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. 2023 May 19;32(8):948–968. doi: 10.1177/09636625231171677

Table 1.

References for studies included in this literature review.

No. Reference
1 Ahn M, Beamish JO and Goss RC (2008) Understanding older adults’ attitudes and adoption of residential technologies. Family and Consumer Sciences Research Journal 36(3): 243–260.
2 Arber S, Vandrevala T, Daly T and Hampson S (2008) Understanding gender differences in older people’s attitudes towards life-prolonging medical technologies. Journal of Aging Studies 22(4): 366–375.
3 Askari M, Klaver NS, van Gestel TJ and van de Klundert J (2020) Intention to use medical apps among older adults in the Netherlands: Cross-sectional study. Journal of Medical Internet Research 22(9): e18080.
4 Berkowsky RW, Sharit J and Czaja SJ (2017) Factors predicting decisions about technology adoption among older adults. Innovation in Aging 1(3): igy002.
5 Braun MT (2013) Obstacles to social networking website use among older adults. Computers in Human Behavior 29(3): 673–680.
6 Cajita MI, Hodgson NA, Lam KW, Yoo S and Han HR (2018) Facilitators of and barriers to mHealth adoption in older adults with heart failure. Computers, Informatics, Nursing: CIN 36(8): 376.
7 Chen K (2020) Why do older people love and hate assistive technology? – An emotional experience perspective. Ergonomics 63(12): 1463–1474.
8 Chen K and Lou VWQ (2020) Measuring senior technology acceptance: Development of a brief, 14-item scale. Innovation in Aging 4(3): igaa016.
9 Choudrie J and Vyas A (2014) Silver surfers adopting and using Facebook? A quantitative study of Hertfordshire, UK applied to organizational and social change. Technological Forecasting and Social Change 89: 293–305.
10 Chu L, Chen HW, Cheng PY, Ho P, Weng IT, Yang PL, Chien SE, Tu YC, Yang CC, Wang TM and Fung HH (2019) Identifying features that enhance older adults’ acceptance of robots: A mixed methods study. Gerontology 65(4): 441–450.
11 Chung J, Thompson HJ, Joe J, Hall A and Demiris G (2017) Examining Korean and Korean American older adults’ perceived acceptability of home-based monitoring technologies in the context of culture. Informatics for Health and Social Care 42(1): 61–76.
12 Cimperman M, Brenčič MM, Trkman P and Stanonik MD (2013) Older adults’ perceptions of home telehealth services. Telemedicine and e-Health 19(10): 786–790.
13 Courtney KL (2008) Privacy and senior willingness to adopt smart home information technology in residential care facilities. Methods of Information in Medicine 47(1): 76–81.
14 Dequanter S, Fobelets M, Steenhout I, Gagnon MP, Bourbonnais A, Rahimi S, Buyl R and Gorus E (2022) Determinants of technology adoption and continued use among cognitively impaired older adults: A qualitative study. BMC Geriatrics 22(1): 1–6.
15 Dermody G, Fritz R, Glass C, Dunham M and Whitehead L (2021) Factors influencing community-dwelling older adults’ readiness to adopt smart home technology: A qualitative exploratory study. Journal of Advanced Nursing 77(12): 4847–4861.
16 Fisher K and Easton K (2019) The meaning and value of digital technology adoption for older adults with sight loss: A mixed methods study. Technology and Disability 30(4): 177–184.
17 Ghorayeb A, Comber R and Gooberman-Hill R (2021) Older adults’ perspectives of smart home technology: Are we developing the technology that older people want? International Journal of Human-Computer Studies 147: 102571.
18 González A, Ramírez MP and Viadel V (2015) ICT learning by older adults and their attitudes toward computer use. Current Gerontology and Geriatrics Research 2015: 849308.
19 Greenhalgh T, Wherton J, Sugarhood P, Hinder S, Procter R and Stones R (2013) What matters to older people with assisted living needs? A phenomenological analysis of the use and non-use of telehealth and telecare. Social Science & Medicine 93: 86–94.
20 Haghzare S, Campos JL, Bak K and Mihailidis A (2021) Older adults’ acceptance of fully automated vehicles: Effects of exposure, driving style, age, and driving conditions. Accident Analysis & Prevention 150: 105919.
21 Harris MT and Rogers WA (2021) Developing a Healthcare Technology Acceptance Model (H-TAM) for older adults with hypertension. Ageing & Society 2: 1–21.
22 Heart T and Kalderon E (2013) Older adults: Are they ready to adopt health-related ICT? International Journal of Medical Informatics 82(11): e209–e231.
23 Herscovici A and Manor S (2022) Living in the digital periphery – Old people in rural Israel talk about information technology. Rural Sociology 87(1): 186–205.
24 Hong SI (2016) Community older adults’ attitude towards the use of assistive devices. Asia Pacific Journal of Social Work and Development 26(4): 217–230.
25 Huang H, Chen Z, Cao S, Xiao M, Xie L and Zhao Q (2021) Adoption intention and factors influencing the use of gerontechnology in Chinese community-dwelling older adults: A mixed-methods study. Frontiers in Public Health 9: 1302.
26 Ienca M, Schneble C, Kressig RW and Wangmo T (2021) Digital health interventions for healthy ageing: A qualitative user evaluation and ethical assessment. BMC Geriatrics 21(1): 1–10.
27 Jeng MY, Pai FY and Yeh TM (2022) Antecedents for older adults’ intention to use smart health wearable devices-technology anxiety as a moderator. Behavioral Sciences 12(4): 114.
28 Hwang YS (2021) Psychological factors that affect the acceptance and need for ICT services for older adults with chronic diseases. Gerontechnology 20(2): 1–11.
29 Kadylak T, Cotten SR and Fennell C (2021) Willingness to use automated vehicles: Results from a large and diverse sample of US older adults. Gerontology and Geriatric Medicine 7: 1–10.
30 Klaver NS, Van de Klundert J and Askari M (2021) Relationship between perceived risks of using mHealth applications and the intention to use them among older adults in the Netherlands: Cross-sectional study. JMIR mHealth and uHealth 9(8): e26845.
31 Lai CK, Chung JC, Leung NK, Wong JC and Mak DP (2010) A survey of older Hong Kong people’s perceptions of telecommunication technologies and telecare devices. Journal of Telemedicine and Telecare 16(8): 441–446.
32 Lesauskaitė V, Damulevičienė G, Knašienė J, Kazanavičius E, Liutkevičius A and Janavičiūtė A (2019) Older adults – Potential users of technologies. Medicina 55(6): 253.
33 Li J, Ma Q, Chan AH and Man S (2019) Health monitoring through wearable technologies for older adults: Smart wearables acceptance model. Applied Ergonomics 75: 162–169.
34 Lie ML, Lindsay S and Brittain K (2016) Technology and trust: Older people’s perspectives of a home monitoring system. Ageing & Society 36(7): 1501–1525.
35 Liu D, Liu A and Tu W (2020) The acceptance behavior of new media entertainment among older adults: Living arrangement as a mediator. The International Journal of Aging and Human Development 91(3): 274–298.
36 Louie WY, McColl D and Nejat G (2014) Acceptance and attitudes toward a human-like socially assistive robot by older adults. Assistive Technology 26(3): 140–150.
37 Lai CK, Chung JC, Leung NK, Wong JC and Mak DP (2015) A survey of older Hong Kong people’s perceptions of telecommunication technologies and telecare devices. Journal of Telemedicine and Telecare 16(8): 441–446.
38 Ma Q, Chan AH and Chen K (2016) Personal and other factors affecting acceptance of smartphone technology by older Chinese adults. Applied Ergonomics 54: 62–71.
39 Macedo IM (2017) Predicting the acceptance and use of information and communication technology by older adults: An empirical examination of the revised UTAUT2. Computers in Human Behavior 75: 935–948.
40 Mackenzie L and Clifford A (2020) Perceptions of older people in Ireland and Australia about the use of technology to address falls prevention. Ageing & Society 40(2): 369–388.
41 Mahmood N and Lee YA (2021) Factors influencing older adults’ acceptance of health monitoring smart clothing. Family and Consumer Sciences Research Journal 49(4): 376–392.
42 Martín-García AV, Redolat R and Pinazo-Hernandis S (2021) Factors influencing intention to technological use in older adults. The TAM model application. Research on Aging 44(7–8): 573–588.
43 Melenhorst AS, Rogers WA and Bouwhuis DG (2006) Older adults’ motivated choice for technological innovation: Evidence for benefit-driven selectivity. Psychology and Aging 21(1): 190–195.
44 Menéndez Álvarez-Dardet S, Lorence B and Pérez-Padilla J (2020) Older adults and ICT adoption: Analysis of the use and attitudes toward computers in elderly Spanish people. Computers in Human Behavior 110: 106377.
45 Mitzner TL, Boron JB, Fausset CB, Adams AE, Charness N, Czaja SJ, Dijkstra K, Fisk AD, Rogers WA and Sharit J (2010) Older adults talk technology: Technology usage and attitudes. Computers in Human Behavior 26(6): 1710–1721.
46 Nägle S and Schmidt L (2012) Computer acceptance of older adults. Work 41(Supp. 1): 3541–3548.
47 Nayak LU, Priest L and White AP (2010) An application of the technology acceptance model to the level of Internet usage by older adults. Universal Access in the Information Society 9(4): 367–374.
48 O’Brien J, Mason A, Cassarino M, Chan J and Setti A (2021) Older women’s experiences of a community-led walking programme using activity trackers. International Journal of Environmental Research and Public Health 18(18): 9818.
49 Outila M and Kiuru H (2020) ‘Picturephone in my home’: Actor-network theory and Foucauldian discourse analysis on Northern Finnish older adults starting to use a video conferencing service. Journal of Technology in Human Services 39(2): 163–192.
50 Pan J, Dong H and Bryan-Kinns N (2021) Perception and initial adoption of mobile health services of older adults in London: Mixed methods investigation. JMIR Aging 4(4): e30420.
51 Pan S and Jordan-Marsh M (2010) Internet use intention and adoption among Chinese older adults: From the expanded technology acceptance model perspective. Computers in Human Behavior 26(5): 1111–1119.
52 Peek ST, Luijkx KG, Rijnaard MD, Nieboer ME, Van Der Voort CS, Aarts S, Van Hoof J, Vrijhoef HJ and Wouters EJ (2016) Older adults’ reasons for using technology while aging in place. Gerontology 62(2): 226–237.
53 Peterson KF and Adams-Price C (2022) Fear of dependency and life-space mobility as predictors of attitudes toward assistive devices in older adults. The International Journal of Aging and Human Development 94(3): 273–289.
54 Pirhonen J, Lolich L, Tuominen K, Jolanki O and Timonen V (2020) “These devices have not been made for older people’s needs” – Older adults’ perceptions of digital technologies in Finland and Ireland. Technology in Society 62: 101287.
55 Rahman MM, Deb S, Strawderman L, Burch R and Smith B (2019) How the older population perceives self-driving vehicles. Transportation Research Part F: Traffic Psychology and Behaviour 65: 242–257.
56 Rasekaba TM, Pereira P, Rani GV, Johnson R, McKechnie R and Blackberry I (2022) Exploring telehealth readiness in a resource limited setting: Digital and Health Literacy among Older People in Rural India (DAHLIA). Geriatrics 7(2): 28.
57 Safarov N (2021) Personal experiences of digital public services access and use: Older migrants’ digital choices. Technology in Society 66: 101627.
58 Sánchez VG, Anker-Hansen C, Taylor I and Eilertsen G (2019) Older people’s attitudes and perspectives of welfare technology in Norway. Journal of Multidisciplinary Healthcare 12: 841–853.
59 Schehl B, Leukel J and Sugumaran V (2019) Understanding differentiated Internet use in older adults: A study of informational, social, and instrumental online activities. Computers in Human Behavior 97: 222–230.
60 Seifert A and Schelling HR (2015) Mobile use of the Internet using smartphones or tablets by Swiss people over 65 years. Gerontechnology 14(1): 57–62.
61 Selwyn N (2004) The information aged: A qualitative study of older adults’ use of information and communications technology. Journal of Aging Studies 18(4): 369–384.
62 Selwyn N, Gorard S, Furlong J and Madden L (2003) Older adults’ use of information and communications technology in everyday life. Ageing & Society 23(5): 561–582.
63 Sixsmith A, Horst BR, Simeonov D and Mihailidis A (2022) Older people’s use of digital technology during the COVID-19 pandemic. Bulletin of Science, Technology & Society 42(1–2): 19–24.
64 Smarr CA, Mitzner TL, Beer JM, Prakash A, Chen TL, Kemp CC and Rogers WA (2014) Domestic robots for older adults: Attitudes, preferences, and potential. International Journal of Social Robotics 6(2): 229–247.
65 Su J and Tong X (2021) Catching silver consumers in China: An integrated model of Chinese older adults’ use of social networking technology. Asia Pacific Journal of Marketing and Logistics 33(9): 1903–1917.
66 Talukder MS, Sorwar G, Bao Y, Ahmed JU and Palash MA (2020) Predicting antecedents of wearable healthcare technology acceptance by elderly: A combined SEM-Neural Network approach. Technological Forecasting and Social Change 150: 119793.
67 Teh PL, Lim WM, Ahmed PK, Chan AH, Loo JM, Cheong SN and Yap WJ (2017) Does power posing affect gerontechnology adoption among older adults? Behaviour & Information Technology 36(1): 33–42.
68 Thomas L, Little L, Briggs P, McInnes L, Jones E and Nicholson J (2013) Location tracking: Views from the older adult population. Age and Ageing 42(6): 758–763.
69 Tobis S, Piasek J, Cylkowska-Nowak M and Suwalska A (2022) Robots in eldercare: How does a real-world interaction with the machine influence the perceptions of older people? Sensors 22(5): 1717.
70 Tsai TH, Chang HT, Chen YJ and Chang YS (2017) Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLoS ONE 12(8): e0180102.
71 Tsai TH, Lin WY, Chang YS, Chang PC and Lee MY (2020) Technology anxiety and resistance to change behavioral study of a wearable cardiac warming system using an extended TAM for older adults. PLoS ONE 15(1): e0227270.
72 Tural E, Lu D and Austin Cole D (2021) Safely and actively aging in place: Older adults’ attitudes and intentions toward smart home technologies. Gerontology and Geriatric Medicine 7: 1–15.
73 Tural E, Lu D and Cole DA (2020) Factors predicting older adults’ attitudes toward and intentions to use stair mobility assistive designs at home. Preventive Medicine Reports 18: 101082.
74 Vicente P and Lopes I (2016) Attitudes of older mobile phone users towards mobile phones. Communications 41(1): 71–86.
75 Wang L, Rau PL and Salvendy G (2011) Older adults’ acceptance of information technology. Educational Gerontology 37(12): 1081–1099.
76 Wang L, Chen J and Ju DY (2021) Factors contributing to Korean older adults’ acceptance of assistive social robots. Electronics 10(18): 2204.
77 Wildenbos GA, Jaspers MW, Schijven MP and Dusseljee-Peute LW (2019) Mobile health for older adult patients: Using an aging barriers framework to classify usability problems. International Journal of Medical Informatics 124: 68–77.
78 Wong CK, Yeung DY, Ho HC, Tse KP and Lam CY (2014) Chinese older adults’ Internet use for health information. Journal of Applied Gerontology 33(3): 316–335.
79 Wu YH, Wrobel J, Cornuet M, Kerhervé H, Damnée S and Rigaud AS (2014) Acceptance of an assistive robot in older adults: A mixed-method study of human–robot interaction over a 1 month period in the Living Lab setting. Clinical Interventions in Aging 9: 801–811.
80 Yang CC, Li CL, Yeh TF and Chang YC (2022) Assessing older adults’ intentions to use a smartphone: Using the meta–unified theory of the acceptance and use of technology. International Journal of Environmental Research and Public Health 19(9): 5403.
81 Young R, Willis E, Cameron G and Geana M (2014) “Willing but unwilling”: Attitudinal barriers to adoption of home-based health information technology among older adults. Health Informatics Journal 20(2): 127–135.
82 Zhao S, Yao Y and Ya N (2021) Adoption of mobile social media for learning among Chinese older adults in senior citizen colleges. Educational Technology Research and Development 69(6): 3413–3435.
83 Zhou J, Rau PL and Salvendy G (2014) Older adults’ use of smart phones: An investigation of the factors influencing the acceptance of new functions. Behaviour & Information Technology 33(6): 552–560.