contents

Before You Start: Member Types Matter Activity-Only Members Health-Only Members Hybrid Members Health Metrics Blood Pressure (mmHg) Temperature (°F) Weight (lbs) SpO₂ (%) Heart Rate (bpm) Respiratory Rate (bpm) Sleep & Daily Routine Metrics Sleep (Hours) Wake-Up Time Movement & Room Activity Metrics Bathroom Visits Kitchen Visits Refrigerator Opens Safety Metrics Falls Why Some Metrics May Not Appear Feedback on any Metrics? Or Need Help Interpreting a Metric?

The Overview page provides a high-level snapshot of a Member’s daily activity, health, and safety signals. Each metric is calculated using data captured from connected devices, sensors, and alerts.

This article explains what each metric represents, what data is used, and an overview of how it’s calculated, so you can confidently understand what you’re seeing.

NOTE: Zemplee does not simply display raw sensor readings. Instead, collected data goes through a processing and curation step to ensure accuracy and consistency.


Before You Start: Member Types Matter

Metrics shown on the Overview page depend on how a Member is set up.

Activity-Only Members

Capture movement and room activity

Do not capture health metrics

Health-Only Members

Capture health metrics from connected devices

Limited or no activity-based metrics

Hybrid Members

Capture both activity and Health

Displays options for the full set of Overview metrics


Health Metrics

Health metrics use data collected from connected health devices over a 15-day lookback period.

Blood Pressure (mmHg)

What it shows: Recent blood pressure readings
How it’s calculated:

Pulled directly from connected devices
Pulled in daily and 15 day cycles

Some health data may appear as late as 15 days after a reading. 


Available for: Health and Hybrid Members


Temperature (°F)

What it shows: Body temperature readings
How it’s calculated:

Pulled from connected devices
 


Available for: Health and Hybrid Members


Weight (lbs)

What it shows: Recorded body weight
How it’s calculated:

Pulled from connected devices

Available for: Health and Hybrid Members


SpO₂ (%)

What it shows: Blood oxygen saturation
How it’s calculated:

Pulled from connected devices


Available for: Health and Hybrid Members


Heart Rate (bpm)

What it shows: Heart rate readings
How it’s calculated:

Pulled from connected devices
Pulled in daily and 15 day cycles

Some health data may appear as late as 15 days after a reading. 

Available for: Health and Hybrid Members


Respiratory Rate (bpm)

What it shows: Breaths per minute
How it’s calculated:

Pulled from connected devices
Pulled in daily and 15 day cycles

Some health data may appear as late as 15 days after a reading. 

Available for: Health and Hybrid Members


Sleep & Daily Routine Metrics

Sleep (Hours)

What it shows: Estimated total sleep duration
How it’s calculated:

Based on Bed Mat occupancy data
Calculates total time the bed is continuously occupied
Pulled in daily and 15 day cycles

Available for: Activity and Hybrid Members with a Bed Mat installed


Wake-Up Time

What it shows: When the Member likely got out of bed
How it’s calculated:

Zemplee determines a Member’s wake-up time by looking for the strongest available signal that the person is up and active, in a specific order of reliability.

It starts with bed data (most accurate), then looks at alerts, then motion, and only falls back to a default (Out of Bed time in Alert Settings) if no activity is detected.

If the system detects that the person is out of the home, no wake-up time is recorded for that day.
Available for: Activity and Hybrid Members with a Bed Mat installed


Movement & Room Activity Metrics

Bathroom Visits

What it shows: Number of bathroom visits in a day
How it’s calculated:

Uses motion sensor activity

A visit is counted when:

Motion is detected in the bathroom

No motion is detected in other rooms for a defined period
Available for: Activity and Hybrid Members


Kitchen Visits

What it shows: Number of kitchen visits
How it’s calculated:

Uses the same logic as Bathroom Visits

Based on motion patterns detected in the kitchen
Available for: Activity and Hybrid Members


Refrigerator Opens

What it shows: How often the refrigerator was accessed
How it’s calculated:

Counts open and close events from the refrigerator door sensor
Available for: Activity and Hybrid Members with a refrigerator sensor installed


Safety Metrics

Falls

What it shows: Detected fall events
How it’s calculated:

Based on fall alerts generated by:

Alexa-triggered alerts
Daily Notes with recorded fall count

Each confirmed fall alert is counted
Available for: Activity and Hybrid Members


Why Some Metrics May Not Appear

A metric may be missing if:

The required device or sensor is not installed

No data was recorded during the period (or the extended 15 day cycle)
- Since some health data may appear as late as 15 days after a reading, please check back for health data. 


Feedback on any Metrics? Or Need Help Interpreting a Metric?

If a metric looks unusual or you need help understanding what it means, contact support@zemplee.com. We'd love to hear from you!

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