scholarly journals Monitoring mental health of college students using smartphones

Author(s):  
Laura E. Barnes

A better understanding of an individual’s smartphone use can help researchers to improve methods for early detection, evaluation, and intervention of anxiety disorders.For this reason, we present an exploratory study of behavioral markers extracted from smartphone data. We examine fine-grained behaviors before and after smartphone communication events across social anxiety levels. To discover behavioral markers, we model the smartphone as a linear dynamical system with the accelerometer data as output. In a two-week study of 52 college students, we find substantially different behavioral markers prior to and after outgoing phone calls when comparing individuals with high and low social anxiety.

Work ◽  
2021 ◽  
pp. 1-8
Author(s):  
Fabiana Foltran Mescollotto ◽  
Érica Brito Gonçalves ◽  
Ester Moreira de Castro Carletti ◽  
Ana Beatriz Oliveira ◽  
Elisa Bizetti Pelai ◽  
...  

Background: Excessive use of smartphones may be associated with behavioral and physical health changes and might cause musculoskeletal alterations in the head and neck region. Objective: To evaluate the prevalence of smartphone addiction in college students and its correlation with symptoms of head and neck pain and masticatory and trapezius muscle activity while resting, before and after smartphone use. Methods: Twenty university students participated in the study. They answered the Smartphone Addiction Scale and the Fonseca Anamnestic Index. Next, the participants were seated and prepared for electromyography through the placement of surface electrodes on the masseter, temporal, and trapezius muscles. Rest condition data were collected for 10 seconds before and after 30 minutes of smartphone use. Results: The results showed that 35% of the evaluated individuals were classified as smartphone addicted and 35% reported no head or neck pain in the previous 30 days. There was no association between smartphone use and head and neck pain. In the electromyography, there was an increase in RMS values after smartphone use in the right and left masseter muscles and the left trapezius. Conclusion: College students presented a high prevalence of smartphone addiction and head and neck pain, but these were not statistically associated. There was a change in muscle activity only in the right trapezius muscles before and after 30 minutes of smartphone use. These findings are contrary to the current belief that the use of smartphones correlates with pain in the neck region and changes in the electrical muscle activity, leading to fatigue in the cervical muscles.


2018 ◽  
Vol 68 (suppl 1) ◽  
pp. bjgp18X697133
Author(s):  
Richard Fitton ◽  
Amir Hannan ◽  
Ingrid Brindle ◽  
Shafia Begum ◽  
Sarwar Shah

BackgroundPatients with higher health literacy enjoy better health outcomes and are more compliant with treatment. Health literacy is a product of memory, reason and imagination. Patients who can access their records have potentially more memory (knowledge) and make less phone calls to and have less consultations with their GP, practice nurse, HCA and other professionals.AimThe study aims to measure the knowledge that twenty Bangladeshi patients with poor English have of their medical history before and after access to their electronic record.Method55% of patients at Thornley House have access to their medical records. A simple questionnaire was given to 20 Bangladeshi patients before and 5 months after access to their electronic record. The questionnaires recorded the patients’ knowledge of their medical histories. The scores of the completed before and after questionnaires were compared to see if record access had increased patients’ knowledge.ResultsFive patients completed before and after questionnaires. Each achieved a higher score after record access. The differences in scores for the five patients were 2, 5, 1, 10, and 1, respectively.ConclusionHealth literacy for patients is similar to medical literacy for doctors. It requires knowledge, skills and attitudes. We will see whether record access can increase knowledge. Further studies might measure whether that increased knowledge improves skills and attitudes.


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