Impact of community-based technology training with low-income older adults

References

• Bates, D., Mächler, M., Bolker, B., Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. https://doi.org/10.18637/jss.v067.i01.
   Google Scholar
• Butler, J., & Kern, M. L. (2016). The PERMA-Profiler: A brief multidimensional measure of flourishing. International Journal of Wellbeing, 6(3), Article 1–48. https://doi.org/10.5502/ijw.v6i3.526
   Google Scholar
• Byrne, K. A., & Ghaiumy Anaraky, R. (2022). Identifying racial and rural disparities of cognitive functioning among older adults: The role of social isolation and social technology use. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 77(10), 1779–1790. https://doi.org/10.1093/geronb/gbac055
   PubMed Web of Science ®Google Scholar
• Calhoun, D., & Lee, S. B. (2019). Computer usage and cognitive capability of older adults: Analysis of data from the Health and Retirement Study. Educational Gerontology, 45(1), 22–33. https://doi.org/10.1080/03601277.2019.1575026
   Web of Science ®Google Scholar
• Chan, M. Y., Haber, S., Drew, L. M., & Park, D. C. (2016). Training older adults to use tablet computers: Does it enhance cognitive function? The Gerontologist, 56(3), 475–484. https://doi.org/10.1093/geront/gnu057
   PubMed Web of Science ®Google Scholar
• Charness, N., & Boot, W. R. (2022). A grand challenge for psychology: Reducing the age-related digital divide. Current Directions in Psychological Science, 31(2), 187–193. https://doi.org/10.1177/09637214211068144
   PubMed Web of Science ®Google Scholar
• Cheshmehzangi, A., Zou, T., & Su, Z. (2022). The digital divide impacts on mental health during the COVID-19 pandemic. Brain, Behavior, and Immunity, 101, 211–213. https://doi.org/10.1016/j.bbi.2022.01.009
   PubMed Web of Science ®Google Scholar
• Choi, E. Y., Wisniewski, K. M., & Zelinski, E. M. (2021). Information and communication technology use in older adults: A unidirectional or bi-directional association with cognitive function? Computers in Human Behavior, 121, 106813. https://doi.org/10.1016/j.chb.2021.106813
   PubMed Web of Science ®Google Scholar
• Choi, N. G., & DiNitto, D. M. (2013). Internet use among older adults: Association with health needs, psychological capital, and social capital. Journal of Medical Internet Research, 15(5), e97. https://doi.org/10.2196/jmir.2333
   PubMed Web of Science ®Google Scholar
• Cid, A., Sotelo, R., Leguisamo, M., & Ramírez-Michelena, M. (2020). Tablets for deeply disadvantaged older adults: Challenges in long-term care facilities. International Journal of Human-Computer Studies, 144, 102504. https://doi.org/10.1016/j.ijhcs.2020.102504
   Web of Science ®Google Scholar
• Cotten, S. R., Anderson, W. A., & McCullough, B. M. (2013). Impact of internet use on loneliness and contact with others among older adults: Cross-sectional analysis. Journal of Medical Internet Research, 15(2), e39. https://doi.org/10.2196/jmir.2306
   PubMed Web of Science ®Google Scholar
• Czaja, S. J. (2017). The potential role of technology in supporting older adults. Public Policy & Aging Report, 27(2), 44–48. https://doi.org/10.1093/ppar/prx006
   Google Scholar
• Czaja, S. J., Boot, W. R., Charness, N., Rogers, W. A., & Sharit, J. (2018). Improving social support for older adults through technology: Findings from the PRISM randomized controlled trial. The Gerontologist, 58(3), 467–477. https://doi.org/10.1093/geront/gnw249
   PubMed Web of Science ®Google Scholar
• Czaja, S. J., Sharit, J., Lee, C. C., Nair, S. N., Hernández, M. A., Arana, N., & Fu, S. H. (2013). Factors influencing use of an e-health website in a community sample of older adults. Journal of the American Medical Informatics Association : JAMIA, 20(2), 277–284. https://doi.org/10.1136/amiajnl-2012-000876
   PubMed Web of Science ®Google Scholar
• Dequanter, S., Fobelets, M., Steenhout, I., Gagnon, M.-P., Bourbonnais, A., Rahimi, S., Buyl, R., & Gorus, E. (2022). Determinants of technology adoption and continued use among cognitively impaired older adults: A qualitative study. BMC Geriatrics, 22(1), 376. https://doi.org/10.1186/s12877-022-03048-w
   PubMed Web of Science ®Google Scholar
• Duan-Porter, W., Van Houtven, C. H., Mahanna, E. P., Chapman, J. G., Stechuchak, K. M., Coffman, C. J., & Hastings, S. N. (2018). Internet use and technology-related attitudes of veterans and informal caregivers of veterans. Telemedicine Journal and e-Health : The Official Journal of the American Telemedicine Association, 24(7), 471–480. https://doi.org/10.1089/tmj.2017.0015
   PubMed Web of Science ®Google Scholar
• Dweck, C. S. (2006). Mindset: The new psychology of success. Random House.
   Google Scholar
• Elliot, A. J., Mooney, C. J., Douthit, K. Z., & Lynch, M. F. (2014). Predictors of older adults’ technology use and its relationship to depressive symptoms and well-being. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 69(5), 667–677. https://doi.org/10.1093/geronb/gbt109
   PubMed Web of Science ®Google Scholar
• Estacio, E. V., Whittle, R., & Protheroe, J. (2019). The digital divide: Examining socio-demographic factors associated with health literacy, access, and use of internet to seek health information. Journal of Health Psychology, 24(12), 1668–1675. https://doi.org/10.1177/1359105317695429
   PubMed Web of Science ®Google Scholar
• Faverio, M. (2022). January 13). Share of those 65 and older who are tech users has grown in the past decade. Pew Research Center. Retrieved February 17, 2023, from https://www.pewresearch.org/fact-tank/2022/01/13/share-of-those-65-and-older-who-are-tech-users-has-grown-in-the-past-decade/#:∼:text=And%2096%25%20of%20those%2050,who%20report%20being%20internet%20users
   Google Scholar
• Fields, J., Cemballi, A. G., Michalec, C., Uchida, D., Griffiths, K., Cardes, H., Cuellar, J., Chodos, A. H., & Lyles, C. R. (2021). In-home technology training among socially isolated older adults: Findings from the Tech Allies Program. Journal of Applied Gerontology : The Official Journal of the Southern Gerontological Society, 40(5), 489–499. https://doi.org/10.1177/0733464820910028
   PubMed Web of Science ®Google Scholar
• Forsman, A. K., Nordmyr, J., Matosevic, T., Park, A.-L., Wahlbeck, K., & McDaid, D. (2018). Promoting mental wellbeing among older people: Technology-based interventions. Health Promotion International, 33(6), 1042–1054. https://doi.org/10.1093/heapro/dax047
   PubMed Web of Science ®Google Scholar
• Hall, A. K., Bernhardt, J. M., Dodd, V., & Vollrath, M. W. (2015). The digital health divide: Evaluating online health information access and use among older adults. Health Education & Behavior : The Official Publication of the Society for Public Health Education, 42(2), 202–209. https://doi.org/10.1177/1090198114547815
   PubMed Web of Science ®Google Scholar
• Han, S., & Nam, S. I. (2021). Creating supportive environments and enhancing personal perception to bridge the digital divide among older adults. Educational Gerontology, 47(8), 339–352. https://doi.org/10.1080/03601277.2021.1988448
   Web of Science ®Google Scholar
• Heo, J., Chun, S., Lee, S., Lee, K. H., & Kim, J. (2015). Internet use and well-being in older adults. Cyberpsychology, Behavior and Social Networking, 18(5), 268–272. https://doi.org/10.1089/cyber.2014.0549
   PubMed Web of Science ®Google Scholar
• Hughes, M. E., Waite, L. J., Hawkley, L. C., & Cacioppo, J. T. (2004). A short scale for measuring loneliness in large surveys: Results from two population-based studies. Research on Aging, 26(6), 655–672. https://doi.org/10.1177/0164027504268574
   PubMed Web of Science ®Google Scholar
• Hvalič-Touzery, S., Smole-Orehek, K., & Dolničar, V. (2022). Informal caregivers’ perceptions of self-efficacy and subjective well-being when using telecare in the home environment: A qualitative study. Geriatrics, 7(5), Article 86. https://doi.org/10.3390/geriatrics7050086
   PubMed Web of Science ®Google Scholar
• Irizarry, T., Shoemake, J., Nilsen, M. L., Czaja, S., Beach, S., & Dabbs, A. D. (2017). Patient portals as a tool for health care engagement: A mixed-method study of older adults with varying levels of health literacy and prior patient portal use. Journal of Medical Internet Research, 19(3), e7099. https://doi.org/10.2196/jmir.7099
   Web of Science ®Google Scholar
• Kim, Y. K., Ang, S., & Fingerman, K. L. (2023). Older adults’ and family caregivers’ technological arrangements on risk of institutionalization. Work, Aging and Retirement, waad005, 1–6 https://doi.org/10.1093/workar/waad005
   Google Scholar
• Kobayashi, L. C., Wardle, J., & Wagner, C. v (2015). Internet use, social engagement and health literacy decline during ageing in a longitudinal cohort of older English adults. Journal of Epidemiology and Community Health, 69(3), 278–283. https://doi.org/10.1136/jech-2014-204733
   PubMed Web of Science ®Google Scholar
• Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2003). The Patient Health Questionnaire-2: Validity of a two-item depression screener. Medical Care, 41(11), 1284–1292. https://doi.org/10.1097/01.MLR.0000093487.78664.3C
   PubMed Web of Science ®Google Scholar
• Laganá, L., & García, J. J. (2013). The mental health impact of computer and internet training on a multi-ethnic sample of community-dwelling older adults: Results of a pilot randomised controlled trial. International Journal of Biomedical Science : IJBS, 9(3), 135–147.
   PubMedGoogle Scholar
• Lawton, M. P., & Brody, E. M. (1969). Assessment of older people: Self-maintaining and instrumental activities of daily living. The Gerontologist, 9(3), 179–186. https://doi.org/10.1093/geront/9.3_Part_1.179
   PubMed Web of Science ®Google Scholar
• Leanos, S., Kürüm, E., Strickland-Hughes, C. M., Ditta, A. S., Nguyen, G., Felix, M., Yum, H., Rebok, G. W., & Wu, R. (2020). The impact of learning multiple real-world skills on cognitive abilities and functional independence in healthy older adults. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 75(6), 1155–1169. https://doi.org/10.1093/geronb/gbz084
   PubMed Web of Science ®Google Scholar
• Li, H. (2015). Informal caregivers’ use of the internet for caregiving information. Social Work in Health Care, 54(6), 532–546. https://doi.org/10.1080/00981389.2015.1045577
   PubMed Web of Science ®Google Scholar
• Livingston, G., Huntley, J., Sommerlad, A., Ames, D., Ballard, C., Banerjee, S., Brayne, C., Burns, A., Cohen-Mansfield, J., Cooper, C., Costafreda, S. G., Dias, A., Fox, N., Gitlin, L. N., Howard, R., Kales, H. C., Kivimäki, M., Larson, E. B., Ogunniyi, A., … Mukadam, N. (2020). Dementia prevention, intervention, and care: 2020 report of the Lancet commission. Lancet (London, England), 396(10248), 413–446. https://doi.org/10.1016/s0140-6736(20)30367-6
   PubMed Web of Science ®Google Scholar
• Mariano, J., Marques, S., Ramos, M. R., & de Vries, H. (2021). Internet use by middle-aged and older adults: Longitudinal relationships with functional ability, social support, and self-perceptions of aging. Psychology and Aging, 36(8), 983–995. https://doi.org/10.1037/pag0000643
   PubMed Web of Science ®Google Scholar
• McCloud, R. F., Okechukwu, C. A., Sorensen, G., & Viswanath, K. (2016). Beyond access: Barriers to internet health information seeking among the urban poor. Journal of the American Medical Informatics Association : JAMIA, 23(6), 1053–1059. https://doi.org/10.1093/jamia/ocv204
   PubMed Web of Science ®Google Scholar
• Moody, L., Wood, E., Needham, A., Booth, A., Jimenez-Aranda, A., & Tindale, W. (2022). Identifying individual enablers and barriers to the use of digital technology for the self-management of long-term conditions by older adults. Journal of Medical Engineering & Technology, 46(6), 448–461. https://doi.org/10.1080/03091902.2022.2089249
   PubMedGoogle Scholar
• Odd, K., Boron, J., Alderson, J., Lachman, M., & Turiano, N. (2022). Change in episodic memory and executive functioning predicts mortality risk. Innovation in Aging, 6(Supplement_1), 86–86. https://doi.org/10.1093/geroni/igac059.342
   Google Scholar
• Pang, C., Collin Wang, Z., McGrenere, J., Leung, R., Dai, J., & Moffatt, K. (2021 Technology adoption and learning preferences for older adults: Evolving perceptions, ongoing challenges, and emerging design opportunities [Paper presentation].Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 1–13. https://doi.org/10.1145/3411764.3445702
   Google Scholar
• Pauly, T., Lay, J. C., Kozik, P., Graf, P., Mahmood, A., & Hoppmann, C. A. (2019). Technology, physical activity, loneliness, and cognitive functioning in old age. GeroPsych, 32(3), 111–123. https://doi.org/10.1024/1662-9647/a000208
   Google Scholar
• Reinwand, D. A., Crutzen, R., & Zank, S. (2018). Online activities among elder informal caregivers: Results from a cross-sectional study. Digital Health, 4, 2055207618779715. https://doi.org/10.1177/2055207618779715
   Web of Science ®Google Scholar
• Rosell, J., Guerra, J., & Bustamante, F. (2022). Internet use of older caregivers and their sociodemographic characteristics. In Q. Gao & J. Zhou (Eds.), Human aspects of IT for the aged population. Design, interaction and technology acceptance (pp. 584–595). Springer International Publishing. https://doi.org/10.1007/978-3-031-05581-2_40
   Google Scholar
• Santini, Z. I., Jose, P. E., York Cornwell, E., Koyanagi, A., Nielsen, L., Hinrichsen, C., Meilstrup, C., Madsen, K. R., & Koushede, V. (2020). Social disconnectedness, perceived isolation, and symptoms of depression and anxiety among older Americans (NSHAP): A longitudinal mediation analysis. The Lancet Public Health, 5(1), e62–e70. https://doi.org/10.1016/s2468-2667(19)30230-0
   PubMed Web of Science ®Google Scholar
• Schmidt, M. (1996). Rey auditory verbal learning test: A handbook (p. 1996). Los Angeles, CA: Western Psychological Services.
   Google Scholar
• Shaffer, K. M., Chow, P. I., Cohn, W. F., Ingersoll, K. S., & Ritterband, L. M. (2018). Informal caregivers’ use of internet-based health resources: An analysis of the Health Information National Trends survey. JMIR Aging, 1(2), e11051. https://doi.org/10.2196/11051
   PubMedGoogle Scholar
• Shapira, N., Barak, A., & Gal, I. (2007). Promoting older adults’ well-being through Internet training and use. Aging & Mental Health, 11(5), 477–484. https://doi.org/10.1080/13607860601086546
   PubMed Web of Science ®Google Scholar
• Slegers, K., Boxtel, M. P. J. V., & Jolles, J. (2009). The efficiency of using everyday technological devices by older adults: The role of cognitive functions. Ageing and Society, 29(2), 309–325. https://doi.org/10.1017/S0144686X08007629
   Web of Science ®Google Scholar
• Torp, S., Hanson, E., Hauge, S., Ulstein, I., & Magnusson, L. (2008). A pilot study of how information and communication technology may contribute to health promotion among elderly spousal carers in Norway. Health & Social Care in the Community, 16(1), 75–85. https://doi.org/10.1111/j.1365-2524.2007.00725.x
   PubMed Web of Science ®Google Scholar
• Tun, P. A., & Lachman, M. E. (2006). Telephone assessment of cognitive function in adulthood: The Brief Test of Adult Cognition by Telephone. Age and Ageing, 35(6), 629–632. https://doi.org/10.1093/ageing/afl095
   PubMed Web of Science ®Google Scholar
• Van der Wardt, V., Bandelow, S., & Hogervorst, E. (2012). The relationship between cognitive abilities, well-being and use of new technologies in older people. Gerontechnology Journal, 10(4), 333–334. https://doi.org/10.1145/1962300.1962372
   Google Scholar
• Vaportzis, E., Giatsi Clausen, M., & Gow, A. J. (2017). Older adults perceptions of technology and barriers to interacting with tablet computers: A focus group study. Frontiers in Psychology, 8, 1687. https://doi.org/10.3389/fpsyg.2017.01687
   PubMed Web of Science ®Google Scholar
• Vaportzis, E., Martin, M., & Gow, A. J. (2017). A Tablet for Healthy Ageing: The effect of a tablet computer training intervention on cognitive abilities in older adults. The American Journal of Geriatric Psychiatry : official Journal of the American Association for Geriatric Psychiatry, 25(8), 841–851. https://doi.org/10.1016/j.jagp.2016.11.015
   PubMed Web of Science ®Google Scholar
• Wang, J., Fu, Y., Lou, V., Tan, S. Y., & Chui, E. (2021). A systematic review of factors influencing attitudes towards and intention to use the long-distance caregiving technologies for older adults. International Journal of Medical Informatics, 153, 104536. https://doi.org/10.1016/j.ijmedinf.2021.104536
   PubMed Web of Science ®Google Scholar
• Wechsler, D. (1997). Wechsler Adult Intelligence Scale- Third edition (WAIS-III) [Database record]. APA PsycTests. https://doi.org/10.1037/t49755-000
   Google Scholar
• Woodward, A. T., Freddolino, P. P., Blaschke-Thompson, C. M., Wishart, D. J., Bakk, L., Kobayashi, R., & Tupper, C. (2011). Technology and Aging Project: Training outcomes and efficacy from a randomized field trial. Ageing International, 36(1), 46–65. https://doi.org/10.1007/s12126-010-9074-z
   Google Scholar
• Yu, R. P., Ellison, N. B., McCammon, R. J., & Langa, K. M. (2016). Mapping the two levels of digital divide: Internet access and social network site adoption among older adults in the USA. Information, Communication, & Society, 19(10), 1445–1464. https://doi.org/10.1080/1369118X.2015.1109695
   Web of Science ®Google Scholar
• Zhang, S., Boot, W. R., & Charness, N. (2022). Does computer use improve older adults’ cognitive functioning? Evidence from the Personal Reminder Information and Social Management trial. The Gerontologist, 62(7), 1063–1070. https://doi.org/10.1093/geront/gnab188
   PubMed Web of Science ®Google Scholar
• Zheng, R., Hicken, B. L., Hill, R. D., Luptak, M., Daniel, C. M., Grant, M., & Rupper, R. (2016). Digital technology and caregiver training for older persons: Cognitive and affective perspectives. Educational Gerontology, 42(8), 540–550. https://doi.org/10.1080/03601277.2016.1161989
   Web of Science ®Google Scholar