Skip to main content

2015 | OriginalPaper | Buchkapitel

Signing Off: Predicting Discontinued ICT Usage Among Older Adults in Assisted and Independent Living

A Survival Analysis

verfasst von : Ronald W. Berkowsky, R. V. Rikard, Shelia R. Cotten

Erschienen in: Human Aspects of IT for the Aged Population. Design for Everyday Life

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

While previous research examining digital inequality among older adults has exposed factors that prevent older adults from using information and communication technologies (ICTs), less has been done focusing on factors that may contribute to ICT discontinuation. This investigation uses data from a randomized controlled intervention study to examine possible predictors of discontinued ICT usage among older adults in assisted and independent living communities. Survival analysis shows that participating in a non-technology activities intervention can increase the odds of stopping the use of ICTs over time. In addition, an increase in the number of instrumental activities of daily living (IADLs) an individual needs assistance with was associated with increased odds of discontinuing ICT use. Results suggest that those promoting continued usage of ICTs among older adults in assisted and independent living need to address the social activities that may prevent use and account for the increasing frailty of residents over time.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Cole-Lewis, H., Kershaw, T.: Text messaging as a tool for behavior change in disease prevention and management. Epidemiol. Rev. 32, 56–69 (2010)CrossRef Cole-Lewis, H., Kershaw, T.: Text messaging as a tool for behavior change in disease prevention and management. Epidemiol. Rev. 32, 56–69 (2010)CrossRef
2.
Zurück zum Zitat Kaltenthaler, E., Parry, G., Beverly, C., Ferriter, M.: Computerised cognitive-behavioural therapy for depression: systematic review. Br. J. Psychiatry 193, 181–184 (2008)CrossRef Kaltenthaler, E., Parry, G., Beverly, C., Ferriter, M.: Computerised cognitive-behavioural therapy for depression: systematic review. Br. J. Psychiatry 193, 181–184 (2008)CrossRef
3.
Zurück zum Zitat Cotten, S.R., Ford, G., Ford, S., Hale, T.M.: Internet use and depression among retired older adults in the us: a longitudinal analysis. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 69, 763–771 (2014)CrossRef Cotten, S.R., Ford, G., Ford, S., Hale, T.M.: Internet use and depression among retired older adults in the us: a longitudinal analysis. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 69, 763–771 (2014)CrossRef
4.
Zurück zum Zitat Slegers, K., Van Boxtel, M.P.J., Jolles, J.: Effects of computer training and internet usage on the well-being and quality of life of older adults: a randomized, controlled study. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 63, 176–184 (2008)CrossRef Slegers, K., Van Boxtel, M.P.J., Jolles, J.: Effects of computer training and internet usage on the well-being and quality of life of older adults: a randomized, controlled study. J. Gerontol. Ser. B Psychol. Sci. Soc. Sci. 63, 176–184 (2008)CrossRef
7.
Zurück zum Zitat Boulton-Lewis, G.M., Buys, L., Lovie-Kitchin, J.: Learning and active aging. Educ. Gerontol. 32, 271–282 (2006)CrossRef Boulton-Lewis, G.M., Buys, L., Lovie-Kitchin, J.: Learning and active aging. Educ. Gerontol. 32, 271–282 (2006)CrossRef
8.
Zurück zum Zitat Boulton-Lewis, G.M., Buys, L., Lovie-Kitchin, J., Barnett, K., David, L.N.: Ageing, learning, and computer technology in australia. Educ. Gerontol. 33, 253–270 (2007)CrossRef Boulton-Lewis, G.M., Buys, L., Lovie-Kitchin, J., Barnett, K., David, L.N.: Ageing, learning, and computer technology in australia. Educ. Gerontol. 33, 253–270 (2007)CrossRef
9.
Zurück zum Zitat Broady, T., Chan, A., Caputi, P.: Comparison of older and younger adults’ attitudes towards and abilities with computers: implications for training and learning. Br. J. Educ. Technol. 41, 473–485 (2010)CrossRef Broady, T., Chan, A., Caputi, P.: Comparison of older and younger adults’ attitudes towards and abilities with computers: implications for training and learning. Br. J. Educ. Technol. 41, 473–485 (2010)CrossRef
10.
Zurück zum Zitat Gatto, S.L., Tak, S.H.: Computer, internet, and e-mail use among older adults: benefits and barriers. Educ. Gerontol. 34, 800–811 (2008)CrossRef Gatto, S.L., Tak, S.H.: Computer, internet, and e-mail use among older adults: benefits and barriers. Educ. Gerontol. 34, 800–811 (2008)CrossRef
11.
Zurück zum Zitat Hanson, V.L.: Influencing technology adoption by older adults. Interact. Comput. 22, 502–509 (2010)CrossRef Hanson, V.L.: Influencing technology adoption by older adults. Interact. Comput. 22, 502–509 (2010)CrossRef
12.
Zurück zum Zitat Purdie, N., Boulton-Lewis, G.: The learning needs of older adults. Educ. Gerontol. 29, 129–149 (2003)CrossRef Purdie, N., Boulton-Lewis, G.: The learning needs of older adults. Educ. Gerontol. 29, 129–149 (2003)CrossRef
13.
Zurück zum Zitat Renaud, K., Ramsay, J.: Now what was that password again? a more flexible way of identifying and authenticating our seniors. Behav. Inf. Technol. 26, 309–322 (2007)CrossRef Renaud, K., Ramsay, J.: Now what was that password again? a more flexible way of identifying and authenticating our seniors. Behav. Inf. Technol. 26, 309–322 (2007)CrossRef
14.
Zurück zum Zitat Selwyn, N., Gorard, S., Furlong, J., Madden, L.: Older adults’ use of information and communications technology in everyday life. Ageing Soc. 23, 561–582 (2003)CrossRef Selwyn, N., Gorard, S., Furlong, J., Madden, L.: Older adults’ use of information and communications technology in everyday life. Ageing Soc. 23, 561–582 (2003)CrossRef
15.
Zurück zum Zitat Timmerman, S.: The role of information technology in older adult learning. New Dir. Adult Continuing Educ. 1998, 61–71 (1998)CrossRef Timmerman, S.: The role of information technology in older adult learning. New Dir. Adult Continuing Educ. 1998, 61–71 (1998)CrossRef
16.
Zurück zum Zitat Tran, J., Tran, R., White, J.R.: Smartphone-based glucose monitors and applications in the management of diabetes: an overview of 10 salient ‘apps’ and a novel smartphone-connected blood glucose monitor. Clin. Diabetes 30, 173–178 (2012)CrossRef Tran, J., Tran, R., White, J.R.: Smartphone-based glucose monitors and applications in the management of diabetes: an overview of 10 salient ‘apps’ and a novel smartphone-connected blood glucose monitor. Clin. Diabetes 30, 173–178 (2012)CrossRef
17.
Zurück zum Zitat Cotten, S.R., Anderson, W.A., McCullough, B.M.: Impact of internet use on loneliness and contact with others among older adults: cross-sectional analysis. J. Med. Internet Res. 15, e39 (2013)CrossRef Cotten, S.R., Anderson, W.A., McCullough, B.M.: Impact of internet use on loneliness and contact with others among older adults: cross-sectional analysis. J. Med. Internet Res. 15, e39 (2013)CrossRef
19.
Zurück zum Zitat Berkowsky, R.W., Cotten, S.R., Yost, E.A., Winstead, V.P.: Attitudes towards and limitations to ict use in assisted and independent living communities: findings from a specially-designed technological intervention. Educ. Gerontol. 39, 797–811 (2013)CrossRef Berkowsky, R.W., Cotten, S.R., Yost, E.A., Winstead, V.P.: Attitudes towards and limitations to ict use in assisted and independent living communities: findings from a specially-designed technological intervention. Educ. Gerontol. 39, 797–811 (2013)CrossRef
20.
Zurück zum Zitat Choi, N.G., DiNitto, D.M.: The digital divide among low-income homebound older adults: internet use patterns, ehealth literacy, and attitudes toward computer/internet use. J. Med. Internet Res. 15, e93 (2013)CrossRef Choi, N.G., DiNitto, D.M.: The digital divide among low-income homebound older adults: internet use patterns, ehealth literacy, and attitudes toward computer/internet use. J. Med. Internet Res. 15, e93 (2013)CrossRef
22.
Zurück zum Zitat Golant, S.M.: Do impaired older persons with health care needs occupy us assisted living facilities? an analysis of six national studies. J. Gerontol. Ser. B: Psychol. Sci. Soc. Sci. 59, S68–S79 (2004)CrossRef Golant, S.M.: Do impaired older persons with health care needs occupy us assisted living facilities? an analysis of six national studies. J. Gerontol. Ser. B: Psychol. Sci. Soc. Sci. 59, S68–S79 (2004)CrossRef
23.
Zurück zum Zitat Adams, K.B., Sanders, S., Auth, E.A.: Loneliness and depression in independent living retirement communities: risk and resilience factors. Aging Mental Health 8, 475–485 (2004)CrossRef Adams, K.B., Sanders, S., Auth, E.A.: Loneliness and depression in independent living retirement communities: risk and resilience factors. Aging Mental Health 8, 475–485 (2004)CrossRef
24.
Zurück zum Zitat Winstead, V., Anderson, W.A., Yost, E.A., Cotten, S.R., Warr, A., Berkowsky, R.W.: You can teach an old dog new tricks: a qualitative analysis of how residents of senior living communities may use the web to overcome spatial and social barriers. J. Appl. Gerontol. 32, 540–560 (2013)CrossRef Winstead, V., Anderson, W.A., Yost, E.A., Cotten, S.R., Warr, A., Berkowsky, R.W.: You can teach an old dog new tricks: a qualitative analysis of how residents of senior living communities may use the web to overcome spatial and social barriers. J. Appl. Gerontol. 32, 540–560 (2013)CrossRef
25.
Zurück zum Zitat Folstein, M.F., Folstein, S.E., McHugh, P.R.: Mini-mental state: a practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 12, 189–198 (1975)CrossRef Folstein, M.F., Folstein, S.E., McHugh, P.R.: Mini-mental state: a practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 12, 189–198 (1975)CrossRef
26.
Zurück zum Zitat Allison, P.D.: Survival Analysis Using SAS A Practical Guide. SAS Institute. SAS Press, Cary (2010) Allison, P.D.: Survival Analysis Using SAS A Practical Guide. SAS Institute. SAS Press, Cary (2010)
27.
Zurück zum Zitat Singer, J.D., Willett, J.B.: Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. Oxford University Press, Oxford (2003)CrossRef Singer, J.D., Willett, J.B.: Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence. Oxford University Press, Oxford (2003)CrossRef
28.
Zurück zum Zitat Rabe-Hesketh, S., Everitt, B.: Handbook of Statistical Analyses Using Stata. Chapman and Hall/CRC, Boca Raton (2003) Rabe-Hesketh, S., Everitt, B.: Handbook of Statistical Analyses Using Stata. Chapman and Hall/CRC, Boca Raton (2003)
29.
Zurück zum Zitat Lambert, P.C., Royston, P.: Further development of flexible parametric models for survival analysis. Stata J. 9, 265–290 (2009) Lambert, P.C., Royston, P.: Further development of flexible parametric models for survival analysis. Stata J. 9, 265–290 (2009)
30.
Zurück zum Zitat Royston, P.: Flexible parametric alternatives to the cox model, and more. Stata J. 1, 1–28 (2001) Royston, P.: Flexible parametric alternatives to the cox model, and more. Stata J. 1, 1–28 (2001)
31.
Zurück zum Zitat Sherbourne, C.D., Stewart, A.L.: The MOS social support survey. Soc. Sci. Med. 32, 705–714 (1991)CrossRef Sherbourne, C.D., Stewart, A.L.: The MOS social support survey. Soc. Sci. Med. 32, 705–714 (1991)CrossRef
32.
Zurück zum Zitat Winstead, V., Yost, E.A., Cotten, S.R., Berkowsky, R.W., Anderson, W.A.: The impact of activity interventions on the well-being of older adults in continuing care communities. J. Appl. Gerontol. 33, 888–911 (2014)CrossRef Winstead, V., Yost, E.A., Cotten, S.R., Berkowsky, R.W., Anderson, W.A.: The impact of activity interventions on the well-being of older adults in continuing care communities. J. Appl. Gerontol. 33, 888–911 (2014)CrossRef
Metadaten
Titel
Signing Off: Predicting Discontinued ICT Usage Among Older Adults in Assisted and Independent Living
verfasst von
Ronald W. Berkowsky
R. V. Rikard
Shelia R. Cotten
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-20913-5_36

Neuer Inhalt