This paper is in the following e-collection/theme issue:

Demographics of Users, Social & Digital Divide (739)

Published on in Vol 19, No 5 (2017): May

Diversity in Older Adults’ Use of the Internet: Identifying Subgroups Through Latent Class Analysis

Diversity in Older Adults’ Use of the Internet: Identifying Subgroups Through Latent Class Analysis

Diversity in Older Adults’ Use of the Internet: Identifying Subgroups Through Latent Class Analysis

Authors of this article:

Leonieke C van Boekel1 Author Orcid Image ;   Sebastiaan TM Peek1 Author Orcid Image ;   Katrien G Luijkx1 Author Orcid Image
Article Authors Cited by (114) Tweetations (35) Metrics

Journals

  1. van Boekel L, Peek S, Luijkx K. Diversiteit in internetgebruik door Nederlandse ouderen. Tijdschrift voor gezondheidswetenschappen 2018;96(1):32 View
  2. Costa C, Gilliland G, McWatt J. ‘I want to keep up with the younger generation’ - older adults and the web: a generational divide or generational collide?. International Journal of Lifelong Education 2019;38(5):566 View
  3. Chiu C. Relationship Between Internet Behaviors and Social Engagement in Middle-Aged and Older Adults in Taiwan. International Journal of Environmental Research and Public Health 2019;16(3):416 View
  4. Szabo A, Allen J, Stephens C, Alpass F. Longitudinal Analysis of the Relationship Between Purposes of Internet Use and Well-being Among Older Adults. The Gerontologist 2019;59(1):58 View
  5. Seifert A, Cotten S, Xie B, Carr D. A Double Burden of Exclusion? Digital and Social Exclusion of Older Adults in Times of COVID-19. The Journals of Gerontology: Series B 2021;76(3):e99 View
  6. Lin C, Ho S. The development of a mobile user interface ability evaluation system for the elderly. Applied Ergonomics 2020;89:103215 View
  7. Vanoh D, Shahar S, Razali R, Ali N, Manaf Z, Mohd Noah S, Nur A, Anstey K, Peters R. The Effectiveness of a Web-Based Health Education Tool, WESIHAT 2.0, among Older Adults: A Randomized Controlled Trial. Journal of Alzheimer's Disease 2019;70(s1):S255 View
  8. Williams S, Armitage C, Tampe T, Dienes K. Public perceptions and experiences of social distancing and social isolation during the COVID-19 pandemic: a UK-based focus group study. BMJ Open 2020;10(7):e039334 View
  9. Mitzner T, Savla J, Boot W, Sharit J, Charness N, Czaja S, Rogers W. Technology Adoption by Older Adults: Findings From the PRISM Trial. The Gerontologist 2019;59(1):34 View
  10. Schehl B. Outdoor activity among older adults: Exploring the role of informational Internet use. Educational Gerontology 2020;46(1):36 View
  11. Haufe M, Peek S, Luijkx K. Matching gerontechnologies to independent-living seniors’ individual needs: development of the GTM tool. BMC Health Services Research 2019;19(1) View
  12. Dziuba S, Cierniak-Emerych A, Michalski G, Poulová P, Mohelská H, Klímová B. The use of the internet by older adults in Poland. Universal Access in the Information Society 2021;20(1):171 View
  13. Petrovčič A, Peek S, Dolničar V. Predictors of Seniors’ Interest in Assistive Applications on Smartphones: Evidence from a Population-Based Survey in Slovenia. International Journal of Environmental Research and Public Health 2019;16(9):1623 View
  14. Weber W, Reinhardt A, Rossmann C. Lifestyle Segmentation to Explain the Online Health Information–Seeking Behavior of Older Adults: Representative Telephone Survey. Journal of Medical Internet Research 2020;22(6):e15099 View
  15. Austin J, Hollingshead K, Kaye J. Internet Searches and Their Relationship to Cognitive Function in Older Adults: Cross-Sectional Analysis. Journal of Medical Internet Research 2017;19(9):e307 View
  16. Hunsaker A, Nguyen M, Fuchs J, Djukaric T, Hugentobler L, Hargittai E. “He Explained It to Me and I Also Did It Myself”: How Older Adults Get Support with Their Technology Uses. Socius: Sociological Research for a Dynamic World 2019;5 View
  17. Nakagawa K, Yellowlees P. Inter-generational Effects of Technology: Why Millennial Physicians May Be Less at Risk for Burnout Than Baby Boomers. Current Psychiatry Reports 2020;22(9) View
  18. Soong A, Au S, Kyaw B, Theng Y, Tudor Car L. Information needs and information seeking behaviour of people with dementia and their non-professional caregivers: a scoping review. BMC Geriatrics 2020;20(1) View
  19. Garvelink M, Jones C, Archambault P, Roy N, Blair L, Légaré F. Deciding How to Stay Independent at Home in Later Years: Development and Acceptability Testing of an Informative Web-Based Module. JMIR Human Factors 2017;4(4):e32 View
  20. Marston H, Genoe R, Freeman S, Kulczycki C, Musselwhite C. Older Adults’ Perceptions of ICT: Main Findings from the Technology In Later Life (TILL) Study. Healthcare 2019;7(3):86 View
  21. Lam S, Jivraj S, Scholes S. Exploring the Relationship Between Internet Use and Mental Health Among Older Adults in England: Longitudinal Observational Study. Journal of Medical Internet Research 2020;22(7):e15683 View
  22. Ang S, Lim E, Malhotra R, Meeks S. Health-Related Difficulty in Internet Use Among Older Adults: Correlates and Mediation of Its Association With Quality of Life Through Social Support Networks. The Gerontologist 2021;61(5):693 View
  23. Tyler M, De George-Walker L, Simic V. Motivation matters: Older adults and information communication technologies. Studies in the Education of Adults 2020;52(2):175 View
  24. Hargittai E, Piper A, Morris M. From internet access to internet skills: digital inequality among older adults. Universal Access in the Information Society 2019;18(4):881 View
  25. Schehl B, Leukel J, Sugumaran V. Understanding differentiated internet use in older adults: A study of informational, social, and instrumental online activities. Computers in Human Behavior 2019;97:222 View
  26. Mullins L, Skemp L, Reed D, Emerson M. Internet Programming to Reduce Loneliness and Social Isolation in Aging. Research in Gerontological Nursing 2020;13(5):233 View
  27. Macdonald B, Hülür G. Digitalization and the Social Lives of Older Adults: Protocol for a Microlongitudinal Study. JMIR Research Protocols 2020;9(10):e20306 View
  28. Alexandrakis D, Chorianopoulos K, Tselios N. Older Adults and Web 2.0 Storytelling Technologies: Probing the Technology Acceptance Model through an Age-related Perspective. International Journal of Human–Computer Interaction 2020;36(17):1623 View
  29. Li J, Zhou X. Internet use and Chinese older adults’ subjective well-being (SWB): The role of parent-child contact and relationship. Computers in Human Behavior 2021;119:106725 View
  30. Revenäs Å, Johansson A, Ehn M. Integrating Key User Characteristics in User-Centered Design of Digital Support Systems for Seniors’ Physical Activity Interventions to Prevent Falls: Protocol for a Usability Study. JMIR Research Protocols 2020;9(12):e20061 View
  31. Krayz Allah K, Ismail N, Almgerbi M. Designing web search UI for the elderly community: a systematic literature review. Journal of Ambient Intelligence and Humanized Computing 2021 View
  32. Cohen-Mansfield J, Muff A, Meschiany G, Lev-Ari S. Adequacy of Web-Based Activities as a Substitute for In-Person Activities for Older Persons During the COVID-19 Pandemic: Survey Study. Journal of Medical Internet Research 2021;23(1):e25848 View
  33. Hunsaker A, Nguyen M, Fuchs J, Karaoglu G, Djukaric T, Hargittai E. Unsung helpers: older adults as a source of digital media support for their peers. The Communication Review 2020;23(4):309 View
  34. Campos-Castillo C, Carr D. Gender Divides in Engagement With COVID-19 Information on the Internet Among U.S. Older Adults. The Journals of Gerontology: Series B 2021;76(3):e104 View
  35. Bianchi C. Exploring how internet services can enhance elderly well-being. Journal of Services Marketing 2021;35(5):585 View
  36. Mannheim I, Wouters E, van Boekel L, van Zaalen Y. Attitudes of Health Care Professionals Toward Older Adults’ Abilities to Use Digital Technology: Questionnaire Study. Journal of Medical Internet Research 2021;23(4):e26232 View
  37. Xu Y, Ye H, Zhu Y, Du S, Xu G, Wang Q. The efficacy of mobile health in alleviating risk factors related to the occurrence and development of coronary heart disease: A systematic review and meta‐analysis. Clinical Cardiology 2021;44(5):609 View
  38. Kouvonen A, Kemppainen L, Ketonen E, Kemppainen T, Olakivi A, Wrede S. Digital Information Technology Use, Self-Rated Health, and Depression: Population-Based Analysis of a Survey Study on Older Migrants. Journal of Medical Internet Research 2021;23(6):e20988 View
  39. Tirado-Morueta R, Rodríguez-Martín A, Álvarez-Arregui E, Ortíz-Sobrino M, Aguaded-Gómez J. Determination of Internet appropriation by older people through technological support services. New Media & Society 2023;25(5):1065 View
  40. Sobral S, Sobral M. Computer Education and Third Age Universities: A Systematic Review. International Journal of Environmental Research and Public Health 2021;18(14):7390 View
  41. Lund B, Maurya S. How older adults in the USA and India seek information during the COVID-19 pandemic: A comparative study of information behavior. IFLA Journal 2022;48(1):205 View
  42. Dal Cin S, Mustafaj M, Nielsen K. Patterns of media use and leisure time among older adults. New Media & Society 2023;25(9):2359 View
  43. Guo Z, Zhu B. Does Mobile Internet Use Affect the Loneliness of Older Chinese Adults? An Instrumental Variable Quantile Analysis. International Journal of Environmental Research and Public Health 2022;19(9):5575 View
  44. Prevodnik K, Trkman M, Grošelj D, Bartol J, Petrovčič A. An Assessment of the Structural Validity and Measurement Invariance of the Web-Use Skills Scale for Aging Internet Users. Cyberpsychology, Behavior, and Social Networking 2022;25(10):657 View
  45. Lai F, Tong A, Fung A, Yu K, Wong S, Lai C, Man D. Information Communication Technology as Instrumental Activities of Daily Living for Aging-in-Place in Chinese Older Adults With and Without Cognitive Impairment: The Validation Study of Advanced Instrumental Activities of Daily Living Scale. Frontiers in Neurology 2022;13 View
  46. Taieb-Maimon M, Vaisman-Fairstein E. Improving older adults’ accessibility to the web using real-time online interactive guides. International Journal of Human-Computer Studies 2022;164:102830 View
  47. Nakagomi A, Shiba K, Kondo K, Kawachi I. Can Online Communication Prevent Depression Among Older People? A Longitudinal Analysis. Journal of Applied Gerontology 2022;41(1):167 View
  48. Rzewnicki D, Egan J, Coulter R, Weinstein A, Escobar-Viera C, Haberlen S, Plankey M, Shoptaw S, Friedman M. Utilization of Electronic Media to Obtain Social Support Among Older Men who have Sex with Men and Associated Support Outcomes. Annals of LGBTQ Public and Population Health 2022;3(3):173 View
  49. Kinouchi K, Ohashi K. Assessing Engagement With Patient-Generated Health Data Recording and Its Impact on Health Behavior Changes in Multicomponent Interventions: Supplementary Analysis. JMIR Formative Research 2022;6(5):e35471 View
  50. Schafer M, Sun H. There at any distance? Geographic proximity and the presence of adult children in older Europeans’ core discussion networks. Social Science Research 2022;102:102643 View
  51. Hou B, Li Y, Wang H. Internet use and health status among older adults: The mediating role of social participation. Frontiers in Public Health 2022;10 View
  52. Morrison B, Coventry L, Briggs P. How do Older Adults feel about engaging with Cyber‐Security?. Human Behavior and Emerging Technologies 2021;3(5):1033 View
  53. Fu L, Xie Y. The Effects of Social Media Use on the Health of Older Adults: An Empirical Analysis Based on 2017 Chinese General Social Survey. Healthcare 2021;9(9):1143 View
  54. Tirado-Morueta R, Rodríguez-Martín A, Álvarez-Arregui E, Ortíz-Sobrino M, Aguaded-Gómez J. The digital inclusion of older people in Spain: technological support services for seniors as predictor. Ageing and Society 2023;43(6):1409 View
  55. Liang Z, Huang Y, Chen Y, Chan L. “Pattern Matters”: a Latent Class Analysis of Internet Use and Users’ Attitudes Toward Homosexuality in China. Sexuality Research and Social Policy 2022;19(4):1572 View
  56. Galčanová Batista L, Urbaniak A, Wanka A. Doing ageing research in pandemic times: a reflexive approach towards research ethics during the COVID-19 pandemic. Ageing and Society 2024;44(6):1235 View
  57. Williams S, Armitage C, Tampe T, Dienes K, Berghs M. Public perceptions of non-adherence to pandemic protection measures by self and others: A study of COVID-19 in the United Kingdom. PLOS ONE 2021;16(10):e0258781 View
  58. Matchanova A, Babicz M, Kordovski V, Tierney S, Rahman S, Medina L, Cushman C, Woods S. Does neurocognition contribute to age-related deficits in the online navigation of electronic patient health portals?. Journal of the International Neuropsychological Society 2023;29(7):662 View
  59. Petrovčič A, Reisdorf B, Grošelj D, Prevodnik K. A Typology of Aging Internet Users: Exploring Digital Gradations in Internet Skills and Uses. Social Science Computer Review 2023;41(5):1921 View
  60. Goveas J, Ray R, Woods N, Manson J, Kroenke C, Michael Y, Shadyab A, Meliker J, Chen J, Johnson L, Mouton C, Saquib N, Weitlauf J, Wactawski-Wende J, Naughton M, Shumaker S, Anderson G, Lipsitz L. Associations Between Changes in Loneliness and Social Connections, and Mental Health During the COVID-19 Pandemic: The Women’s Health Initiative. The Journals of Gerontology: Series A 2022;77(Supplement_1):S31 View
  61. Yang H, Zhang S, Zhang S, Xie L, Wu Y, Yao Y, Tang L, Li Z. Internet Use and Depressive Symptoms Among Older Adults in China. Frontiers in Psychiatry 2021;12 View
  62. Zhang C, Wang Y, Wang J, Liu X. Does internet use promote mental health among middle-aged and older adults in China?. Frontiers in Psychology 2022;13 View
  63. Kaveh M, Faradonbeh M, Kaveh S. Telehealth impact on biomedical, psychosocial, and behavioural outcomes in patients with diabetes older than 50 years: A systematic synthesis without meta-analysis. Journal of Telemedicine and Telecare 2024;30(2):285 View
  64. van Eenbergen M, Vromans R, Tick L, Vreugdenhil G, Krahmer E, Mols F, van de Poll-Franse L. Comparing Survivors of Cancer in Population-Based Samples With Those in Online Cancer Communities: Cross-sectional Questionnaire Study. JMIR Cancer 2022;8(1):e19379 View
  65. Barone B, De Luca L, Napolitano L, Reccia P, Crocetto F, Creta M, Vitale R, Caputo V, Martino R, Cirillo L, Fusco G, Trivellato M, Celentano G, La Rocca R, Prezioso D, Longo N. Lower urinary tract symptoms and mental health during COVID-19 pandemic. Archivio Italiano di Urologia e Andrologia 2022;94(1):46 View
  66. Celdrán M, Serrat R, Villar F, Montserrat R. Exploring the Benefits of Proactive Participation among Adults and Older People by Writing Blogs. Journal of Gerontological Social Work 2022;65(3):320 View
  67. Coelho A. Modes of relating to the new ICTs among older internet users: a qualitative approach. Ageing and Society 2024;44(4):963 View
  68. Romano K, Heron K, Wilsey C, Wright S, Cramer R. Person-Centered Clustering of mHealth Technology Perceptions and Usage Motivations, and Associations with Physical and Mental Health Correlates. Journal of Technology in Behavioral Science 2022;7(2):168 View
  69. Dequanter S, Fobelets M, Steenhout I, Gagnon M, Bourbonnais A, Rahimi S, Buyl R, Gorus E. Determinants of technology adoption and continued use among cognitively impaired older adults: a qualitative study. BMC Geriatrics 2022;22(1) View
  70. Zhu H, Li Z, Lin W. The Heterogeneous Impact of Internet Use on Older People’s Mental Health: An Instrumental Variable Quantile Regression Analysis. International Journal of Public Health 2023;68 View
  71. Brazil C, Rys M. Technology Adherence and Incorporation to Daily Life Activities of Highly Educated Older Adults. SSRN Electronic Journal 2022 View
  72. Li S. Revisiting the relationship between information and communication technologies and travel behavior: An investigation of older Americans. Transportation Research Part A: Policy and Practice 2023;172:103689 View
  73. Buckinx F, Aubertin-Leheudre M, Daoust R, Hegg S, Martel D, Martel-Thibault M, Sirois M. Impacts of Remote Physical Exercises on Functional Status and Mobility among Community-Dwelling Pre-Disabled Seniors during the Covid-19 Lockdown. The Journal of nutrition, health and aging 2023;27(5):354 View
  74. Sui Y, Ettema D, Helbich M. Changes in neighborhood physical and social environments matter for change in mental health: Longitudinal evidence from Dutch panel data. Environmental Pollution 2023;337:122540 View
  75. Xiong A, Xia S, He Q, Ameen N, Yan J, Jones P. When will employees accept remote working? The impact of gender and internet skills. Journal of Innovation & Knowledge 2023;8(3):100402 View
  76. Campens J, Vercruyssen A, Schirmer W, Verté E, De Witte N. The association between internet non-use and multidimensional frailty in older adults: a three-wave cross-sectional study from 2004 to 2021. Behaviour & Information Technology 2024;43(10):1957 View
  77. Moore R, Hancock J, Bailenson J. From 65 to 103, Older Adults Experience VR Differently Depending on Their Age: Evidence From a Large-scale Field Study in Nursing Homes and Assisted Living Facilities. SSRN Electronic Journal 2023 View
  78. Bünning M, Schlomann A, Memmer N, Tesch-Römer C, Wahl H, Schafer M. Digital Gender Gap in the Second Half of Life Is Declining: Changes in Gendered Internet Use Between 2014 and 2021 in Germany. The Journals of Gerontology: Series B 2023;78(8):1386 View
  79. König R, Seifert A. Internet usage, frequency and intensity in old age during the COVID-19 pandemic—a case study for Switzerland. Frontiers in Sociology 2023;8 View
  80. Williams C, Dedeo M. Digital communication use before and during COVID among residential older adults. Geriatric Nursing 2023;53:116 View
  81. Pantelaki E, Maggi E, Crotti D. Who is online? A latent class analysis of internet activities and determinant characteristics of older people. Computers in Human Behavior 2023;147:107830 View
  82. Cho H, Choi M, Lee H. Mobile Internet Use and Life Satisfaction Among Older Adults: The Moderating Effect of Living Alone. Journal of Applied Gerontology 2024;43(7):841 View
  83. Dalingwater L. Covid-19 and Technological Disruption in Health Care Delivery in England. Revue française de civilisation britannique 2023;XXVIII(2) View
  84. Moore R, Hancock J, Bailenson J. From 65 to 103, Older Adults Experience Virtual Reality Differently Depending on Their Age: Evidence from a Large-Scale Field Study in Nursing Homes and Assisted Living Facilities. Cyberpsychology, Behavior, and Social Networking 2023;26(12):886 View
  85. Bubphapant J, Brandão A. “Older consumer? Yes! Different motivations, but an effective online brand advocate! A content marketing typology framework”. Qualitative Market Research: An International Journal 2024;27(1):129 View
  86. Zhang C, Zhang Y, Wang Y. A study on Internet use and subjective well-being among Chinese older adults: based on CGSS (2012-2018) five-wave mixed interface survey data. Frontiers in Public Health 2024;11 View
  87. Jeon G, Choi K. Purposes of Internet Use and Its Impacts on Physical and Psychological Health of Korean Older Adults. Healthcare 2024;12(2):244 View
  88. Lei X, Matovic D, Leung W, Viju A, Wuthrich V. The relationship between social media use and psychosocial outcomes in older adults: A systematic review. International Psychogeriatrics 2024:1 View
  89. Li J, Wang Q, Zhou X. Diversity of purposes of use, time spent online, and depression among older Chinese Internet users. Aging & Mental Health 2024;28(9):1216 View
  90. Zhou Y, Bai Y, Wang J. The impact of internet use on health among older adults in China: a nationally representative study. BMC Public Health 2024;24(1) View
  91. Campens J, Vercruyssen A, De Keyzer W, De Witte N. Using Two-Step Cluster Analysis and Latent Class Analysis to Construct a Typology of Internet Users Among Community-Dwelling Older People. Journal of Gerontological Social Work 2024;67(6):803 View
  92. Malkowski O, Townsend N, Kelson M, Foster C, Western M, Tin Tin S. Socio-economic inequalities in the breadth of internet use before and during the COVID-19 pandemic among older adults in England. PLOS ONE 2024;19(5):e0303061 View
  93. Hou Q, Liu L, Wu Y. The Effects of mHealth Interventions on Quality of Life, Anxiety, and Depression in Patients With Coronary Heart Disease: Meta-Analysis of Randomized Controlled Trials. Journal of Medical Internet Research 2024;26:e52341 View
  94. Peng L, Zhang N, Huang L. Care for Women's Health. Journal of Global Information Management 2024;32(1):1 View
  95. Hegeman P, Vader D, Kamke K, El-Toukhy S. Patterns of digital health access and use among US adults: a latent class analysis. BMC Digital Health 2024;2(1) View
  96. Liu Z, Li Z, Hasan N. Relationships between digital engagement and the mental health of older adults: Evidence from China. PLOS ONE 2024;19(8):e0308071 View
  97. Knotnerus H, Ngo H, Maarsingh O, van Vugt V. Understanding Older Adults’ Experiences With a Digital Health Platform in General Practice: Qualitative Interview Study. JMIR Aging 2024;7:e59168 View
  98. Choi K, Ko Y. The relationship between social frailty and cognitive impairment among older adults: the role of various types of internet use. Frontiers in Public Health 2024;12 View
  99. Li C, Long C, Wu H, Zhu G, Liu D, Zhang C, Shi L. The impact of internet device diversity on depressive symptoms among middle-aged and older adults in China: A cross-lagged model of social participation as the mediating role. Journal of Affective Disorders 2025;368:645 View
  100. van Oppen J, Conroy S, Lalseta J, Mackintosh N, Riley P, Richardson V, Valderas J, Coats T. The patient-reported outcome measure for older people living with frailty receiving acute care (PROM-OPAC): field-testing and validation. Journal of Patient-Reported Outcomes 2024;8(1) View
  101. Arpino B, Failli D. Digital and other forms of contact between older European parents and children: the role of internet use, digital skills, emotional and geographical distance. Community, Work & Family 2024:1 View
  102. Cotter L, Shah D, Brown K, Mares M, Landucci G, Saunders S, Johnston D, Pe-Romashko K, Gustafson D, Maus A, Thompson K, Gustafson D. Decoding the Influence of eHealth on Autonomy, Competence, and Relatedness in Older Adults: Qualitative Analysis of Self-Determination Through the Motivational Technology Model. JMIR Aging 2024;7:e56923 View
  103. Zhang R, Su Y, Lin Z, Hu X. The impact of short video usage on the mental health of elderly people. BMC Psychology 2024;12(1) View
  104. Green G. Electronic Health Literacy among Older Adults: Development and Psychometric Validation of the Hebrew Version of the Electronic Health Literacy Questionnaire. International Journal of Medical Informatics 2025;194:105691 View

Books/Policy Documents

  1. Klímova B, Poulova P, Prazak P, Simonova I. Blended Learning. Enhancing Learning Success. View
  2. Celdrán M, Serrat R, Villar F. Perspectives on Human-Computer Interaction Research with Older People. View
  3. Li J, Qu N, Penaranda Valdivia K. Social Robotics. View
  4. Abel S, Gilmour J. Social Media and Technology Across the Lifespan. View
  5. Yin J, Zitkus E, Maguire M. HCI International 2024 Posters. View
  6. Faria G, Silva T, Abreu J. Applications and Usability of Interactive TV. View