scholarly journals H-Rec2: A Novel Mobile-Social System for Automatic Health Recognition and Recommendation

2017 ◽  
Author(s):  
Huan Li ◽  
Kejie Lu ◽  
Qi Zhang
Keyword(s):  
Physical Activity ◽  
Health Status ◽  
Food Intake ◽  
Online Social Networks ◽  
Integrated Approach ◽  
Relevant Information ◽  
Overweight And Obesity ◽  
Personal Health Information ◽  
Related Information ◽  
Health Related

Over the past decades, overweight and obesity has become a global epidemic and the leading threat for death. To prevent the serious risk, an overweight or obese individual must apply a long-term weight-management strategy to control food intake and physical activities, which is however, not easy. Recently, with the advances of information technology, more and more people can use wearable devices and smartphones to obtain physical activity information, while they can also access various health-related information from Internet online social networks (OSNs). Nevertheless, there is a lack of an integrated approach that can combine these two methods in an efficient way. In this paper, we address this issue and propose a novel mobile-social framework for health recognition and recommendation, namely, H-Rec2. The main ideas of H-Rec2 include (1) to recognize the individual's health status using smartphone as a general platform, and (2) to recommend physical activity and food intake based on personal health information, life science principles, and health-related information obtained from OSNs. To demonstrate the potentials of the H-Rec2 framework, we develop a prototype that consists of four important components: (1) an activity recognition module that senses physical activity using accelerometer, (2) a health status modeling module that applies a novel algorithm to generate personalized health status index, (3) a restaurant information collection module that collects relevant information from OSN, and (4) a restaurant recommendation module that provides personalized and context-aware recommendation. To evaluate the prototype, we conduct both objective and subjective experiments, which confirm the performance and effectiveness of the proposed system.

scholarly journals Promotion of Elementary School Students’ Health Literacy

2020 ◽  
Vol 17 (24) ◽  
pp. 9560
Author(s):  
Elke Knisel ◽  
Helge Rupprich ◽  
Annika Wunram ◽  
Markus Bremer ◽  
Christiane Desaive
Keyword(s):  
Physical Activity ◽  
Elementary School ◽  
Health Literacy ◽  
Health Knowledge ◽  
Rank Test ◽  
School Students ◽  
Related Information ◽  
Signed Rank ◽  
Health Related ◽  
Signed Rank Test

Health literacy is an important outcome of the discussion of school-related health education and health promotion in the 21st century. Although the improvement of health literacy at an early age is increasingly recognized and few interventions show the development of children´s health literacy, still there is little research in this area. The purpose of the study was to examine the enhancement of health literacy among children in a physical activity-based program at elementary school. In total, 137 students aged 6–12 years participated in the program, which included health knowledge transfer in child-appropriate games and exercises. Participants´ health literacy was assessed using the HLS-Child-Q15-DE at the beginning and the end of the program. The instrument measures the access, understanding, appraisal and application of health-related information on a four-point Likert-type scale. As expected, the Wilcoxon signed-rank test revealed significant increases in self-reported health literacy over time. The results show that the degree of change in health literacy was not associated with gender or age. The results suggest that the physical activity-based program has the potential to improve elementary school children´s health literacy, even though in a single group pilot study.

scholarly journals The physical activity and health status of two generations of Black South African professional women

2011 ◽  
Vol 16 (1) ◽  
Author(s):  
Cheryl M. Walter ◽  
Rosa Du Randt ◽  
Daniel J.L. Venter
Keyword(s):  
Physical Activity ◽  
Health Status ◽  
Black Women ◽  
South African ◽  
Age Groups ◽  
Overweight And Obesity ◽  
Professional Women ◽  
Female Population ◽  
Two Generations ◽  
Health Promoting

Increased health risks associated with physical inactivity in the Black population have been reported in recent years. Black women, suffering the highest levels of inactivity, overweight and obesity, are at greatest risk of developing chronic diseases of lifestyle. This explorativedescriptive study investigated the physical activity patterns and health status of two generations of Black professional women, reflecting pre-democracy and post-democracy age groups. Quantitative measures were used, including the ActiGraph GT1M accelerometer, the Global Physical Activity Questionnaire and the Health-Promoting Lifestyle Profile. Sample groups comprised teachers, nurses, social workers and public sector managers. Participants aged between 35 and 45 years were allocated to the older generation group (n = 111), whilst those aged between 18 and 21 years (students in the mentioned professional fields) were allocated to the younger generation group (n = 69). The results indicated that these women displayed lower levels of health-promoting behavioural practices than expected, significantly lower levels of physical activity and significantly higher levels of overweight and obesity than the South African norms. The observation that the younger group appeared to be replicating the patterns of the older women is a cause of concern. Greater compliance to health-promoting behaviours was expected in this group owing to participants’ professional involvement in health, education and social development fields. Wide-ranging initiatives are necessary to promote physical activity and health amongst the Black female population in South Africa.Opsomming Gedurende die afgelope jare het navorsing onder die Swart bevolking ʼn toename in gesondheidsrisiko’s wat met fisieke onaktiwiteit geassosieer is, getoon. Swart vroue, wat die hoogste vlakke van onaktiwiteit, oorgewig en obesiteit toon, blyk ook die grootste risiko te loop om leefstylverwante chroniese siektes te ontwikkel. Hierdie ondersoekendbeskrywende studie het die fisieke aktiwiteitspatrone en gesondheidstatus van twee generasies van Swart professionele vroue ondersoek. Die tweegenerasiesteekproef verteenwoordig voor- en na-demokrasie-ouderdomsgroepe. Kwantitatiewe meetinstrumente, naamlik die ActiGraph GT1M versnellingsmeter, Globale Fisieke Aktiwiteitsvraelys en die Gesondheidsbevorderende Leefstylprofiel is gebruik. Die steekproef het onderwysers, verpleegkundiges, maatskaplike werkers en bestuurders in die openbare sektor ingesluit. Deelnemers tussen 35 en 45 jaar is aan die ouergenerasie-toetsgroep toegewys (n = 111), terwyl dié tussen 18 en 21 jaar (studente in bogenoemde studierigtings) aan die jongergenerasietoetsgroep toegewys is (n = 69). Die resultate het gewys dat die Swart professionele vroue laer as verwagte gesondheidsbevorderende gedrag, betekenisvol laer vlakke van fisieke aktiwiteit en betekenisvol hoër vlakke van oorgewig en obesiteit toon as die Suid-Afrikaanse norme. Die waarneming dat die jonger groep dieselfde gedragspatrone as die ouer vroue getoon het, is ʼn bron van kommer. ʼn Groter nakoming van gesondheidsbevorderende gedrag is onder die jonger groep vroue verwag, aangesien hulle hul opleiding in die professionele sektor van gesondheid, onderwys en maatskaplike werk ontvang. ʼn Holistiese benadering is nodig om fisieke aktiwiteit en gesondheid onder Swart Suid-Afrikaanse vrouens te bevorder.

scholarly journals Health literacy needs among unemployed adults: Triangulating interview and scoping review data

2021 ◽  
Vol 31 (Supplement_3) ◽  
Author(s):  
F Samkange-Zeeb ◽  
H Singh ◽  
M Lakeberg ◽  
J Kolschen ◽  
B Schüz ◽  
...  
Keyword(s):  
Mental Health ◽  
Physical Activity ◽  
Health Literacy ◽  
Scoping Review ◽  
Mental Health Literacy ◽  
Intervention Development ◽  
Well Being ◽  
Related Information ◽  
Health Related ◽  
Nutrition And Physical Activity

Abstract   Disadvantaged populations, including unemployed adults, often exhibit low levels of health literacy. Exploring subjectively perceived health literacy needs in these populations can serve as an entry point for participatory intervention development. We aimed to assess health literacy needs of unemployed adults by triangulating qualitative interviews data and a scoping review. Using a parallel approach, we combined results of an interview study with 10 participants of a job-reintegration program in Germany and a scoping review. The interviews, conducted in early 2021, focused on health topics of interest to the participants and their sources of health-related information. Data were analysed using thematic analysis. For the scoping review, we searched MEDLINE, CINAHL, PsycInfo and SCOPUS up to January 2021 for studies containing “unemployed” AND “health literacy” in titles/abstracts. Study selection and data extraction were done independently by two researchers. Nutrition and physical activity emerged as core themes during the interviews, with some participants referring to the importance of both for mental health. Doctors and the institution running the job-reintegration program were the sources of health-related information often mentioned. The Corona pandemic was reported to have limited physical activity and affected psycho-social well-being. Five out of 2696 studies were included in the review. Four focused on mental health literacy, the fifth assessed information seeking practices in unemployed adults. The qualitative analysis revealed that health literacy needs of unemployed adults go beyond mental health literacy. As nutrition and physical activity impact mental health, interventions targeting such topics might also improve mental health literacy in unemployed adults. Study findings will be discussed with unemployed persons and social workers in co-production workshops that aim to identify and prioritize health literacy needs for intervention development. Key messages Health literacy programs for unemployed adults should target nutrition and physical activity. Workforce re-integration programs play a pivotal role in improving health literacy of unemployed adults.

An Integrated Approach Towards Developing Quality Mobile Health Apps for Cancer

2019 ◽  
pp. 46-71 ◽  
Author(s):  
Angelina Kouroubali ◽  
Lefteris Koumakis ◽  
Haridimos Kondylakis ◽  
Dimitrios G. Katehakis
Keyword(s):  
Cancer Patients ◽  
Mobile Health ◽  
Integrated Approach ◽  
Coordinated Care ◽  
Cancer Disease ◽  
Health Apps ◽  
Related Information ◽  
Patient Health ◽  
Health Related ◽  
Mobile Health Apps

The ever-growing demand for acquiring, managing, and exploiting patient health-related information has led to the development of several mobile health apps to support cancer patients. This chapter analyzes the clinical and technological characteristics of mobile apps enabling cancer patients to securely record, manage, and share their information online. It discusses issues relevant to increasing patient experience and acceptance, improving adherence to treatment, and effective support of coordinated care. Outcomes of recent research projects relevant to end user digital engagement, trust, interoperability, and usability/adaptability lead to an integrated approach towards developing quality mobile health apps. Improving quality of life and wellbeing in a secure and safe manner that respects the patients' privacy seems to be the key challenge. Regulation, standardization, and interoperability together with the existence of useful, accurate, and reliable tools for active patient engagement are imperative for efficient cancer disease management.

Quality of Health Information on the Internet

2009 ◽  
pp. 443-455
Author(s):  
Kleopatra Alamantariotou
Keyword(s):  
Health Information ◽  
Information Quality ◽  
Relevant Information ◽  
The Internet ◽  
High Quality ◽  
Related Information ◽  
Health Related ◽  
Use Of The Internet ◽  
Effective Use

Recent statistics show that the World Wide Web has now grown to over 100 million sites: a phenomenal expansion in only 15 years (Mulligan 2007). It has been estimated that there are 100,000 sites offering health related information (Wilson 2002). As the amount of health information increases, the public find it increasingly difficult to decide what to accept and what to reject (Burgess 2007). Searching for information on the internet is both deceptively easy and the same time frustratingly difficult (Kiley 2002). The challenge for consumers is to find high quality, relevant information as quickly as possible. There has been ongoing debate about the quality of information aimed at patients and the general public and opinions differ on how it can be improved (Stepperd 1999). The purpose of this chapter is to provide a brief overview of the different perspectives on information quality and to review the main criteria for assessing the quality of health information on the internet. Pointers are provided to enable both clinicians and patients find high quality information sources. An understanding of these issues should help health professionals and patients to make effective use of the internet.

scholarly journals Does Eating Addiction Favor a More Varied Diet or Contribute to Obesity?—The Case of Polish Adults

Nutrients ◽  
2020 ◽  
Vol 12 (5) ◽  
pp. 1304
Author(s):  
Marzena Jezewska-Zychowicz ◽  
Aleksandra Małachowska ◽  
Marta Plichta
Keyword(s):  
Physical Activity ◽  
Food Intake ◽  
Leisure Time ◽  
Sociodemographic Factors ◽  
Overweight And Obesity ◽  
Sociodemographic Characteristics ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Varied Diet ◽  
Main Determinants

The rapidly increasing prevalence of overweight and obesity indicates a need to search for their main causes. Addictive-like eating and associated eating patterns might result in overconsumption, leading to weight gain. The aim of the study was to identify the main determinants of food intake variety (FIV) within eating addiction (EA), other lifestyle components, and sociodemographic characteristics. The data for the study were collected from a sample of 898 Polish adults through a cross-sectional survey in 2019. The questionnaire used in the study included Food Intake Variety Questionnaire (FIVeQ), Eating Preoccupation Scale (EPS), and questions regarding lifestyle and sociodemographic factors. High eating addiction was found in more than half of the people with obesity (54.2%). In the study sample, physical activity at leisure time explained FIV in the greatest manner, followed by the EPS factor: eating to provide pleasure and mood improvement. In the group of people with obesity, the score for this EPS factor was the best predictor of FIV, in that a higher score was conducive to a greater variety of food intake. Sociodemographic characteristics differentiated FIV only within groups with normal body weight (age) and with overweight (education). In conclusion, food intake variety (FIV) was associated with physical activity at leisure time, and then with EPS factor “Eating to provide pleasure and mood improvement”, whereas sociodemographic characteristics were predictors of FIV only within groups identified by body mass index (BMI). Nevertheless, our observations regarding the eating to provide pleasure and mood improvement factor and its associations with food intake variety indicate a need for further research in this area. Future studies should also use other tools to explicitly explain this correlation.

scholarly journals Champ4life Study Protocol: A One-Year Randomized Controlled Trial of a Lifestyle Intervention for Inactive Former Elite Athletes with Overweight/Obesity

Nutrients ◽  
2020 ◽  
Vol 12 (2) ◽  
pp. 286
Author(s):  
Analiza M. Silva ◽  
Catarina L. Nunes ◽  
Catarina N. Matias ◽  
Filipe Jesus ◽  
Rúben Francisco ◽  
...  
Keyword(s):  
Quality Of Life ◽  
Physical Activity ◽  
Lifestyle Intervention ◽  
Elite Athletes ◽  
Resting Energy Expenditure ◽  
Overweight And Obesity ◽  
Metabolic Markers ◽  
Health Related ◽  
Former Elite Athletes

Preventive and educational programs directed to former elite athletes in the areas of healthy living are required. This is particularly relevant as obesity and health-related problems are observed in retired athletes, especially in those whose current levels of physical activity are below the recommendations. During their sports career, elite athletes are supported by a multidisciplinary team; upon retirement, no support is provided for the transition to a different lifestyle. So far, no program has been implemented to promote sustained healthy lifestyle behaviors in the post-career transition and evidence is lacking for such an intervention. Firstly, we aim to determine if Champ4life, a 1-year lifestyle intervention targeting inactive former athletes with overweight and obesity, is effective for reducing total and abdominal fat. Secondly, our purpose is to assess the effectiveness of the intervention on the levels of physical activity and sedentary behavior, resting energy expenditure, cardio-metabolic markers, physical fitness, energy balance components, eating self-regulation markers, and quality of life over 12 months. Champ4life is an evidence- and theory-based program using a randomized control trial design (intervention vs. control group) that will be conducted on 94 inactive former elite athletes with overweight and obesity. The first four months of the Champ4Life program include a nutritional appointment and 12 weekly, 90-min sessions. Classroom sessions seek to provide participants with key information and a toolbox of behavior change techniques to initiate and sustain long-term lifestyle changes. Participants will undergo baseline, 4-month, and 12-month measurements of body composition (primary outcomes), resting energy expenditure, physical fitness, metabolic markers, energy balance related-markers, and quality of life (secondary outcome). This trial will provide evidence on the effectiveness of the Champ4life program, a pioneer lifestyle intervention for retired athletes, offering tools for sustained changes in physical activity, sedentary behavior and diet, aiming to improve body composition and overall health-related markers.

scholarly journals Links between Adolescents’ Health Literacy and their Physical Activity and Body Mass Index

2019 ◽  
Vol 3 (114) ◽  
Author(s):  
Renata Rutkauskaitė ◽  
Konsta Kuusinen
Keyword(s):  
Physical Activity ◽  
Body Mass Index ◽  
Health Literacy ◽  
Health Information ◽  
Body Mass ◽  
Information Literacy ◽  
Organized Activities ◽  
Related Information ◽  
Sports Club ◽  
Health Related

Background. The aim of the study was to identify links between health literacy, health information literacy and physical activity as well as body mass index in adolescents.Methods. The study was carried out from September till the end of November, 2018. Research participants were 167 14–18-year-old students from Kaunas, Klaipeda and Vilnius (n = 107 females, n = 60 males). Participants were asked to fill in an anonymous online questionnaire, which consisted of basic demographics, physical activity, health information literacy and health literacy. Adolescents’ body mass index was calculated using ISO-BMI calculations. Physical activity was assessed by Petronytė’s physical activity questionnaire. To determine adolescents’ everyday health information literacy, we used self-assessed 10-item screening tool (EHIL-10) and to determine health literacy, we used Newest Vital Sign (NVS) screening test. Data analysis was performed using SPSS 23.0 program for Windows.Results. Health literacy did not have association with body mass index or the level of physical activity. Health literacy scores gave important data of the level of health literacy. The scores indicated that 21.6% of Lithuanian adolescents had adequate level of health literacy. It was found that age correlated positively with health literacy. Self-assessed everyday health information literacy was higher since 85% of the students had medium high or high level of health information literacy. The data revealed that adolescents were not sure where they could find health related information and who they could trust in health-related issues. For males, finding health information and knowing who they could trust in health issues was easier than for females. Health information literacy did not have association with ISO-BMI. Sufficient evaluation of health-related information was higher among normally weighted adolescents. Physically active students had higher health information literacy and participation in sports club activities had positive relation with better health information literacy. Additionally, involvement in organized activities associated with superior understanding of terms and sentences of health information. Evaluation of health information was higher among those who were actively involved in organized physical activities.Conclusions. Health information literacy did not have association with ISO-BMI. Those, who were involved in sports club activities or were more actively involved in organized physical activities had better health information literacy and evaluation of health information. Nevertheless, there was no connection between health literacy and physical activity. Keywords: health literacy, health information literacy, physical activity, body mass index.

scholarly journals PILOT PROJECT OF HEALTH TESTING MACHINE.

2020 ◽  
Vol 9 (6) ◽  
pp. 35-38
Keyword(s):  
Testing Machine ◽  
Pilot Project ◽  
Personal Health Information ◽  
Personal Health ◽  
High Definition ◽  
Web Browser ◽  
Related Information ◽  
Automated Teller Machine ◽  
Health Related ◽  
Preventive Health Screening

Like an automated teller machine (ATM) in a bank health ATM is a touch screen kiosk hardware designed for managing health related information which allows individuals to access their personal health information through any internet connected web browser. Health ATMs provides quick and convenient preventive health screening they can also connect patients with certified doctors using high definition video conferencing digital medical devices and web/mobile applications. In urban locations these ATMs serves as wellness kiosks as well.

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