DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY

Falls represent a significant public health issue, particularly among the elderly, leading to hundreds of thousands of deaths annually and ranking as the second major cause of unintentional injuries globally. Given the heightened risk, especially for older individuals, preventing falls becomes an es...

Full description

Saved in:
Bibliographic Details
Main Author: Nugrahingsih, Erika
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/79703
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:79703
spelling id-itb.:797032024-01-15T09:51:31ZDEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY Nugrahingsih, Erika Indonesia Theses Fall risk detection, hypertension, heart rate variability, smartwatch INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/79703 Falls represent a significant public health issue, particularly among the elderly, leading to hundreds of thousands of deaths annually and ranking as the second major cause of unintentional injuries globally. Given the heightened risk, especially for older individuals, preventing falls becomes an essential requirement. This study aims to investigate the potential of heart rate variability (HRV) as an indicator of fall risk in individuals with hypertension. The Garmin Venu SQ 2 smartwatch serves as a monitoring tool for HRV, aiding in the assessment of fall risk for hypertensive individuals. HRV measurement methods focus on fundamental time domain metrics, such as RMSSD (Root Mean Square of Successive Differences). As HRV values vary among individuals, it is crucial to establish a specific threshold for each observed subject. This threshold value is determined over a seven-day period and is subsequently used to assess the risk of falling for each subject. In cases where the measured HRV value falls below the individual's designated delta HRV threshold, the smartwatch issues a warning, prompting the user to take a break. The research findings indicate that hypertensive individuals consistently exhibit a lower HRV threshold delta level of 17.94 ms, indicating an increased risk of falls and triggering warning messages on the smartwatch. Conversely, subjects without hypertension demonstrated higher HRV values, specifically 48.86 ms for subject 1 and 46.54 ms for subject 2. Therefore, the Garmin Venu SQ 2 smartwatch proves to be a comfortable and effective tool for identifying the risk of falls. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Falls represent a significant public health issue, particularly among the elderly, leading to hundreds of thousands of deaths annually and ranking as the second major cause of unintentional injuries globally. Given the heightened risk, especially for older individuals, preventing falls becomes an essential requirement. This study aims to investigate the potential of heart rate variability (HRV) as an indicator of fall risk in individuals with hypertension. The Garmin Venu SQ 2 smartwatch serves as a monitoring tool for HRV, aiding in the assessment of fall risk for hypertensive individuals. HRV measurement methods focus on fundamental time domain metrics, such as RMSSD (Root Mean Square of Successive Differences). As HRV values vary among individuals, it is crucial to establish a specific threshold for each observed subject. This threshold value is determined over a seven-day period and is subsequently used to assess the risk of falling for each subject. In cases where the measured HRV value falls below the individual's designated delta HRV threshold, the smartwatch issues a warning, prompting the user to take a break. The research findings indicate that hypertensive individuals consistently exhibit a lower HRV threshold delta level of 17.94 ms, indicating an increased risk of falls and triggering warning messages on the smartwatch. Conversely, subjects without hypertension demonstrated higher HRV values, specifically 48.86 ms for subject 1 and 46.54 ms for subject 2. Therefore, the Garmin Venu SQ 2 smartwatch proves to be a comfortable and effective tool for identifying the risk of falls.
format Theses
author Nugrahingsih, Erika
spellingShingle Nugrahingsih, Erika
DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
author_facet Nugrahingsih, Erika
author_sort Nugrahingsih, Erika
title DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
title_short DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
title_full DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
title_fullStr DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
title_full_unstemmed DEVELOPMENT OF FALL RISK DETECTION SYSTEM FOR HYPERTENSIVE PATIENTS USING HEART RATE VARIABILITY
title_sort development of fall risk detection system for hypertensive patients using heart rate variability
url https://digilib.itb.ac.id/gdl/view/79703
_version_ 1822996440200249344