IDEAS home Printed from https://ideas.repec.org/a/prg/jnlaip/v2025y2025i1id258p155-173.html
   My bibliography  Save this article

Explanatory Model of Awareness Factors of Smart Technologies for Independent Living at Home in Later Life

Author

Listed:
  • Natalija Rebrica
  • Andraž Petrovčič
  • Urška Tuškej Lovšin

Abstract

Background: Despite the rapid development of Smart Technologies for Independent Living at Home (STILH) among older adults, their market is still underdeveloped. Low awareness is one of the key reasons for the slow uptake of STILH in later life. A significant gap exists in the literature regarding the factors that shape older adults' awareness of STILH. Objective: The aim is to provide a conceptual overview and empirical test of awareness factors of STILH in later life. An explanatory model is proposed by integrating insights from consumer behaviour, information processing and technology adoption models. Methods: The model is tested with structural equation modelling based on survey data from a sample of 1200 internet users aged 55+ in June 2024. Results: The results support all the proposed hypotheses, indicating that exposure to information about STILH, source expertise, self-source congruity and individuals' innovativeness directly influence awareness of STILH. Moreover, inherent novelty seeking and self-efficacy influence individuals' innovativeness, and together with self-source congruity and source expertise positively affect exposure to information about STILH. Conclusion: Based on the study results, interventions can be tailored to help scale up STILH more efficiently, ultimately improving quality of life.

Suggested Citation

  • Natalija Rebrica & Andraž Petrovčič & Urška Tuškej Lovšin, 2025. "Explanatory Model of Awareness Factors of Smart Technologies for Independent Living at Home in Later Life," Acta Informatica Pragensia, Prague University of Economics and Business, vol. 2025(1), pages 155-173.
    • Handle: RePEc:prg:jnlaip:v:2025:y:2025:i:1:id:258:p:155-173
    DOI: 10.18267/j.aip.258
    as

    Download full text from publisher

    File URL: http://aip.vse.cz/doi/10.18267/j.aip.258.html
    Download Restriction: free of charge
    File URL: http://aip.vse.cz/doi/10.18267/j.aip.258.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.18267/j.aip.258?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    2. Osnat Roth-Cohen & Shalom Levy & Avi Zigdon, 2021. "The Mediated Role of Credibility on Information Sources and Patient Awareness toward Patient Rights," IJERPH, MDPI, vol. 18(16), pages 1-15, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sonia Nawrocka & Hans De Witte & Margherita Pasini & Margherita Brondino, 2023. "A Person-Centered Approach to Job Insecurity: Is There a Reciprocal Relationship between the Quantitative and Qualitative Dimensions of Job Insecurity?," IJERPH, MDPI, vol. 20(7), pages 1-27, March.
    2. Lea Marie Heidbreder & Josephine Tröger & Manfred Schmitt, 2023. "Exploring the psychological antecedents of private and public sphere behaviours to reduce household plastic consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3405-3428, April.
    3. Md. Mominur Rahman & Bilkis Akhter, 2021. "The impact of investment in human capital on bank performance: evidence from Bangladesh," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    4. Darío Moreno-Agostino & Francisco José Abad & Francisco Félix Caballero, 2022. "Evidence on the Bidirectional Relationship Between Health and Life Satisfaction in Older Adults," Journal of Happiness Studies, Springer, vol. 23(4), pages 1561-1577, April.
    5. Florian Schuberth & Jörg Henseler & Theo K. Dijkstra, 2018. "Partial least squares path modeling using ordinal categorical indicators," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(1), pages 9-35, January.
    6. Darren Haywood & Frank D. Baughman & Barbara A. Mullan & Karen R. Heslop, 2021. "One p -Factor for All? Exploring the Applicability of Structural Models of Psychopathology within Subgroups of a Population," IJERPH, MDPI, vol. 18(13), pages 1-22, July.
    7. Masashi Soga & Kevin J. Gaston & Yuichi Yamaura & Kiyo Kurisu & Keisuke Hanaki, 2016. "Both Direct and Vicarious Experiences of Nature Affect Children’s Willingness to Conserve Biodiversity," IJERPH, MDPI, vol. 13(6), pages 1-12, May.
    8. Erceg, Nikola & Galić, Zvonimir & Bubić, Andreja, 2022. "Normative responding on cognitive bias tasks: Some evidence for a weak rationality factor that is mostly explained by numeracy and actively open-minded thinking," Intelligence, Elsevier, vol. 90(C).
    9. Deutsch, Eliza S. & Alameddine, Ibrahim & Qian, Song S., 2020. "Using structural equation modeling to better understand microcystis biovolume dynamics in a mediterranean hypereutrophic reservoir," Ecological Modelling, Elsevier, vol. 435(C).
    10. César Merino-Soto & Gina Chávez-Ventura & Verónica López-Fernández & Guillermo M. Chans & Filiberto Toledano-Toledano, 2022. "Learning Self-Regulation Questionnaire (SRQ-L): Psychometric and Measurement Invariance Evidence in Peruvian Undergraduate Students," Sustainability, MDPI, vol. 14(18), pages 1-17, September.
    11. Teng Yu & Yajun Zhang & Ai Ping Teoh & Anchao Wang & Chengliang Wang, 2023. "Factors Influencing University Students’ Behavioral Intention to Use Electric Car-Sharing Services in Guangzhou, China," SAGE Open, , vol. 13(4), pages 21582440231, November.
    12. Adam P. McGuire & Candice L. Hayden & Rawda Tomoum & A. Solomon Kurz, 2022. "Development and Validation of the State Moral Elevation Scale: Assessing State-Level Elevation Across Nonclinical and Clinical Samples," Journal of Happiness Studies, Springer, vol. 23(6), pages 2923-2946, August.
    13. Corinne E Zachry & Le Vy Phan & Laura E R Blackie & Eranda Jayawickreme, 2018. "Situation-Based Contingencies Underlying Wisdom-Content Manifestations: Examining Intellectual Humility in Daily Life," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 73(8), pages 1404-1415.
    14. Leong, Rachel A.T. & Fung, Tze Kwan & Sachidhanandam, Uma & Drillet, Zuzana & Edwards, Peter J. & Richards, Daniel R., 2020. "Use of structural equation modeling to explore influences on perceptions of ecosystem services and disservices attributed to birds in Singapore," Ecosystem Services, Elsevier, vol. 46(C).
    15. Aleksandra Grobelna, 2021. "Hotel Employees’ Individual Characteristics and their Service Outcomes: The Critical Role of Polychronicity," European Research Studies Journal, European Research Studies Journal, vol. 0(2 - Part ), pages 28-49.
    16. Margherita Malanchini & Andrea G. Allegrini & Michel G. Nivard & Pietro Biroli & Kaili Rimfeld & Rosa Cheesman & Sophie Stumm & Perline A. Demange & Elsje Bergen & Andrew D. Grotzinger & Laurel Raffin, 2024. "Genetic associations between non-cognitive skills and academic achievement over development," Nature Human Behaviour, Nature, vol. 8(10), pages 2034-2046, October.
    17. Sebastian Kurten & David Winant & Kathleen Beullens, 2021. "Mothers Matter: Using Regression Tree Algorithms to Predict Adolescents’ Sharing of Drunk References on Social Media," IJERPH, MDPI, vol. 18(21), pages 1-16, October.
    18. Giuseppe Corbelli & Paolo Giovanni Cicirelli & Francesca D’Errico & Marinella Paciello, 2023. "Preventing Prejudice Emerging from Misleading News among Adolescents: The Role of Implicit Activation and Regulatory Self-Efficacy in Dealing with Online Misinformation," Social Sciences, MDPI, vol. 12(9), pages 1-15, August.
    19. Sandra Wajchman-Świtalska & Olga Grabowska-Chenczke & Marcin Woźniak, 2023. "Exploring the Patterns of Recreational Activity among Urban Green Spaces in Poland," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    20. Wang, Kaili & Gao, Ya & Liu, Yicong & Nurul Habib, Khandker, 2023. "Exploring the choice between in-store versus online grocery shopping through an application of Semi-Compensatory Independent Availability Logit (SCIAL) model with latent variables," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:prg:jnlaip:v:2025:y:2025:i:1:id:258:p:155-173. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stanislav Vojir (email available below). General contact details of provider: https://edirc.repec.org/data/uevsecz.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.