Related Experiment Video
Updated: Apr 15, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Non‑pharmacological care for early-stage dementia through smart environments in Colombia: a mixed‑methods study and
Mariano Romero-Torres1,2,3, Jon Arambarri3, Tobias A Parodi-Camano1,4
1Corporacion Unificada Nacional de Educacion Superior, Bogotá, Bogota, Colombia.
Background:
Dementia is increasing in Latin America, creating demand for non-pharmacological support that can be delivered safely at home. Smart environments and related digital tools may help caregivers and people with early-stage dementia by supporting safety, reminders, and communication. This study assessed needs and acceptability in Colombia and produced a methodological guide for technology selection.
Methods:
We conducted a sequential exploratory mixed-methods study. First, a focused evidence synthesis informed a feature catalogue and instrument design. Second, we administered a cross-sectional questionnaire to caregivers and people living with early-stage dementia. Quantitative data were summarised with descriptive statistics and non-parametric group comparisons; open-ended responses were analysed thematically and integrated with the quantitative findings.
Results:
Fifty-one responses were analysed. Safety-oriented functions (for example, fall detection and geolocation), reminders for activities of daily living, tele-assistance, and cognitive tele-stimulation were the most frequently prioritised. Acceptability was generally higher for low-burden technologies with clear usefulness, and age differences were limited across key comparisons.
Conclusions:
In this sample, smart-environment-enabled non-pharmacological support was feasible and broadly acceptable for early-stage dementia care. The methodological guide emphasises prioritising safety and reminders, reducing interaction burden, and incorporating privacy-by-design. Further studies should validate these findings with larger and more diverse samples and evaluate implementation outcomes.
More Related Videos
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
06:46Automated, Long-term Behavioral Assay for Cognitive Functions in Multiple Genetic Models of Alzheimer's Disease, Using IntelliCage
Published on: August 4, 2018
Related Concept Videos
Alzheimer's Disease: Treatment
Dementia
The progression of dementia is generally gradual....
Cognitive Development During Adulthood
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities