Predictors of seniors’ interest in assistive applications on smartphones: Evidence from a population-based survey in Slovenia

A Petrovčič*, S. Peek, V. Dolničar

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

Assistive applications (apps) on smartphones could contribute to a better quality of life for seniors living independently at home. At present, there is a lack of empirical evidence of seniors’ acceptance of such apps. The Cycle of Technology Acquirement by Independent-Living Seniors (C-TAILS) model was recently proposed for studying the interplay between acceptance factors by integrating the personal, social and technological domains of seniors’ daily lives. This study aimed to explore how four groups of factors, clustered in accordance with the C-TAILS model, predict seniors’ interest in assistive apps, on a representative sample of the Slovenian population aged 55 years or older. The 617 respondents, who were contacted though a telephone survey, answered a questionnaire about their interest in three groups of assistive apps and four groups of potentially associated acceptance factors. Three linear regression models were used to analyse the association between the factors and the seniors’ interest in the three types of assistive apps. Smartphone-related dispositional traits were the strongest predictors across all three models. Among mobile phone usage patterns, smartphone use and the breadth of mobile phone features used were significant factors, while the significance of seniors’ personal characteristics and socio-economic conditions varied across the models. Hence, awareness that these factors play different roles in the acceptance of different assistive apps is needed in order to design viable interventions for their acceptance among seniors
Original languageEnglish
Article number1623
JournalInternational Journal of Environmental Research and Public Health
Volume16
Issue number9
DOIs
Publication statusPublished - 2019

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Slovenia
Independent Living
Linear Models
Smartphone
Surveys and Questionnaires

Keywords

  • ADOPTION
  • C-TAILS model
  • CHINESE
  • GERONTECHNOLOGY ACCEPTANCE
  • HEALTH
  • OLDER-ADULTS USE
  • PERCEPTION
  • PHONES
  • SERVICES
  • SMART
  • TECHNOLOGIES
  • acceptance factors
  • assistive applications
  • population-based survey
  • seniors
  • smartphones

Cite this

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title = "Predictors of seniors’ interest in assistive applications on smartphones: Evidence from a population-based survey in Slovenia",
abstract = "Assistive applications (apps) on smartphones could contribute to a better quality of life for seniors living independently at home. At present, there is a lack of empirical evidence of seniors’ acceptance of such apps. The Cycle of Technology Acquirement by Independent-Living Seniors (C-TAILS) model was recently proposed for studying the interplay between acceptance factors by integrating the personal, social and technological domains of seniors’ daily lives. This study aimed to explore how four groups of factors, clustered in accordance with the C-TAILS model, predict seniors’ interest in assistive apps, on a representative sample of the Slovenian population aged 55 years or older. The 617 respondents, who were contacted though a telephone survey, answered a questionnaire about their interest in three groups of assistive apps and four groups of potentially associated acceptance factors. Three linear regression models were used to analyse the association between the factors and the seniors’ interest in the three types of assistive apps. Smartphone-related dispositional traits were the strongest predictors across all three models. Among mobile phone usage patterns, smartphone use and the breadth of mobile phone features used were significant factors, while the significance of seniors’ personal characteristics and socio-economic conditions varied across the models. Hence, awareness that these factors play different roles in the acceptance of different assistive apps is needed in order to design viable interventions for their acceptance among seniors",
keywords = "ADOPTION, C-TAILS model, CHINESE, GERONTECHNOLOGY ACCEPTANCE, HEALTH, OLDER-ADULTS USE, PERCEPTION, PHONES, SERVICES, SMART, TECHNOLOGIES, acceptance factors, assistive applications, population-based survey, seniors, smartphones",
author = "A Petrovčič and S. Peek and V. Dolničar",
year = "2019",
doi = "10.3390/ijerph16091623",
language = "English",
volume = "16",
journal = "International Journal of Environmental Research and Public Health",
issn = "1661-7827",
publisher = "MDPI AG",
number = "9",

}

Predictors of seniors’ interest in assistive applications on smartphones : Evidence from a population-based survey in Slovenia. / Petrovčič, A; Peek, S.; Dolničar, V.

In: International Journal of Environmental Research and Public Health, Vol. 16, No. 9, 1623, 2019.

Research output: Contribution to journalArticleScientificpeer-review

TY - JOUR

T1 - Predictors of seniors’ interest in assistive applications on smartphones

T2 - Evidence from a population-based survey in Slovenia

AU - Petrovčič, A

AU - Peek, S.

AU - Dolničar, V.

PY - 2019

Y1 - 2019

N2 - Assistive applications (apps) on smartphones could contribute to a better quality of life for seniors living independently at home. At present, there is a lack of empirical evidence of seniors’ acceptance of such apps. The Cycle of Technology Acquirement by Independent-Living Seniors (C-TAILS) model was recently proposed for studying the interplay between acceptance factors by integrating the personal, social and technological domains of seniors’ daily lives. This study aimed to explore how four groups of factors, clustered in accordance with the C-TAILS model, predict seniors’ interest in assistive apps, on a representative sample of the Slovenian population aged 55 years or older. The 617 respondents, who were contacted though a telephone survey, answered a questionnaire about their interest in three groups of assistive apps and four groups of potentially associated acceptance factors. Three linear regression models were used to analyse the association between the factors and the seniors’ interest in the three types of assistive apps. Smartphone-related dispositional traits were the strongest predictors across all three models. Among mobile phone usage patterns, smartphone use and the breadth of mobile phone features used were significant factors, while the significance of seniors’ personal characteristics and socio-economic conditions varied across the models. Hence, awareness that these factors play different roles in the acceptance of different assistive apps is needed in order to design viable interventions for their acceptance among seniors

AB - Assistive applications (apps) on smartphones could contribute to a better quality of life for seniors living independently at home. At present, there is a lack of empirical evidence of seniors’ acceptance of such apps. The Cycle of Technology Acquirement by Independent-Living Seniors (C-TAILS) model was recently proposed for studying the interplay between acceptance factors by integrating the personal, social and technological domains of seniors’ daily lives. This study aimed to explore how four groups of factors, clustered in accordance with the C-TAILS model, predict seniors’ interest in assistive apps, on a representative sample of the Slovenian population aged 55 years or older. The 617 respondents, who were contacted though a telephone survey, answered a questionnaire about their interest in three groups of assistive apps and four groups of potentially associated acceptance factors. Three linear regression models were used to analyse the association between the factors and the seniors’ interest in the three types of assistive apps. Smartphone-related dispositional traits were the strongest predictors across all three models. Among mobile phone usage patterns, smartphone use and the breadth of mobile phone features used were significant factors, while the significance of seniors’ personal characteristics and socio-economic conditions varied across the models. Hence, awareness that these factors play different roles in the acceptance of different assistive apps is needed in order to design viable interventions for their acceptance among seniors

KW - ADOPTION

KW - C-TAILS model

KW - CHINESE

KW - GERONTECHNOLOGY ACCEPTANCE

KW - HEALTH

KW - OLDER-ADULTS USE

KW - PERCEPTION

KW - PHONES

KW - SERVICES

KW - SMART

KW - TECHNOLOGIES

KW - acceptance factors

KW - assistive applications

KW - population-based survey

KW - seniors

KW - smartphones

U2 - 10.3390/ijerph16091623

DO - 10.3390/ijerph16091623

M3 - Article

VL - 16

JO - International Journal of Environmental Research and Public Health

JF - International Journal of Environmental Research and Public Health

SN - 1661-7827

IS - 9

M1 - 1623

ER -