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Chen H, Zhang T, Li Y, Zhao W, Xu W. Relationship and mechanisms between internet use and physical exercise among middle- and younger-aged groups. PLoS One 2024; 19:e0305131. [PMID: 38959189 PMCID: PMC11221648 DOI: 10.1371/journal.pone.0305131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 05/23/2024] [Indexed: 07/05/2024] Open
Abstract
The "Internet Plus" era has established a closer connection between sports and individuals. This study used data from the 2018 China Family Panel Studies and focused on the middle- and younger-aged population aged 15 to 59 years. Employing a negative binomial regression model, this study empirically analyzed the impact of Internet use on physical exercise and its internal mechanisms among this population. The findings revealed that (1) Internet use significantly promoted physical exercise in the middle- and younger-aged population, with the frequency of physical exercise increasing to 1.549 times the original value; (2) The positive effects of the internet on physical exercise outweighed the negative effects, with online learning and entertainment enhancing physical exercise and online socialization limiting it. Specifically, online learning and entertainment increased the frequency of physical exercise among the middle- and younger-aged population by 0.063 and 0.018, respectively. Online socialization reduced the frequency by 0.023; and (3) The influence of internet use on physical exercise varies; significantly, it positively affects the exercise frequency among individuals over 35 years old and shows a positive correlation with employment status, including both employed individuals and those out of the labor market. The positive role of Internet use in encouraging physical exercise participation among the middle- and young-aged groups should be valued and enhanced.
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Affiliation(s)
- Hao Chen
- General Graduate School, Dongshin University, Naju, JeollaNamdo, South Korea
- Food and Health Research Center, Wuhan Polytechnic University, Wuhan, Hubei, China
| | - Tingpimei Zhang
- Food and Health Research Center, Wuhan Polytechnic University, Wuhan, Hubei, China
- School of Economics, Wuhan Polytechnic University, Wuhan, Hubei, China
- Center for Counyt Economic Development Research in Hubei, Wuhan Polytechnic University, Wuhan, Hubei, China
| | - Yihao Li
- General Graduate School, Dongshin University, Naju, JeollaNamdo, South Korea
| | - Weifeng Zhao
- Food and Health Research Center, Wuhan Polytechnic University, Wuhan, Hubei, China
- School of Economics, Wuhan Polytechnic University, Wuhan, Hubei, China
- Center for Counyt Economic Development Research in Hubei, Wuhan Polytechnic University, Wuhan, Hubei, China
| | - Wei Xu
- Food and Health Research Center, Wuhan Polytechnic University, Wuhan, Hubei, China
- School of Economics, Wuhan Polytechnic University, Wuhan, Hubei, China
- Center for Counyt Economic Development Research in Hubei, Wuhan Polytechnic University, Wuhan, Hubei, China
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Zhong HM, Xu HB, Guo EK, Li J, Wang ZH. Can internet use change sport participation behavior among residents? Evidence from the 2017 Chinese General Social Survey. Front Public Health 2022; 10:837911. [PMID: 36339200 PMCID: PMC9626862 DOI: 10.3389/fpubh.2022.837911] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 10/03/2022] [Indexed: 01/21/2023] Open
Abstract
Purpose The popularization of the internet has promoted the implementation of China's national fitness strategy and created conditions for Chinese residents to participate in sports. The internet is an essential medium for disseminating sports knowledge, and the use of the internet can change sport participation behaviors. Therefore, the internet can be used to popularize sports knowledge and promote the participation of all people in sports and thus improve the health of the entire population. This study attempts to empirically analyse how the use of the internet changes sport participation behavior. Method Utilizing data from the 2017 China General Social Survey, a probit model, ivprobit model, and bias-corrected non-parametric percentile bootstrap test were used to analyse the impact of internet use on sport participation behavior. Results The empirical results show that internet use significantly increased the probability of participation in sports by Chinese residents. Heterogeneity test results showed that internet use was more effective in promoting sport participation in middle-aged groups, groups of older persons, unmarried groups, and groups with a high school education or above. The mediating effect test results showed that internet use influenced residents' participation in sports by promoting social interaction, leisure and entertainment, and learning and recharging. Conclusions The internet has changed participation in sports; specifically, the use of the internet promotes sport participation. Additionally, internet use has a more obvious impact on improving the sport participation behavior of middle-aged, older, unmarried, and middle- and higher-educated individuals. Internet social interaction, internet entertainment and internet learning are effective channels to encourage Chinese residents to participate in sports and improve their health.
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Affiliation(s)
- Hua-mei Zhong
- School of Physical Education and Sport Science, Fujian Normal University, Fuzhou, China
| | - Han-bing Xu
- College of Physical Education and Sports, Beijing Normal University, Beijing, China
| | - En-kai Guo
- College of Physical Education and Sports, Beijing Normal University, Beijing, China
| | - Jing Li
- College of Physical Education and Sports, Beijing Normal University, Beijing, China
| | - Zhao-hong Wang
- College of Physical Education and Sports, Beijing Normal University, Beijing, China,*Correspondence: Zhao-hong Wang
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Influences of Digital Transformation on Life Expectancy and the Gender Gap in European Countries. INTERNATIONAL JOURNAL OF ELECTRONIC GOVERNMENT RESEARCH 2022. [DOI: 10.4018/ijegr.298117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Our paper empirically examines the influence of the digital transformation process on life expectancy employing a sample of 20 European countries over the period from 2015 to 2020. In the models, digitalization is captured by six measures. Our results illustrate that using the internet and online activities reduce life expectancy, whereas business digitization, e-commerce, digital public services, and higher digital skills in the population can improve the life expectancy of men and women, leading to a reduction in the gender gap. Furthermore, we detect that men are significantly more affected by the implementation of digital transformation, while online administrative procedures also lead to a rise in life expectancy but only in women. These effects only exist in the long term. We also find that digital connectivity, business digitization, e-commerce, and digital skills help people survive longer during the Covid-19 pandemic.
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Milosevic T, Kuldas S, Sargioti A, Laffan DA, O'Higgins Norman J. Children's Internet Use, Self-Reported Life Satisfaction, and Parental Mediation in Europe: An Analysis of the EU Kids Online Dataset. Front Psychol 2022; 12:698176. [PMID: 35087439 PMCID: PMC8787337 DOI: 10.3389/fpsyg.2021.698176] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 12/07/2021] [Indexed: 01/07/2023] Open
Abstract
The present research examines how children’s time spent online is associated with their perceived life satisfaction accounting for their age, gender, socio-economic status (SES), emotional problems, country, and family environmental factors. This article is based on the data of the large scale cross-sectional EU Kids Online survey from 16 European countries with nationally representative samples of children aged 9–17 (N = 11,200, Mage = 13.3, SD = 2.36; 50.6% boys, 49.4% girls). The results indicated that the time children spent online appeared to have no considerable negative effect on their self-reported life satisfaction (SRLS). Comparatively, the positive effects of children’s SES and family environment accounted for 43% of the overall 50% of the variance in children’s SRLS scores. Considering that children’s SES alone accounted for 42% of the variance, children’s emotional problems, country of residence, and enabling parental mediation accounted for the remaining 3, 4, and 1% of the variance, respectively. In line with previous studies that urge caution when discussing the negative influence of time spent online on children’s mental health and overall wellbeing, the current findings suggest that social-ecological characteristics and how children use the Internet, need to be examined further.
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Affiliation(s)
- Tijana Milosevic
- DCU Anti-Bullying Centre, Institute of Education, Dublin City University, Dublin, Ireland
| | - Seffetullah Kuldas
- DCU Anti-Bullying Centre, Institute of Education, Dublin City University, Dublin, Ireland.,Department of Media and Communication, University of Oslo, Oslo, Norway
| | - Aikaterini Sargioti
- DCU Anti-Bullying Centre, Institute of Education, Dublin City University, Dublin, Ireland
| | - Derek A Laffan
- DCU Anti-Bullying Centre, Institute of Education, Dublin City University, Dublin, Ireland
| | - James O'Higgins Norman
- DCU Anti-Bullying Centre, Institute of Education, Dublin City University, Dublin, Ireland
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Rasmussen MGB, Pedersen J, Olesen LG, Brage S, Klakk H, Kristensen PL, Brønd JC, Grøntved A. Short-term efficacy of reducing screen media use on physical activity, sleep, and physiological stress in families with children aged 4-14: study protocol for the SCREENS randomized controlled trial. BMC Public Health 2020; 20:380. [PMID: 32293374 PMCID: PMC7092494 DOI: 10.1186/s12889-020-8458-6] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 03/04/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND During the recent decade presence of digital media, especially handheld devices, in everyday life, has been increasing. Survey data suggests that children and adults spend much of their leisure on screen media, including use of social media and video services. Despite much public debate on possible harmful effects of such behavioral shifts, evidence from rigorously conducted randomized controlled trials in free-living settings, investigating the efficacy of reducing screen media use on physical activity, sleep, and physiological stress, is still lacking. Therefore, a family and home-based randomized controlled trial - the SCREENS trial - is being conducted. Here we describe in detail the rationale and protocol of this study. METHODS The SCREENS pilot trial was conducted during the fall of 2018 and spring of 2019. Based on experiences from the pilot study, we developed a protocol for a parallel group randomized controlled trial. The trial is being conducted from May 2019 to ultimo 2020 in 95 families with children 4-14 years recruited from a population-based survey. As part of the intervention family members must handover most portable devices for a 2-week time frame, in exchange for classic mobile phones (not smartphones). Also, entertainment-based screen media use during leisure must be limited to no more than 3 hours/week/person. At baseline and follow-up, 7-day 24-h physical activity will be assessed using two triaxial accelerometers; one at the right hip and one the middle of the right thigh. Sleep duration will be assessed using a single channel EEG-based sleep monitor system. Also, to assess physiological stress (only assessed in adults), parameters of 24-h heart rate variability, the cortisol awakening response and diurnal cortisol slope will be quantified using data sampled over three consecutive days. During the study we will objectively monitor the families' screen media use via different software and hardware monitoring systems. DISCUSSION Using a rigorous study design with state-of-the-art methodology to assess outcomes and intervention compliance, analyses of data from the SCREENS trial will help answer important causal questions of leisure screen media habits and its short-term influence on physical activity, sleep, and other health related outcomes among children and adults. TRIAL REGISTRATION NCT04098913 at https://clinicaltrials.gov [20-09-2019, retrospectively registered].
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Affiliation(s)
- Martin Gillies Banke Rasmussen
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark.
| | - Jesper Pedersen
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
| | - Line Grønholt Olesen
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
| | - Søren Brage
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
- MRC Epidemiology Unit, Cambridge School of Clinical Medicine, Institute of Metabolic Science, University of Cambridge, Box 285, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Heidi Klakk
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
- Department of Physiotherapy and Research Center for Health Science, University College Lillebælt, Odense, Denmark
| | - Peter Lund Kristensen
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
| | - Jan Christian Brønd
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark
| | - Anders Grøntved
- Department of Sports Science and Clinical Biomechanics, Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, University of Southern Denmark, 5230, Odense, Denmark.
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Lepp A, Barkley JE. Cell phone use predicts being an "active couch potato": results from a cross-sectional survey of sufficiently active college students. Digit Health 2019; 5:2055207619844870. [PMID: 31019724 PMCID: PMC6463329 DOI: 10.1177/2055207619844870] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 03/28/2019] [Indexed: 12/16/2022] Open
Abstract
Objective “Active couch potato” describes an individual who is sufficiently physically active yet highly sedentary. Cell phones promote activities understood as sedentary behaviors (e.g. watching videos). Research demonstrates that cell phone use is positively associated with sedentary behavior. Although sedentary behavior typically displaces physical activity, no relationship between cell phone use and physical activity has been found. Thus, it is possible that some sufficiently active individuals are also high-frequency cell phone users and therefore highly sedentary. In other words, cell phone use may predict being an “active couch potato” among active people. Testing this hypothesis was the purpose of this study. “Active couch potatoes” are of concern as the negative effects of excessive sedentary behavior are independent of the benefits of physical activity. Methods College students (228) completed validated surveys assessing physical activity, sedentary behavior, and cell phone use. Using a previously validated method, participants were rated as sufficiently active or not based upon their physical activity survey score. Participants who were not sufficiently active were excluded from further analysis resulting in a final sample of 171. These sufficiently active individuals were categorized as “active couch potatoes” if they were also highly sedentary (i.e. sitting for eight or more hours/day). Logistic regression determined if cell phone use predicted being categorized as an “active couch potato.” Results Cell phone use was a significant, positive predictor of being an “active couch potato.” With each additional hour of daily cell phone use, the odds of becoming an “active couch potato” increased by 11.4% (Wald = 5.934, P = 0.015, Exp(B) = 1.114). On average, active couch potatoes used their cell phone 1.7 hours more each day than their sufficiently active but not overly sedentary peers. Conclusion Increased cell phone use was a significant predictor of being an “active couch potato.” Explanations and implications are discussed.
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Affiliation(s)
- Andrew Lepp
- College of Education, Health and Human Services, Kent State University, USA
| | - Jacob E Barkley
- College of Education, Health and Human Services, Kent State University, USA
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