Understanding the impacts of Internet use on senior Citizens’ social participation in China: Evidence from longitudinal panel data

Ali, 2020, Does digital inclusion affect quality of life? Evidence from Australian household panel data, Telemat. Inform., 51, 10.1016/j.tele.2020.101405 Amichai-Hamburger, 2008, E-empowerment: Empowerment by the Internet, Comput. Hum. Behav., 24, 1776, 10.1016/j.chb.2008.02.002 Ang, 2020, Health-related difficulty in internet use among older adults: Correlates and mediation of its association with quality of life through social support networks, Gerontology, 3, S442 Baker, 2013, Communities of participation: a comparison of disability and aging identified groups on Facebook and LinkedIn, Telemat. Inform., 30, 22, 10.1016/j.tele.2012.03.004 Ball, 2019, The physical-digital divide: exploring the social gap between digital natives and physical natives, J. Appl. Gerontol., 38, 1167, 10.1177/0733464817732518 Choi, 2020, Internet and health information technology use and psychological distress among older adults with self-reported vision impairment: case-control study, J. Med. Internet Res., 22, e17294, 10.2196/17294 Clarke, 2019, Social participation among adults aging with long-term physical disability: the role of socioenvironmental factors, J. Aging Health., 31, 145S, 10.1177/0898264318822238 Cotten, 2013, Impact of internet use on loneliness and contact with others among older adults: cross-sectional analysis, J. Med. Internet Res., 15, 10.2196/jmir.2306 Cotten, 2014, Internet use and depression among retired older adults in the United States: a longitudinal analysis, J. Gerontol. B Psychol. Sci. Soc. Sci., 69, 763, 10.1093/geronb/gbu018 Cresci, 2010, Pro-nets versus no-nets: differences in urban older adults' predilections for internet use, Educ. Gerontol., 36, 500, 10.1080/03601270903212476 Feng, 2014, Health system strengthening and hypertension awareness, treatment and control: data from the China Health and Retirement Longitudinal Study, B. World Health Organ., 22, 1516 Festl, 2013, Problematic computer game use among adolescents, younger and older adults, Addiction, 108, 592, 10.1111/add.12016 Flórez-Aristizábal, 2019, Digital transformation to support literacy teaching to deaf Children: from storytelling to digital interactive storytelling, Telemat. Inform., 38, 87, 10.1016/j.tele.2018.09.002 Foster, 2019, Older people and Social Quality–what difference does income make?, Ageing Soc., 39, 2351, 10.1017/S0144686X1800048X Francis, 2017, Does ICT Use matter? How information and communication technology use affects perceived mattering among a predominantly female sample of older adults residing in retirement communities, Inform. Communi. Soci., 22, 1281, 10.1080/1369118X.2017.1417459 Gertheiss, 2011, Selection of ordinally scaled independent variables with applications to international classification of functioning core sets, J. Roy. Statis. Soc., 60, 377 Ghasemaghaei, 2019, Assessing the design choices for online recommendation agents for older adults: older does not always mean simpler information technology, MIS Quart., 43, 329, 10.25300/MISQ/2019/13947 Gibson, 1991, A concept analysis of empowerment, J. Adv. Nurs., 16, 354, 10.1111/j.1365-2648.1991.tb01660.x Hänninen, 2020, Exploring heterogeneous ICT use among older adults: the warm experts’ perspective, Inform. Commun. Soc., 1 He, 2020, Social participation of the elderly in China: the roles of conventional media, digital access and social media engagement, Telemat. Inform., 48, 101347, 10.1016/j.tele.2020.101347 Heckman, 1998, Matching as an econometric evaluation estimator, Rev. Econ. Stud., 65, 261, 10.1111/1467-937X.00044 Hunsaker, 2018, A review of Internet use among older adults, New Media Soc., 20, 3937, 10.1177/1461444818787348 Jung, 2019, Love unshackled: identifying the effect of mobile app adoption in online dating, MIS Quart., 43, 47, 10.25300/MISQ/2019/14289 Kadylak, 2020, United States older adults’ willingness to use emerging technologies, Inform. Communi. Soci., 23, 736, 10.1080/1369118X.2020.1713848 Kraut, 1998, Internet paradox - a social technology that reduces social involvement and psychological well-being, Am. Psychol., 53, 1017, 10.1037/0003-066X.53.9.1017 Kuang, 2019, Spillover effects of financial incentives on non-incentivized user engagement: evidence from an online knowledge exchange platform, J. Manage. Inform. Syst., 36, 289, 10.1080/07421222.2018.1550564 Kuoppamäki, 2017, The use of mobile technology for online shopping and entertainment among older adults in Finland, Telemat. Inform., 34, 110, 10.1016/j.tele.2017.01.005 Lam, 2006, Digital inclusiveness–Longitudinal study of Internet adoption by older adults, J. Manage. Inform. Syst., 22, 177, 10.2753/MIS0742-1222220407 Levasseur, 2010, Inventory and analysis of definitions of social participation found in the aging literature: proposed taxonomy of social activities, Soci. Scie. Med., 71, 2141, 10.1016/j.socscimed.2010.09.041 Lin, 2019, An empirical study of free product sampling and rating bias, Info. Sys. Res., 30, 260, 10.1287/isre.2018.0801 Ludvigsson, 2019, Tailored internet-delivered psychotherapy for older adults with depression: a randomized controlled trial, Int. Psychogeriatr., 31, 50 Hiri, 2015, Problematic internet use in older adults, a critical review of the literature, J. Addict. Res. Ther., 06, 1 Macdonald, 2020, Internet adoption in older adults: findings from the health and retirement study, Cyberpsychol. Behav. Soc. Netw. Mano, 2014, Social media and online health services: a health empowerment perspective to online health information, Comput. Hum. Behav., 39, 404, 10.1016/j.chb.2014.07.032 Marche, 2012, Is Facebook making us lonely?, The Atlantic McLaughlin, 2020, Healthy aging in China: benchmarks and socio-structural correlates, Res. Aging, 42, 23, 10.1177/0164027519879105 Mehra, 2004, The internet for empowerment of minority and marginalized users, New Media Soc., 6, 781, 10.1177/146144804047513 Meshi, 2020, Problematic social media use and perceived social isolation in older adults: a cross-sectional study, Geronto, 66, 160, 10.1159/000502577 Michael, 2012 Moreno, 2013, Problematic internet use among older adolescents: a conceptual framework, Comput. Hum. Behav., 29, 1879, 10.1016/j.chb.2013.01.053 Neves, 2019, Can digital technology enhance social connectedness among older adults? A feasibility study, J. Appl. Gerontol., 38, 49, 10.1177/0733464817741369 Nowland, 2017, Loneliness and social internet use: pathways to reconnection in a digital world?, Perspect. Psychol. Sci., 13, 70, 10.1177/1745691617713052 Pan, 2019, Social participation among older adults in Belgium?s Flanders region: exploring the roles of both new and old media usage, Info. Commun. Soc., 22, 1956, 10.1080/1369118X.2018.1473460 Park, 2020, Readiness for utilizing digital intervention: patterns of internet use among older adults with diabetes, Prim. Care Diabetes, 6, 253 Petrovčič, 2015, Mobile phone communication in social support networks of older adults in Slovenia, Telemat. Inform., 32, 642, 10.1016/j.tele.2015.02.005 Pinto-Bruno, 2017, ICT-based applications to improve social health and social participation in older adults with dementia. A systematic literature review, Aging Mental Health: Spec. Issue Soc. Health Dementia, 21, 58, 10.1080/13607863.2016.1262818 Pruchno, 2019, Technology and aging: an evolving partnership, Gerontology, 59, 1 Read, 2020, A randomized controlled trial of internet-delivered cognitive behaviour therapy to prevent the development of depressive disorders in older adults with multimorbidity, J. Affect. Disord., 264, 464, 10.1016/j.jad.2019.11.077 Rikard, 2018, Discontinued information and communication technology usage among older adults in continuing care retirement communities in the United States, Geronto, 64, 188, 10.1159/000482017 Roger, 1997, Small sample inference for fixed effects from restricted maximum likelihood, Biometrics, 53, 983, 10.2307/2533558 Rosenbaum, 1983, The central role of the propensity score in observational studies for causal effects, Biometrika, 70, 41, 10.1093/biomet/70.1.41 Rudisch, 2020, How age, cognitive function and gender affect bimanual force control, Front. Physiol., 11, 245, 10.3389/fphys.2020.00245 Şar, 2012, Is the Internet use an effective method to cope with elderly loneliness and decrease loneliness symptom?, 1053 Shang, 2020, Understanding older adults' intention to share health information on social media: the role of health belief and information processing, Int. Res. Sourbati, 2011, The digital switchover as an information society initiative: The role of public policy in promoting access to digital ICTs, Telemat. Inform., 28, 295, 10.1016/j.tele.2010.11.002 Stepanikova, 2010, Time on the Internet at home, loneliness, and life satisfaction: evidence from panel time-diary data, Comput. Hum. Behav., 26, 329, 10.1016/j.chb.2009.11.002 Sum, 2008, Internet use and loneliness in older adults, CyberPsychology Behav., 11, 208, 10.1089/cpb.2007.0010 Thakur, 2020, Feasibility study of the health empowerment intervention in older adults with heart failure, J. Cardiovasc. Nurs., 10.1097/JCN.0000000000000673 Tirado-Morueta, 2020, Determinants of social gratifications obtained by older adults moderated by public supports for Internet access in Spain, Telemat. Inform., 49, 10.1016/j.tele.2020.101363 Utz, 2002, The effect of widowhood on older adults' social participation: an evaluation of activity, disengagement, and continuity theories, Gerontology, 42, 522 Uzar-Ozcetin, 2019, Effects of an empowerment program on resilience and posttraumatic growth levels of cancer survivors: a randomized controlled feasibility trial, Cancer Nurs., 42, E1, 10.1097/NCC.0000000000000644 Van Deursen, 2017, The compoundness and sequentiality of digital inequality, Int. J. Commun., 11, 452 Van Deursen, 2018, Collateral benefits of Internet use: Explaining the diverse outcomes of engaging with the Internet, New Media Soc., 20, 2333, 10.1177/1461444817715282 van Uden-Kraan, 2008, Self-reported differences in empowerment between lurkers and posters in online patient support groups, J. Med. Internet Res., 10, 10.2196/jmir.992 Walter, 1987, Coding ordinal independent variables in multiple regression analyses, Am. J. Epidemiol., 125, 319, 10.1093/oxfordjournals.aje.a114532 Wamuyu, 2017, Bridging the digital divide among low income urban communities. Leveraging use of Community Technology Centers, Telemat. Inform., 34, 1709, 10.1016/j.tele.2017.08.004 Wang, 2018, Perceived empowerment, social support, and quality of life among chinese older residents in long-term care facilities, J. Aging Health, 30, 1595, 10.1177/0898264318795724 Wang, 2019, Melancholy or mahjong? Diversity, frequency, type, and rural-urban divide of social participation and depression in middle- and old-aged Chinese: a fixed-effects analysis, Soc. Sci. Med., 238, 112518, 10.1016/j.socscimed.2019.112518 Wei, 2011, Conceptualizing and testing a social cognitive model of the digital divide, Inf. Syst. Res., 22, 170, 10.1287/isre.1090.0273 Wright, 2006, The internet, information and empowerment, Eur. J. Mark., 40, 972, 10.1108/03090560610680961 Yu, 2016, Mapping the two levels of digital divide: Internet access and social network site adoption among older adults in the USA, Inf. Commun. Soc., 19, 1445, 10.1080/1369118X.2015.1109695 Zanbar, 2020, Predictors of self-efficacy among residents of low-income neighborhoods: implications for social work practice, J. Soc. Work Zhao, 2014, An integrated framework of online generative capability: interview from digital immigrants, Aslib J. Inf. Manag., 66, 219, 10.1108/AJIM-08-2013-0068 Zheng, 2007 Zhou, 2019, Let us meet online! examining the factors influencing older chinese’s social networking site use, J. Cross-cult. Gerontol., 34, 35, 10.1007/s10823-019-09365-9 Zhou, 2014, How fundamental and supplemental interactions affect users’ knowledge sharing in virtual communities? A social cognitive perspective, Internet Res., 24, 566, 10.1108/IntR-07-2013-0143 Zhou, 2020, Association between social participation and cognitive function among middle- and old-aged Chinese: A fixed-effects analysis, J. Glob. Health, 10, 10.7189/jogh.10.020801 Zimmerman, 2000, 43 Zimmerman, 1988, Citizen participation, perceived control, and psychological empowerment, Am. J. Commun. Psychol., 16, 725, 10.1007/BF00930023