IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i12p4904-d372133.html
   My bibliography  Save this article

Facilitating Physical Activity through On-Site Quantified-Self Data Sharing

Author

Listed:
  • Nan Yang

    (Department of Industrial Design, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands)

  • Gerbrand van Hout

    (Obesity Center, Catharina Hospital, 5623 EJ Eindhoven, The Netherlands)

  • Loe Feijs

    (Department of Industrial Design, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands)

  • Wei Chen

    (Department of Electronic Engineering, Fudan University, Shanghai 200433, China)

  • Jun Hu

    (Department of Industrial Design, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands)

Abstract

With the development of sensing technology and the popularization of quantified-self devices, there are increasing types of health-related data that can be sensed, visualized and presented to the user. However, most existing quantified-self applications are designed to support self-management and self-reflection; only a few studies so far have investigated the social aspect of quantified-self data. In this study, we investigated the social role of quantified-self data by introducing the design and evaluation of SocialBike—a digitally augmented bicycle that aims to increase the user’s intrinsic motivation in physical activity through on-site quantified-self data sharing. We conducted a controlled experiment on a cycling simulation system. Two forms of SocialBike’s on-bike display were evaluated with 36 participants. We used the Intrinsic Motivation Inventory to collect quantitative data about users’ intrinsic motivation in physical activity; the cycling simulation system recorded quantitative data about user behavior. Qualitative data was collected through semi-structured interviews. We conducted paired sample t-test to analyze both types of quantitative data; qualitative data were analyzed by the method of thematic analysis. The results show that SocialBike’s front display significantly increased users’ intrinsic motivation in physical activity. A total of nine themes were identified from the qualitative analysis, providing supplementary explanations for the quantitative results and additional insights into the overall design.

Suggested Citation

  • Nan Yang & Gerbrand van Hout & Loe Feijs & Wei Chen & Jun Hu, 2020. "Facilitating Physical Activity through On-Site Quantified-Self Data Sharing," Sustainability, MDPI, vol. 12(12), pages 1-21, June.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:12:p:4904-:d:372133
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/12/4904/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/12/4904/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Felix Anand Epp, 2019. "Expressive Wearables: Practices-Oriented Codesign for New Forms of Social Mobile Technology," International Journal of Mobile Human Computer Interaction (IJMHCI), IGI Global, vol. 11(4), pages 1-15, October.
    2. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    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. Rahman, Shaikh Moksadur, 2020. "Relationship between Job Satisfaction and Turnover Intention: Evidence from Bangladesh," Asian Business Review, Asian Business Consortium, vol. 10(2), pages 99-108.
    2. Naveena Prakasam & Louisa Huxtable-Thomas, 2021. "Reddit: Affordances as an Enabler for Shifting Loyalties," Information Systems Frontiers, Springer, vol. 23(3), pages 723-751, June.
    3. Valeriy Makarov & Albert Bakhtizin, 2014. "The Estimation Of The Regions’ Efficiency Of The Russian Federation Including The Intellectual Capital, The Characteristics Of Readiness For Innovation, Level Of Well-Being, And Quality Of Life," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(4), pages 9-30.
    4. Kristine Edgar Danielyan & Samvel Grigoriy Chailyan, 2019. "Delineation of Effectors Impact on The Human Brain Derived Phosphoribosylpyrophosphate Synthetase-1 Activity," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 24(1), pages 17918-17926, December.
    5. Chuan Wang & Yupeng Liu & Wen Hou & Chao Yu & Guorong Wang & Yuyan Zheng, 2021. "Reliability and availability modeling of Subsea Autonomous High Integrity Pressure Protection System with partial stroke test by Dynamic Bayesian," Journal of Risk and Reliability, , vol. 235(2), pages 268-281, April.
    6. Sana Sadiq & Khadija Anasse & Najib Slimani, 2022. "The impact of mobile phones on high school students: connecting the research dots," Technium Social Sciences Journal, Technium Science, vol. 30(1), pages 252-270, April.
    7. Jascha-Alexander Koch & Michael Siering, 2019. "The recipe of successful crowdfunding campaigns," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 661-679, December.
    8. Martins, José & Costa, Catarina & Oliveira, Tiago & Gonçalves, Ramiro & Branco, Frederico, 2019. "How smartphone advertising influences consumers' purchase intention," Journal of Business Research, Elsevier, vol. 94(C), pages 378-387.
    9. Wu, Bing & Yip, Tsz Leung & Yan, Xinping & Guedes Soares, C., 2022. "Review of techniques and challenges of human and organizational factors analysis in maritime transportation," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    10. Zarei, Esmaeil & Khan, Faisal & Abbassi, Rouzbeh, 2021. "Importance of human reliability in process operation: A critical analysis," Reliability Engineering and System Safety, Elsevier, vol. 211(C).
    11. Bilgihan, Anil & Barreda, Albert & Okumus, Fevzi & Nusair, Khaldoon, 2016. "Consumer perception of knowledge-sharing in travel-related Online Social Networks," Tourism Management, Elsevier, vol. 52(C), pages 287-296.
    12. Géraldine Boué & Enda Cummins & Sandrine Guillou & Jean‐Philippe Antignac & Bruno Le Bizec & Jeanne‐Marie Membré, 2017. "Development and Application of a Probabilistic Risk–Benefit Assessment Model for Infant Feeding Integrating Microbiological, Nutritional, and Chemical Components," Risk Analysis, John Wiley & Sons, vol. 37(12), pages 2360-2388, December.
    13. Leila Tavakoli & Hamed Zamani & Falk Scholer & William Bruce Croft & Mark Sanderson, 2022. "Analyzing clarification in asynchronous information‐seeking conversations," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(3), pages 449-471, March.
    14. Chiara Francalanci & Ajaz Hussain, 2016. "Discovering social influencers with network visualization: evidence from the tourism domain," Information Technology & Tourism, Springer, vol. 16(1), pages 103-125, March.
    15. Lutz, Christoph & Newlands, Gemma, 2018. "Consumer segmentation within the sharing economy: The case of Airbnb," Journal of Business Research, Elsevier, vol. 88(C), pages 187-196.
    16. van Weeghel, H.J.E. & Bos, A.P. & Jansen, M.H. & Ursinus, W.W. & Groot Koerkamp, P.W.G., 2021. "Good animal welfare by design: An approach to incorporate animal capacities in engineering design," Agricultural Systems, Elsevier, vol. 191(C).
    17. Cocoradă, Elena & Maican, Cătălin Ioan & Cazan, Ana-Maria & Maican, Maria Anca, 2018. "Assessing the smartphone addiction risk and its associations with personality traits among adolescents," Children and Youth Services Review, Elsevier, vol. 93(C), pages 345-354.
    18. Óscar Chiva-Bartoll & Honorato Morente-Oria & Francisco Tomás González-Fernández & Pedro Jesús Ruiz-Montero, 2020. "Anxiety and Bodily Pain in Older Women Participants in a Physical Education Program. A Multiple Moderated Mediation Analysis," Sustainability, MDPI, vol. 12(10), pages 1-12, May.
    19. George Momanyi & Maureen Adoyo & Eunice Mwangi & Dennis Mokua, 2017. "Strengthening Strategic Reward Framework in Health Systems: A Survey of Narok County, Kenya," Global Journal of Health Science, Canadian Center of Science and Education, vol. 9(1), pages 181-181, January.
    20. Alfano, Vincenzo & Cicatiello, Lorenzo & Gaeta, Giuseppe Lucio & Pinto, Mauro, 2019. "The gender wage gap among PhD holders: an empirical examination based on Italian data," GLO Discussion Paper Series 393, Global Labor Organization (GLO).

    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:gam:jsusta:v:12:y:2020:i:12:p:4904-:d:372133. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.