Internet Use

互联网使用
  • 文章类型: Journal Article
    最近互联网增长的激增极大地改变了居民获取健康信息和服务的方式,强调有必要调查其对医疗保健观念的影响。然而,目前的研究往往无法区分互联网的使用和参与,以及各种各样的医疗保健利益相关者,导致理解不完整和不一致。为了解决这个问题,本研究利用了2018年中国家庭面板研究(CFPS2018)的数据,将对医疗保健的态度分为三个维度:医生信任,对医疗机构的满意度,以及对系统性医疗保健问题的看法。采用倾向得分匹配(PSM)来控制13个混杂变量,这项研究调查了互联网对类似人群中公众对医疗保健态度的影响,心理,和健康相关变量。结果显示,互联网的使用和参与在一定程度上影响居民对医疗保健的态度,参与有更明显的效果。虽然互联网的使用增加了人们对系统性医疗保健问题的认识,互联网参与增强了医生的信任,然而,降低了对医疗机构的满意度,夸大了对系统性医疗保健问题的看法。这些发现具有重要的理论和实践意义。它们增强了对互联网使用的不同水平和目的的理解,从而提高我们对其对公众对医疗保健态度的多面影响的认识。此外,他们为医疗机构提高服务质量提供了见解,协助互联网媒体优化信息传递,并阐明对有效使用互联网评估健康信息的居民的影响。
    The recent surge in Internet growth has significantly altered how residents obtain health information and services, underscoring the need to investigate its impact on healthcare perceptions. However, current studies often fail to distinguish between Internet use and involvement, as well as the diverse range of healthcare stakeholders, resulting in incomplete and inconsistent understanding. To address this, this study utilized data from the 2018 China Family Panel Study (CFPS 2018), categorizing attitudes toward healthcare into three dimensions: doctor trust, satisfaction with medical institutions, and perception of systemic healthcare issues. Employing propensity score matching (PSM) to control for thirteen confounding variables, this study examined the Internet\'s impact on public attitudes toward healthcare among similar demographic, psychological, and health-related variables. Results revealed that both Internet use and involvement affect residents\' attitudes toward healthcare to some extent, with involvement having a more pronounced effect. While Internet use increased the perception of systemic healthcare issues, Internet involvement enhanced doctor trust, yet reduced satisfaction with medical institutions and exaggerated the perception of systemic healthcare issues. These findings have significant theoretical and practical implications. They enhance the comprehension of diverse levels and purposes of Internet use, thereby advancing our knowledge of its multi-faced influence on public attitudes toward healthcare. Furthermore, they offer insights for medical institutions to improve service quality, assist Internet media in optimizing information delivery, and illuminate the implications for residents who effectively use the Internet to assess health information.
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  • 文章类型: Journal Article
    抑郁症状的日益流行已成为全球范围内的重要公共卫生问题,强调需要分析中国人群中导致抑郁症状的因素,并制定有针对性的改善心理健康的建议。我们旨在探讨互联网使用与抑郁症状之间的相关性以及社会经济不平等在这种关联中的作用。
    我们包括了8019名18岁及以上居民的数据,我们从中国家庭小组研究的2018年和2020年浪潮中检索到的。我们使用潜在特征分析对个人的互联网使用模式和多元线性回归进行分类,以确定他们与抑郁症状的关联。
    较高的社会经济地位(SES)与较少的抑郁症状相关(τ=-0.08;95%置信区间(CI)=-0.36,-0.18)。高依赖性组的个体出现抑郁症状的可能性更大(τ=0.04;95%CI=0.007,0.66)。我们观察到个体水平的SES和四种互联网使用模式之间的交互效应没有显着差异。然而,与城市居住的受访者相比,农村地区的人在互联网使用模式和抑郁症状之间有更强的联系,尤其是高依赖性组(τ=-0.07;95%CI=-1.47,-0.20)。
    我们的研究结果表明,抑郁症状与互联网使用模式之间存在显着关联,表明需要与互联网使用相关的干预措施,特别是那些旨在降低SES较低个体抑郁症状风险的人。
    UNASSIGNED: The increasing prevalence of depressive symptoms has emerged as a critical public health issue globally, highlighting the need for analyses of the factors contributing to depressive symptoms within the Chinese population and the development of targeted recommendations for improving mental well-being. We aimed to explore the correlation between internet use and depressive symptoms and the role of socioeconomic inequalities in this association.
    UNASSIGNED: We included data on 8019 residents aged 18 years and above, which we retrieved from the 2018 and 2020 waves of the China Family Panel Studies. We used latent profile analysis to categorise individuals\' internet usage patterns and multiple linear regression to determine their association with depressive symptoms.
    UNASSIGNED: Higher socioeconomic status (SES) was associated with fewer depressive symptoms (τ = -0.08; 95% confidence interval (CI) = -0.36, -0.18). Individuals in the high-dependence group presented a greater likelihood of developing depressive symptoms (τ = 0.04; 95% CI = 0.007, 0.66). We observed no significant difference in the interaction effect between individual-level SES and the four patterns of internet usage. However, compared with urban-dwelling respondents, those in rural areas had a stronger association between internet usage patterns and depressive symptoms, especially those in the high-dependence group (τ = -0.07; 95% CI = -1.47, -0.20).
    UNASSIGNED: Our findings indicate a significant association between depressive symptoms and internet usage patterns, indicating a need for interventions related to internet use, especially those targeted at reducing the risk of depressive symptoms in individuals of lower SES.
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  • 文章类型: Journal Article
    本研究旨在探讨网络使用对老年人心理健康的影响及其通路机制,为改善老年人心理健康、更好地实现积极老龄化提供理论依据和实践指导。利用2020年中国健康与退休纵向调查的横截面数据,最终包括6722名60岁以上的老年人。我们对数据进行了描述性和相关性分析;我们使用看似无关的回归分析了互联网使用对老年人抑郁水平和认知能力的相关性;我们通过中介分析进一步探讨了社会化频率在互联网使用与老年人抑郁水平和认知能力关系中的中介作用及其差异。结果显示,本研究中老年人的平均年龄为(68.52±5.97)岁,平均互联网使用得分为(1.12±1.63),平均抑郁评分为(8.44±6.31),平均认知评分为(12.17±3.27)分。互联网的使用对老年人的心理健康有积极的影响,包括降低抑郁(β=-0.275,P<0.05)和改善认知(β=0.300,P<0.05)。社交频率介导了互联网使用与抑郁/认知能力之间的关系(95%CI=-0.034至-0.008,95%CI=0.007-0.022)。因此,鼓励老年人使用互联网至关重要,积极融入数字社会,促进明智的衰老,分享科技发展成果,并利用互联网来维持老年人的心理健康。
    This study aims to explore the impact of Internet use on the mental health of older adults and its pathway mechanisms and to provide a theoretical basis and practical guidance for improving the mental health of older adults and better realizing active aging. Using cross-sectional data from the 2020 China Health and Retirement Longitudinal Survey, 6722 older adults over 60 were finally included. We conducted descriptive and correlation analyses of the data; we analyzed the correlation of Internet use on the depression level and cognitive ability of older adults using seemingly unrelated regression; we further explored the mediating role of socialization frequency in the relationship between Internet use and the depression level and cognitive ability of older adults and its differences through mediation analysis. The results showed that the mean age of older adults in this study was (68.52 ± 5.97), the mean Internet use score was (1.12 ± 1.63), the mean depression score was (8.44 ± 6.31), and the mean cognitive score was (12.17 ± 3.27). Internet use had a positive impact on the mental health of older adults, including lowering depression (β = -0.275, P < 0.05) and improving cognition (β = 0.300, P < 0.05). Socialization frequency mediated the relationship between Internet use and depression/cognitive ability (95 % CI = -0.034 to -0.008, 95 % CI = 0.007-0.022). Therefore, it is essential to encourage older adults to use the Internet, actively integrate into the digital society, promote wise aging, share the fruits of technological development, and utilize the Internet to maintain the mental health of older adults.
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  • 文章类型: Journal Article
    在数字时代,越来越多的中国老年人成为互联网用户,但是数字鸿沟严重影响了他们的健康。基于中国老龄化社会纵向调查,研究了互联网使用对老年人身心健康的影响。发现数字访问,在线社交和信息/知识获取改善老年人的身心健康,而互联网技能几乎不会影响他们的健康。社会联系和适应是使用互联网改善老年人健康的两个重要渠道。年轻和受过良好教育的老年人从互联网接入中获得更多的健康益处,但是在线社交和经济活动在受教育程度较低的老年人中显示出更积极的健康影响。缩小数字鸿沟和促进数字凝聚力对老年人口的健康至关重要,因此,健康和养老金部门以及老年护理提供者应该帮助这个群体融入数字生活,以改善他们的健康状况。
    In the digital era, increasingly more Chinese older adults have become Internet users, but the digital divide deeply affects their health. Based on the China Longitudinal Aging Social Survey, the influence of Internet use on older adults\' physical and mental health are examined. It is found that digital access, online socializing and information/knowledge acquisition improve older adults\' physical and mental health, while Internet skills can hardly influence their health. Social connection and adaptation are two important channels through which Internet use improves older adults\' health. Younger and better-educated older adults gain more health benefits from Internet access, but online socializing and economic activities show stronger positive health effects in less-educated older adults. Narrowing the digital divide and promoting digital cohesion are important for the health of older population, so the health and pensions sector and geriatric nursing providers should help this group integrate into digital life to improve their health.
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  • 文章类型: Journal Article
    这项研究旨在调查大流行前客观和主观认知功能与瑞士老年人大流行期间持续使用互联网之间的关系。来自健康调查的1299名受访者的数据,使用了2019/2020年欧洲老龄化和退休(SHARE)以及2021年大流行期间的补充技术使用问卷。认知功能在2019/2020年通过客观措施(延迟和即时记忆,口头流畅性)和自我评价的记忆。持续使用互联网被定义为在2019/2020年的过去七天内至少使用过一次互联网,并在2021年报告每日或每周使用。我们发现,73.1%的受访者在2019/2020年至2021年期间一直使用互联网。使用多变量概率回归模型控制社会人口统计学和健康变量,我们发现更高的全球认知z分数,尤其是在即时和延迟记忆中,与持续使用互联网的可能性更高。此外,受访者良好,非常好,或者优秀的自我记忆更有可能维持他们的互联网使用。这些发现强调了认知健康在塑造老年人数字参与方面的潜在关键作用,建议在针对该人群的数字素养计划中应进一步考虑认知评估和培训。
    This study aimed to investigate the relationship between pre-pandemic objective and subjective cognitive functioning and sustained Internet use during the pandemic among older adults in Switzerland. Data from 1299 respondents of the Survey of Health, Ageing and Retirement in Europe (SHARE) in 2019/2020 and a supplementary technology use questionnaire during the pandemic in 2021 were used. Cognitive functioning was assessed in 2019/2020 through objective measures (delayed and immediate memory, verbal fluency) and self-rated memory. Sustained Internet use was defined as having used the Internet at least once in the past seven days in 2019/2020 and reporting daily or weekly use in 2021. We found that 73.1% of respondents consistently used Internet between 2019/2020 and 2021. Using multivariable probit regression models controlling for sociodemographic and health variables, we found that higher global cognition z-scores, especially in immediate and delayed memory, were associated with a higher likelihood of sustained Internet use. Additionally, respondents with good, very good, or excellent self-rated memory were more likely to sustain their Internet use. These findings highlight the potential critical role of cognitive health in shaping older adults\' digital engagement, suggesting that cognitive assessments and training should be further considered in digital literacy initiatives for this population.
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  • 文章类型: Journal Article
    背景:互联网在日常生活中的无处不在,尤其是年轻人,引起了人们对其对心理健康影响的担忧,教育,and,最近,口腔健康。先前的研究表明,有问题的互联网使用(PIU)之间存在复杂的关系,生活方式,与口腔健康相关的生活质量,强调需要进一步检查这些相互作用。这项研究旨在探索PIU作为口腔健康相关生活质量的预测指标,并研究生活方式在秘鲁学童样本中两者之间的中介作用。
    方法:对293名12至17岁的秘鲁学生进行了横断面研究(M=14.42,SD=1.5),使用结构方程分析PIU之间的关系,生活方式,与口腔健康相关的生活质量。数据收集程序是通过面对面的调查。已验证的仪器测量PIU,生活方式,与口腔健康相关的生活质量。通过结构方程模型和MLR估计器分析了研究的理论模型。使用比较拟合指数(CFI)进行拟合评估,逼近均方根误差(RMSEA),和标准化均方根残差(SRMR)。
    结果:它们表明PIU,生活方式,与口腔健康相关的生活质量。观察到PIU对生活方式(β=-0.30,p<.001)和口腔健康相关生活质量(β=-0.35,p<.001)的负面影响,以及PIU与口腔健康相关生活质量之间的正相关关系(β=0.29,p<.001)。生活方式的调解具有统计学意义,提示它们介导PIU与口腔健康相关生活质量之间的关系。
    结论:研究证实,PIU对青少年口腔健康相关生活质量有负面影响,以不健康的生活方式为媒介。它强调了在年轻人中促进平衡的互联网使用和健康的生活方式以改善他们的口头健康的重要性。
    BACKGROUND: The pervasiveness of the Internet in everyday life, especially among young people, has raised concerns about its effects on mental health, education, and, recently, oral health. Previous research has suggested a complex relationship between Problematic Internet Use (PIU), lifestyles, and oral health-related quality of life, highlighting the need to examine these interactions further. This study seeks to explore the PIU as a predictor of oral health-related quality of life and examine the mediating role of lifestyles between both in a sample of Peruvian schoolchildren.
    METHODS: A cross-sectional study was carried out with 293 Peruvian students aged 12 to 17 years (M = 14.42, SD = 1.5), using structural equations to analyze the relationship between PIU, lifestyles, and quality of life related to oral health. The data collection procedure was through a face-to-face survey. Validated instruments measured PIU, lifestyles, and oral health-related quality of life. The study\'s theoretical model was analyzed through structural equation modeling with the MLR estimator. The fit assessment was performed using the comparative fit index (CFI), root mean square error of approximation (RMSEA), and standardized root mean square residual (SRMR).
    RESULTS: They indicated significant correlations between PIU, lifestyles, and oral health-related quality of life. A negative influence of PIU on lifestyles (β = -0.30, p < .001) and on oral health-related quality of life (β = -0.35, p < .001) was observed, as well as a positive relationship between PIU and oral health-related quality of life (β = 0.29, p < .001). The mediation of lifestyles was statistically significant, suggesting that they mediate the relationship between PIU and oral health-related quality of life.
    CONCLUSIONS: The study confirms that PIU can negatively affect adolescents\' oral health-related quality of life, mediated by unhealthy lifestyles. It underlines the importance of promoting balanced Internet use and healthy lifestyles among young people to improve their oral well-being.
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  • 文章类型: Journal Article
    背景:技术创新为解决疼痛护理不平等提供了潜在的解决方案。为了最大限度地发挥影响,需要对经历或治疗疼痛的人的偏好和优先事项有更多的了解。
    目的:本研究开展了焦点小组,调查疼痛患者和医护人员对疼痛管理在线资源的看法。研究人员询问了当前疼痛管理的障碍,以及在线格式最需要哪些资源来满足需求。
    方法:参与者是来自美国西北部地区的成年人随机选择的子样本,基于调查的研究。符合条件的参与者被确定为接受疼痛治疗的人或照顾疼痛患者的医护人员。在199名受访者中,30人参加了三个焦点小组会议之一。焦点小组采用视像会议技术,然后记录,转录,并使用专题分析法进行分析。
    结果:焦点小组参与者包括22名成年人,他们被确定为任何类型的疼痛患者和8名医护人员。与电子健康使用有关的主题反映了(1)在一个地方免费获取和审查疼痛管理信息的愿望,(2)根据需要和疼痛类型定制的可靠信息,和(3)易于使用的资源。研究结果表明,确实存在一些有效的疼痛管理资源,然而,包括不灵活和不公平的医疗保健实践以及缺乏关于选择的知识等障碍可能会限制对这些资源的获取。
    结论:包括用户组的偏好可以帮助创建可能对疼痛患者及其护理人员有用的资源。需要创新来解决护理方面持续存在的差距。
    BACKGROUND: Innovations in technology offer potential solutions to address pain care inequities. To maximize impacts, greater understanding is needed regarding preferences and priorities of people experiencing or treating pain.
    OBJECTIVE: This study conducted focus groups to investigate the perspectives of people with pain and healthcare workers regarding online resources for pain management. Researchers asked about barriers to current pain management and what resources would be most desired in an online format to meet needs.
    METHODS: Participants were a randomly selected sub-sample of adults from a northwestern region of the United States who participated in an online, survey-based study. Eligible participants identified as either a person who had received treatment for pain or a healthcare worker who cared for people with pain. Of the 199 survey respondents, 30 participated in one of three focus group sessions. Focus groups were conducted using videoconferencing technology, then recorded, transcribed, and analyzed using thematic analysis.
    RESULTS: Focus group participants included 22 adults who identified as a person treated for pain of any type and 8 healthcare workers. Themes relating to eHealth use reflected desires for (1) freely accessible and vetted pain management information in one place, (2) reliable information tailored to need and pain type, and (3) easy-to-use resources. Findings revealed that some effective pain management resources do exist, yet obstacles including inflexible and inequitable healthcare practices and lack of knowledge about options may limit access to these resources.
    CONCLUSIONS: Including preferences of user groups can assist in creating resources that are likely to be useful for those with pain and their caregivers. Innovations are needed to address persisting gaps in care.
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  • 文章类型: Journal Article
    这项研究调查了互联网使用对老年人家庭护理人员的轻度体力活动(LPA)和中度至剧烈体力活动(MVPA)的影响,利用2018年中国健康与退休纵向研究的数据(N=3,194)。首先使用Tobit模型和倾向得分匹配来测试焦点关联。随后,进行了中介分析和异质性分析,以探索路径和城乡差距。结果表明,互联网使用与MVPA呈负相关,与LPA无关。互联网使用-MVPA关系是通过参与经济活动来调节的,而参与社会活动则起到了抑制作用。Further,仅在农村家庭照顾者中发现了重点关联.研究结果表明,需要有效的健康促进干预措施来减轻互联网使用对老年人家庭照顾者的MVPA的负面影响,尤其是那些在农村的人。
    This study examined the influence of Internet use on light-intensity physical activity (LPA) and moderate-to-vigorous physical activity (MVPA) among family caregivers of older adults, utilizing data from the 2018 China Health and Retirement Longitudinal Study (N = 3,194). The Tobit model and Propensity Score Matching were first used to test the focal associations. Subsequently, mediation analyses and heterogeneity analysis were conducted to explore the pathways and urban-rural disparities. The results indicated that Internet use was negatively associated with MVPA and was not correlated with LPA. The Internet use - MVPA relationship was mediated by participation in economic activities, while participation in social activities acted as a suppressor. Further, the focal association was only found in rural family caregivers. The findings suggest that effective health promotion interventions are needed to mitigate the negative influence of Internet use on the MVPA of family caregivers of older adults, especially for those in the rural.
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  • 文章类型: Journal Article
    背景:银屑病是一种慢性皮肤病,具有很高的疾病负担。受牛皮癣影响的人越来越多地出于健康相关原因使用互联网,尤其是那些年龄较小的人,高等教育,和更高的疾病严重程度。尽管有一些优势,例如通过使用数字媒体来提高个人的知识,以解决与健康相关的问题,缺点也存在,如质量控制,和个体健康信息素养的变异性。虽然医疗环境中的牛皮癣患者通常信任医生而不是数字媒体,他们通常从医疗保健提供者那里隐瞒他们基于网络的研究结果。
    目的:该研究旨在(1)进一步确定与银屑病相关的互联网使用相关的因素,(2)对使用的特定数字媒体平台进行排名,和(3)检查有和没有皮肤病治疗的个体之间的医患关系中的数字媒体。
    方法:横截面,我们在2021年9月至2022年2月期间,对德国自报告银屑病患者进行了基于问卷调查的研究.参与者通过数字媒体平台并亲自在德国南部大学医院皮肤科招募。问卷询问了人口统计和医学信息,个体银屑病相关数字媒体使用,以及数字媒体对医患关系的影响。数据进行了描述性分析,和logistic回归模型用于评估与银屑病相关的常规网络使用相关的因素.
    结果:在年龄中位数为53(IQR41-61)岁的321名个体中(非正态分布;女性:195/321),女性性别,疾病持续时间较短,中度疾病精神负担,良好的自我评估银屑病相关知识与常规银屑病相关互联网使用相关.在使用数字媒体的188名平均年龄为51.2(SD13.9)岁(正态分布)的参与者中,106名(56.4%)通常在基于牛皮癣的网站上搜索信息,98名(52.1%)在搜索引擎上搜索信息,主要用于获取有关疾病和治疗方案的信息,而社交媒体的使用频率较低(49/188,26.1%)。近三分之二的互联网用户(125/188)声称他们的医生不推荐数字媒体平台。约44%(82/188)的个体报告由于其医师提供的信息不足而寻求额外信息。
    结论:这项研究揭示了数字媒体在银屑病背景下的重要性,尤其是女性,疾病持续时间较短的个体,和中度精神疾病严重程度。尽管患者希望接受数字媒体推荐并更多地参与与健康相关的决策,但缺乏医生的数字媒体推荐似乎是医患关系中的一个缺点。医师应通过推荐具有循证信息的平台,在数字媒体上指导患者,从而有可能为共同决策创造一个适当的框架。未来的研究应侧重于防止虚假信息在数字媒体上传播的策略,并满足患者和医生的需求,以增强与健康相关的数字媒体产品。
    BACKGROUND: Psoriasis is a chronic skin disorder with a high burden of disease. People affected with psoriasis increasingly use the internet for health-related reasons, especially those with younger age, higher education, and higher disease severity. Despite advantages such as enhancing the individuals\' knowledge with the use of digital media for health-related issues, disadvantages were also present such as quality control, and variability in the individuals\' health information literacy. While patients with psoriasis within medical settings generally trust physicians over digital media, they commonly withhold their web-based research findings from health care providers.
    OBJECTIVE: The study aims to (1) identify further factors associated with regular psoriasis-related internet use, (2) rank specific digital media platforms used, and (3) examine digital media within the physician-patient relationship among individuals with and without dermatological treatment.
    METHODS: A cross-sectional, questionnaire-based study was conducted among individuals with self-reported psoriasis in Germany between September 2021 and February 2022. Participants were recruited via digital media platforms and in person at a University Hospital Department of Dermatology in southern Germany. The questionnaire asked about demographic and medical information, individual psoriasis-related digital media use, and the impact of digital media on the physician-patient relationship. Data were analyzed descriptively, and logistic regression models were performed to assess the factors associated with regular psoriasis-related internet use.
    RESULTS: Among 321 individuals with a median age of 53 (IQR 41-61) years (nonnormally distributed; females: 195/321), female sex, shorter disease duration, moderate mental burden of disease, and good self-assessed psoriasis-related knowledge were associated with regular psoriasis-related internet use. Of the 188 participants with a mean age of 51.2 (SD 13.9) years (normally distributed) who used digital media 106 (56.4%) usually searched for information on psoriasis-based websites and 98 (52.1%) on search engines, primarily for obtaining information about the disease and therapy options, while social media were less frequently used (49/188, 26.1%). Nearly two-thirds of internet users (125/188) claimed that their physicians did not recommend digital media platforms. About 44% (82/188) of the individuals reported to seek for additional information due to the insufficient information provided by their physician.
    CONCLUSIONS: This study revealed the importance of digital media in the context of psoriasis, especially among women, individuals with shorter disease duration, and moderate mental disease severity. The lack of physicians\' digital media recommendations despite their patients\' desire to receive such and being more involved in health-related decisions seems to be a shortcoming within the physician-patient relationships. Physicians should guide their patients on digital media by recommending platforms with evidence-based information, thereby potentially creating an adequate framework for shared decision-making. Future research should focus on strategies to prevent the spread of false information on digital media and address the needs of patients and physicians to enhance health-related digital media offerings.
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  • 文章类型: Journal Article
    背景:计算机和Internet通信技术的广泛应用和迭代更新不仅提高了生产率,增强了企业内部和企业间的协作,但也导致了劳动力市场和居民劳动收入的重大变化。在数字时代,接受数字技术,具备一定的数字素养,已经成为人们生存和发展的必备能力。然而,个体差异导致的数字素养差异必然会带来一系列连锁反应。因此,在数字化转型背景下,有必要研究互联网使用偏好对居民劳动收入的潜移默化影响,以促进数字公平。
    目的:本研究旨在对微观层面的调查数据进行实证分析,以揭示互联网使用偏好的个体差异对其劳动收入的影响。研究结果为政府政策制定和个体发展提供了理论参考。
    方法:建立函数模型,分析个人互联网使用偏好对劳动收入的影响。选取权威的中国综合社会调查(CGSS2017)的相关数据,和实证分析的意义,异质性,在Stata统计软件中使用ZINB和CMP模型进行稳健性分析。
    结论:(1)较高的互联网使用频率(IUF)增加了收入增加的可能性。(2)参与在线社交网络(OSN)有助于积累社会资本,带来更高的劳动收入。同时,参与在线娱乐(OE)减轻工作和生活压力,从而增加劳动收入。熟练掌握在线信息(AOI)与较高的劳动收入有关,而频繁参与在线业务(OB)与较高的个人收入相关。此外,这些互联网使用偏好的边际效用表明OB>AOI>OSN>OE。(3)身体的个体差异,心理,社会特征显著影响互联网使用偏好的劳动收入效应。(4)城乡和不同地区互联网使用偏好的劳动收入效应存在显著差异。(5)受教育程度对个人互联网使用偏好的劳动收入效应具有正向中介作用,提高居民的数字素养对增加他们的劳动收入和减轻数字收益的不平等具有积极作用。(6)互联网技术的普及是引发个人使用互联网的背景,而对某一特定互联网技术的接受是由个人对掌握该技术的价值和难度的感知所催化的;个人对某一特定互联网技术的偏颇学习或熟练程度,以便在劳动力市场上获得更高的竞争力和价值,是重要的内在动力。
    BACKGROUND: The widespread application and iterative updating of computers and Internet communication technologies have not only increased productivity and enhanced intra- and inter-enterprise collaboration, but have also led to significant changes in the labor market and residents\' labor income. In the digital era, accepting digital technology and possessing a certain degree of digital literacy have become the necessary abilities for people to survive and develop. However, the differences in digital literacy caused by individual differences will inevitably bring about a series of chain reactions. Therefore, it is necessary to study the subtle impact of Internet usage preference on residents\' labor income in the context of digital transformation to promote digital equity.
    OBJECTIVE: This study aims to empirically analyze micro-level survey data to reveal the impact of individual differences in internet usage preferences on their labor income. The findings provide theoretical references for government policy formulation and individual development.
    METHODS: A function model was established to analyze the impact of individual internet usage preferences on labor income. Relevant data from the authoritative Chinese General Social Survey (CGSS2017) were selected, and empirical analyses for significance, heterogeneity, and robustness were conducted using the ZINB and CMP models in the Stata statistical software.
    CONCLUSIONS: (1) Higher Internet Usage Frequency (IUF) increases the likelihood of higher income. (2) Engaging in Online Social Networking (OSN) helps in accumulating social capital, leading to higher labor income. Meanwhile, participating in Online Entertainment (OE) relieves work and life stresses, thereby increasing labor income. Proficiency in Accessing Online Information (AOI) is associated with higher labor income, while frequent involvement in Online Business (OB) is correlated with higher personal income. Additionally, the Marginal utility of these internet usage preferences indicate that OB > AOI > OSN > OE. (3) Individual variations in physical, psychological, and social characteristics significantly influence the labor income effects of internet usage preferences. (4) There are substantial differences in the labor income effects of internet usage preferences between urban and rural areas and across different regions. (5) Education attainment has a positive mediating effect on the labour income effect of individual Internet use preferences, and enhancing residents\' digital literacy has a positive effect on increasing their labour income and alleviating inequality in digital gains. (6) The popularity of Internet technology is the background that triggers an individual\'s Internet use, and the acceptance of a particular Internet technology is catalyzed by an individual\'s perception of the value and difficulty of mastering that technology; an individual\'s biased learning or proficiency in a particular Internet technology in order to gain higher competitiveness and value in the labour market is an important internal driving force.
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