Swapping 5G for 3G: Motivations, Experiences, and Implications of Contemporary Dumbphone Adoption
Article No.: 125, Pages 1 - 40
Abstract
In highly developed countries where smartphones are both accessible and expected, why are some individuals still choosing to use dumbphones? Dumbphones, as an anachronistic (or, outdated) technology are an unusual choice when many government systems, business services, and interpersonal relationships make use of the diverse communication methods presented by smartphones. However, dumbphones are increasingly (re)adopted by individuals seeking, among other motivations, a low-distraction digital handset. We investigate the phenomenon of designer dumbphones, or newly developed dumbphones redesigned to meet the needs of dumbphone users, despite dumbphone-unfriendly current technical infrastructural. We report on the results of interviews with eight traditional dumbphone users, five designer dumbphone users, and two designer dumbphone developers. Our findings highlight both the impact of the digital disconnection movement and dumbphones as tools for mental and physical health, practicing religious devotion, and enacting political disaffiliation. Our analysis takes into account experiences of isolation during the COVID-19 pandemic, and the kinds of privilege needed to choose digital disconnection, along with the interpersonal complications that result from doing so. This work contributes to conversations around volitional technical (non)use and disputes the notion that increased communication leads to richer interpersonal interaction. As dumbphone (re)adoption begins to trend in popular media, our goal is to uncover potential sites of digital disconnection and understand how different groups of individuals might experience those sites.
References
[1]
Sara Ahmed. 2019. What's the use? on the uses of use. Duke University Press, Durham.
[2]
Khaldoun Aldiabat and Carole-Lynne Le Navenec. 2018. Data Saturation: The Mysterious Step In Grounded Theory Method. The Qualitative Report (Jan. 2018). https://doi.org/10.46743/2160--3715/2018.2994
[3]
Julie H. Aranda and Safia Baig. 2018. Toward "JOMO": the joy of missing out and the freedom of disconnecting. In Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services. ACM, Barcelona Spain, 1--8. https://doi.org/10.1145/3229434.3229468
[4]
L. Augustin, B. Kokoschko, M. Wiesner, and M. Schabacker. 2020. TOWARD A COMPREHENSIVE DEFINITION OF THE NON-USER. Proceedings of the Design Society: DESIGN Conference, Vol. 1 (May 2020), 1853--1862. https://doi.org/10.1017/dsd.2020.124
[5]
Jeffrey Bardzell and Shaowen Bardzell. 2015. The User Reconfigured: On Subjectivities of Information. Aarhus Series on Human Centered Computing, Vol. 1, 1 (Oct. 2015), 12. https://doi.org/10.7146/aahcc.v1i1.21298
[6]
Eric P.S. Baumer and M. Six Silberman. 2011. When the implication is not to design (technology). In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, Vancouver BC Canada, 2271--2274. https://doi.org/10.1145/1978942.1979275
[7]
Eric P. S. Baumer. 2018. Socioeconomic Inequalities in the Non use of Facebook. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM, Montreal QC Canada, 1--14. https://doi.org/10.1145/3173574.3174190
[8]
Suzanne Bearne. 2022. Not smart but clever? The return of 'dumbphones'. BBC News (March 2022). https://www.bbc.com/news/business-60763168
[9]
Virginia Braun, Victoria Clarke, Nikki Hayfield, and Gareth Terry. 2019. Thematic Analysis. In Handbook of Research Methods in Health Social Sciences, Pranee Liamputtong (Ed.). Springer Singapore, Singapore, 843--860. https://doi.org/10.1007/978--981--10--5251--4_103
[10]
Susanne Bødker. 2006. When second wave HCI meets third wave challenges. In Proceedings of the 4th Nordic conference on Human-computer interaction changing roles - NordiCHI '06. ACM Press, Oslo, Norway, 1--8. https://doi.org/10.1145/1182475.1182476
[11]
Heidi Campbell and Ruth Tsuria. 2021. Digital religion: understanding religious practice in digital media. https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2914865 OCLC: 1264719669.
[12]
Iris Cao. 2020. Why Big Tech Is Striving for the World without Password. EnvZone (June 2020). https://envzone.com/why-big-tech-is-striving-for-the-world-without-password/ Section: Entrepreneur Insights.
[13]
Arul Chib, Ming Wei Ang, Gabrielle C. Ibasco, and Hoan Nguyen. 2021. Mobile Media (Non-)Use as Expression of Agency. Mass Communication and Society, Vol. 24, 6 (Nov. 2021), 818--842. https://doi.org/10.1080/15205436.2021.1970187
[14]
Rob Comber, Airi Lampinen, and Jesse Haapoja. 2019. Towards Post-Interaction Computing: Addressing Immediacy, (un)Intentionality, Instability and Interaction Effects. In Proceedings of the Halfway to the Future Symposium 2019. ACM, Nottingham United Kingdom, 1--8. https://doi.org/10.1145/3363384.3363477
[15]
Kathrin M Cresswell, Allison Worth, and Aziz Sheikh. 2010. Actor-Network Theory and its role in understanding the implementation of information technology developments in healthcare. BMC Medical Informatics and Decision Making, Vol. 10, 1 (Dec. 2010), 67. https://doi.org/10.1186/1472--6947--10--67
[16]
Fred D. Davis. 1989. Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Quarterly, Vol. 13, 3 (Sept. 1989), 319. https://doi.org/10.2307/249008
[17]
Anke Dittmar and Judy Bowen. 2017. Understanding Active Non-Use through the Framework of Complex Design Spaces. In Proceedings of the European Conference on Cognitive Ergonomics 2017. ACM, Umeå Sweden, 146--149. https://doi.org/10.1145/3121283.3121301
[18]
Rosalind Edwards and Janet Holland. 2013. What is qualitative interviewing? Bloomsbury, London : New Delhi. OCLC: ocn855705441.
[19]
Ame Elliot. 2016. Privacy and Threat in Practice: Mobile Messaging by Łow-Income New Yorkers. (2016). https://atc.usenix.org/conference/usenixsecurity16/technical-sessions/presentation/elliot
[20]
Max Fletcher. 2022. Even a mugger didn't want my old Nokia. So why are so many people turning to ?dumbphones'? The Guardian (March 2022). https://www.theguardian.com/commentisfree/2022/mar/29/mugger-nokia-dumbphones
[21]
Uwe Flick. 2009. An introduction to qualitative research. https://nls.ldls.org.uk/welcome.html?ark:/81055/vdc_100025409254.0x000001 OCLC: 1052103480.
[22]
Uwe Flick. 2018. Doing grounded theory 2nd edition ed.). Number 8. volume in The SAGE qualitative research kit / edited by Uwe Flick. SAGE, Los Angeles London New Dehli Singapore Washington DC Melbourne.
[23]
Rayvon Fouché. 2011. Analog Turns Digital: Hip-Hop, Technology, and the Maintenance of Racial Authenticity. Oxford University Press. https://doi.org/10.1093/oxfordhb/9780195388947.013.0108
[24]
Lulu Garcia-Navarro, Rhiannon Corby, Anabel Bacon, Kaari Pitkin, Stephanie Joyce, Carole Sabouraud, Isaac Jones, Sonia Herrero, and Pat McCusker. 2023. Opinion textbar The Teenager Leading the Smartphone Liberation Movement. The New York Times (Feb. 2023). https://www.nytimes.com/2023/02/02/opinion/teen-luddite-smartphones.html
[25]
Cristina Ghita and Claes Thorén. 2021. Going cold turkey!: An autoethnographic exploration of digital disengagement. Nordicom Review, Vol. 42, s4 (Sept. 2021), 152--167. https://doi.org/10.2478/nor-2021-0047
[26]
Lisa M. Given (Ed.). 2008. The Sage encyclopedia of qualitative research methods. Sage Publications, Los Angeles, Calif.
[27]
Mark S. Granovetter. 1973. The Strength of Weak Ties. Amer. J. Sociology, Vol. 78, 6 (May 1973), 1360--1380. https://doi.org/10.1086/225469
[28]
James G. Greeno, Allan M. Collins, and Lauren B. Resnick. 2013. Cognition and Learning. In Handbook of Educational Psychology 0 ed.), David C. Berliner and Robert C. Calfee (Eds.). Routledge, 23--54. https://doi.org/10.4324/9780203053874--8
[29]
Greg Guest, Emily Namey, and Mario Chen. 2020. A simple method to assess and report thematic saturation in qualitative research. PLOS ONE, Vol. 15, 5 (May 2020), e0232076. https://doi.org/10.1371/journal.pone.0232076
[30]
Joseph Guiltinan. 2009. Creative Destruction and Destructive Creations: Environmental Ethics and Planned Obsolescence. Journal of Business Ethics, Vol. 89, 1 (May 2009), 19--28. https://doi.org/10.1007/s10551-008--9907--9
[31]
Ellie Harmon and Melissa Mazmanian. 2013. Stories of the Smartphone in everyday discourse: conflict, tension & instability. In Proceedings of the SIGCHI conference on human factors in computing systems. 1051--1060.
[32]
Markham Heid. 2018. Should I Ditch My Smartphone? TIME (May 2018). https://time.com/5278465/ditch-smartphone-dumb-phone/
[33]
Pepita Hesselberth. 2018. Discourses on disconnectivity and the right to disconnect. New Media & Society, Vol. 20, 5 (May 2018), 1994--2010. https://doi.org/10.1177/1461444817711449
[34]
Alexis Hiniker, Sungsoo (Ray) Hong, Tadayoshi Kohno, and Julie A. Kientz. 2016. MyTime: Designing and Evaluating an Intervention for Smartphone Non-Use. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. ACM, San Jose California USA, 4746--4757. https://doi.org/10.1145/2858036.2858403
[35]
Kasper Hornbæk and Morten Hertzum. 2017. Technology Acceptance and User Experience: A Review of the Experiential Component in HCI. ACM Transactions on Computer-Human Interaction, Vol. 24, 5 (Nov. 2017), 1--30. https://doi.org/10.1145/3127358
[36]
Robert Jensen. 2007. The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector. The Quarterly Journal of Economics, Vol. 122, 3 (2007), 879--924. https://www.jstor.org/stable/25098864 Publisher: Oxford University Press.
[37]
Nina Kahma and Kaisa Matschoss. 2017. The rejection of innovations? Rethinking technology diffusion and the non-use of smart energy services in Finland. Energy Research & Social Science, Vol. 34 (Dec. 2017), 27--36. https://doi.org/10.1016/j.erss.2017.05.024
[38]
Bran Knowles and Vicki L. Hanson. 2018. The wisdom of older technology (non)users. Commun. ACM, Vol. 61, 3 (Feb. 2018), 72--77. https://doi.org/10.1145/3179995
[39]
Alina Krischkowsky, Verena Fuchsberger, and Manfred Tscheligi. 2021. Making Un-Use: When Humans Disengage with Technology. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, Yokohama Japan, 1--10. https://doi.org/10.1145/3411764.3445136
[40]
Bruno Latour. 2017. On Actor-Network Theory. A Few Clarifications, Plus More Than a Few Complications. Philosophical Literary Journal Logos, Vol. 27, 1 (2017), 173--197. https://doi.org/10.22394/0869--5377--2017--1--173--197
[41]
Alex Leavitt. 2014. When the User Disappears: Situational Non-Use of Social Technologies. In Refusing, Limiting, Departing Workshop Proceedings. Proceedings of the Workshop on Refusing, Limiting, Departing co-located with the ACM Conference on Human Factors in Computing Systems (CHI 2014), Toronto, Canada, April 26, 2014. 3.
[42]
Uichin Lee, Subin Yang, Minsam Ko, and Joonwon Lee. 2014. Supporting Temporary Non-Use of Smartphones., Vol. Refusing, Limiting, Departing Workshop Proceedings. Proceedings of the Workshop on Refusing, Limiting, Departing co-located with the ACM Conference on Human Factors in Computing Systems (CHI 2014), Toronto, Canada, April 26, 2014. (2014), 4.
[43]
Karen E.C. Levy. 2015. The user as network. First Monday (Nov. 2015). https://doi.org/10.5210/fm.v20i11.6281
[44]
Merlyna Lim. 2020. The politics and perils of dis/connection in the Global South. Media, Culture & Society, Vol. 42, 4 (May 2020), 618--625. https://doi.org/10.1177/0163443720914032
[45]
Cindy Lin and Silvia Margot Lindtner. 2021. Techniques of Use: Confronting Value Systems of Productivity, Progress, and Usefulness in Computing and Design. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, Yokohama Japan, 1--16. https://doi.org/10.1145/3411764.3445237
[46]
Andrés Lucero. 2018. Living Without a Mobile Phone: An Autoethnography. In Proceedings of the 2018 Designing Interactive Systems Conference. ACM, Hong Kong China, 765--776. https://doi.org/10.1145/3196709.3196731
[47]
Alexey N. Medvedev, Renaud Lambiotte, and Jean-Charles Delvenne. 2019. The Anatomy of Reddit: An Overview of Academic Research. In Dynamics On and Of Complex Networks III, Fakhteh Ghanbarnejad, Rishiraj Saha Roy, Fariba Karimi, Jean-Charles Delvenne, and Bivas Mitra (Eds.). Springer International Publishing, Cham, 183--204. https://doi.org/10.1007/978--3-030--14683--2_9 Series Title: Springer Proceedings in Complexity.
[48]
Michael Muller. 2014. Curiosity, Creativity, and Surprise as Analytic Tools: Grounded Theory Method. In Ways of Knowing in HCI, Judith S. Olson and Wendy A. Kellogg (Eds.). Springer New York, New York, NY, 25--48. https://doi.org/10.1007/978--1--4939-0378--8_2 Type: 10.1007/978--1--4939-0378--8_2.
[49]
Helen Fay Nissenbaum. 2010. Privacy in context: technology, policy, and the integrity of social life. Stanford Law Books, Stanford, Calif.
[50]
Pew Research Organization. 2021. 2021 Mobile Fact Sheet. https://www.pewresearch.org/internet/fact-sheet/mobile/
[51]
Gustav Peebles. 2021. Banking on Digital Money: Swedish Cashlessness and the Fraying Currency Tether. Cultural Anthropology, Vol. 36, 1 (Feb. 2021). https://doi.org/10.14506/ca36.1.01
[52]
James Pierce. 2012. Undesigning technology: considering the negation of design by design. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, Austin Texas USA, 957--966. https://doi.org/10.1145/2207676.2208540
[53]
Ethan Plaut. 2014. The Will and Ways To Avoid Communication: Commitment Devices of Non-Use and Disconnection., Vol. Refusing, Limiting, Departing Workshop Proceedings. Proceedings of the Workshop on Refusing, Limiting, Departing co-located with the ACM Conference on Human Factors in Computing Systems (CHI 2014), Toronto, Canada, April 26, 2014. (2014), 4.
[54]
Laura Portwood-Stacer. 2013. Media refusal and conspicuous non-consumption: The performative and political dimensions of Facebook abstention. New Media & Society, Vol. 15, 7 (Nov. 2013), 1041--1057. https://doi.org/10.1177/1461444812465139
[55]
Nicholas Proferes, Naiyan Jones, Sarah Gilbert, Casey Fiesler, and Michael Zimmer. 2021. Studying Reddit: A Systematic Overview of Disciplines, Approaches, Methods, and Ethics. Social Media Society, Vol. 7, 2 (April 2021), 205630512110190. https://doi.org/10.1177/20563051211019004
[56]
Theda Radtke, Theresa Apel, Konstantin Schenkel, Jan Keller, and Eike von Lindern. 2022. Digital detox: An effective solution in the smartphone era? A systematic literature review. Mobile Media & Communication, Vol. 10, 2 (May 2022), 190--215. https://doi.org/10.1177/20501579211028647 Publisher: SAGE Publications.
[57]
Rivka Ribak and Michele Rosenthal. 2015. Smartphone resistance as media ambivalence. First Monday (Nov. 2015). https://doi.org/10.5210/fm.v20i11.6307
[58]
Hananel Rosenberg and Kalia Vogelman-Natan. 2022. The (other) two percent also matter: The construction of mobile phone refusers. Mobile Media & Communication, Vol. 10, 2 (May 2022), 216--234. https://doi.org/10.1177/20501579211033885
[59]
Christine Satchell and Paul Dourish. 2009. Beyond the user: use and non-use in HCI. In Proceedings of the 21st Annual Conference of the Australian Computer-Human Interaction Special Interest Group on Design: Open 24/7 - OZCHI '09. ACM Press, Melbourne, Australia, 9. https://doi.org/10.1145/1738826.1738829
[60]
Benjamin Saunders, Julius Sim, Tom Kingstone, Shula Baker, Jackie Waterfield, Bernadette Bartlam, Heather Burroughs, and Clare Jinks. 2018. Saturation in qualitative research: exploring its conceptualization and operationalization. Quality & Quantity, Vol. 52, 4 (July 2018), 1893--1907. https://doi.org/10.1007/s11135-017-0574--8
[61]
Devansh Saxena, Patrick Skeba, Shion Guha, and Eric P. S. Baumer. 2020. Methods for Generating Typologies of Non/use. Proceedings of the ACM on Human-Computer Interaction, Vol. 4, CSCW1 (May 2020), 1--26. https://doi.org/10.1145/3392832
[62]
Itamar Shatz. 2017. Fast, Free, and Targeted: Reddit as a Source for Recruiting Participants Online. Social Science Computer Review, Vol. 35, 4 (Aug. 2017), 537--549. https://doi.org/10.1177/0894439316650163
[63]
Bradd Shore and Jerome S. Bruner. 1998. Culture in mind: cognition, culture, and the problem of meaning 1. iss. as an oxford univ. press paperback ed.). Oxford Univ. Press, New York, NY. OCLC: 248200407.
[64]
T. T. Sreekumar. 2011. Mobile Phones and the Cultural Ecology of Fishing in Kerala, India. The Information Society, Vol. 27, 3 (April 2011), 172--180. https://doi.org/10.1080/01972243.2011.566756 Publisher: Routledge _eprint: https://doi.org/10.1080/01972243.2011.566756.
[65]
Janaki Srinivasan and Jenna Burrell. 2015. On the Importance of Price Information to Fishers and to Economists: Revisiting Mobile Phone Use Among Fishers in Kerala. Information Technologies, Vol. 11, 1 (2015), 57--70.
[66]
Wirecutter Staff. 2023. The 5 Best Smartwatches and Phones for Kids in 2023 textbar Reviews by Wirecutter. https://www.nytimes.com/wirecutter/reviews/best-phones-for-kids/
[67]
Jacques Steyn. 2016. A Critique of the Claims about Mobile Phones and Kerala Fisherman: The Importance of the Context of Complex Social Systems. THE ELECTRONIC JOURNAL OF INFORMATION SYSTEMS IN DEVELOPING COUNTRIES, Vol. 74, 1 (2016), 1--31. https://doi.org/10.1002/j.1681--4835.2016.tb00537.x _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/j.1681--4835.2016.tb00537.x.
[68]
Anselm L. Strauss and Juliet M. Corbin (Eds.). 1997. Grounded theory in practice. Sage Publications, Thousand Oaks.
[69]
Lucille Alice Suchman. 2007. Human-machine reconfigurations: plans and situated actions 2nd ed ed.). Cambridge University Press, Cambridge ; New York. OCLC: ocm64592145.
[70]
Selwa Sweidan and Karlynne Ejercito. 2022. Non-user. Internet Policy Review, Vol. 11, 2 (April 2022). https://doi.org/10.14763/2022.2.1663
[71]
Trine Syvertsen. 2020. Digital Detox: The Politics of Disconnecting. Emerald Group Publishing. Google-Books-ID: FN7WDwAAQBAJ.
[72]
Claes Thorén, Mats Edenius, Jenny Eriksson Lundström, and Andreas Kitzmann. 2019. The hipster's dilemma: What is analogue or digital in the post-digital society? Convergence: The International Journal of Research into New Media Technologies, Vol. 25, 2 (April 2019), 324--339. https://doi.org/10.1177/1354856517713139
[73]
Claes Thorén and Andreas Kitzmann. 2015. Replicants, imposters and the real deal: Issues of non-use and technology resistance in vintage and software instruments. First Monday (Nov. 2015). https://doi.org/10.5210/fm.v20i11.6302
[74]
Emiliano Treré. 2021. Intensification, discovery and abandonment: Unearthing global ecologies of dis/connection in pandemic times. Convergence: The International Journal of Research into New Media Technologies, Vol. 27, 6 (Dec. 2021), 1663--1677. https://doi.org/10.1177/13548565211036804
[75]
Wannes Vermandere. 2016. Smarter with a Dumbphone? : Kwalitatief onderzoek naar motieven van Vlamingen om hun smartphone in te ruilen voor een dumphone. (2016). http://lib.ugent.be/catalog/rug01:002305326 Publisher: 2016.
[76]
Brandon Vigliarolo. 2022. FIDO Alliance says it has finally killed the password. The Register (March 2022). https://www.theregister.com/2022/03/21/fido_password_killer/
[77]
Susann Wagenknecht. 2018. Beyond non-/use: The affected bystander and her escalation. New Media & Society, Vol. 20, 7 (July 2018), 2235--2251. https://doi.org/10.1177/1461444817708775
[78]
Langdon Winner. 1980. Do Artifacts Have Politics? Daedalus, Vol. 109, 1 (1980), 121--136. https://doi.org/stable/20024652.
[79]
Oskar Wolski. 2022. The right to stay offline? Not during the pandemic. Journal of Information Technology & Politics, Vol. 19, 2 (April 2022), 140--155. https://doi.org/10.1080/19331681.2021.1936845
[80]
Allison Woodruff, Sally Augustin, and Brooke Foucault. 2007. Sabbath day home automation: "it's like mixing technology and religion". In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM, San Jose California USA, 527--536. https://doi.org/10.1145/1240624.1240710
[81]
Steve Woolgar and Geoff Cooper. 1999. Do Artefacts Have Ambivalence: Moses' Bridges, Winner's Bridges and other Urban Legends in S&TS. Social Studies of Science, Vol. 29, 3 (June 1999), 433--449. https://doi.org/10.1177/030631299029003005
[82]
Sally Wyatt. 2005. Non-Users AIso Matter: The Construction of Users and Non-Users of the Internet. In Now Users Matter: The Co-construction of Users and Technology 2005 ed.), Nelly Oudshoorn and Trevor Pinch (Eds.). MIT Press, 8.
[83]
Susan Wyche. 2017. Exploring Women's Everyday Mobile Phone Experiences in Nairobi, Kenya. Interacting with Computers, Vol. 29, 3 (May 2017), 391--402. https://doi.org/10.1093/iwc/iww028
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