Can Artificial Intelligence and Big Data Improve Gamified Healthcare Services and Devices?

2022 ◽  
pp. 205-220
Author(s):  
María A. Pérez-Juárez ◽  
Javier M. Aguiar-Pérez ◽  
Javier Del-Pozo-Velázquez ◽  
Miguel Alonso-Felipe ◽  
Saúl Rozada-Raneros ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Big Data ◽  
Essential Role ◽  
Healthy Lifestyle ◽  
Positive Impact ◽  
Well Being ◽  
Healthcare Services ◽  
Personalized Care ◽  
Ehealth Services ◽  
Mental Well Being

Systems that aim to maintain and improve the health of citizens are steadily gaining importance. Digital transformation is having a positive impact on healthcare. Gamification motivates individuals to maintain and improve their physical and mental well-being. In the era of artificial intelligence and big data, healthcare is not only digital, but also predictive, proactive, and preventive. Big data and artificial intelligence techniques are called to play an essential role in gamified eHealth services and devices allowing to offer personalized care. This chapter aims to explore the possibilities of artificial intelligence and big data techniques to support and improve gamified eHealth services and devices, including wearable technology, which are essential for digital natives but also increasingly important for digital immigrants. These services and devices can play an important role in the prevention and diagnosis of diseases, in the treatment of illnesses, and in the promotion of healthy lifestyle habits.

Exploring the Possibilities of Artificial Intelligence and Big Data Techniques to Enhance Gamified Financial Services

2022 ◽  
pp. 187-204
Author(s):  
María A. Pérez-Juárez ◽  
Javier M. Aguiar-Pérez ◽  
Miguel Alonso-Felipe ◽  
Javier Del-Pozo-Velázquez ◽  
Saúl Rozada-Raneros ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Big Data ◽  
Financial Institutions ◽  
Financial Services ◽  
Essential Role ◽  
Digital Natives ◽  
Digital Immigrants ◽  
Artificial Intelligence Techniques ◽  
New Challenges

A lot of millennials have been educated in gamified schools where they played Kahoot several times per week, and where applications like Classcraft made them feel like the protagonists of a videogame in which they had to accumulate points to be able to level up. All those that were educated in a gamified environment feel it is natural and logical that gamification is used in all areas. For this reason, gamification is increasingly becoming important in different fields including financial services, bringing new challenges. Gamification allows financial institutions to provide personalized and compelling experiences. Big data and artificial intelligence techniques are called to play an essential role in the gamification of financial services. This chapter aims to explore the possibilities of using artificial intelligence and big data techniques to support gamified financial services which are essential for digital natives but also increasingly important for digital immigrants.

scholarly journals 5G and intelligence medicine—how the next generation of wireless technology will reconstruct healthcare?

2019 ◽  
Vol 2 (4) ◽  
pp. 205-208 ◽  
Author(s):  
Dong Li
Keyword(s):  
Artificial Intelligence ◽  
Big Data ◽  
Internet Of Things ◽  
Patient Experience ◽  
Healthcare Service ◽  
Healthcare Services ◽  
Wireless Transmission ◽  
Wireless Technology ◽  
Total Cost ◽  
5G Technologies

Abstract Despite intensive efforts, there are still enormous challenges in provision of healthcare services to the increasing aging population. Recent observations have raised concerns regarding the soaring costs of healthcare, the imbalance of medical resources, inefficient healthcare system administration, and inconvenient medical experiences. However, cutting-edge technologies are being developed to meet these challenges, including, but not limited to, Internet of Things (IoT), big data, artificial intelligence, and 5G wireless transmission technology to improve the patient experience and healthcare service quality, while cutting the total cost attributable to healthcare. This is not an unrealistic fantasy, as these emerging technologies are beginning to impact and reconstruct healthcare in subtle ways. Although the technologies mentioned above are integrated, in this review we take a brief look at cases focusing on the application of 5G wireless transmission technology in healthcare. We also highlight the potential pitfalls to availability of 5G technologies.

scholarly journals The COVIDPregDK Study: A national survey on pregnancy during the early COVID-19 pandemic in Denmark

2021 ◽  
pp. 140349482110487
Author(s):  
Lonny Stokholm ◽  
Katja Schrøder ◽  
Ellen A. Nør ◽  
Katrine H. Rubin ◽  
Jan S. Jørgensen ◽  
...  
Keyword(s):  
Mental Health ◽  
Pregnant Women ◽  
Well Being ◽  
Healthcare Services ◽  
Background Information ◽  
Unborn Child ◽  
Pregnancy And Childbirth ◽  
Health Authorities ◽  
First Time ◽  
Mental Well Being

Aim: We aimed to describe the aim, data collection and content from a survey completed among pregnant women during the first peak of the COVID-19 pandemic in Denmark. Methods: The declaration of the COVID-19 pandemic in early 2020 challenged pregnant women’s mental well-being due to a concern for their unborn child and their need for healthcare services through pregnancy and birth. To explore how the COVID-19 pandemic and the intensified measures such as the lockdown of Denmark impacted pregnant women’s well-being and mental health, we conducted a questionnaire survey in the spring of 2020 when the COVID-19 pandemic was at its first peak, and the consequences for pregnant women and the unborn child were very uncertain. All women residing in Denmark and registered with an ongoing pregnancy on 24 April 2020 were invited to participate. The questionnaire included background information, variables on COVID-19 symptoms and validated batteries of questions on loneliness, anxiety, stress, quality of life, meditation and prayers. Additional questions were included to examine concerns related to pregnancy and childbirth during the pandemic. Cohort characteristics: Almost 18,000 women answered the questionnaire, which represents 60% of all invited women who experienced a national lockdown for the first time. Their median age was 30 years, and they were more likely to be multiparous. Conclusions: Data from the COVIDPregDK Study will enable us to gain valuable knowledge on how the pandemic, the intensified measures from the health authorities and the national lockdown affected pregnant women’s mental health and their concerns during the COVID-19 pandemic.

scholarly journals News Consumption and Its Unpleasant Side Effect

2017 ◽  
Vol 29 (3) ◽  
pp. 137-147 ◽  
Author(s):  
Mark Boukes ◽  
Rens Vliegenthart
Keyword(s):  
Positive Impact ◽  
Well Being ◽  
Television Programs ◽  
News Consumption ◽  
Soft News ◽  
Negative Effect ◽  
Curve Modeling ◽  
Entertainment Value ◽  
The Impact ◽  
Mental Well Being

Abstract. Following the news is generally understood to be crucial for democracy as it allows citizens to politically participate in an informed manner; yet, one may wonder about the unintended side effects it has for the mental well-being of citizens. With news focusing on the negative and worrisome events in the world, framing that evokes a sense of powerlessness, and lack of entertainment value, this study hypothesizes that news consumption decreases mental well-being via negative hedonic experiences; thereby, we differentiate between hard and soft news. Using a panel survey in combination with latent growth curve modeling (n = 2,767), we demonstrate that the consumption of hard news television programs has a negative effect on the development of mental well-being over time. Soft news consumption, by contrast, has a marginally positive impact on the trend in well-being. This can be explained by the differential topic focus, framing and style of soft news vis-à-vis hard news. Investigating the effects of news consumption on mental well-being provides insight into the impact news exposure has on variables other than the political ones, which definitively are not less societally relevant.

scholarly journals Physical activity and body weight of breast cancer survivors – VICAN national survey

2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
D Rey ◽  
R Touzani ◽  
A Monet ◽  
M K Bendiane ◽  
A D Bouhnik ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Quality Of Life ◽  
Cancer Survivors ◽  
Breast Cancer Survivors ◽  
Healthy Lifestyle ◽  
Well Being ◽  
Healthy Habits ◽  
Mental Well Being

Abstract Background Cancer recurrence and poor quality of life are major challenges of the growing population of breast cancer (BC) survivors. International guidelines encourage survivors to engage in regular physical activity (PA) and to maintain a healthy body weight (BW), as both have a proven benefit on survival. Our aims were (1) to describe PA and BW 5 years after a BC diagnosis and (2) to define the predictors of long-term engagement in healthy lifestyle, in a representative sample of French survivors. Methods The French National VICAN surveys were implemented in 2012 and 2015 among cancer survivors. This analysis focused on 723 women with BC, without progression at 5 years, and who participated in both surveys. The questionnaires dealt with several topics including socioeconomic status, treatments and side effects, psychometric scales and lifestyle habits. Results Five years after diagnosis, 26% of women reported regular PA, 61% occasional PA and 14% no PA. Moreover, 27% reported a weight gain ≥5kg, and 10% a weight loss ≥5kg. Half of the women had decreased or stopped PA since diagnosis. In logistic regression, long-term regular PA was associated with better mental quality of life (aOR=1.04; 1.01-1.07), no depression (aOR=3.42; 1.21-9.65), higher Post Traumatic Growth Inventory score (aOR=1.02; 1.01-1.04), normal arm mobility (aOR=3.7; 1.6-8.4) and healthy and stable BW since diagnosis (aOR=4.47; 1.61-12.37). Weight gain ≥5kg was associated with younger age (aOR=0.96; 0.93-0.99), higher BW at diagnosis (aOR=1.02; 1.01-1.04), and lymphedema 5 years after diagnosis (aOR=1.69; 1.02-2.83). Conclusions For BC survivors, mental well-being is essential for successful long-term investment in healthy habits. More psychological and dietary support, and a better management of sequelae are needed in this population. Key messages For breast cancer survivors, mental well-being is essential for successful long-term investment in healthy habits. More psychological and dietary support, and better sequelae management are needed to help breast cancer survivors to persist in healthy lifestyle.

scholarly journals Impact of the COVID-19 crisis on work and private life, mental well-being and self-rated health in German and Swiss employees: a cross-sectional online survey

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Martin Tušl ◽  
Rebecca Brauchli ◽  
Philipp Kerksieck ◽  
Georg Friedrich Bauer
Keyword(s):  
Leisure Time ◽  
Negative Impact ◽  
Positive Impact ◽  
Well Being ◽  
Private Life ◽  
Cross Sectional ◽  
Self Rated Health ◽  
Time Work ◽  
Short Time ◽  
Mental Well Being

Abstract Background The COVID-19 crisis has radically changed the way people live and work. While most studies have focused on prevailing negative consequences, potential positive shifts in everyday life have received less attention. Thus, we examined the actual and perceived overall impact of the COVID-19 crisis on work and private life, and the consequences for mental well-being (MWB), and self-rated health (SRH) in German and Swiss employees. Methods Cross-sectional data were collected via an online questionnaire from 2118 German and Swiss employees recruited through an online panel service (18–65 years, working at least 20 h/week, various occupations). The sample provides a good representation of the working population in both countries. Using logistic regression, we analyzed how sociodemographic factors and self-reported changes in work and private life routines were associated with participants’ perceived overall impact of the COVID-19 crisis on work and private life. Moreover, we explored how the perceived impact and self-reported changes were associated with MWB and SRH. Results About 30% of employees reported that their work and private life had worsened, whereas about 10% reported improvements in work and 13% in private life. Mandatory short-time work was strongly associated with perceived negative impact on work life, while work from home, particularly if experienced for the first time, was strongly associated with a perceived positive impact on work life. Concerning private life, younger age, living alone, reduction in leisure time, and changes in quantity of caring duties were strongly associated with perceived negative impact. In contrast, living with a partner or family, short-time work, and increases in leisure time and caring duties were associated with perceived positive impact on private life. Perceived negative impact of the crisis on work and private life and mandatory short-time work were associated with lower MWB and SRH. Moreover, perceived positive impact on private life and an increase in leisure time were associated with higher MWB. Conclusion The results of this study show the differential impact of the COVID-19 crisis on people’s work and private life as well as the consequences for MWB and SRH. This may inform target groups and situation-specific interventions to ameliorate the crisis.

scholarly journals Sustained, Multifaceted Improvements in Mental Well-Being Following Psychedelic Experiences in a Prospective Opportunity Sample

2021 ◽  
Vol 12 ◽  
Author(s):  
Keri Mans ◽  
Hannes Kettner ◽  
David Erritzoe ◽  
Eline C. H. M. Haijen ◽  
Mendel Kaelen ◽  
...  
Keyword(s):  
Repeated Measures ◽  
Mixed Model ◽  
Positive Impact ◽  
Well Being ◽  
Policy Implications ◽  
Attrition Rates ◽  
Before And After ◽  
Post Hoc ◽  
Prior Intention ◽  
Mental Well Being

In the last 15 years, psychedelic substances, such as LSD and psilocybin, have regained legitimacy in clinical research. In the general population as well as across various psychiatric populations, mental well-being has been found to significantly improve after a psychedelic experience. Mental well-being has large socioeconomic relevance, but it is a complex, multifaceted construct. In this naturalistic observational study, a comprehensive approach was taken to assessing well-being before and after a taking a psychedelic compound to induce a “psychedelic experience.” Fourteen measures of well-being related constructs were included in order to examine the breadth and specificity of change in well-being. This change was then analysed to examine clusters of measures changing together. Survey data was collected from volunteers that intended to take a psychedelic. Four key time points were analysed: 1 week before and 2 weeks, 4 weeks, and 2 years after the experience (N = 654, N = 315, N = 212, and N = 64, respectively). Change on the included measures was found to cluster into three factors which we labelled: 1) “Being well”, 2) “Staying well,” and 3) “Spirituality.” Repeated Measures Multivariate Analysis of Variance revealed all but the spirituality factor to be improved in the weeks following the psychedelic experience. Additional Mixed model analyses revealed selective increases in Being Well and Staying Well (but not Spirituality) that remained statistically significant up to 2 years post-experience, albeit with high attrition rates. Post-hoc examination suggested that attrition was not due to differential acute experiences or mental-health changes in those who dropped out vs. those who did not. These findings suggest that psychedelics can have a broad, robust and sustained positive impact on mental well-being in those that have a prior intention to use a psychedelic compound. Public policy implications are discussed.

scholarly journals Social and Psychological Consequences of COVID-19 Online Content at a Lockdown Phase—Europe and Asia Comparison

2021 ◽  
Vol 13 (16) ◽  
pp. 9198
Author(s):  
Marta R. Jabłońska ◽  
Karolina Zajdel ◽  
Radosław Zajdel
Keyword(s):  
Mental Health ◽  
Social Media ◽  
Life Satisfaction ◽  
Positive Impact ◽  
Well Being ◽  
Psychological Consequences ◽  
Everyday Functioning ◽  
Anxiety Depression ◽  
The Impact ◽  
Mental Well Being

After more than a year in a pandemic world, more than 171 million people worldwide have been infected and over 3.5 million have died. The number of those who have suffered mentally due to the pandemic is well above this number. The virus, lockdowns, forced quarantines, and problems related to jobs and everyday functioning have left their mark on mental health. Additionally, the massive spread of COVID-19 content of varying quality in social media is exacerbating this impact. On the other hand, in times of social distancing, these media are an important link with other people and a source of social support. The impact of the COVID-19 content in social media still requires further exploring. This influence on mental health may also vary geographically. There are more and more reports of discrimination against Asians due to COVID-19. We conducted a survey during lockdown in which 1664 respondents took part. After analyzing the impact of COVID-19 content in social media on the level of life satisfaction, anxiety, and depression, we compared this impact between European and Asian respondents. The results showed that dealing with these contents affects the level of anxiety, depression, and life satisfaction. Although most often these relations turned out to be negative, we have also identified those indicating a positive impact. This was particularly noticeable among Asian respondents, who additionally showed a lower relationship between reading COVID-19 content and their mental well-being than European respondents.

scholarly journals Life101 Enhances Healthy Lifestyle Choices in Pre-Health Undergraduate Students

2017 ◽  
Vol 14 (3) ◽  
pp. 41-58
Author(s):  
Mahtab Jafari ◽  
Keyword(s):  
Academic Success ◽  
Undergraduate Students ◽  
Financial Management ◽  
Healthy Lifestyle ◽  
Positive Impact ◽  
Well Being ◽  
Lifestyle Changes ◽  
Lifestyle Choices ◽  
Healthy Lifestyle Choices

Stress levels in college students are increasing at an alarmingly fast pace. To combat this rising tide, universities need effective tools to promote student well-being and help them to recognize and manage their stress. One approach is to teach students basic lifestyle skills to cope with stress and achieve wellness. This is important as it not only increases students’ retention within a chosen field of study, but assists them to achieve personal and academic success. To inspire our undergraduate students to adopt healthy lifestyle choices, a once-weekly course titled “Life101” was developed with topics that focused on students’ wellness such as stress management, emotional intelligence, financial management, nutrition, and exercise. Classes were taught through a combination of lecture, multimedia videos, and discussions. Here, we share our observational findings outlining the potential benefits (short- and long-term) for students participating in Life101. Based on pre- and post-course survey data from students, both in-class and online, Life101 had a significant positive impact on the lifestyle of our students. The main outcomes from this study were: 1) both in-class and online courses resulted in positive lifestyle changes in our students; 2) online students showed greater mastery of course topics compared to their in-class peers; and 3) long-term benefits from the course were reported after a one-year follow-up. Although, this collective positive impact may suggest that offering Life101 to undergraduate students can serve to improve students’ mental and physical health, a prospective study is needed to confirm these findings.

Sign in / Sign up

Export Citation Format

Share Document