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14 pages, 816 KiB  
Review
Digital Mental Health Interventions for Adolescents: An Integrative Review Based on the Behavior Change Approach
by Sun Hwa Hong, Tae Kyung Chun, You Jin Nam, Tae Wi Kim, Yong Hyuk Cho, Sang Joon Son, Hyun Woong Roh and Chang Hyung Hong
Children 2025, 12(6), 770; https://doi.org/10.3390/children12060770 - 13 Jun 2025
Cited by 1 | Viewed by 627
Abstract
Background: Adolescents are at a critical developmental stage marked by rapid cognitive, emotional, and social changes, making them highly susceptible to mental health issues. Recently, digital health interventions (DHIs) have emerged as innovative and scalable tools for promoting mental well-being in this population. [...] Read more.
Background: Adolescents are at a critical developmental stage marked by rapid cognitive, emotional, and social changes, making them highly susceptible to mental health issues. Recently, digital health interventions (DHIs) have emerged as innovative and scalable tools for promoting mental well-being in this population. Methods: This integrative review was conducted based on comprehensive literature searches of major academic databases, including PubMed, Scopus, Web of Science, and PsycINFO. Studies published between January 2010 and December 2024 were identified using keywords such as “adolescent mental health,” “digital health intervention,” “behavior change model,” “e-health,” “mobile mental health,” and “digital therapeutics.” The inclusion criteria comprised peer-reviewed studies on digital mental health interventions for adolescents that applied, fully or partially, a behavior change approach. Studies targeting adults, interventions without digital technology, the gray literature, and duplicate publications were excluded. Results: We examined intervention strategies based on developmental stage prevention, early intervention, and recovery and highlighted key digital components such as accessibility, anonymity, personalization, and continuous monitoring. Furthermore, we analyzed case studies from various countries, including Korea, the United Kingdom, Australia, and Japan, to identify best practices and contextual challenges. Conclusions: DHIs rooted in sound psychological theory and ethical design can complement school- and community-based interventions by offering effective personalized support. The practical implications and future directions are discussed. Full article
(This article belongs to the Section Pediatric Mental Health)
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23 pages, 3514 KiB  
Review
A Bibliometric Analysis of Healthcare Intervention-Related Studies Reporting Patient and Public Involvement and Engagement
by Wenze Lu, Yan Li, Jed Montayre, Mengqi Li, Ka Yan Ho, Jiaying Li and Janelle Yorke
Healthcare 2025, 13(3), 305; https://doi.org/10.3390/healthcare13030305 - 2 Feb 2025
Cited by 4 | Viewed by 2265
Abstract
Background/Objectives: Patient and public involvement and engagement (PPIE) has gained global recognition as an innovative healthcare research practice. PPIE engages end-users throughout the research process, improving intervention effectiveness, resource efficiency, and user satisfaction. Despite its increasing inclusion in studies, comprehensive bibliometric reviews of [...] Read more.
Background/Objectives: Patient and public involvement and engagement (PPIE) has gained global recognition as an innovative healthcare research practice. PPIE engages end-users throughout the research process, improving intervention effectiveness, resource efficiency, and user satisfaction. Despite its increasing inclusion in studies, comprehensive bibliometric reviews of healthcare intervention-related studies reporting PPIE are scarce. This study aims to conduct a bibliometric analysis of healthcare intervention-related studies reporting PPIE in recent decades to identify key worldwide bibliometric features, themes, and trends. Methods: The analysis includes 10,624 relevant English articles published in the Web of Science (WoS) Core Collection up to 26 November 2024. Search terms were selected based on PPIE conceptualization, interventional types, and related healthcare terms. Using WoS descriptive analysis and CiteSpace, we examined bibliometric features and identified major international themes and trends. Results: There has been a significant increase in the number of healthcare intervention-related studies reporting PPIE over the past five years, especially from the United States and the United Kingdom, with a recent rise in Asia. However, cross-national collaboration remains limited. Key research themes identified include “community participation”, “health equity”, “coronary heart disease”, “web-based patient empowerment”, “mental illness”, and “obesity prevention”, with growing interest in “mobile health” and “digital health”. Conclusions: This study provides a comprehensive and up-to-date overview of the bibliometric characteristics and evolving trends in healthcare intervention-related studies reporting PPIE. It highlights global regions with limited PPIE implementation, suggests pathways for further development, and identifies key research themes. The study offers researchers and practitioners valuable insights into tracking PPIE trends in healthcare interventions and fostering collaborations on evidence-based PPIE studies with leading scholars and institutions worldwide. Additionally, the findings drive innovations aimed at improving patient and public healthcare outcomes. Full article
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24 pages, 2510 KiB  
Perspective
Redesigning Pharmacy to Improve Public Health Outcomes: Expanding Retail Spaces for Digital Therapeutics to Replace Consumer Products That Increase Mortality and Morbidity Risks
by Grzegorz Bulaj, Melissa Coleman, Blake Johansen, Sarah Kraft, Wayne Lam, Katie Phillips and Aarushi Rohaj
Pharmacy 2024, 12(4), 107; https://doi.org/10.3390/pharmacy12040107 - 12 Jul 2024
Viewed by 5099
Abstract
United States healthcare outcomes, including avoidable mortality rates, are among the worst of high-income countries despite the highest healthcare spending per capita. While community pharmacies contribute to chronic disease management and preventive medicine, they also offer consumer products that increase mortality risks and [...] Read more.
United States healthcare outcomes, including avoidable mortality rates, are among the worst of high-income countries despite the highest healthcare spending per capita. While community pharmacies contribute to chronic disease management and preventive medicine, they also offer consumer products that increase mortality risks and the prevalence of cardiovascular diseases, diabetes, cancer, and depression. To resolve these contradictions, our perspective article describes opportunities for major pharmacy chains (e.g., CVS Pharmacy and Walgreens) to introduce digital health aisles dedicated to prescription and over-the-counter digital therapeutics (DTx), together with mobile apps and wearables that support disease self-management, wellness, and well-being. We provide an evidence-based rationale for digital health aisles to replace spaces devoted to sugar-sweetened beverages and other unhealthy commodities (alcohol, tobacco) that may increase risks for premature death. We discuss how digital health aisles can serve as marketing and patient education resources, informing customers about commercially available DTx and other technologies that support healthy lifestyles. Since pharmacy practice requires symbiotic balancing between profit margins and patient-centered, value-based care, replacing health-harming products with health-promoting technologies could positively impact prevention of chronic diseases, as well as the physical and mental health of patients and caregivers who visit neighborhood pharmacies in order to pick up medicines. Full article
(This article belongs to the Special Issue Pharmacy: State of the Art and Perspectives in USA (2nd Edition))
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13 pages, 13449 KiB  
Article
Stress and Quality of Life in Caregivers of Patients with Multiple Sclerosis
by Anastasios Kantanis, Maria Pelantaki, Maria Lidia Fountaki, Vasilios Konstantopoulos, Themistoklis Paraskevas, Evgenia Stavropoulou, Eirini Tsiamaki, Nikolaos Trimmis and Panagiotis Plotas
Medicina 2024, 60(7), 1033; https://doi.org/10.3390/medicina60071033 - 24 Jun 2024
Cited by 1 | Viewed by 2768
Abstract
Background and Objectives: Multiple sclerosis is a chronic demyelinating disease of the central nervous system. Individuals with multiple sclerosis may require daily care and support from caregivers due to the disease’s progressive and unpredictable nature. However, the role of caregiving is not [...] Read more.
Background and Objectives: Multiple sclerosis is a chronic demyelinating disease of the central nervous system. Individuals with multiple sclerosis may require daily care and support from caregivers due to the disease’s progressive and unpredictable nature. However, the role of caregiving is not without its challenges, and caregivers themselves often face significant repercussions in terms of their quality of life, mental health, and stress levels. Our study aims to investigate the level of stress caregivers experience in their everyday life and the way stress affects their quality of life. Materials and Methods: We conducted a multicenter, cross-sectional study from 11 November 2023 to 20 March 2024 in healthcare units in Western Greece. All 96 participants were adult caregivers of patients diagnosed with multiple sclerosis (MS). We assessed caregivers’ quality of life and stress levels using the 36-item Short Form Health Survey and Kingston Caregiver Stress Scale, respectively. Non-parametric tests (Spearman’s rho test, Kruskal–Wallis and Mann–Whitney tests) were used to identify possible correlations between the aforementioned scales and between stress levels and caregiver characteristics. Results: Caregivers reported high stress, with an average KCSS score of 36.82 ± 0.851. The mean SF-36 physical component summary score (PCS) was 59.59 ± 2.77, whereas the mental component summary score (MCS) was 45.69 ± 2.32. Stress levels in the KCSS were negatively correlated with both PCS and MCS of SF-36 and female gender, education level, monthly income, limits of mobility, and patient’s level of dependence were associated with higher levels of stress. Conclusions: Stress was found to be negatively connected with caregivers’ quality of life, affecting both physical and mental health. Female caregivers, caregivers with a primary education level and a low monthly income, and caregivers of patients with serious illnesses who rely primarily on daily help were the most affected. Full article
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11 pages, 240 KiB  
Article
Difficult-to-Engage Patients with Severe Mental Illness in Rural Community Settings: Results of the Greek Hybrid Assertive Community Treatment Model of Mental Healthcare
by Fotini Tsoli, Ioanna Athina Botsari, Agnes Tsianeli, Nefeli Menti, Panagiota Kontoudi and Vaios Peritogiannis
J. Clin. Med. 2024, 13(9), 2660; https://doi.org/10.3390/jcm13092660 - 1 May 2024
Cited by 1 | Viewed by 1433
Abstract
Background: Modified Assertive Community Treatment (ACT) in rural settings may be effective in the care of patients with severe mental illness (SMI) that are difficult to engage in community care. The objective of the present study was to explore the impact of [...] Read more.
Background: Modified Assertive Community Treatment (ACT) in rural settings may be effective in the care of patients with severe mental illness (SMI) that are difficult to engage in community care. The objective of the present study was to explore the impact of the care by a hybrid ACT team on SMI patients’ hospitalizations, length of hospital stay, symptomatology and functioning in a rural community treatment setting in Greece. Methods: The hybrid ACT team is an expansion of the services of the well-established generic Mobile Mental Health Unit in a rural area of Northwest Greece, and delivers home-based care for patients with SMI. This was a 3-year prospective, mirror image, pre-post observational study. Patients’ symptomatology, functioning and general outcome were measured with the use of the Brief Psychiatric Rating Scale (BPRS), the Global Assessment of Functioning Scale (GAF), and the Health of the Nation Outcome Scale (HοNOS). Results: The mean age of the 23 enrolled patients was 52.4 years and the mean age of disease onset was 23.5 years, with a mean number of hospitalizations 10.74. Over the 16-month follow-up patients’ hospitalizations, both voluntary and involuntary, had been significantly reduced by almost 80%. Length of hospital stay had been significantly reduced by 87%, whereas patients’ functioning and symptomatology had been significantly improved, by 17% and 14.5%, respectively. Conclusions: The model of hybrid ACT in rural areas in Greece may be effective in the treatment of difficult-to-engage patients with SMI and may improve patients’ outcomes. Full article
(This article belongs to the Section Mental Health)
13 pages, 907 KiB  
Article
Addressing Health-Related Social Needs and Mental Health Needs in the Neonatal Intensive Care Unit: Exploring Challenges and the Potential of Technology
by Eline van de Kamp, Jasmin Ma, Nagendra Monangi, Fuchiang Rich Tsui, Shilpa G. Jani, Jae H. Kim, Robert S. Kahn and C. Jason Wang
Int. J. Environ. Res. Public Health 2023, 20(24), 7161; https://doi.org/10.3390/ijerph20247161 - 9 Dec 2023
Cited by 6 | Viewed by 3040
Abstract
Unaddressed health-related social needs (HRSNs) and parental mental health needs in an infant’s environment can negatively affect their health outcomes. This study examines the challenges and potential technological solutions for addressing these needs in the neonatal intensive care unit (NICU) setting and beyond. [...] Read more.
Unaddressed health-related social needs (HRSNs) and parental mental health needs in an infant’s environment can negatively affect their health outcomes. This study examines the challenges and potential technological solutions for addressing these needs in the neonatal intensive care unit (NICU) setting and beyond. In all, 22 semistructured interviews were conducted with members of the NICU care team and other relevant stakeholders, based on an interpretive description approach. The participants were selected from three safety net hospitals in the U.S. with level IV NICUs. The challenges identified include navigating the multitude of burdens families in the NICU experience, resource constraints within and beyond the health system, a lack of streamlined or consistent processes, no closed-loop referrals to track status and outcomes, and gaps in support postdischarge. Opportunities for leveraging technology to facilitate screening and referral include automating screening, initiating risk-based referrals, using remote check-ins, facilitating resource navigation, tracking referrals, and providing language support. However, technological implementations should avoid perpetuating disparities and consider potential privacy or data-sharing concerns. Although advances in technological health tools alone cannot address all the challenges, they have the potential to offer dynamic tools to support the healthcare setting in identifying and addressing the unique needs and circumstances of each family in the NICU. Full article
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18 pages, 808 KiB  
Article
Family Functioning, Illness-Related Self-Regulation Processes, and Clinical Outcomes in Major Depression: A Prospective Study in Greece
by Katerina Koutra, Georgios Mavroeides, Maria Basta and Alexandros N. Vgontzas
Healthcare 2023, 11(22), 2938; https://doi.org/10.3390/healthcare11222938 - 10 Nov 2023
Cited by 3 | Viewed by 1996
Abstract
Major depressive disorder (MDD) is a common, seriously impairing, and often recurrent mental disorder. Based on the predictions of the Circumplex Model of Marital and Family Systems and the Common-Sense Self-Regulation Model, the aim of the present prospective study is to examine the [...] Read more.
Major depressive disorder (MDD) is a common, seriously impairing, and often recurrent mental disorder. Based on the predictions of the Circumplex Model of Marital and Family Systems and the Common-Sense Self-Regulation Model, the aim of the present prospective study is to examine the predictive value of clinical outcomes of a process model in which associations between perceived family functioning and patient’s clinical outcomes (i.e., symptom severity and suicide risk) are mediated by illness representations and coping strategies. A total of 113 patients with a clinical diagnosis of MDD (16.8% males and 83.2% females) aged 47.25 ± 13.98 years and recruited from the outpatient department and the mobile mental health unit of the Psychiatric Clinic of the University Hospital of Heraklion in Crete, Greece, and from a Greek online depression peer-support group participated in the study. Family functioning was assessed in terms of cohesion and flexibility (Family Adaptability and Cohesion Evaluation Scales IV) at baseline. Illness representations (Illness Perception Questionnaire–Mental Health) and coping strategies (Brief Cope Orientation to Problems Experienced) were measured about five months later (5.04 ± 1.16 months). Symptom severity (Beck Depression Inventory) and suicidality (Risk Assessment Suicidality Scale) were measured about 10 months after the baseline assessment (9.56 ± 2.52 months). The results indicated that representations about MDD impact and symptom severity serially mediated the association between family cohesion and suicide risk in MDD. Furthermore, family cohesion was found to be linked with maladaptive coping through MDD impact representations. Family-based psychotherapeutic interventions specifically designed to target unhealthy family functioning, along with negative illness perceptions and dysfunctional coping, could be further developed and explored as adjunctive therapy to standard treatment in MDD. Full article
(This article belongs to the Section Community Care)
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13 pages, 802 KiB  
Systematic Review
Effects of Mobilization within 72 h of ICU Admission in Critically Ill Patients: An Updated Systematic Review and Meta-Analysis of Randomized Controlled Trials
by Ayaka Matsuoka, Shodai Yoshihiro, Haruka Shida, Gen Aikawa, Yoshihisa Fujinami, Yusuke Kawamura, Nobuto Nakanishi, Motohiro Shimizu, Shinichi Watanabe, Kensuke Sugimoto, Shunsuke Taito and Shigeaki Inoue
J. Clin. Med. 2023, 12(18), 5888; https://doi.org/10.3390/jcm12185888 - 11 Sep 2023
Cited by 17 | Viewed by 5955
Abstract
Previous systematic review and meta-analysis indicates that rehabilitation within a week of intensive care unit (ICU) admission benefits physical function in critically ill patients. This updated systematic review and meta-analysis aim to clarify effects of initiating rehabilitation within 72 h of ICU admission [...] Read more.
Previous systematic review and meta-analysis indicates that rehabilitation within a week of intensive care unit (ICU) admission benefits physical function in critically ill patients. This updated systematic review and meta-analysis aim to clarify effects of initiating rehabilitation within 72 h of ICU admission on long-term physical, cognitive, and mental health. We systematically searched the MEDLINE, Cochrane Central Register of Controlled Trials, and Igaku Chuo Zasshi for randomized controlled trials (RCTs) between April 2019 and November 2022 to add to the previous review. Two investigators independently selected and extracted data. Pooled effect estimates for muscle strength, cognitive function, mental health after discharge, and adverse events were calculated. Evidence certainty was assessed via Grading of Recommendations, Assessment, Development, and Evaluations. Eleven RCTs were included in the meta-analysis. Early rehabilitation may improve muscle strength (three trials; standard mean difference [SMD], 0.16; 95% confidence interval [CI], −0.04–0.36) and cognitive function (two trials; SMD, 0.54; 95% CI, −0.13–1.20). Contrastingly, early mobilization showed limited impact on mental health or adverse events. In summary, initiating rehabilitation for critically ill patients within 72 h may improve physical and cognitive function to prevent post-intensive care syndrome without increasing adverse events. The effect on mental function remains uncertain. Full article
(This article belongs to the Section Emergency Medicine)
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21 pages, 3353 KiB  
Review
A Bibliometric Analysis of Enterprise Social Media in Digital Economy: Research Hotspots and Trends
by Wen Zhang, Yuting Yang and Huigang Liang
Sustainability 2023, 15(16), 12545; https://doi.org/10.3390/su151612545 - 18 Aug 2023
Cited by 4 | Viewed by 3321
Abstract
With the rise of the digital economy, new business models have expedited the progress of corporate digital transformation. The mobile internet era has made enterprise social media a popular tool for employee communication. Summarizing the development and trends of enterprise social media research [...] Read more.
With the rise of the digital economy, new business models have expedited the progress of corporate digital transformation. The mobile internet era has made enterprise social media a popular tool for employee communication. Summarizing the development and trends of enterprise social media research is beneficial for identifying future research topics. This paper analyzes the literature from the Web of Science core collection database and employs CiteSpace software to develop a scientific knowledge map, providing a visual analysis of the literature on enterprise social media in the context of the digital economy. The paper presents the research hotspots and evolutionary paths of enterprise social media, thereby clarifying the future development trends in this field. The study reveals that there is a relatively limited amount of literature on this topic, and collaboration among authors is not strong. Most research is conducted by higher education institutions in China and the United States. The research hotspots revolve around the theme of enterprise social media, covering topics such as knowledge sharing, communication, and performance. The research themes have undergone a transition from singularity to diversity. Finally, this paper proposes future research prospects in three areas: the human–computer collaborative model against the backdrop of artificial intelligence, user privacy disclosure and protection, and the impact of enterprise social media usage on the mental and physical health of employees. These prospects aim to provide valuable insights for subsequent research endeavors. Full article
(This article belongs to the Special Issue Digital Business Models in Network Management)
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5 pages, 197 KiB  
Editorial
Mobile Mental Health Units in Greece: Bridging Clinical Practice and Research in the Rural Context
by Vaios Peritogiannis and Maria Samakouri
Psych 2023, 5(3), 787-791; https://doi.org/10.3390/psych5030051 - 24 Jul 2023
Cited by 1 | Viewed by 1957
Abstract
The present Special Issue of Psych, which has been now fully released, aimed to highlight the importance of the Mobile Mental Health Units (MMHUs) in delivering services in rural and remote areas in Greece, and to stress their role as an easily accessible [...] Read more.
The present Special Issue of Psych, which has been now fully released, aimed to highlight the importance of the Mobile Mental Health Units (MMHUs) in delivering services in rural and remote areas in Greece, and to stress their role as an easily accessible setting that provides a wide range of community-based psychosocial interventions, well beyond usual psychiatric care [...] Full article
11 pages, 578 KiB  
Perspective
The Contribution of Society of Social Psychiatry P. Sakellaropoulos to the Psychiatric Reform in Rural Greece
by Harilaos Papachristou, Iliana Lazogiorgou-Kousta, Vasilis Chronopoulos and Athena Fragouli-Sakellaropoulou
Psych 2023, 5(2), 497-507; https://doi.org/10.3390/psych5020033 - 6 Jun 2023
Cited by 1 | Viewed by 1591
Abstract
The present paper aims to describe the structure, function, and goals of two of the oldest Mobile Mental Health Units in Greece, namely, the Mobile Mental Health Unit in Fokida (MMHU-F) and the Mobile Mental Health Unit in Thrace (Alexandroupolis, MMHU-T). Information about [...] Read more.
The present paper aims to describe the structure, function, and goals of two of the oldest Mobile Mental Health Units in Greece, namely, the Mobile Mental Health Unit in Fokida (MMHU-F) and the Mobile Mental Health Unit in Thrace (Alexandroupolis, MMHU-T). Information about their historical background, catchment areas, and current staffing, as well as the services provided by each MMHU is discussed. The focus of the paper is slightly biased towards the MMHU-F because it is the only available mental health service in the whole Fokida prefecture. The major goals of the MMHUs are the diagnosis, treatment, and prevention of relapse of severe mental illness within the community. Other important goals of the MMHUs are psychoeducation, psychological support for the family/caregivers, as well as vocational training and support for patients with severe mental illness. Statistical data depicting the demographic characteristics and diagnostic profiles of patients in each MMHU is also provided, and the differences between the two MMHUs are briefly discussed. Full article
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12 pages, 551 KiB  
Article
Use of Long-Acting Injectable Antipsychotics in a Clinical Sample of Community-Dwelling Patients with Schizophrenia-Spectrum Disorders in Rural Greece
by Vaios Peritogiannis, Fotini Tsoli, Panagiota Gioti, Maria Bakola and Eleni Jelastopulu
J. Clin. Med. 2023, 12(7), 2508; https://doi.org/10.3390/jcm12072508 - 26 Mar 2023
Cited by 4 | Viewed by 2467
Abstract
Data on the use of long-acting injectable antipsychotics (LAIs) in rural community mental healthcare settings are scarce. This study aimed to investigate the prescription patterns of LAIs in a clinical sample of patients with schizophrenia-spectrum disorders in rural Greece. All patients with schizophrenia-spectrum [...] Read more.
Data on the use of long-acting injectable antipsychotics (LAIs) in rural community mental healthcare settings are scarce. This study aimed to investigate the prescription patterns of LAIs in a clinical sample of patients with schizophrenia-spectrum disorders in rural Greece. All patients with schizophrenia-spectrum disorders who regularly attend the Mobile Mental Health Unit of the prefectures of Ioannina and Thesprotia (MMHU I-T) in northwestern Greece were included in the study. The sample consists of 87 patients (59 males and 28 females) with a mean age of 54.4 years and a mean illness duration of 28 years. Most patients (72.4%) received antipsychotic monotherapy, and nearly 30% received an LAI formulation, mostly a second-generation LAI (20 of 26 patients, 76.9%). The treatment regimen comprised benzodiazepines in one-third of the patients and antidepressants in one-quarter. There was no statistically significant association between treatment regimen and the clinical and demographic variables studied, except for biological sex (female). The percentage of patients treated with LAIs in this study was almost three times higher than the rate previously reported in Greece and is higher than the rates reported in other countries. Patients with schizophrenia-spectrum disorders in rural Greece may have adequate access to innovative treatment with second-generation LAIs. Further research is needed to demonstrate the cost-effectiveness of LAI treatment in rural communities and to elucidate the factors associated with such treatment. Full article
(This article belongs to the Section Mental Health)
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16 pages, 3093 KiB  
Article
Using a Hybrid Neural Network and a Regularized Extreme Learning Machine for Human Activity Recognition with Smartphone and Smartwatch
by Tan-Hsu Tan, Jyun-Yu Shih, Shing-Hong Liu, Mohammad Alkhaleefah, Yang-Lang Chang and Munkhjargal Gochoo
Sensors 2023, 23(6), 3354; https://doi.org/10.3390/s23063354 - 22 Mar 2023
Cited by 6 | Viewed by 3146
Abstract
Mobile health (mHealth) utilizes mobile devices, mobile communication techniques, and the Internet of Things (IoT) to improve not only traditional telemedicine and monitoring and alerting systems, but also fitness and medical information awareness in daily life. In the last decade, human activity recognition [...] Read more.
Mobile health (mHealth) utilizes mobile devices, mobile communication techniques, and the Internet of Things (IoT) to improve not only traditional telemedicine and monitoring and alerting systems, but also fitness and medical information awareness in daily life. In the last decade, human activity recognition (HAR) has been extensively studied because of the strong correlation between people’s activities and their physical and mental health. HAR can also be used to care for elderly people in their daily lives. This study proposes an HAR system for classifying 18 types of physical activity using data from sensors embedded in smartphones and smartwatches. The recognition process consists of two parts: feature extraction and HAR. To extract features, a hybrid structure consisting of a convolutional neural network (CNN) and a bidirectional gated recurrent unit GRU (BiGRU) was used. For activity recognition, a single-hidden-layer feedforward neural network (SLFN) with a regularized extreme machine learning (RELM) algorithm was used. The experimental results show an average precision of 98.3%, recall of 98.4%, an F1-score of 98.4%, and accuracy of 98.3%, which results are superior to those of existing schemes. Full article
(This article belongs to the Special Issue Recent Developments in Wireless Network Technology)
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26 pages, 4132 KiB  
Article
Āsana for Neck, Shoulders, and Wrists to Prevent Musculoskeletal Disorders among Dental Professionals: In-Office Yóga Protocol
by Maria Giovanna Gandolfi, Fausto Zamparini, Andrea Spinelli and Carlo Prati
J. Funct. Morphol. Kinesiol. 2023, 8(1), 26; https://doi.org/10.3390/jfmk8010026 - 20 Feb 2023
Cited by 15 | Viewed by 8535
Abstract
Extensive literature reports an increase in physical disorders (pain, pathologies, dysfunctions) and mental malaise/uneasiness (stress, burnout) affecting dental professionals in relation to fast and pressing rhythms of work, long working hours, increasingly demanding patients, ever-evolving technologies, etc. This project has been conceived to [...] Read more.
Extensive literature reports an increase in physical disorders (pain, pathologies, dysfunctions) and mental malaise/uneasiness (stress, burnout) affecting dental professionals in relation to fast and pressing rhythms of work, long working hours, increasingly demanding patients, ever-evolving technologies, etc. This project has been conceived to bring the science of yoga around the world to dental professionals as a preventive (occupational) medicine and to provide knowledge and means for self-care. Yoga is a concentrative self-discipline of the mind, senses, and physical body, that requires regular daily exercise (or meditation), attention, intention, and disciplined action. M&M: The study aimed to design a Yoga protocol specifically devised for dental professionals (dentists, dental hygienists, and dental assistants) including positions (āsana) to be practiced/used in the dental office. The protocol is targeted for the upper body, namely neck, upper back, chest, shoulder girdle, and wrists, being areas greatly affected by work-related musculoskeletal disorders. This paper represents a yoga-based guideline for the self-cure of musculoskeletal disorders among dental professionals. Results: The protocol includes both sitting (Upavistha position) and standing (Utthana or Sama position) āsana, with twisting (Parivrtta), side bending (Parsva), flexion and forward bending (Pashima), and extension and arching (Purva) āsana to mobilize and decompress, and to provide nourishment and oxygen to the musculo-articular system. The paper delivers different concepts and theories developed and deepened by the authors and introduces and spreads yoga as a medical science among dental professionals for the prevention and treatment of work-related musculoskeletal disorders. We articulate notions ranging from stretching out using the vinyāsa method (breath-driven movement) and inward-focused attention to contemplative/concentrative science, interoceptive attention, self-awareness, the mind–body connection, and receptive attitude. The theory of “muscles are bone ties” is coined and delivered with regard to tensegrity musculoskeletal fascial structures connecting, pulling together, and nearing the bone segments where they are anchored. The paper describes over 60 āsana envisaged to be performed on dental stools or using the walls of a dental office or a dental unit chair. A detailed guideline on the work-related disorders that can find relief with the protocol is provided, including the description of breath control for the practice of āsana in vinyāsa. The foundations of the technique reside in the Iyengar Yoga method and Parināma Yoga method. Conclusions: This paper represents a guideline for self-cure in the prevention or treatment of musculoskeletal disorders affecting dental professionals. Yoga is a powerful concentrative self-discipline able to provide physical and mental well-being, representing great help and support in daily life and business for dental professionals. Yógāsana restores retracted and stiff muscles, giving relief to the strained and tired limbs of dental professionals. Yoga is not intended for flexible or physically performing persons but for people who decide to take care of themselves. The practice of specific āsana represents a powerful tool for the prevention or treatment of MSDs related to poor posture, forward head, chronic neck tension (and related headache), depressed chest, compressive disorders on wrists and shoulders as carpal tunnel, impingement syndromes, outlet syndrome, subacromial pain syndrome and spinal disc pathologies. Yoga, as an integrative science in medicine and public health, represents a powerful tool for the prevention and treatment of occupational musculoskeletal disorders and an extraordinary path for the self-care of dental professionals, sitting job workers, and healthcare providers suffering from occupational biomechanical stresses and awkward postures. Full article
(This article belongs to the Topic Role of Exercise in Musculoskeletal Disorders)
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26 pages, 53708 KiB  
Article
Promoting Students’ Mental Health through Design and Implementation of Multi-Activity Pods in Educational Institutions Using the WELL Building Standard
by Riham Mohsen Mohamed and May A. Malek Ali
Designs 2023, 7(1), 30; https://doi.org/10.3390/designs7010030 - 10 Feb 2023
Cited by 4 | Viewed by 5799
Abstract
The findings of several research studies conducted with university students that aimed to investigate the quantitative relationship between psychological distress, sleep difficulties, and homesickness have shown a significant interrelation among those factors. All the previous studies demonstrated benefits of napping, meditation, relaxation, and [...] Read more.
The findings of several research studies conducted with university students that aimed to investigate the quantitative relationship between psychological distress, sleep difficulties, and homesickness have shown a significant interrelation among those factors. All the previous studies demonstrated benefits of napping, meditation, relaxation, and sharing feelings and experiences on students’ mental well-being, which could enrich the brain’s educational capacity, a matter that is relevant to a student’s learning level. This study aimed to encourage on-campus students to alleviate their feelings and relax. This process will help students to recharge their energy, in addition to increasing their alertness and focusing abilities, especially since the COVID-19 pandemic has intensified global stresses. In this study, the authors used a systematic review and literature analysis to understand the relationship between mental stresses and student performance. We then used an evidence-based research opinion poll and presented our work at different academic exhibitions for feedback as an approach for developing an experimental conceptual multi-activity unit that can be used across university campuses. The “Reviving Pod” was specifically designed for different activities: napping, meditation, and virtual communication. The designed approach utilizes state-of-the-art technologies (embedded sensors, smart ergonomic seats, contactless technologies, self-cleaning materials, IoT, virtual meetings platforms, mobile applications, etc.). A Reviving Pod can be located variably within a university campus. According to the poll results, we proposed a recreational zone design to accommodate the pods, as well as a diversity of activities that can encourage students to relieve their stresses and reinforce their health, consequently increasing their academic performance and supporting their well-being using the WELL Building Standard to promote better mental health, which is vital for students’ success. Full article
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