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Smartphone usage among older adults
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Smartphone usage among older adults (2021)Smartphone usage among older adultsAn updated and expanded assessment of PLS-SEM in information systems research (2017)An updated and expanded asses…Problematic smartphone use: A conceptual overview and systematic review of relations with anxiety and depression psychopathology (2016)Problematic smartphone use: A…A primer on partial least squares structural equation modeling (PLS-SEM) (2015)A primer on partial least squ…A primer on partial least squares structural equation modeling (PLS-SEM) (2014)A primer on partial least squ…Motivational, emotional, and behavioral correlates of fear of missing out (2013)Motivational, emotional, and …PLS-SEM: Indeed a Silver Bullet (2011)PLS-SEM: Indeed a Silver Bull…How Habit Limits the Predictive Power of Intention: The Case of Information Systems Continuance1 (2007)How Habit Limits the Predicti…High Self‐Control Predicts Good Adjustment, Less Pathology, Better Grades, and Interpersonal Success (2004)High Self‐Control Predicts Go…User Acceptance of Information Technology: Toward A Unified View1 (2003)User Acceptance of Informatio…Socioemotional Selectivity Theory and the Regulation of Emotion in the Second Half of Life (2003)Socioemotional Selectivity Th…Taking time seriously: A theory of socioemotional selectivity. (1999)Taking time seriously: A theo…The partial least squares approach for structural equation modeling. (1998)The partial least squares app…UCLA Loneliness Scale (Version 3): Reliability, Validity, and Factor Structure (1996)UCLA Loneliness Scale (Versio…Extrinsic and Intrinsic Motivation to Use Computers in the Workplace 1 (1992)Extrinsic and Intrinsic Motiv…Antecedents of self-regulation: A developmental perspective. (1982)Antecedents of self-regulatio…Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Evaluating Structural Equatio…The global prevalence and associated factors of loneliness in older adults: a systematic review and meta-analysis (2025)The global prevalence and ass…Smartphone addiction among elderly individuals: its relationship with physical activity, activities of daily living, and balance levels (2025)Smartphone addiction among el…Integrating artificial intelligence (AI) in healthcare: advancing older adults’ health management in Saudi Arabia through AI-powered chatbots (2025)Integrating artificial intell…Smartphone usage and overdependence risk among middle-aged and older adults: a cross-sectional study (2024)Smartphone usage and overdepe…Mobile phone problem use and depressive symptoms: the mediating role of social support and attitude to aging among Chinese older adults (2024)Mobile phone problem use and …Exploring Social Support Strategies and Socio-Cultural Factors Influencing Social Isolation and Loneliness: The Role of Digital Literacy (2024)Exploring Social Support Stra…Selecting, Optimizing, and Compensating During Lockdown: How Older Consumers Use Social Networking Services to Improve Social Well-Being (2023)Selecting, Optimizing, and Co…Exploring the impact of online social participation on loneliness in older adults: Evidence from The Canadian Longitudinal Study on Aging (2023)Exploring the impact of onlin…Digital technology usage among older adults with cognitive frailty: A survey during COVID-19 pandemic (2023)Digital technology usage amon…Digital Gender Gap in the Second Half of Life Is Declining: Changes in Gendered Internet Use Between 2014 and 2021 in Germany (2023)Digital Gender Gap in the Sec…Digital Device Use, Risk of Cognitive Impairment, and Cognition in Healthy Older Adults: The Role of Cognitive Reserve (2023)Digital Device Use, Risk of C…The new role of nursing in digital inclusion: Reflections on smartphone use and willingness to increase digital skills among Chinese older adults (2022)The new role of nursing in di…Social Influence as a Major Factor in Smart Meters’ Acceptance: Findings from Brazil (2022)Social Influence as a Major F…Older Adults and Smart Technology: Facilitators and Barriers to Use (2022)Older Adults and Smart Techno…A techno-psychological approach to understanding problematic use of short-form video applications: The role of flow (2022)A techno-psychological approa…Security factors on the intention to use mobile banking applications in the UK older generation (55+). A mixed-method study using modified UTAUT and MTAM - with perceived cyber security, risk, and trust (2021)Security factors on the inten…Belief, Attitude, Intention and Behavior: An Introduction to Theory and Research (1975)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)User Acceptance of Computer Technology: A Comparison of Two Theoretical Models (1989)Understanding Information Technology Usage: A Test of Competing Models (1995)A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies (2000)On the Evaluation of Structural Equation Models (1988)Structural equation modeling in practice: A review and recommended two-step approach. (1988)The theory of planned behavior (1991)Consumer Acceptance and Use of Information Technology: Extending the Unified Theory of Acceptance and Use of Technology1 (2012)Older Adults' Reasons for Using Technology while Aging in Place (2015)Diffusion of Innovations 1 (2019)Society and the Adolescent Self-Image (1965)Attachment and Loss (1969)Patterns of Attachment: A Psychological Study of the Strange Situation (1978)Self-Discipline Outdoes IQ in Predicting Academic Performance of Adolescents (2005)Grit: Perseverance and passion for long-term goals. (2007)A gradient of childhood self-control predicts health, wealth, and public safety (2011)Significance tests and goodness of fit in the analysis of covariance structures. (1980)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)Partial least squares structural equation modeling (PLS-SEM) (2014)When to use and how to report the results of PLS-SEM (2018)Common Beliefs and Reality About PLS (2014)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. (2006)New Well-being Measures: Short Scales to Assess Flourishing and Positive and Negative Feelings (2009)The interpersonal theory of suicide. (2010)A Short Scale for Measuring Loneliness in Large Surveys (2004)The Influence of a Sense of Time on Human Development (2006)Enhancing well‐being and alleviating depressive symptoms with positive psychology interventions: a practice‐friendly meta‐analysis (2009)
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References

  • 1981Evaluating Structural Equation Models with Unobservable Variables and Measurement Error108,884 cited
  • 2003User Acceptance of Information Technology: Toward A Unified View144,945 cited
  • 2011PLS-SEM: Indeed a Silver Bullet21,614 cited
  • 2015A primer on partial least squares structural equation modeling (PLS-SEM)18,923 cited
  • 2014A primer on partial least squares structural equation modeling (PLS-SEM)12,786 cited
  • 1998The partial least squares approach for structural equation modeling.12,728 cited
  • 2004High Self‐Control Predicts Good Adjustment, Less Pathology, Better Grades, and Interpersonal Success6,554 cited
  • 1992Extrinsic and Intrinsic Motivation to Use Computers in the Workplace 16,231 cited
  • 1996UCLA Loneliness Scale (Version 3): Reliability, Validity, and Factor Structure5,769 cited
  • 1999Taking time seriously: A theory of socioemotional selectivity.5,371 cited
  • 2017An updated and expanded assessment of PLS-SEM in information systems research4,033 cited
  • 2013Motivational, emotional, and behavioral correlates of fear of missing out3,926 cited
  • 2007How Habit Limits the Predictive Power of Intention: The Case of Information Systems Continuance12,320 cited
  • 2003Socioemotional Selectivity Theory and the Regulation of Emotion in the Second Half of Life1,960 cited

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  • 1982Antecedents of self-regulation: A developmental perspective.1,917 cited
  • 2016Problematic smartphone use: A conceptual overview and systematic review of relations with anxiety and depression psychopathology1,686 cited
  • Cited by

    • 2021Security factors on the intention to use mobile banking applications in the UK older generation (55+). A mixed-method study using modified UTAUT and MTAM - with perceived cyber security, risk, and trust133 cited
    • 2022Older Adults and Smart Technology: Facilitators and Barriers to Use126 cited
    • 2025The global prevalence and associated factors of loneliness in older adults: a systematic review and meta-analysis74 cited
    • 2022Social Influence as a Major Factor in Smart Meters’ Acceptance: Findings from Brazil55 cited
    • 2022A techno-psychological approach to understanding problematic use of short-form video applications: The role of flow49 cited
    • 2023Digital Gender Gap in the Second Half of Life Is Declining: Changes in Gendered Internet Use Between 2014 and 2021 in Germany43 cited
    • 2023Selecting, Optimizing, and Compensating During Lockdown: How Older Consumers Use Social Networking Services to Improve Social Well-Being34 cited
    • 2022The new role of nursing in digital inclusion: Reflections on smartphone use and willingness to increase digital skills among Chinese older adults30 cited
    • 2023Digital technology usage among older adults with cognitive frailty: A survey during COVID-19 pandemic27 cited
    • 2024Smartphone usage and overdependence risk among middle-aged and older adults: a cross-sectional study24 cited
    • 2025Integrating artificial intelligence (AI) in healthcare: advancing older adults’ health management in Saudi Arabia through AI-powered chatbots18 cited
    • 2023Exploring the impact of online social participation on loneliness in older adults: Evidence from The Canadian Longitudinal Study on Aging18 cited
    • 2024Mobile phone problem use and depressive symptoms: the mediating role of social support and attitude to aging among Chinese older adults17 cited
    • 2024Exploring Social Support Strategies and Socio-Cultural Factors Influencing Social Isolation and Loneliness: The Role of Digital Literacy16 cited
    • 2025Smartphone addiction among elderly individuals: its relationship with physical activity, activities of daily living, and balance levels15 cited
    • 2023Digital Device Use, Risk of Cognitive Impairment, and Cognition in Healthy Older Adults: The Role of Cognitive Reserve14 cited