Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Artificially intelligent physical activity digital assistants that use the full spectrum of machine learning capabilities have not yet been developed and examined. This study aimed to explore potential users' perceptions and expectations of using such a digital assistant. Six 90-min online focus group meetings (n = 45 adults) were conducted. Meetings were recorded, transcribed and thematically analysed. Participants embraced the idea of a 'digital assistant' providing physical activity support. Participants indicated they would like to receive notifications from the digital assistant, but did not agree on the number, timing, tone and content of notifications. Likewise, they indicated that the digital assistant's personality and appearance should be customisable. Participants understood the need to provide information to the digital assistant to allow for personalisation, but varied greatly in the extent of information that they were willing to provide. Privacy issues aside, participants embraced the idea of using artificial intelligence or machine learning in return for a more functional and personal digital assistant. In sum, participants were ready for an artificially intelligent physical activity digital assistant but emphasised a need to personalise or customise nearly every feature of the application. This poses challenges in terms of cost and complexity of developing the application.

Download full-text PDF

Source
http://dx.doi.org/10.1111/aphw.12594DOI Listing

Publication Analysis

Top Keywords

digital assistant
24
physical activity
16
artificially intelligent
12
intelligent physical
12
activity digital
12
perceptions expectations
8
digital
8
focus group
8
machine learning
8
participants embraced
8

Similar Publications

Activity and access of surgical abortion in metropolitan France.

J Gynecol Obstet Hum Reprod

September 2025

CEReSS - Health Service Research and Quality of Life Center, UR3279, Aix-Marseille University, Marseille, France; Department of Public Health, Assistance Publique-Hôpitaux de Marseille, Marseille, France.

Objective: To report the territorial distribution and characteristics of healthcare centres performing surgical abortion in France, along with the accessibility of these centres.

Material And Methods: A nationwide population-based cohort study of all women hospitalized for surgical abortion was conducted from January 1 to December 31, 2022 in metropolitan France. Number, location, activity volume and use of local anaesthesia rate of surgical abortion centres were reported as distribution activity across metropolitan France.

View Article and Find Full Text PDF

Background: Most countries have endorsed a national action plan (NAP) on antimicrobial resistance. We previously used a governance framework to assess NAPs on antimicrobial resistance available for the period of 2020-21 from 114 countries, finding substantial variation worldwide in the commitment of resources to address an escalating global health challenge. We sought to expand and advance this analysis to include the NAPs of more low-income and middle-income countries, to cover the period of 2021-22, and to examine the strength of NAPs to address antimicrobial resistance.

View Article and Find Full Text PDF

The global rise in infertility highlights the need for personalized informational and psychological support. Digital health technology offers a promising avenue; however, knowledge gaps remain regarding optimal delivery methods, outcomes, and limitations. This scoping review synthesizes recent evidence on complementary interventions using technology for individuals with infertility undergoing reproductive technology-assisted interventions and evaluates their effectiveness and limitations.

View Article and Find Full Text PDF

Benchmarking feature projection methods in radiomics.

Sci Rep

September 2025

Institute of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstraße 55, 45147, Essen, Germany.

In radiomics, feature selection methods are primarily used to eliminate redundant features and identify relevant ones. Feature projection methods, such as principal component analysis (PCA), are often avoided due to concerns that recombining features may compromise interpretability. However, since most radiomic features lack inherent semantic meaning, prioritizing interpretability over predictive performance may not be justified.

View Article and Find Full Text PDF

Fully-Guided Placement of Dental Implants Utilizing Nasopalatine Canal Fixation in a Novel Rotational Path Surgical Template Design: A Retrospective Case Series.

J Dent

September 2025

Maxillofacial Prosthodontist, Surgical Prosthodontist Private Practice Fort Lee, NJ, and Manhattan, New York, USA. Electronic address:

Objectives: Precise implant placement in the anterior and posterior maxilla often presents challenges due to variable bone and soft tissue anatomy. Many clinicians elect a freehand surgical approach because conventional surgical guides may not always be easy to design, fabricate, or utilize. Guided surgery has been proven to have advantages over freehand surgical protocols and therefore, the present study proposed utilizing the nasopalatine canal (NPC) as an anatomical reference and point of fixation for a novel rotational path surgical template during computer-aided implant surgery (CAIS).

View Article and Find Full Text PDF