Academic literature on the topic 'Maven (Computer file)'

Traditional data analytics tools are designed to deal with the asymmetrical type of data i.e., structured, semi-structured, and unstructured. The diverse behavior of data produced by different sources requires the selection of suitable tools. The restriction of recourses to deal with a huge volume of data is a challenge for these tools, which affects the performances of the tool’s execution time. Therefore, in the present paper, we proposed a time optimization model, shares common HDFS (Hadoop Distributed File System) between three Name-node (Master Node), three Data-node, and one Client-node. These nodes work under the DeMilitarized zone (DMZ) to maintain symmetry. Machine learning jobs are explored from an independent platform to realize this model. In the first node (Name-node 1), Mahout is installed with all machine learning libraries through the maven repositories. The second node (Name-node 2), R connected to Hadoop, is running through the shiny-server. Splunk is configured in the third node (Name-node 3) and is used to analyze the logs. Experiments are performed between the proposed and legacy model to evaluate the response time, execution time, and throughput. K-means clustering, Navies Bayes, and recommender algorithms are run on three different data sets, i.e., movie rating, newsgroup, and Spam SMS data set, representing structured, semi-structured, and unstructured data, respectively. The selection of tools defines data independence, e.g., Newsgroup data set to run on Mahout as others cannot be compatible with this data. It is evident from the outcome of the data that the performance of the proposed model establishes the hypothesis that our model overcomes the limitation of the resources of the legacy model. In addition, the proposed model can process any kind of algorithm on different sets of data, which resides in its native formats.

Abstract Summary Studying biological systems generally relies on computational modelling and simulation, e.g., model-driven discovery and hypothesis testing. Progress in standardisation efforts led to the development of interrelated file formats to exchange and reuse models in systems biology, such as SBML, the Simulation Experiment Description Markup Language (SED-ML), or the Open Modeling EXchange format (OMEX). Conducting simulation experiments based on these formats requires efficient and reusable implementations to make them accessible to the broader scientific community and to ensure the reproducibility of the results. The Systems Biology Simulation Core Library (SBSCL) provides interpreters and solvers for these standards as a versatile open-source API in JavaTM. The library simulates even complex bio-models and supports deterministic Ordinary Differential Equations (ODEs); Stochastic Differential Equations (SDEs); constraint-based analyses; recent SBML and SED-ML versions; exchange of results, and visualisation of in silico experiments; open modelling exchange formats (COMBINE archives); hierarchically structured models; and compatibility with standard testing systems, including the Systems Biology Test Suite and published models from the BioModels and BiGG databases. Availability SBSCL is freely available at https://draeger-lab.github.io/SBSCL/ and via Maven Central. Supplementary information The material available at Bioinformatics online provides details on resources and availability, implementation, support of the SBML Test Suite, BioModels, and BiGG simulations with benchmark comparisons, and comparison to other simulators with SBML support.

Son dönemlerde insan hayatı içerisinde gelişmiş uydu sistemlerinin ve insansız hava aracı teknolojilerinin kullanımı günden güne önemli derecede artmaktadır. Bu sistemler üzerinden havadan elde edilen görüntüler savunma sanayii, şehir planlama, tarım, film endüstrisi, eğlence, petrol ve maden arama gibi birçok alanda kullanılmaktadır. Bu gelişmeler doğrultusunda havadan elde edilen görüntüler üzerinde hem nitelik hem nicelik anlamında da artış olmuştur. Bununla beraber günümüzde bilgisayarlı görü dünyasında yapay zekâ algoritmaları üzerinde en çok çalışılan alanlardan biridir. Bilgisayarlı görü ile havadan elde edilen görüntüler üzerinde nesne tespit ve tanıma işlemi oldukça kolay hale gelmektedir. Bu çalışmada tek aşamalı nesne tespit modellerinden YOLOv5 ve SSD algoritmaları kullanılarak Google Earth, GF-2 ve JL-1 uyduları üzerinden toplanan görüntüler üzerinde gemi, liman, küçük araç vs gibi 15 farklı nesnenin tespit çalışmaları yapılmıştır. Google Colab platformu kullanılarak yapılan bu çalışmalarda görüntü bölme (image split) ve veri arttırımı (data augmentation) yöntemleri kullanılarak derin öğrenme modelleri üzerindeki etkisi karşılaştırılmıştır. Deneysel çalışmalar sonrasında elde edilen analiz sonuçları grafikler ile paylaşılmıştır.

“Journalists have to begin a new type of journalism, sometimes being the guide on the side of the civic conversation as well as the filter and gatekeeper.” (Kolodzy 218) “In many respects, citizen journalism is simply public journalism removed from the journalism profession.” (Barlow 181) 1. Citizen Journalism — The Latest Innovation? New Media theorists such as Dan Gillmor, Henry Jenkins, Jay Rosen and Jeff Howe have recently touted Citizen Journalism (CJ) as the latest innovation in 21st century journalism. “Participatory journalism” and “user-driven journalism” are other terms to describe CJ, which its proponents argue is a disruptive innovation (Christensen) to the agenda-setting media institutions, news values and “objective” reportage. In this essay I offer a “contrarian” view, informed by two perspectives: (1) a three-stage model of theory-building (Carlile & Christensen) to evaluate the claims made about CJ; and (2) self-reflexive research insights (Etherington) from editing the US-based news site Disinformation between November 1999 and February 2008. New media theories can potentially create “cognitive dissonance” (Festinger) when their explanations of CJ practices are compared with what actually happens (Feyerabend). First I summarise Carlile & Christensen’s model and the dangers of “bad theory” (Ghoshal). Next I consider several problems in new media theories about CJ: the notion of ‘citizen’, new media populism, parallels in event-driven and civic journalism, and mergers and acquisitions. Two ‘self-reflexive’ issues are considered: ‘pro-ams’ or ‘professional amateurs’ as a challenge to professional journalists, and CJ’s deployment in new media operations and production environments. Finally, some exploratory questions are offered for future researchers. 2. An Evaluative Framework for New Media Theories on Citizen Journalism Paul Carlile and Clayton M. Christensen’s model offers one framework with which to evaluate new media theories on CJ. This framework is used below to highlight select issues and gaps in CJ’s current frameworks and theories. Carlile & Christensen suggest that robust theory-building emerges via three stages: Descriptive, Categorisation and Normative (Carlile & Christensen). There are three sub-stages in Descriptive theory-building; namely, the observation of phenomena, inductive classification into schemas and taxonomies, and correlative relationships to develop models (Carlile & Christensen 2-5). Once causation is established, Normative theory evolves through deductive logic which is subject to Kuhnian paradigm shifts and Popperian falsifiability (Carlile & Christensen 6). Its proponents situate CJ as a Categorisation or new journalism agenda that poses a Normative challenged and Kuhnian paradigm shift to traditional journalism. Existing CJ theories jump from the Descriptive phase of observations like “smart mobs” in Japanese youth subcultures (Rheingold) to make broad claims for Categorisation such as that IndyMedia, blogs and wiki publishing systems as new media alternatives to traditional media. CJ theories then underpin normative beliefs, values and worldviews. Correlative relationships are also used to differentiate CJ from the demand side of microeconomic analysis, from the top-down editorial models of traditional media outlets, and to adopt a vanguard stance. To support this, CJ proponents cite research on emergent collective behaviour such as the “wisdom of crowds” hypothesis (Surowiecki) or peer-to-peer network “swarms” (Pesce) to provide scientific justification for their Normative theories. However, further evaluative research is needed for three reasons: the emergent collective behaviour hypothesis may not actually inform CJ practices, existing theories may have “correlation not cause” errors, and the link may be due to citation network effects between CJ theorists. Collectively, this research base also frames CJ as an “ought to” Categorisation and then proceeds to Normative theory-building (Carlile & Christensen 7). However, I argue below that this Categorisation may be premature: its observations and correlative relationships might reinforce a ‘weak’ Normative theory with limited generalisation. CJ proponents seem to imply that it can be applied anywhere and under any condition—a “statement of causality” that almost makes it a fad (Carlile & Christensen 8). CJ that relies on Classification and Normative claims will be problematic without a strong grounding in Descriptive observation. To understand what’s potentially at stake for CJ’s future consider the consider the parallel debate about curricula renewal for the Masters of Business Administration in the wake of high-profile corporate collapses such as Enron, Worldcom, HIH and OneTel. The MBA evolved as a sociological and institutional construct to justify management as a profession that is codified, differentiated and has entry barriers (Khurana). This process might partly explain the pushback that some media professionals have to CJ as one alternative. MBA programs faced criticism if they had student cohorts with little business know-how or experiential learning (Mintzberg). Enron’s collapse illustrated the ethical dilemmas and unintended consequences that occurred when “bad theories” were implemented (Ghoshal). Professional journalists are aware of this: MBA-educated managers challenged the “craft” tradition in the early 1980s (Underwood). This meant that journalism’s ‘self-image’ (Morgan; Smith) is intertwined with managerial anxieties about media conglomerates in highly competitive markets. Ironically, as noted below, Citizen Journalists who adopt a vanguard position vis-a-vis media professionals step into a more complex game with other players. However, current theories have a naïve idealism about CJ’s promise of normative social change in the face of Machiavellian agency in business, the media and politics. 3. Citizen Who? Who is the “citizen” in CJ? What is their self-awareness as a political agent? CJ proponents who use the ‘self-image’ of ‘citizen’ draw on observations from the participatory vision of open source software, peer-to-peer networks, and case studies such as Howard Dean’s 2004 bid for the Democrat Party nominee in the US Presidential election campaign (Trippi). Recent theorists note Alexander Hamilton’s tradition of civic activism (Barlow 178) which links contemporary bloggers with the Federalist Papers and early newspaper pamphlets. One unsurfaced assumption in these observations and correlations is that most bloggers will adopt a coherent political philosophy as informed citizens: a variation on Lockean utilitarianism, Rawlsian liberalism or Nader consumer activism. To date there is little discussion about how political philosophy could deepen CJ’s ‘self-image’: how to critically evaluate sources, audit and investigation processes, or strategies to deal with elites, deterrence and power. For example, although bloggers kept Valerie Plame’s ‘outing’ as a covert intelligence operative highly visible in the issues-attention cycle, it was agenda-setting media like The New York Times who the Bush Administration targeted to silence (Pearlstine). To be viable, CJ needs to evolve beyond a new media populism, perhaps into a constructivist model of agency, norms and social change (Finnemore). 4. Citizen Journalism as New Media Populism Several “precursor trends” foreshadowed CJ notably the mid-1990s interest in “cool-hunting” by new media analysts and subculture marketeers (Gibson; Gladwell). Whilst this audience focus waned with the 1995-2000 dotcom bubble it resurfaced in CJ and publisher Tim O’Reilly’s Web 2.0 vision. Thus, CJ might be viewed as new media populism that has flourished with the Web 2.0 boom. Yet if the boom becomes a macroeconomic bubble (Gross; Spar) then CJ could be written off as a “silver bullet” that ultimately failed to deliver on its promises (Brooks, Jr.). The reputations of uncritical proponents who adopted a “true believer” stance would also be damaged (Hoffer). This risk is evident if CJ is compared with a parallel trend that shares its audience focus and populist view: day traders and technical analysts who speculate on financial markets. This parallel trend provides an alternative discipline in which the populism surfaced in an earlier form (Carlile & Christensen 12). Fidelity’s Peter Lynch argues that stock pickers can use their Main Street knowledge to beat Wall Street by exploiting information asymmetries (Lynch & Rothchild). Yet Lynch’s examples came from the mid-1970s to early 1980s when indexed mutual fund strategies worked, before deregulation and macroeconomic volatility. A change in the Web 2.0 boom might similarly trigger a reconsideration of Citizen Journalism. Hedge fund maven Victor Niederhoffer contends that investors who rely on technical analysis are practicing a Comtean religion (Niederhoffer & Kenner 72-74) instead of Efficient Market Hypothesis traders who use statistical arbitrage to deal with ‘random walks’ or Behavioural Finance experts who build on Amos Tversky and Daniel Kahneman’s Prospect Theory (Kahneman & Tversky). Niederhoffer’s deeper point is that technical analysts’ belief that the “trend is your friend” is no match for the other schools, despite a mini-publishing industry and computer trading systems. There are also ontological and epistemological differences between the schools. Similarly, CJ proponents who adopt a ‘Professional Amateur’ or ‘Pro-Am’ stance (Leadbeater & Miller) may face a similar gulf when making comparisons with professional journalists and the production environments in media organisations. CJ also thrives as new media populism because of institutional vested interests. When media conglomerates cut back on cadetships and internships CJ might fill the market demand as one alternative. New media programs at New York University and others can use CJ to differentiate themselves from “hyperlocal” competitors (Christensen; Slywotzky; Christensen, Curtis & Horn). This transforms CJ from new media populism to new media institution. 5. Parallels: Event-driven & Civic Journalism For new media programs, CJ builds on two earlier traditions: the Event-driven journalism of crises like the 1991 Gulf War (Wark) and the Civic Journalism school that emerged in the 1960s social upheavals. Civic Journalism’s awareness of minorities and social issues provides the character ethic and political philosophy for many Citizen Journalists. Jay Rosen and others suggest that CJ is the next-generation heir to Civic Journalism, tracing a thread from the 1968 Chicago Democratic Convention to IndyMedia’s coverage of the 1999 “Battle in Seattle” (Rosen). Rosen’s observation could yield an interesting historiography or genealogy. Events such as the Southeast Asian tsunami on 26 December 2004 or Al Qaeda’s London bombings on 7 July 2005 are cited as examples of CJ as event-driven journalism and “pro-am collaboration” (Kolodzy 229-230). Having covered these events and Al Qaeda’s attacks on 11th September 2001, I have a slightly different view: this was more a variation on “first responder” status and handicam video footage that journalists have sourced for the past three decades when covering major disasters. This different view means that the “salience of categories” used to justify CJ and “pro-am collaboration” these events does not completely hold. Furthermore, when Citizen Journalism proponents tout Flickr and Wikipedia as models of real-time media they are building on a broader phenomenon that includes CNN’s Gulf War coverage and Bloomberg’s dominance of financial news (Loomis). 6. The Mergers & Acquisitions Scenario CJ proponents often express anxieties about the resilience of their outlets in the face of predatory venture capital firms who initiate Mergers & Acquisitions (M&A) activities. Ironically, these venture capital firms have core competencies and expertise in the event-driven infrastructure and real-time media that CJ aspires to. Sequoia Capital and other venture capital firms have evaluative frameworks that likely surpass Carlile & Christensen in sophistication, and they exploit parallels, information asymmetries and market populism. Furthermore, although venture capital firms such as Union Street Ventures have funded Web 2.0 firms, they are absent from the explanations of some theorists, whose examples of Citizen Journalism and Web 2.0 success may be the result of survivorship bias. Thus, the venture capital market remains an untapped data source for researchers who want to evaluate the impact of CJ outlets and institutions. The M&A scenario further problematises CJ in several ways. First, CJ is framed as “oppositional” to traditional media, yet this may be used as a stratagem in a game theory framework with multiple stakeholders. Drexel Burnham Lambert’s financier Michael Milken used market populism to sell ‘high-yield’ or ‘junk’ bonds to investors whilst disrupting the Wall Street establishment in the late 1980s (Curtis) and CJ could fulfil a similar tactical purpose. Second, the M&A goal of some Web 2.0 firms could undermine the participatory goals of a site’s community if post-merger integration fails. Jason Calacanis’s sale of Weblogs, Inc to America Online in 2005 and MSNBC’s acquisition of Newsvine on 5 October 2007 (Newsvine) might be success stories. However, this raises issues of digital “property rights” if you contribute to a community that is then sold in an M&A transaction—an outcome closer to business process outsourcing. Third, media “buzz” can create an unrealistic vision when a CJ site fails to grow beyond its start-up phase. Backfence.com’s demise as a “hyperlocal” initiative (Caverly) is one cautionary event that recalls the 2000 dotcom crash. The M&A scenarios outlined above are market dystopias for CJ purists. The major lesson for CJ proponents is to include other market players in hypotheses about causation and correlation factors. 7. ‘Pro-Ams’ & Professional Journalism’s Crisis CJ emerged during a period when Professional Journalism faced a major crisis of ‘self-image’. The Demos report The Pro-Am Revolution (Leadbeater & Miller) popularised the notion of ‘professional amateurs’ which some CJ theorists adopt to strengthen their categorisation. In turn, this triggers a response from cultural theorists who fear bloggers are new media’s barbarians (Keen). I concede Leadbeater and Miller have identified an important category. However, how some CJ theorists then generalise from ‘Pro-Ams’ illustrates the danger of ‘weak’ theory referred to above. Leadbeater and Miller’s categorisation does not really include a counter-view on the strengths of professionals, as illustrated in humanistic consulting (Block), professional service firms (Maister; Maister, Green & Galford), and software development (McConnell). The signs of professionalism these authors mention include a commitment to learning and communal verification, mastery of a discipline and domain application, awareness of methodology creation, participation in mentoring, and cultivation of ethical awareness. Two key differences are discernment and quality of attention, as illustrated in how the legendary Hollywood film editor Walter Murch used Apple’s Final Cut Pro software to edit the 2003 film Cold Mountain (Koppelman). ‘Pro-Ams’ might not aspire to these criteria but Citizen Journalists shouldn’t throw out these standards, either. Doing so would be making the same mistake of overconfidence that technical analysts make against statistical arbitrageurs. Key processes—fact-checking, sub-editing and editorial decision-making—are invisible to the end-user, even if traceable in a blog or wiki publishing system, because of the judgments involved. One post-mortem insight from Assignment Zero was that these processes were vital to create the climate of authenticity and trust to sustain a Citizen Journalist community (Howe). CJ’s trouble with “objectivity” might also overlook some complexities, including the similarity of many bloggers to “noise traders” in financial markets and to op-ed columnists. Methodologies and reportage practices have evolved to deal with the objections that CJ proponents raise, from New Journalism’s radical subjectivity and creative non-fiction techniques (Wolfe & Johnson) to Precision Journalism that used descriptive statistics (Meyer). Finally, journalism frameworks could be updated with current research on how phenomenological awareness shapes our judgments and perceptions (Thompson). 8. Strategic Execution For me, one of CJ’s major weaknesses as a new media theory is its lack of “rich description” (Geertz) about the strategic execution of projects. As Disinfo.com site editor I encountered situations ranging from ‘denial of service’ attacks and spam to site migration, publishing systems that go offline, and ensuring an editorial consistency. Yet the messiness of these processes is missing from CJ theories and accounts. Theories that included this detail as “second-order interactions” (Carlile & Christensen 13) would offer a richer view of CJ. Many CJ and Web 2.0 projects fall into the categories of mini-projects, demonstration prototypes and start-ups, even when using a programming language such as Ajax or Ruby on Rails. Whilst the “bootstrap” process is a benefit, more longitudinal analysis and testing needs to occur, to ensure these projects are scalable and sustainable. For example, South Korea’s OhmyNews is cited as an exemplar that started with “727 citizen reporters and 4 editors” and now has “38,000 citizen reporters” and “a dozen editors” (Kolodzy 231). How does OhmyNews’s mix of hard and soft news change over time? Or, how does OhmyNews deal with a complex issue that might require major resources, such as security negotiations between North and South Korea? Such examples could do with further research. We need to go beyond “the vision thing” and look at the messiness of execution for deeper observations and counterintuitive correlations, to build new descriptive theories. 9. Future Research This essay argues that CJ needs re-evaluation. Its immediate legacy might be to splinter ‘journalism’ into micro-trends: Washington University’s Steve Boriss proclaims “citizen journalism is dead. Expert journalism is the future.” (Boriss; Mensching). The half-lives of such micro-trends demand new categorisations, which in turn prematurely feeds the theory-building cycle. Instead, future researchers could reinvigorate 21st century journalism if they ask deeper questions and return to the observation stage of building descriptive theories. In closing, below are some possible questions that future researchers might explore: Where are the “rich descriptions” of journalistic experience—“citizen”, “convergent”, “digital”, “Pro-Am” or otherwise in new media? How could practice-based approaches inform this research instead of relying on espoused theories-in-use? What new methodologies could be developed for CJ implementation? What role can the “heroic” individual reporter or editor have in “the swarm”? Do the claims about OhmyNews and other sites stand up to longitudinal observation? Are the theories used to justify Citizen Journalism’s normative stance (Rheingold; Surowiecki; Pesce) truly robust generalisations for strategic execution or do they reflect the biases of their creators? How could developers tap the conceptual dimensions of information technology innovation (Shasha) to create the next Facebook, MySpace or Wikipedia? References Argyris, Chris, and Donald Schon. Theory in Practice. San Francisco: Jossey-Bass Publishers, 1976. Barlow, Aaron. The Rise of the Blogosphere. Westport, CN: Praeger Publishers, 2007. Block, Peter. Flawless Consulting. 2nd ed. San Francisco, CA: Jossey-Bass/Pfeiffer, 2000. Boriss, Steve. “Citizen Journalism Is Dead. Expert Journalism Is the Future.” The Future of News. 28 Nov. 2007. 20 Feb. 2008 http://thefutureofnews.com/2007/11/28/citizen-journalism-is-dead- expert-journalism-is-the-future/>. Brooks, Jr., Frederick P. The Mythical Man-Month: Essays on Software Engineering. Rev. ed. Reading, MA: Addison-Wesley Publishing Company, 1995. Campbell, Vincent. Information Age Journalism: Journalism in an International Context. New York: Arnold, 2004. Carlile, Paul R., and Clayton M. Christensen. “The Cycles of Building Theory in Management Research.” Innosight working paper draft 6. 6 Jan. 2005. 19 Feb. 2008 http://www.innosight.com/documents/Theory%20Building.pdf>. Caverly, Doug. “Hyperlocal News Site Takes A Hit.” WebProNews.com 6 July 2007. 19 Feb. 2008 http://www.webpronews.com/topnews/2007/07/06/hyperlocal-news- sites-take-a-hit>. Chenoweth, Neil. Virtual Murdoch: Reality Wars on the Information Superhighway. Sydney: Random House Australia, 2001. Christensen, Clayton M. The Innovator’s Dilemma: When New Technologies Cause Great Firms to Fail. Boston, MA: Harvard Business School Press, 1997. Christensen, Clayton M., Curtis Johnson, and Michael Horn. Disrupting Class: How Disruptive Innovation Will Change the Way the World Learns. New York: McGraw-Hill, 2008. Curtis, Adam. The Mayfair Set. London: British Broadcasting Corporation, 1999. Etherington, Kim. Becoming a Reflexive Researcher: Using Ourselves in Research. London: Jessica Kingsley Publishers, 2004. Festinger, Leon. A Theory of Cognitive Dissonance. Stanford, CA: Stanford University Press, 1962. Feyerabend, Paul. Against Method. 3rd ed. London: Verso, 1993. Finnemore, Martha. National Interests in International Society. Ithaca, NY: Cornell University Press, 1996. Geertz, Clifford. The Interpretation of Cultures. New York: Basic Books, 1973. Ghoshal, Sumantra. “Bad Management Theories Are Destroying Good Management Practices.” Academy of Management Learning & Education 4.1 (2005): 75-91. Gibson, William. Pattern Recognition. London: Viking, 2003. Gladwell, Malcolm. “The Cool-Hunt.” The New Yorker Magazine 17 March 1997. 20 Feb. 2008 http://www.gladwell.com/1997/1997_03_17_a_cool.htm>. Gross, Daniel. Pop! Why Bubbles Are Great for the Economy. New York: Collins, 2007. Hoffer, Eric. The True Believer. New York: Harper, 1951. Howe, Jeff. “Did Assignment Zero Fail? A Look Back, and Lessons Learned.” Wired News 16 July 2007. 19 Feb. 2008 http://www.wired.com/techbiz/media/news/2007/07/assignment_ zero_final?currentPage=all>. Kahneman, Daniel, and Amos Tversky. Choices, Values and Frames. Cambridge: Cambridge UP, 2000. Keen, Andrew. The Cult of the Amateur. New York: Doubleday Currency, 2007. Khurana, Rakesh. From Higher Aims to Hired Hands. Princeton, NJ: Princeton UP, 2007. Kolodzy, Janet. Convergence Journalism: Writing and Reporting across the News Media. Oxford: Rowman & Littlefield, 2006. Koppelman, Charles. Behind the Seen: How Walter Murch Edited Cold Mountain Using Apple’s Final Cut Pro and What This Means for Cinema. Upper Saddle River, NJ: New Rider, 2004. Leadbeater, Charles, and Paul Miller. “The Pro-Am Revolution”. London: Demos, 24 Nov. 2004. 19 Feb. 2008 http://www.demos.co.uk/publications/proameconomy>. Loomis, Carol J. “Bloomberg’s Money Machine.” Fortune 5 April 2007. 20 Feb. 2008 http://money.cnn.com/magazines/fortune/fortune_archive/2007/04/16/ 8404302/index.htm>. Lynch, Peter, and John Rothchild. Beating the Street. Rev. ed. New York: Simon & Schuster, 1994. Maister, David. True Professionalism. New York: The Free Press, 1997. Maister, David, Charles H. Green, and Robert M. Galford. The Trusted Advisor. New York: The Free Press, 2004. Mensching, Leah McBride. “Citizen Journalism on Its Way Out?” SFN Blog, 30 Nov. 2007. 20 Feb. 2008 http://www.sfnblog.com/index.php/2007/11/30/940-citizen-journalism- on-its-way-out>. Meyer, Philip. Precision Journalism. 4th ed. Lanham, MD: Rowman & Littlefield, 2002. McConnell, Steve. Professional Software Development. Boston, MA: Addison-Wesley, 2004. Mintzberg, Henry. Managers Not MBAs. San Francisco, CA: Berrett-Koehler, 2004. Morgan, Gareth. Images of Organisation. Rev. ed. Thousand Oaks, CA: Sage, 2006. Newsvine. “Msnbc.com Acquires Newsvine.” 7 Oct. 2007. 20 Feb. 2008 http://blog.newsvine.com/_news/2007/10/07/1008889-msnbccom- acquires-newsvine>. Niederhoffer, Victor, and Laurel Kenner. Practical Speculation. New York: John Wiley & Sons, 2003. Pearlstine, Norman. Off the Record: The Press, the Government, and the War over Anonymous Sources. New York: Farrar, Straus & Giroux, 2007. Pesce, Mark D. “Mob Rules (The Law of Fives).” The Human Network 28 Sep. 2007. 20 Feb. 2008 http://blog.futurestreetconsulting.com/?p=39>. Rheingold, Howard. Smart Mobs: The Next Social Revolution. Cambridge MA: Basic Books, 2002. Rosen, Jay. What Are Journalists For? Princeton NJ: Yale UP, 2001. Shasha, Dennis Elliott. Out of Their Minds: The Lives and Discoveries of 15 Great Computer Scientists. New York: Copernicus, 1995. Slywotzky, Adrian. Value Migration: How to Think Several Moves Ahead of the Competition. Boston, MA: Harvard Business School Press, 1996. Smith, Steve. “The Self-Image of a Discipline: The Genealogy of International Relations Theory.” Eds. Steve Smith and Ken Booth. International Relations Theory Today. Cambridge, UK: Polity Press, 1995. 1-37. Spar, Debora L. Ruling the Waves: Cycles of Discovery, Chaos and Wealth from the Compass to the Internet. New York: Harcourt, 2001. Surowiecki, James. The Wisdom of Crowds. New York: Doubleday, 2004. Thompson, Evan. Mind in Life: Biology, Phenomenology, and the Sciences of Mind. Cambridge, MA: Belknap Press, 2007. Trippi, Joe. The Revolution Will Not Be Televised. New York: ReganBooks, 2004. Underwood, Doug. When MBA’s Rule the Newsroom. New York: Columbia University Press, 1993. Wark, McKenzie. Virtual Geography: Living with Global Media Events. Bloomington IN: Indiana UP, 1994. Wolfe, Tom, and E.W. Johnson. The New Journalism. New York: Harper & Row, 1973. Citation reference for this article MLA Style Burns, Alex. "Select Issues with New Media Theories of Citizen Journalism." M/C Journal 10.6/11.1 (2008). echo date('d M. Y'); ?> <http://journal.media-culture.org.au/0804/10-burns.php>. APA Style Burns, A. (Apr. 2008) "Select Issues with New Media Theories of Citizen Journalism," M/C Journal, 10(6)/11(1). Retrieved echo date('d M. Y'); ?> from <http://journal.media-culture.org.au/0804/10-burns.php>.

“Journalists have to begin a new type of journalism, sometimes being the guide on the side of the civic conversation as well as the filter and gatekeeper.” (Kolodzy 218) “In many respects, citizen journalism is simply public journalism removed from the journalism profession.” (Barlow 181) 1. Citizen Journalism — The Latest Innovation? New Media theorists such as Dan Gillmor, Henry Jenkins, Jay Rosen and Jeff Howe have recently touted Citizen Journalism (CJ) as the latest innovation in 21st century journalism. “Participatory journalism” and “user-driven journalism” are other terms to describe CJ, which its proponents argue is a disruptive innovation (Christensen) to the agenda-setting media institutions, news values and “objective” reportage. In this essay I offer a “contrarian” view, informed by two perspectives: (1) a three-stage model of theory-building (Carlile & Christensen) to evaluate the claims made about CJ; and (2) self-reflexive research insights (Etherington) from editing the US-based news site Disinformation between November 1999 and February 2008. New media theories can potentially create “cognitive dissonance” (Festinger) when their explanations of CJ practices are compared with what actually happens (Feyerabend). First I summarise Carlile & Christensen’s model and the dangers of “bad theory” (Ghoshal). Next I consider several problems in new media theories about CJ: the notion of ‘citizen’, new media populism, parallels in event-driven and civic journalism, and mergers and acquisitions. Two ‘self-reflexive’ issues are considered: ‘pro-ams’ or ‘professional amateurs’ as a challenge to professional journalists, and CJ’s deployment in new media operations and production environments. Finally, some exploratory questions are offered for future researchers. 2. An Evaluative Framework for New Media Theories on Citizen Journalism Paul Carlile and Clayton M. Christensen’s model offers one framework with which to evaluate new media theories on CJ. This framework is used below to highlight select issues and gaps in CJ’s current frameworks and theories. Carlile & Christensen suggest that robust theory-building emerges via three stages: Descriptive, Categorisation and Normative (Carlile & Christensen). There are three sub-stages in Descriptive theory-building; namely, the observation of phenomena, inductive classification into schemas and taxonomies, and correlative relationships to develop models (Carlile & Christensen 2-5). Once causation is established, Normative theory evolves through deductive logic which is subject to Kuhnian paradigm shifts and Popperian falsifiability (Carlile & Christensen 6). Its proponents situate CJ as a Categorisation or new journalism agenda that poses a Normative challenged and Kuhnian paradigm shift to traditional journalism. Existing CJ theories jump from the Descriptive phase of observations like “smart mobs” in Japanese youth subcultures (Rheingold) to make broad claims for Categorisation such as that IndyMedia, blogs and wiki publishing systems as new media alternatives to traditional media. CJ theories then underpin normative beliefs, values and worldviews. Correlative relationships are also used to differentiate CJ from the demand side of microeconomic analysis, from the top-down editorial models of traditional media outlets, and to adopt a vanguard stance. To support this, CJ proponents cite research on emergent collective behaviour such as the “wisdom of crowds” hypothesis (Surowiecki) or peer-to-peer network “swarms” (Pesce) to provide scientific justification for their Normative theories. However, further evaluative research is needed for three reasons: the emergent collective behaviour hypothesis may not actually inform CJ practices, existing theories may have “correlation not cause” errors, and the link may be due to citation network effects between CJ theorists. Collectively, this research base also frames CJ as an “ought to” Categorisation and then proceeds to Normative theory-building (Carlile & Christensen 7). However, I argue below that this Categorisation may be premature: its observations and correlative relationships might reinforce a ‘weak’ Normative theory with limited generalisation. CJ proponents seem to imply that it can be applied anywhere and under any condition—a “statement of causality” that almost makes it a fad (Carlile & Christensen 8). CJ that relies on Classification and Normative claims will be problematic without a strong grounding in Descriptive observation. To understand what’s potentially at stake for CJ’s future consider the consider the parallel debate about curricula renewal for the Masters of Business Administration in the wake of high-profile corporate collapses such as Enron, Worldcom, HIH and OneTel. The MBA evolved as a sociological and institutional construct to justify management as a profession that is codified, differentiated and has entry barriers (Khurana). This process might partly explain the pushback that some media professionals have to CJ as one alternative. MBA programs faced criticism if they had student cohorts with little business know-how or experiential learning (Mintzberg). Enron’s collapse illustrated the ethical dilemmas and unintended consequences that occurred when “bad theories” were implemented (Ghoshal). Professional journalists are aware of this: MBA-educated managers challenged the “craft” tradition in the early 1980s (Underwood). This meant that journalism’s ‘self-image’ (Morgan; Smith) is intertwined with managerial anxieties about media conglomerates in highly competitive markets. Ironically, as noted below, Citizen Journalists who adopt a vanguard position vis-a-vis media professionals step into a more complex game with other players. However, current theories have a naïve idealism about CJ’s promise of normative social change in the face of Machiavellian agency in business, the media and politics. 3. Citizen Who? Who is the “citizen” in CJ? What is their self-awareness as a political agent? CJ proponents who use the ‘self-image’ of ‘citizen’ draw on observations from the participatory vision of open source software, peer-to-peer networks, and case studies such as Howard Dean’s 2004 bid for the Democrat Party nominee in the US Presidential election campaign (Trippi). Recent theorists note Alexander Hamilton’s tradition of civic activism (Barlow 178) which links contemporary bloggers with the Federalist Papers and early newspaper pamphlets. One unsurfaced assumption in these observations and correlations is that most bloggers will adopt a coherent political philosophy as informed citizens: a variation on Lockean utilitarianism, Rawlsian liberalism or Nader consumer activism. To date there is little discussion about how political philosophy could deepen CJ’s ‘self-image’: how to critically evaluate sources, audit and investigation processes, or strategies to deal with elites, deterrence and power. For example, although bloggers kept Valerie Plame’s ‘outing’ as a covert intelligence operative highly visible in the issues-attention cycle, it was agenda-setting media like The New York Times who the Bush Administration targeted to silence (Pearlstine). To be viable, CJ needs to evolve beyond a new media populism, perhaps into a constructivist model of agency, norms and social change (Finnemore). 4. Citizen Journalism as New Media Populism Several “precursor trends” foreshadowed CJ notably the mid-1990s interest in “cool-hunting” by new media analysts and subculture marketeers (Gibson; Gladwell). Whilst this audience focus waned with the 1995-2000 dotcom bubble it resurfaced in CJ and publisher Tim O’Reilly’s Web 2.0 vision. Thus, CJ might be viewed as new media populism that has flourished with the Web 2.0 boom. Yet if the boom becomes a macroeconomic bubble (Gross; Spar) then CJ could be written off as a “silver bullet” that ultimately failed to deliver on its promises (Brooks, Jr.). The reputations of uncritical proponents who adopted a “true believer” stance would also be damaged (Hoffer). This risk is evident if CJ is compared with a parallel trend that shares its audience focus and populist view: day traders and technical analysts who speculate on financial markets. This parallel trend provides an alternative discipline in which the populism surfaced in an earlier form (Carlile & Christensen 12). Fidelity’s Peter Lynch argues that stock pickers can use their Main Street knowledge to beat Wall Street by exploiting information asymmetries (Lynch & Rothchild). Yet Lynch’s examples came from the mid-1970s to early 1980s when indexed mutual fund strategies worked, before deregulation and macroeconomic volatility. A change in the Web 2.0 boom might similarly trigger a reconsideration of Citizen Journalism. Hedge fund maven Victor Niederhoffer contends that investors who rely on technical analysis are practicing a Comtean religion (Niederhoffer & Kenner 72-74) instead of Efficient Market Hypothesis traders who use statistical arbitrage to deal with ‘random walks’ or Behavioural Finance experts who build on Amos Tversky and Daniel Kahneman’s Prospect Theory (Kahneman & Tversky). Niederhoffer’s deeper point is that technical analysts’ belief that the “trend is your friend” is no match for the other schools, despite a mini-publishing industry and computer trading systems. There are also ontological and epistemological differences between the schools. Similarly, CJ proponents who adopt a ‘Professional Amateur’ or ‘Pro-Am’ stance (Leadbeater & Miller) may face a similar gulf when making comparisons with professional journalists and the production environments in media organisations. CJ also thrives as new media populism because of institutional vested interests. When media conglomerates cut back on cadetships and internships CJ might fill the market demand as one alternative. New media programs at New York University and others can use CJ to differentiate themselves from “hyperlocal” competitors (Christensen; Slywotzky; Christensen, Curtis & Horn). This transforms CJ from new media populism to new media institution. 5. Parallels: Event-driven & Civic Journalism For new media programs, CJ builds on two earlier traditions: the Event-driven journalism of crises like the 1991 Gulf War (Wark) and the Civic Journalism school that emerged in the 1960s social upheavals. Civic Journalism’s awareness of minorities and social issues provides the character ethic and political philosophy for many Citizen Journalists. Jay Rosen and others suggest that CJ is the next-generation heir to Civic Journalism, tracing a thread from the 1968 Chicago Democratic Convention to IndyMedia’s coverage of the 1999 “Battle in Seattle” (Rosen). Rosen’s observation could yield an interesting historiography or genealogy. Events such as the Southeast Asian tsunami on 26 December 2004 or Al Qaeda’s London bombings on 7 July 2005 are cited as examples of CJ as event-driven journalism and “pro-am collaboration” (Kolodzy 229-230). Having covered these events and Al Qaeda’s attacks on 11th September 2001, I have a slightly different view: this was more a variation on “first responder” status and handicam video footage that journalists have sourced for the past three decades when covering major disasters. This different view means that the “salience of categories” used to justify CJ and “pro-am collaboration” these events does not completely hold. Furthermore, when Citizen Journalism proponents tout Flickr and Wikipedia as models of real-time media they are building on a broader phenomenon that includes CNN’s Gulf War coverage and Bloomberg’s dominance of financial news (Loomis). 6. The Mergers & Acquisitions Scenario CJ proponents often express anxieties about the resilience of their outlets in the face of predatory venture capital firms who initiate Mergers & Acquisitions (M&A) activities. Ironically, these venture capital firms have core competencies and expertise in the event-driven infrastructure and real-time media that CJ aspires to. Sequoia Capital and other venture capital firms have evaluative frameworks that likely surpass Carlile & Christensen in sophistication, and they exploit parallels, information asymmetries and market populism. Furthermore, although venture capital firms such as Union Street Ventures have funded Web 2.0 firms, they are absent from the explanations of some theorists, whose examples of Citizen Journalism and Web 2.0 success may be the result of survivorship bias. Thus, the venture capital market remains an untapped data source for researchers who want to evaluate the impact of CJ outlets and institutions. The M&A scenario further problematises CJ in several ways. First, CJ is framed as “oppositional” to traditional media, yet this may be used as a stratagem in a game theory framework with multiple stakeholders. Drexel Burnham Lambert’s financier Michael Milken used market populism to sell ‘high-yield’ or ‘junk’ bonds to investors whilst disrupting the Wall Street establishment in the late 1980s (Curtis) and CJ could fulfil a similar tactical purpose. Second, the M&A goal of some Web 2.0 firms could undermine the participatory goals of a site’s community if post-merger integration fails. Jason Calacanis’s sale of Weblogs, Inc to America Online in 2005 and MSNBC’s acquisition of Newsvine on 5 October 2007 (Newsvine) might be success stories. However, this raises issues of digital “property rights” if you contribute to a community that is then sold in an M&A transaction—an outcome closer to business process outsourcing. Third, media “buzz” can create an unrealistic vision when a CJ site fails to grow beyond its start-up phase. Backfence.com’s demise as a “hyperlocal” initiative (Caverly) is one cautionary event that recalls the 2000 dotcom crash. The M&A scenarios outlined above are market dystopias for CJ purists. The major lesson for CJ proponents is to include other market players in hypotheses about causation and correlation factors. 7. ‘Pro-Ams’ & Professional Journalism’s Crisis CJ emerged during a period when Professional Journalism faced a major crisis of ‘self-image’. The Demos report The Pro-Am Revolution (Leadbeater & Miller) popularised the notion of ‘professional amateurs’ which some CJ theorists adopt to strengthen their categorisation. In turn, this triggers a response from cultural theorists who fear bloggers are new media’s barbarians (Keen). I concede Leadbeater and Miller have identified an important category. However, how some CJ theorists then generalise from ‘Pro-Ams’ illustrates the danger of ‘weak’ theory referred to above. Leadbeater and Miller’s categorisation does not really include a counter-view on the strengths of professionals, as illustrated in humanistic consulting (Block), professional service firms (Maister; Maister, Green & Galford), and software development (McConnell). The signs of professionalism these authors mention include a commitment to learning and communal verification, mastery of a discipline and domain application, awareness of methodology creation, participation in mentoring, and cultivation of ethical awareness. Two key differences are discernment and quality of attention, as illustrated in how the legendary Hollywood film editor Walter Murch used Apple’s Final Cut Pro software to edit the 2003 film Cold Mountain (Koppelman). ‘Pro-Ams’ might not aspire to these criteria but Citizen Journalists shouldn’t throw out these standards, either. Doing so would be making the same mistake of overconfidence that technical analysts make against statistical arbitrageurs. Key processes—fact-checking, sub-editing and editorial decision-making—are invisible to the end-user, even if traceable in a blog or wiki publishing system, because of the judgments involved. One post-mortem insight from Assignment Zero was that these processes were vital to create the climate of authenticity and trust to sustain a Citizen Journalist community (Howe). CJ’s trouble with “objectivity” might also overlook some complexities, including the similarity of many bloggers to “noise traders” in financial markets and to op-ed columnists. Methodologies and reportage practices have evolved to deal with the objections that CJ proponents raise, from New Journalism’s radical subjectivity and creative non-fiction techniques (Wolfe & Johnson) to Precision Journalism that used descriptive statistics (Meyer). Finally, journalism frameworks could be updated with current research on how phenomenological awareness shapes our judgments and perceptions (Thompson). 8. Strategic Execution For me, one of CJ’s major weaknesses as a new media theory is its lack of “rich description” (Geertz) about the strategic execution of projects. As Disinfo.com site editor I encountered situations ranging from ‘denial of service’ attacks and spam to site migration, publishing systems that go offline, and ensuring an editorial consistency. Yet the messiness of these processes is missing from CJ theories and accounts. Theories that included this detail as “second-order interactions” (Carlile & Christensen 13) would offer a richer view of CJ. Many CJ and Web 2.0 projects fall into the categories of mini-projects, demonstration prototypes and start-ups, even when using a programming language such as Ajax or Ruby on Rails. Whilst the “bootstrap” process is a benefit, more longitudinal analysis and testing needs to occur, to ensure these projects are scalable and sustainable. For example, South Korea’s OhmyNews is cited as an exemplar that started with “727 citizen reporters and 4 editors” and now has “38,000 citizen reporters” and “a dozen editors” (Kolodzy 231). How does OhmyNews’s mix of hard and soft news change over time? Or, how does OhmyNews deal with a complex issue that might require major resources, such as security negotiations between North and South Korea? Such examples could do with further research. We need to go beyond “the vision thing” and look at the messiness of execution for deeper observations and counterintuitive correlations, to build new descriptive theories. 9. Future Research This essay argues that CJ needs re-evaluation. Its immediate legacy might be to splinter ‘journalism’ into micro-trends: Washington University’s Steve Boriss proclaims “citizen journalism is dead. Expert journalism is the future.” (Boriss; Mensching). The half-lives of such micro-trends demand new categorisations, which in turn prematurely feeds the theory-building cycle. Instead, future researchers could reinvigorate 21st century journalism if they ask deeper questions and return to the observation stage of building descriptive theories. In closing, below are some possible questions that future researchers might explore: Where are the “rich descriptions” of journalistic experience—“citizen”, “convergent”, “digital”, “Pro-Am” or otherwise in new media?How could practice-based approaches inform this research instead of relying on espoused theories-in-use?What new methodologies could be developed for CJ implementation?What role can the “heroic” individual reporter or editor have in “the swarm”?Do the claims about OhmyNews and other sites stand up to longitudinal observation?Are the theories used to justify Citizen Journalism’s normative stance (Rheingold; Surowiecki; Pesce) truly robust generalisations for strategic execution or do they reflect the biases of their creators?How could developers tap the conceptual dimensions of information technology innovation (Shasha) to create the next Facebook, MySpace or Wikipedia? References Argyris, Chris, and Donald Schon. Theory in Practice. 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Our culture abhors the world.Yet Quicksand is swallowing the duellists; the river is threatening the fighter: earth, waters and climate, the mute world, the voiceless things once placed as a decor surrounding the usual spectacles, all those things that never interested anyone, from now on thrust themselves brutally and without warning into our schemes and manoeuvres (Michel Serres, The Natural Contract, p 3). When Michel Serres describes culture's abhorrence of the world in the opening pages of The Natural Contract he draws our attention to the sidelining of nature in histories and theories that have sought to describe Western culture. As Serres argues, cultural histories are quite often built on the debates and struggles of humanity, which are largely held apart from their natural surroundings, as if on a stage, "purified of things" (3). But, as he is at pains to point out, human activity and conflict always take place within a natural milieu, a space of quicksand, swelling rivers, shifting earth, and atmospheric turbulence. Recently, via the potential for vast environmental change, what was once thought of as a staid “nature” has reasserted itself within culture. In this paper I explore how Serres’s positioning of nature can be understood amid new communication systems, which, via the apparent dematerialization of messages, seems to have further removed culture from nature. From here, I focus on a set of artworks that work against this division, reformulating the connection between information, a topic usually considered in relation to media and anthropic communication (and something about which Serres too has a great deal to say), and nature, an entity commonly considered beyond human contrivance. In particular, I explore how information visualisation and sonification has been used to give a new sense of materiality to the atmosphere, repotentialising the air as a natural and informational entity. The Natural Contract argues for the legal legitimacy of nature, a natural contract similar in standing to Rousseau’s social contract. Serres’ss book explores the history and notion of a “legal person”, arguing for a linking of the scientific view of the world and the legal visions of social life, where inert objects and living beings are considered within the same legal framework. As such The Natural Contract does not deal with ecology per-se, but instead focuses on an argument for the inclusion of nature within law (Serres, “A Return” 131). In a drastic reconfiguring of the subject/object relationship, Serres explains how the space that once existed as a backdrop for human endeavour now seems to thrust itself directly into history. "They (natural events) burst in on our culture, which had never formed anything but a local, vague, and cosmetic idea of them: nature" (Serres, The Natural Contract 3). In this movement, nature does not simply take on the role of a new object to be included within a world still dominated by human subjects. Instead, human beings are understood as intertwined with a global system of turbulence that is both manipulated by them and manipulates them. Taking my lead from Serres’s book, in this paper I begin to explore the disconnections and reconnections that have been established between information and the natural environment. While I acknowledge that there is nothing natural about the term “nature” (Harman 251), I use the term to designate an environment constituted by the systematic processes of the collection of entities that are neither human beings nor human crafted artefacts. As the formation of cultural systems becomes demarcated from these natural objects, the scene is set for the development of culturally mediated concepts such as “nature” and “wilderness,” as entities untouched and unspoilt by cultural process (Morton). On one side of the divide the complex of communication systems is situated, on the other is situated “nature”. The restructuring of information flows due to developments in electronic communication has ostensibly removed messages from the medium of nature. Media is now considered within its own ecology (see Fuller; Strate) quite separate from nature, except when it is developed as media content (see Cubitt; Murray; Heumann). A separation between the structures of media ecologies and the structures of natural ecologies has emerged over the history of electronic communication. For instance, since the synoptic media theory of McLuhan it has been generally acknowledged that the shift from script to print, from stone to parchment, and from the printing press to more recent developments such as the radio, telephone, television, and Web2.0, have fundamentally altered the structure and effects of human relationships. However, these developments – “the extensions of man” (McLuhan)— also changed the relationship between society and nature. Changes in communications technology have allowed people to remain dispersed, as ideas, in the form of electric currents or pulses of light travel vast distances and in diverse directions, with communication no longer requiring human movement across geographic space. Technologies such as the telegraph and the radio, with their ability to seemingly dematerialize the media of messages, reformulated the concept of communication into a “quasi-physical connection” across the obstacles of time and space (Clarke, “Communication” 132). Prior to this, the natural world itself was the medium through which information was passed. Rather than messages transmitted via wires, communication was associated with the transport of messages through the world via human movement, with the materiality of the medium measured in the time it took to cover geographic space. The flow of messages followed trade flows (Briggs and Burke 20). Messages moved along trails, on rail, over bridges, down canals, and along shipping channels, arriving at their destination as information. More recently however, information, due to its instantaneous distribution and multiplication across space, seems to have no need for nature as a medium. Nature has become merely a topic for information, as media content, rather than as something that takes part within the information system itself. The above example illustrates a separation between information exchange and the natural environment brought about by a set of technological developments. As Serres points out, the word “media” is etymologically related to the word “milieu”. Hence, a theory of media should be always related to an understanding of the environment (Crocker). But humans no longer need to physically move through the natural world to communicate, ideas can move freely from region to region, from air-conditioned room to air-conditioned room, relatively unimpeded by natural forces or geographic distance. For a long time now, information exchange has not necessitated human movement through the natural environment and this has consequences for how the formation of culture and its location in (or dislocation from) the natural world is viewed. A number of artists have begun questioning the separation between media and nature, particularly concerning the materiality of air, and using information to provide new points of contact between media and the atmosphere (for a discussion of the history of ecoart see Wallen). In Eclipse (2009) (fig. 1) for instance, an internet based work undertaken by the collective EcoArtTech, environmental sensing technology and online media is used experimentally to visualize air pollution. EcoArtTech is made up of the artist duo Cary Peppermint and Leila Nadir and since 2005 they have been inquiring into the relationship between digital technology and the natural environment, particularly regarding concepts such as “wilderness”. In Eclipse, EcoArtTech garner photographs of American national parks from social media and photo sharing sites. Air quality data gathered from the nearest capital city is then inputted into an algorithm that visibly distorts the image based on the levels of particle pollution detected in the atmosphere. The photographs that circulate on photo sharing sites such as Flickr—photographs that are usually rather banal in their adherence to a history of wilderness photography—are augmented by the environmental pollution circulating in nearby capital cities. Figure 1: EcoArtTech, Eclipse (detail of screenshot), 2009 (Internet-based work available at:http://turbulence.org/Works/eclipse/) The digital is often associated with the clean transmission of information, as packets of data move from a server, over fibre optic cables, to be unpacked and re-presented on a computer's screen. Likewise, the photographs displayed in Eclipse are quite often of an unspoilt nature, containing no errors in their exposure or focus (most probably because these wilderness photographs were taken with digital cameras). As the photographs are overlaid with information garnered from air quality levels, the “unspoilt” photograph is directly related to pollution in the natural environment. In Eclipse the background noise of “wilderness,” the pollution in the air, is reframed as foreground. “We breathe background noise…Background noise is the ground of our perception, absolutely uninterrupted, it is our perennial sustenance, the element of the software of all our logic” (Serres, Genesis 7). Noise is activated in Eclipse in a similar way to Serres’s description, as an indication of the wider milieu in which communication takes place (Crocker). Noise links the photograph and its transmission not only to the medium of the internet and the glitches that arise as information is circulated, but also to the air in the originally photographed location. In addition to noise, there are parallels between the original photographs of nature gleaned from photo sharing sites and Serres’s concept of a history that somehow stands itself apart from the effects of ongoing environmental processes. By compartmentalising the natural and cultural worlds, both the historiography that Serres argues against and the wilderness photograph produces a concept of nature that is somehow outside, behind, or above human activities and the associated matter of noise. Eclipse, by altering photographs using real-time data, puts the still image into contact with the processes and informational outputs of nature. Air quality sensors detect pollution in the atmosphere and code these atmospheric processes into computer readable information. The photograph is no longer static but is now open to continual recreation and degeneration, dependent on the coded value of the atmosphere in a given location. A similar materiality is given to air in a public work undertaken by Preemptive Media, titled Areas Immediate Reading (AIR) (fig. 2). In this project, Preemptive Media, made up of Beatriz da Costa, Jamie Schulte and Brooke Singer, equip participants with instruments for measuring air quality as they walked around New York City. The devices monitor the carbon monoxide (CO), nitrogen oxides (NOx) or ground level ozone (O3) levels that are being breathed in by the carrier. As Michael Dieter has pointed out in his reading of the work, the application of sensing technology by Preemptive Media is in distinct contrast to the conventional application of air quality monitoring, which usually takes the form of extremely high resolution located devices spread over great distances. These larger air monitoring networks tend to present the value garnered from a large expanse of the atmosphere that covers individual cities or states. The AIR project, in contrast, by using small mobile sensors, attempts to put people in informational contact with the air that they are breathing in their local and immediate time and place, and allows them to monitor the small parcels of atmosphere that surround other users in other locations (Dieter). It thus presents many small and mobile spheres of atmosphere, inhabited by individuals as they move through the city. In AIR we see the experimental application of an already developed technology in order to put people on the street in contact with the atmospheres that they are moving through. It gives a new informational form to the “vast but invisible ocean of air that surrounds us and permeates us” (Ihde 3), which in this case is given voice by a technological apparatus that converts the air into information. The atmosphere as information becomes less of a vague background and more of a measurable entity that ingresses into the lives and movements of human users. The air is conditioned by information; the turbulent and noisy atmosphere has been converted via technology into readable information (Connor 186-88). Figure 2: Preemptive Media, Areas Immediate Reading (AIR) (close up of device), 2011 Throughout his career Serres has developed a philosophy of information and communication that may help us to reframe the relationship between the natural and cultural worlds (see Brown). Conventionally, the natural world is understood as made up of energy and matter, with exchanges of energy and the flows of biomass through food webs binding ecosystems together (DeLanda 120-1). However, the tendencies and structures of natural systems, like cultural systems, are also dependent on the communication of information. It is here that Serres provides us with a way to view natural and cultural systems as connected by a flow of energy and information. He points out that in the wake of Claude Shannon’s famous Mathematical Theory of Communication it has been possible to consider the relationship between information and thermodynamics, at least in Shannon’s explanation of noise as entropy (Serres, Hermes74). For Serres, an ecosystem can be conceptualised as an informational and energetic system: “it receives, stores, exchanges, and gives off both energy and information in all forms, from the light of the sun to the flow of matter which passes through it (food, oxygen, heat, signals)” (Serres, Hermes 74). Just as we are related to the natural world based on flows of energy— as sunlight is converted into energy by plants, which we in turn convert into food— we are also bound together by flows of information. The task is to find new ways to sense this information, to actualise the information, and imagine nature as more than a welter of data and the air as more than background. If we think of information in broad ranging terms as “coded values of the output of a process” (Losee 254), then we see that information and the environment—as a setting that is produced by continual and energetic processes—are in constant contact. After all, humans sense information from the environment all the time; we constantly decode the coded values of environmental processes transmitted via the atmosphere. I smell a flower, I hear bird songs, and I see the red glow of a sunset. The process of the singing bird is coded as vibrations of air particles that knock against my ear drum. The flower is coded as molecules in the atmosphere enter my nose and bind to cilia. The red glow is coded as wavelengths from the sun are dispersed in the Earth’s atmosphere and arrive at my eye. Information, of course, does not actually exist as information until some observing system constructs it (Clarke, “Information” 157-159). This observing system as we see the sunset, hear the birds, or smell the flower involves the atmosphere as a medium, along with our sense organs and cognitive and non-cognitive processes. The molecules in the atmosphere exist independently of our sense of them, but they do not actualise as information until they are operationalised by the observational system. Prior to this, information can be thought of as noise circulating within the atmosphere. Heinz Von Foester, one of the key figures of cybernetics, states “The environment contains no information. The environment is as it is” (Von Foester in Clarke, “Information” 157). Information, in this model, actualises only when something in the world causes a change to the observational system, as a difference that makes a difference (Bateson 448-466). Air expelled from a bird’s lungs and out its beak causes air molecules to vibrate, introducing difference into the atmosphere, which is then picked up by my ear and registered as sound, informing me that a bird is nearby. One bird song is picked up as information amid the swirling noise of nature and a difference in the air makes a difference to the observational system. It may be useful to think of the purpose of information as to control action and that this is necessary “whenever the people concerned, controllers as well as controlled, belong to an organised social group whose collective purpose is to survive and prosper” (Scarrott 262). Information in this sense operates the organisation of groups. Using this definition rooted in cybernetics, we see that information allows groups, which are dependent on certain control structures based on the sending and receiving of messages through media, to thrive and defines the boundaries of these groups. We see this in a flock of birds, for instance, which forms based on the information that one bird garners from the movements of the other birds in proximity. Extrapolating from this, if we are to live included in an ecological system capable of survival, the transmission of information is vital. But the form of the information is also important. To communicate, for example, one entity first needs to recognise that the other is speaking and differentiate this information from the noise in the air. Following Clarke and Von Foester, an observing system needs to be operational. An art project that gives aesthetic form to environmental processes in this vein—and one that is particularly concerned with the co-agentive relation between humans and nature—is Reiko Goto and Tim Collin’s Plein Air (2010) (fig. 3), an element in their ongoing Eden 3 project. In this work a technological apparatus is wired to a tree. This apparatus, which references the box easels most famously used by the Impressionists to paint ‘en plein air’, uses sensing technology to detect the tree’s responses to the varying CO2 levels in the atmosphere. An algorithm then translates this into real time piano compositions. The tree’s biological processes are coded into the voice of a piano and sensed by listeners as aesthetic information. What is at stake in this work is a new understanding of atmospheres as a site for the exchange of information, and an attempt to resituate the interdependence of human and non-human entities within an experimental aesthetic system. As we breathe out carbon dioxide—both through our physiological process of breathing and our cultural processes of polluting—trees breath it in. By translating these biological processes into a musical form, Collins and Gotto’s work signals a movement from a process of atmospheric exchange to a digital process of sensing and coding, the output of which is then transmitted through the atmosphere as sound. It must be mentioned that within this movement from atmospheric gas to atmospheric music we are not listening to the tree alone. We are listening to a much more complex polyphony involving the components of the digital sensing technology, the tree, the gases in the atmosphere, and the biological (breathing) and cultural processes (cars, factories and coal fired power stations) that produce these gases. Figure 3: Reiko Goto and Tim Collins, Plein Air, 2010 As both Don Ihde and Steven Connor have pointed out, the air that we breathe is not neutral. It is, on the contrary, given its significance in technology, sound, and voice. Taking this further, we might understand sensing technology as conditioning the air with information. This type of air conditioning—as information alters the condition of air—occurs as technology picks up, detects, and makes sensible phenomena in the atmosphere. While communication media such as the telegraph and other electronic information distribution systems may have distanced information from nature, the sensing technology experimentally applied by EcoArtTech, Preeemptive Media, and Goto and Collins, may remind us of the materiality of air. These technologies allow us to connect to the atmosphere; they reformulate it, converting it to information, giving new form to the coded processes in nature.AcknowledgmentAll images reproduced with the kind permission of the artists. References Bateson, Gregory. Steps to an Ecology of Mind. Chicago: University of Chicago Press, 1972. Briggs, Asa, and Peter Burke. A Social History of the Media: From Gutenberg to the Internet. Maden: Polity Press, 2009. Brown, Steve. “Michel Serres: Science, Translation and the Logic of the Parasite.” Theory, Culture and Society 19.1 (2002): 1-27. Clarke, Bruce. “Communication.” Critical Terms for Media Studies. Eds. Mark B. N. Hansen and W. J. T. Mitchell. Chicago: University of Chicago Press, 2010. 131-45 -----. “Information.” Critical Terms for Media Studies. Eds. Mark B. N. Hansen and W. J. T. Mitchell. Chicago: University of Chicago Press, 2010. 157-71 Crocker, Stephen. “Noise and Exceptions: Pure Mediality in Serres and Agamben.” CTheory: 1000 Days of Theory. (2007). 7 June 2012 ‹http://www.ctheory.net/articles.aspx?id=574› Connor, Stephen. The Matter of Air: Science and the Art of the Etheral. London: Reaktion, 2010. Cubitt, Sean. EcoMedia. Amsterdam and New York: Rodopi, 2005 Deiter, Michael. “Processes, Issues, AIR: Toward Reticular Politics.” Australian Humanities Review 46 (2009). 9 June 2012 ‹http://www.australianhumanitiesreview.org/archive/Issue-May-2009/dieter.htm› DeLanda, Manuel. Intensive Science and Virtual Philosophy. London and New York: Continuum, 2002. Fuller, Matthew. Media Ecologies: Materialist Energies in Art and Technoculture. Cambridge, MA: MIT Press, 2005 Harman, Graham. Guerilla Metaphysics. Illinois: Open Court, 2005. Ihde, Don. Listening and Voice: Phenomenologies of Sound. Albany: State University of New York, 2007. Innis, Harold. Empire and Communication. Toronto: Voyageur Classics, 1950/2007. Losee, Robert M. “A Discipline Independent Definition of Information.” Journal of the American Society for Information Science 48.3 (1997): 254–69. McLuhan, Marshall. Understanding Media: The Extensions of Man. London: Sphere Books, 1964/1967. Morton, Timothy. Ecology Without Nature: Rethinking Environmental Aesthetics. Cambridge: Harvard University Press, 2007. Murray, Robin, and Heumann, Joseph. Ecology and Popular Film: Cinema on the Edge. Albany: State University of New York, 2009 Scarrott, G.C. “The Nature of Information.” The Computer Journal 32.3 (1989): 261-66 Serres, Michel. Hermes: Literature, Science Philosophy. Baltimore: The John Hopkins Press, 1982. -----. The Natural Contract. Trans. Elizabeth MacArthur and William Paulson. Ann Arbor: The University of Michigan Press, 1992/1995. -----. Genesis. Trans. Genevieve James and James Nielson. Ann Arbor: The University of Michigan Press, 1982/1995. -----. “A Return to the Natural Contract.” Making Peace with the Earth. Ed. Jerome Binde. Oxford: UNESCO and Berghahn Books, 2007. Strate, Lance. Echoes and Reflections: On Media Ecology as a Field of Study. New York: Hampton Press, 2006 Wallen, Ruth. “Ecological Art: A Call for Intervention in a Time of Crisis.” Leonardo 45.3 (2012): 234-42.

Introduction The public sphere includes a range of credible discourses asserting that a proportion of teenagers (“teens”) has an unhealthy dependence upon continuous connection with media devices, and especially smartphones. A review of media discourse (Jaunzems et al.) in Australia, and a critical review of public discourse in Australia and Belgium (Zaman et al.), reveal both positive and negative commentary around screentime. Despite the “emotionally laden, opposing views” expressed in the media, there appears to be a groundswell of concern around young people’s dependence upon digital devices (Zaman et al. 120). Concerns about ‘addiction’ to and dependency on digital media first emerged with the Internet and have been continually represented as technology evolves. One recent example is the 2020 multi-part Massey Lecture series which hooked audiences with the provocative title: “we need to reclaim our lives from our phones” (Deibert). In Sydney, a psychology-based “outpatient addiction treatment centre” offers specialised recovery programs for “Internet addiction”, noting that addicts include school-aged teens, as well as adults (Cabin). Such discourse reflects well-established social anxieties around the disruptive impacts of new technologies upon society (Marvin), while focussing such concern disproportionately upon the lives, priorities, and activities of young people (Tsaliki and Chronaki). While a growing peer-reviewed evidence base suggests some young people have problematic relationships with digital media (e.g. Odgers and Robb; Donald et al.; Gaspard; Tóth-Király et al.; Boer et al.), there are also opposing views (e.g. Vuorre et al.) Ben Light, for instance, highlights the notion of disconnection as a set of practices that include using some platforms and not others, unfriending, and selective anonymity (Light). We argue that this version of disconnection and what we refer to as ‘detox’ are two different practices. Detox, as we use it, is the regular removal of elements of lived experience (such as food consumption) that may be enjoyable but which potentially have negative consequences over time, before (potentially) reintroducing the element or pratice. The aims of a detox include ensuring greater control over the enjoyable experience while, at the same time, reducing exposure to possible harm. There is a lack of specific research that unequivocally asserts young people’s unhealthy dependence upon smartphones. Nonetheless, there appears to be a growing public belief in the efficacy of “the detox” (Beyond Blue) or “unplugging” (Shlain). We argue that a teen’s commitment to regular smartphone abstinence is non-fungible with ‘as and when’ smartphone use. In other words, there is a significant, ineluctable and non-trivial difference between the practice of regularly disconnecting from a smartphone at a certain point of the day, or for a specified period in the week, compared with the same amount of time ‘off’ the device which is a haphazard, as and when, doing something else, type of practice. We posit that recurrent periods of smartphone abstinence, equating to a regular detox, might support more balanced, healthy and empowered smartphone use. Repeated abstinence in this case differs from the notion of the disconnected holiday, where a person might engage in irregular smartphone withdrawal during an annual holiday, for example (Traveltalk; Hoving; Stäheli and Stoltenberg). Such abstinence does have widespread historical and cultural resonance, however, as in the fasting practices of Islam (the month of Ramadan), the Christian season of Lent, and the holy Hindu month of Śravaṇa. Where prolonged periods of fasting are supplemented by weekly or holy-day fasts, they may be reprised with a regularity that brings the practice closer to the scheduled pattern of abstinence that we see as non-fungible with an unstructured as-and-when approach. An extreme example of the long fast and intermittent fast days is offered by the traditional practices of the Greek Orthodox church, whose teachings recommend fasting on Wednesdays and Fridays as well as on religious holy days. With the inclusion of Lent, Greek Orthodox fasting practices can comprise 180 fast days per year: that’s about half of available days. As yet, there is no coherent evidence base supporting the benefits of regular intermittent disconnection. The Australian mental health Website Beyond Blue, which asserts the value of digital detox, cannot find a stronger authority to underpin a practice of withdrawal than “Research from Deloitte’s annual Mobile Consumer Survey report” which indicates that “44 per cent of people in Australia think their phone use is a problem and are trying to reduce how much time they spend on it” (Beyond Blue). Academic literature that addresses these areas by drawing on more than personal experience and anecdote is scarce to non-existent. Insofar as such studies exist over the past decade, from Maushart to Leonowicz-Bukała et al., they are irregular experiments which do not commit to repeated periods of disconnection. This article is a call to investigate the possibly non-fungible benefits of teens’ regularly practicing smartphone disconnection. It argues that there is actual evidence which is yet to be collected. New knowledge in this area may provide a compelling dataset that suggests verifiable benefits for the non-fungible practice of regular smartphone disconnection. We believe that there are teenagers, parents and communities willing to trial appropriate interventions over a significant period of time to establish ‘before’ and ‘after’ case studies. The evidence for these opinions is laid out in the sections that follow. Teens’ Experiences of Media, Smartphone, and Other Cultural Dis/connection In 2018, the Pew Research Center in the US surveyed teens about their experiences of social media, updating elements of an earlier study from 2014-15. They found that almost all (95%) the 743 teens in the study, aged between 13 and 17 when they were surveyed in March-April 2018, had or had access to a smartphone (Anderson and Jiang). A more recent report from 2021 notes that 88% of US teenagers, aged 13-18, have their own smartphone (Common Sense Media 22). What is more, this media use survey indicates that American teens have increased their screen entertainment time from 7 hours, 22 minutes per day in 2019 to 8 hours, 39 minutes per day in 2021 (Common Sense Media 3). Lee argues that, on average, mobile phone users in Australia touch their phones 2,617 times a day. In Sweden, a 2019 study of youth aged 15-24 noted a pervasive concern regarding the logical assumption “that offline time is influenced and adapted when people spend an increasing amount of time online” (Thulin and Vilhelmson 41). These authors critique the overarching theory of young people comprising a homogenous group of ‘digital natives’ by identifying different categories of light, medium, and heavy users of ICT. They say that the “variation in use is large, indicating that responses to ubiquitous ICT access are highly diverse rather than homogenously determined” (Thulin and Vilhelmson 48). The practice or otherwise of regular periods of smartphone disconnection is a further potential differentiator of teens’ digital experiences. Any investigation into these areas of difference should help indicate ways in which teens may or may not achieve comparatively more or less control over their smartphone use. Lee argues that in Australia “teens who spend five or more hours per day on their devices have a 71% higher risk factor for suicide”. Twenge and Campbell (311) used “three large surveys of adolescents in two countries (n = 221,096)” to explore differences between ‘light users’ of digital media (<1 hour per day) and ‘heavy users’ (5+ hours per day). They use their data to argue that “heavy users (vs. light) of digital media were 48% to 171% more likely to be unhappy, to be low in well-being, or to have suicide risk factors such as depression, suicidal ideation, or past suicide attempts” (Twenge and Campbell 311). Notably, Livingstone among others argues that emotive assertions such as these tend to ignore the nuance of significant bodies of research (Livingstone, about Twenge). Even so, it is plausible that teens’ online activities interpolate both positively and negatively upon their offline activities. The capacity to disconnect, however, to disengage from smartphone use at will, potentially allows a teen more opportunity for individual choice impacting both positive and negative experiences. As boyd argued in 2014: “it’s complicated”. The Pew findings from 2018 indicate that teens’ positive comments about social media use include: 81% “feel more connected to their friends”; 69% “think it helps [them] interact with a more diverse group of people”; and 68% “feel as if they have people who will support them through tough times.” (Anderson and Jiang) The most numerous negative comments address how of all teens: 45% “feel overwhelmed by all the drama there”; 43% “feel pressure to only post content that makes them look good to others”; and 37% “feel pressure to post content that will get a lot of likes and comments.” (Anderson and Jiang) It is notable that these three latter points relate to teens’ vulnerabilities around others’ opinions of themselves and the associated rollercoaster of emotions these opinions may cause. They resonate with Ciarrochi et al.’s argument that different kinds of Internet activity impact different issues of control, with more social forms of digital media associated with young females’ higher “compulsive internet use […] and worse mental health than males” (276). What is not known, because it has never been investigated, is whether any benefits flowing from regular smartphone disconnection might have a gendered dimension. If there is specific value in a capacity to disconnect regularly, separating that experience from haphazard episodes of connection and disconnection, regular disconnection may also enhance the quality of smartphone engagement. Potentially, the power to turn off their smartphone when the going got tough might allow young people to feel greater control over their media use while being less susceptible to the drama and compulsion of digital engagement. As one 17-year-old told the Pew researchers, possibly ruefully, “[teens] would rather go scrolling on their phones instead of doing their homework, and it’s so easy to do so. It’s just a huge distraction” (Anderson and Jiang). Few cultural contexts support teens’ regular and repeated disengagement from smartphones, but Icelandic society, Orthodox Judaism and the comparatively common practice of overnight disconnection from smartphone use may offer helpful indications of possible benefits. Cross-Cultural and Religious Interventions in Smartphone Use Concern around teens’ smartphone use, as described above, is typically applied to young people whose smartphone use constitutes an integral part of everyday life. The untangling of such interconnection would benefit from being both comparative and experimental. Our suggestions follow. Iceland has, in the past, adopted what Karlsson and Broddason term “a paternalistic cultural conservatism” (1). Legislators concerned about the social impacts of television deferred the introduction of Icelandic broadcasting for many years, beyond the time that most other European nations offered television services. Program offerings were expanded in a gradual way after the 1966 beginnings of Iceland’s public television broadcasting. As Karlsson and Broddason note, “initially the transmission hours were limited to only a few hours in the evening, three days a week and a television-free month in July. The number of transmission days was increased to six within a few years, still with a television-free month in July until 1983 and television-free Thursdays until 1987” (6). Interestingly, the nation is still open to social experimentation on a grand scale. In the 1990s, for example, in response to significant substance abuse by Icelandic teens, the country implemented an interventionist whole-of-Iceland public health program: the Icelandic Prevention Model (Kristjansson et al.). Social experimentation on a smaller scale remains part of the Icelandic cultural fabric. More recently, between 2015 and 2019, Iceland ran a successful social experiment whereby 1% of the working population worked a shorter work week for full time pay. The test was deemed successful because “workers were able to work less, get paid the same, while maintaining productivity and improving personal well-being” (Lau and Sigurdardottir). A number of self-governing Icelandic villages operate a particularly inclusive form of consultative local democracy enabling widespread buy-in for social experiments. Two or more such communities are likely to be interested in trialling an intervention study if there is a plausible reason to believe that the intervention may make a positive difference to teens’ (and others’) experiences of smartphone use. Those plausible reasons might be indicated by observational data from other people’s everyday practices. One comparatively common everyday practice which has yet to be systematically investigated from the perspective of evaluating the possible impacts of regular disconnection is that practiced by families who leave connected media outside the bedroom at night-time. These families are in the habit of putting their phones on to charge, usually in a shared space such as a kitchen or lounge room, and not referring to them again until a key point in the morning: when they are dressed, for example, or ready to leave the house. It is plausible to believe that such families might feel they have greater control over smartphone use than a family who didn’t adopt a regular practice of smartphone disconnection. According to social researchers in the Nordic nations, including co-authors Kjartan Ólafsson and Elisabeth Staksrud, it is likely that an Icelandic community will be keen to trial this experience of regular smartphone disconnection for a period of six months or more, if that trial went hand in hand with a rigorous evaluation of impact. Some religious communities offer a less common exemplar for teens’ regular disconnection from their smartphone. Young people in these communities may suspend their smartphone (and other media use) for just over a full day per week to focus on deepening their engagement with family and friends, and to support their spiritual development. Notable among such examples are teenagers who identify as members of the Orthodox Jewish faith. Their religious practices include withdrawing from technological engagement as part of the observance of Shabbat (the Sabbath): at least, that’s the theory. For the past ten years or so in Australia there has been a growing concern over some otherwise-Orthodox Jewish teens’ practice of the “half-Shabbat,” in which an estimated 17-50% of this cohort secretly use digital media for some time during their 25 hours of mandated abstinence. As one teacher from an Orthodox high school argues, “to not have access to the phone, it’s like choking off their air” (Telushikin). Interestingly, many Jewish teens who privately admit practicing half-Shabbat envision themselves as moving towards full observance in adulthood: they can see benefits in a wholehearted commitment to disengagement, even if it’s hard to disengage fully at this point in their lives. Hadlington et al.’s article “I Cannot Live without My [Tablet]” similarly evokes a broader community crisis around children’s dependence on digital media, noting that many children aged 8-12 have a tablet of their own before moving onto smartphone ownership in their teens (Common Sense Media 22). We appreciate that not every society has children and young people who are highly networked and integrated within digital dataflows. Nonetheless, while constant smartphone connectivity might appear to be a ‘first world problem’, preparing teens to be adults with optimal choice over their smartphone use includes identifying and promoting support for conscious disengagement from media as and when a young person wishes. Such a perspective aligns with promoting young people’s rights in digital contexts by interrogating the possible benefits of regularly disconnecting from digital media. Those putative benefits may be indicated by investigating perspectives around smartphone use held by Orthodox Jewish teenagers and comparing them with those held by teens who follow a liberal Jewish faith: liberal Jewish teens use smartphones in ways that resonate with broader community teens. A comparison of these two groups, suggests co-author Lynne Cohen, may indicate differences that can (in part) be attributed to Orthodox Jewish practices of digital disconnection, compared with liberal Jewish practices that don’t include disconnection. If smartphone disconnection has the potential to offer non-fungible benefits, it is incumbent upon researchers to investigate the possible advantages and drawbacks of such practices. That can be done through the comparative investigation of current practice as outlined above, and via an experimental intervention for approximately six months with a second Icelandic/Nordic community. The Potential Value of Investigating the (Non-)Fungibility of Digital Engagement and Digital Inactivity The overarching hypothesis addressed in this article is that a lived experience of regular smartphone disconnection may offer teenagers the opportunity to feel more in control of their personal technologies. Such a perspective aligns with many established media theories. These theories include the domestication of technology and its integration into daily life, helping to explain the struggle teens experience in detaching from digital media once they have become a fundamental element of their routine. Domestication theory asserts that technology moves from novelty to an integral aspect of everyday experience (Berker et al.). Displacement theory asserts that young people whose lives are replete with digital media may have substituted that media use for other activities enjoyed by the generations that grew up before them, while boyd offers an alternative suggestion that digital media add to, rather than displace, teens’ activities in daily contexts. Borrowing inputs from other disciplinary traditions, theories around mindfulness are increasingly robust and evidence-based, asserting that “attentiveness to what is present appears to yield corrective and curative benefits in its own right” (Brown et al. 1). Constant attention to digital media may be a distraction from mindful engagement with the lived environment. A detailed study of the non-fungible character of smartphone disconnection practices might offer an evidence base to support suggestions, such as those proffered by Beyond Blue, that a digital detox benefits mental health, resilience, and sociality. Such information might support initiatives by schools and other organisations central to the lives of teenagers to institute regular digital disconnection regimes, akin to Iceland’s experiments with television-free Thursdays. These innovations could build upon aligned social initiatives such as “no email Fridays” (Horng), which have been trialled in business contexts. Further, studies such as those outlined above could add authority to recommendations for parents, educators, and caregivers such as those recommendations contained in papers on the Common Sense Media site, for example, including Tweens, Teens, Tech, and Mental Health (Odgers and Robb) and Device-Free Dinners (Robb). Relevantly, the results from such observational and intervention studies would address the post-COVID era when parents and others will be considering how best to support a generation of children who went online earlier, and more often, than any generation before them. These results might also align with work towards early-stage adoption of the United Nations’ General Comment No. 25 on Children’s Rights in Relation to the Digital Environment (UNCRC). 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Gloster, and Patrick Heaven. “The Development of Compulsive Internet Use and Mental Health: A Four-Year Study of Adolescence.” Developmental Psychology 52.2 (2016): 272. Common Sense Media. "The Common Sense Census: Media Use by Tweens and Teens, 2021". <https://www.commonsensemedia.org/sites/default/files/research/report/8-18-census-integrated-report-final-web_0.pdf>. Deibert, Ron. “Reset: Reclaiming the Internet for Civil Society.” 2020 Massey Lectures. CBC Radio. 7 Feb. 2022 <https://www.cbc.ca/radio/ideas/reset-reclaiming-the-internet-for-civil-society-1.5795345>. Donald, James N., Joseph Ciarrochi, and Baljinder K. Sahdra. "The Consequences of Compulsion: A 4-Year Longitudinal Study of Compulsive Internet Use and Emotion Regulation Difficulties." Emotion (2020). Gaspard, Luke. “Australian High School Students and Their Internet Use: Perceptions of Opportunities versus ‘Problematic Situations.’” Children Australia 45.1 (Mar. 2020): 54–63. <https://doi.org/10.1017/cha.2020.2>. Hadlington, Lee, Hannah White, and Sarah Curtis. "‘I Cannot Live without My [Tablet]’: Children's Experiences of Using Tablet Technology within the Home." Computers in Human Behavior 94 (2019): 19-24. Horng, Eric. “No-E-Mail Fridays Transform Office.” ABC News [US], 4 Aug. 2007. <https://abcnews.go.com/WNT/story?id=2939232&page=1>. Hoving, Kristel. “Digital Detox Tourism: Why Disconnect? : What Are the Motives of Dutch Tourists to Undertake a Digital Detox Holiday?” Undefined, 2017. <https://www.semanticscholar.org/paper/Digital-Detox-Tourism%3A-Why-disconnect-%3A-What-are-of-Hoving/17503393a5f184ae0a5f9a2ed73cd44a624a9de8>. Jaunzems, Kelly, Donell Holloway, Lelia Green, and Kylie Stevenson. “Very Young Children Online: Media Discourse and Parental Practice.” Digitising Early Childhood. Cambridge Scholars Publishing, 2019, <https://ro.ecu.edu.au/ecuworkspost2013/7550>. Karlsson, Ragnar, and Thorbjörn Broddason. Between the Market and the Public: Content Provision and Scheduling of Public and Private TV in Iceland. Kristjansson, Alfgeir L., Michael J. Mann, Jon Sigfusson, Ingibjorg E. Thorisdottir, John P. Allegrante, and Inga Dora Sigfusdottir. “Development and Guiding Principles of the Icelandic Model for Preventing Adolescent Substance Use.” Health Promotion Practice 21.1 (Jan. 2020): 62–69. <https://doi.org/10.1177/1524839919849032>. Lau, Virginia, and Ragnhildur Sigurdardottir. “The Shorter Work Week Really Worked in Iceland: Here’s How.” Time, 2021. <https://time.com/6106962/shorter-work-week-iceland/>. Lee, James. “16 Smartphone Statistics Australia Should Take Note Of (2021).” Smartphone Statistics Australia, 2022. <https://whatasleep.com.au/blog/smartphone-statistics-australia/>. Leonowicz-Bukała, Iwona, Anna Martens, and Barbara Przywara. "Digital Natives Disconnected. The Qualitative Research on Mediatized Life of Polish and International Students in Rzeszow and Warsaw, Poland." Przegląd Badań Edukacyjnych (Educational Studies Review) 35.2 (2021): 69-96. Light, Ben. Disconnecting with Social Networking Sites. Palgrave Macmillan, 2014. Livingstone, Sonia. "iGen: Why Today’s Super-Connected Kids Are Growing Up Less Rebellious, More Tolerant, Less Happy–and Completely Unprepared for Adulthood." Journal of Children and Media, 12.1 (2018): 118–123. <https://doi.org/10.1080/17482798.2017.1417091>. Marvin, Carolyn. When Old Technologies Were New : Thinking about Electric Communication in the Late Nineteenth Century. Oxford UP, 1990. Maushart, Susan. The Winter of Our Disconnect: How Three Totally Wired Teenagers (and a Mother Who Slept with Her iPhone) Pulled the Plug on Their Technology and Lived to Tell the Tale. Penguin, 2011. Odgers, Candice L., and Michael Robb. “Tweens, Teens, Tech, and Mental Health: Coming of Age in an Increasingly Digital, Uncertain, and Unequal World.” Common Sense Media, 2020. <https://www.commonsensemedia.org/research/tweens-teens-tech-and-mental-health>. Robb, Michael. “Why Device-Free Dinners Are a Healthy Choice.” Common Sense Media, 4 Aug. 2016. <https://www.commonsensemedia.org/blog/why-device-free-dinners-are-a-healthy-choice>. Shlain, Tiffany. “Tech’s Best Feature: The Off Switch.” Harvard Business Review, 1 Mar. 2013. <https://hbr.org/2013/03/techs-best-feature-the-off-swi>. Stäheli, Urs, and Luise Stoltenberg. “Digital Detox Tourism: Practices of Analogization.” New Media & Society (Jan. 2022). <https://doi.org/10.1177/14614448211072808>. Telushikin, Shira. “Modern Orthodox Teens Can’t Put Down Their Phones on Shabbat.” Tablet Magazine, 12 Sep. 2014. <https://www.tabletmag.com/sections/belief/articles/shabbat-phones>. Thulin, Eva, and Bertil Vilhelmson. “More at Home, More Alone? Youth, Digital Media and the Everyday Use of Time and Space.” Geoforum 100 (Mar. 2019): 41–50. <https://doi.org/10.1016/j.geoforum.2019.02.010>. Tóth-Király, István, Alexandre J.S. Morin, Lauri Hietajärvi, and Katariina Salmela‐Aro. “Longitudinal Trajectories, Social and Individual Antecedents, and Outcomes of Problematic Internet Use among Late Adolescents.” Child Development 92.4 (2021): e653–73. <https://doi.org/10.1111/cdev.13525>. Traveltalk. “The Rise of Digital Detox Holidays and Tech-Free Tourism.” Traveltalk, 2018. <https://www.traveltalkmag.com.au/blog/articles/the-rise-of-digital-detox-holidays-and-tech-free-tourism>. Tsaliki, Liza, and Despina Chronaki. Discourses of Anxiety over Childhood and Youth across Cultures. 1st ed. Springer International Publishing, 2020. <https://doi.org/10.1007/978-3-030-46436-3>. Twenge, Jean M. iGen: Why Today's Super-Connected Kids Are Growing Up Less Rebellious, More Tolerant, Less Happy – and Completely Unprepared for Adulthood – and What That Means for the Rest of Us. Simon and Schuster, 2017. Twenge, Jean M., and W. Keith Campbell. “Media Use Is Linked to Lower Psychological Well-Being: Evidence from Three Datasets.” The Psychiatric Quarterly 90.2 (2019): 311-331. <https://doi.org/10.1007/s11126-019-09630-7>. UNCRC. "General Comment No. 25 (2021) on Children's Rights in Relation to the Digital Environment." United Nations Human Rights Office of the High Commissioner, Committee on the Rights of the Child, 2 Mar. 2021. <https://www.ohchr.org/en/documents/general-comments-and-recommendations/general-comment-no-25-2021-childrens-rights-relation>. Vuorre, Matti, Amy Orben, and Andrew K. Przybylski. “There Is No Evidence That Associations Between Adolescents’ Digital Technology Engagement and Mental Health Problems Have Increased.” Clinical Psychological Science 9.5 (Sep. 2021): 823–35. <https://doi.org/10.1177/2167702621994549>. Zaman, Bieke, Donell Holloway, Lelia Green, Kelly Jaunzems, and Hadewijch Vanwynsberghe. “Opposing Narratives about Children’s Digital Media Use: A Critical Discourse Analysis of Online Public Advice Given to Parents in Australia and Belgium:” Media International Australia (May 2020). <https://doi.org/10.1177/1329878X20916950>.

Introduction The public sphere includes a range of credible discourses asserting that a proportion of teenagers (“teens”) has an unhealthy dependence upon continuous connection with media devices, and especially smartphones. A review of media discourse (Jaunzems et al.) in Australia, and a critical review of public discourse in Australia and Belgium (Zaman et al.), reveal both positive and negative commentary around screentime. Despite the “emotionally laden, opposing views” expressed in the media, there appears to be a groundswell of concern around young people’s dependence upon digital devices (Zaman et al. 120). Concerns about ‘addiction’ to and dependency on digital media first emerged with the Internet and have been continually represented as technology evolves. One recent example is the 2020 multi-part Massey Lecture series which hooked audiences with the provocative title: “we need to reclaim our lives from our phones” (Deibert). In Sydney, a psychology-based “outpatient addiction treatment centre” offers specialised recovery programs for “Internet addiction”, noting that addicts include school-aged teens, as well as adults (Cabin). Such discourse reflects well-established social anxieties around the disruptive impacts of new technologies upon society (Marvin), while focussing such concern disproportionately upon the lives, priorities, and activities of young people (Tsaliki and Chronaki). While a growing peer-reviewed evidence base suggests some young people have problematic relationships with digital media (e.g. Odgers and Robb; Donald et al.; Gaspard; Tóth-Király et al.; Boer et al.), there are also opposing views (e.g. Vuorre et al.) Ben Light, for instance, highlights the notion of disconnection as a set of practices that include using some platforms and not others, unfriending, and selective anonymity (Light). We argue that this version of disconnection and what we refer to as ‘detox’ are two different practices. Detox, as we use it, is the regular removal of elements of lived experience (such as food consumption) that may be enjoyable but which potentially have negative consequences over time, before (potentially) reintroducing the element or pratice. The aims of a detox include ensuring greater control over the enjoyable experience while, at the same time, reducing exposure to possible harm. There is a lack of specific research that unequivocally asserts young people’s unhealthy dependence upon smartphones. Nonetheless, there appears to be a growing public belief in the efficacy of “the detox” (Beyond Blue) or “unplugging” (Shlain). We argue that a teen’s commitment to regular smartphone abstinence is non-fungible with ‘as and when’ smartphone use. In other words, there is a significant, ineluctable and non-trivial difference between the practice of regularly disconnecting from a smartphone at a certain point of the day, or for a specified period in the week, compared with the same amount of time ‘off’ the device which is a haphazard, as and when, doing something else, type of practice. We posit that recurrent periods of smartphone abstinence, equating to a regular detox, might support more balanced, healthy and empowered smartphone use. Repeated abstinence in this case differs from the notion of the disconnected holiday, where a person might engage in irregular smartphone withdrawal during an annual holiday, for example (Traveltalk; Hoving; Stäheli and Stoltenberg). Such abstinence does have widespread historical and cultural resonance, however, as in the fasting practices of Islam (the month of Ramadan), the Christian season of Lent, and the holy Hindu month of Śravaṇa. Where prolonged periods of fasting are supplemented by weekly or holy-day fasts, they may be reprised with a regularity that brings the practice closer to the scheduled pattern of abstinence that we see as non-fungible with an unstructured as-and-when approach. An extreme example of the long fast and intermittent fast days is offered by the traditional practices of the Greek Orthodox church, whose teachings recommend fasting on Wednesdays and Fridays as well as on religious holy days. With the inclusion of Lent, Greek Orthodox fasting practices can comprise 180 fast days per year: that’s about half of available days. As yet, there is no coherent evidence base supporting the benefits of regular intermittent disconnection. The Australian mental health Website Beyond Blue, which asserts the value of digital detox, cannot find a stronger authority to underpin a practice of withdrawal than “Research from Deloitte’s annual Mobile Consumer Survey report” which indicates that “44 per cent of people in Australia think their phone use is a problem and are trying to reduce how much time they spend on it” (Beyond Blue). Academic literature that addresses these areas by drawing on more than personal experience and anecdote is scarce to non-existent. Insofar as such studies exist over the past decade, from Maushart to Leonowicz-Bukała et al., they are irregular experiments which do not commit to repeated periods of disconnection. This article is a call to investigate the possibly non-fungible benefits of teens’ regularly practicing smartphone disconnection. It argues that there is actual evidence which is yet to be collected. New knowledge in this area may provide a compelling dataset that suggests verifiable benefits for the non-fungible practice of regular smartphone disconnection. We believe that there are teenagers, parents and communities willing to trial appropriate interventions over a significant period of time to establish ‘before’ and ‘after’ case studies. The evidence for these opinions is laid out in the sections that follow. Teens’ Experiences of Media, Smartphone, and Other Cultural Dis/connection In 2018, the Pew Research Center in the US surveyed teens about their experiences of social media, updating elements of an earlier study from 2014-15. They found that almost all (95%) the 743 teens in the study, aged between 13 and 17 when they were surveyed in March-April 2018, had or had access to a smartphone (Anderson and Jiang). A more recent report from 2021 notes that 88% of US teenagers, aged 13-18, have their own smartphone (Common Sense Media 22). What is more, this media use survey indicates that American teens have increased their screen entertainment time from 7 hours, 22 minutes per day in 2019 to 8 hours, 39 minutes per day in 2021 (Common Sense Media 3). Lee argues that, on average, mobile phone users in Australia touch their phones 2,617 times a day. In Sweden, a 2019 study of youth aged 15-24 noted a pervasive concern regarding the logical assumption “that offline time is influenced and adapted when people spend an increasing amount of time online” (Thulin and Vilhelmson 41). These authors critique the overarching theory of young people comprising a homogenous group of ‘digital natives’ by identifying different categories of light, medium, and heavy users of ICT. They say that the “variation in use is large, indicating that responses to ubiquitous ICT access are highly diverse rather than homogenously determined” (Thulin and Vilhelmson 48). The practice or otherwise of regular periods of smartphone disconnection is a further potential differentiator of teens’ digital experiences. Any investigation into these areas of difference should help indicate ways in which teens may or may not achieve comparatively more or less control over their smartphone use. Lee argues that in Australia “teens who spend five or more hours per day on their devices have a 71% higher risk factor for suicide”. Twenge and Campbell (311) used “three large surveys of adolescents in two countries (n = 221,096)” to explore differences between ‘light users’ of digital media (<1 hour per day) and ‘heavy users’ (5+ hours per day). They use their data to argue that “heavy users (vs. light) of digital media were 48% to 171% more likely to be unhappy, to be low in well-being, or to have suicide risk factors such as depression, suicidal ideation, or past suicide attempts” (Twenge and Campbell 311). Notably, Livingstone among others argues that emotive assertions such as these tend to ignore the nuance of significant bodies of research (Livingstone, about Twenge). Even so, it is plausible that teens’ online activities interpolate both positively and negatively upon their offline activities. The capacity to disconnect, however, to disengage from smartphone use at will, potentially allows a teen more opportunity for individual choice impacting both positive and negative experiences. As boyd argued in 2014: “it’s complicated”. The Pew findings from 2018 indicate that teens’ positive comments about social media use include: 81% “feel more connected to their friends”; 69% “think it helps [them] interact with a more diverse group of people”; and 68% “feel as if they have people who will support them through tough times.” (Anderson and Jiang) The most numerous negative comments address how of all teens: 45% “feel overwhelmed by all the drama there”; 43% “feel pressure to only post content that makes them look good to others”; and 37% “feel pressure to post content that will get a lot of likes and comments.” (Anderson and Jiang) It is notable that these three latter points relate to teens’ vulnerabilities around others’ opinions of themselves and the associated rollercoaster of emotions these opinions may cause. They resonate with Ciarrochi et al.’s argument that different kinds of Internet activity impact different issues of control, with more social forms of digital media associated with young females’ higher “compulsive internet use […] and worse mental health than males” (276). What is not known, because it has never been investigated, is whether any benefits flowing from regular smartphone disconnection might have a gendered dimension. If there is specific value in a capacity to disconnect regularly, separating that experience from haphazard episodes of connection and disconnection, regular disconnection may also enhance the quality of smartphone engagement. Potentially, the power to turn off their smartphone when the going got tough might allow young people to feel greater control over their media use while being less susceptible to the drama and compulsion of digital engagement. As one 17-year-old told the Pew researchers, possibly ruefully, “[teens] would rather go scrolling on their phones instead of doing their homework, and it’s so easy to do so. It’s just a huge distraction” (Anderson and Jiang). Few cultural contexts support teens’ regular and repeated disengagement from smartphones, but Icelandic society, Orthodox Judaism and the comparatively common practice of overnight disconnection from smartphone use may offer helpful indications of possible benefits. Cross-Cultural and Religious Interventions in Smartphone Use Concern around teens’ smartphone use, as described above, is typically applied to young people whose smartphone use constitutes an integral part of everyday life. The untangling of such interconnection would benefit from being both comparative and experimental. Our suggestions follow. Iceland has, in the past, adopted what Karlsson and Broddason term “a paternalistic cultural conservatism” (1). Legislators concerned about the social impacts of television deferred the introduction of Icelandic broadcasting for many years, beyond the time that most other European nations offered television services. Program offerings were expanded in a gradual way after the 1966 beginnings of Iceland’s public television broadcasting. As Karlsson and Broddason note, “initially the transmission hours were limited to only a few hours in the evening, three days a week and a television-free month in July. The number of transmission days was increased to six within a few years, still with a television-free month in July until 1983 and television-free Thursdays until 1987” (6). Interestingly, the nation is still open to social experimentation on a grand scale. In the 1990s, for example, in response to significant substance abuse by Icelandic teens, the country implemented an interventionist whole-of-Iceland public health program: the Icelandic Prevention Model (Kristjansson et al.). Social experimentation on a smaller scale remains part of the Icelandic cultural fabric. More recently, between 2015 and 2019, Iceland ran a successful social experiment whereby 1% of the working population worked a shorter work week for full time pay. The test was deemed successful because “workers were able to work less, get paid the same, while maintaining productivity and improving personal well-being” (Lau and Sigurdardottir). A number of self-governing Icelandic villages operate a particularly inclusive form of consultative local democracy enabling widespread buy-in for social experiments. Two or more such communities are likely to be interested in trialling an intervention study if there is a plausible reason to believe that the intervention may make a positive difference to teens’ (and others’) experiences of smartphone use. Those plausible reasons might be indicated by observational data from other people’s everyday practices. One comparatively common everyday practice which has yet to be systematically investigated from the perspective of evaluating the possible impacts of regular disconnection is that practiced by families who leave connected media outside the bedroom at night-time. These families are in the habit of putting their phones on to charge, usually in a shared space such as a kitchen or lounge room, and not referring to them again until a key point in the morning: when they are dressed, for example, or ready to leave the house. It is plausible to believe that such families might feel they have greater control over smartphone use than a family who didn’t adopt a regular practice of smartphone disconnection. According to social researchers in the Nordic nations, including co-authors Kjartan Ólafsson and Elisabeth Staksrud, it is likely that an Icelandic community will be keen to trial this experience of regular smartphone disconnection for a period of six months or more, if that trial went hand in hand with a rigorous evaluation of impact. Some religious communities offer a less common exemplar for teens’ regular disconnection from their smartphone. Young people in these communities may suspend their smartphone (and other media use) for just over a full day per week to focus on deepening their engagement with family and friends, and to support their spiritual development. Notable among such examples are teenagers who identify as members of the Orthodox Jewish faith. Their religious practices include withdrawing from technological engagement as part of the observance of Shabbat (the Sabbath): at least, that’s the theory. For the past ten years or so in Australia there has been a growing concern over some otherwise-Orthodox Jewish teens’ practice of the “half-Shabbat,” in which an estimated 17-50% of this cohort secretly use digital media for some time during their 25 hours of mandated abstinence. As one teacher from an Orthodox high school argues, “to not have access to the phone, it’s like choking off their air” (Telushikin). Interestingly, many Jewish teens who privately admit practicing half-Shabbat envision themselves as moving towards full observance in adulthood: they can see benefits in a wholehearted commitment to disengagement, even if it’s hard to disengage fully at this point in their lives. Hadlington et al.’s article “I Cannot Live without My [Tablet]” similarly evokes a broader community crisis around children’s dependence on digital media, noting that many children aged 8-12 have a tablet of their own before moving onto smartphone ownership in their teens (Common Sense Media 22). We appreciate that not every society has children and young people who are highly networked and integrated within digital dataflows. Nonetheless, while constant smartphone connectivity might appear to be a ‘first world problem’, preparing teens to be adults with optimal choice over their smartphone use includes identifying and promoting support for conscious disengagement from media as and when a young person wishes. Such a perspective aligns with promoting young people’s rights in digital contexts by interrogating the possible benefits of regularly disconnecting from digital media. Those putative benefits may be indicated by investigating perspectives around smartphone use held by Orthodox Jewish teenagers and comparing them with those held by teens who follow a liberal Jewish faith: liberal Jewish teens use smartphones in ways that resonate with broader community teens. A comparison of these two groups, suggests co-author Lynne Cohen, may indicate differences that can (in part) be attributed to Orthodox Jewish practices of digital disconnection, compared with liberal Jewish practices that don’t include disconnection. If smartphone disconnection has the potential to offer non-fungible benefits, it is incumbent upon researchers to investigate the possible advantages and drawbacks of such practices. That can be done through the comparative investigation of current practice as outlined above, and via an experimental intervention for approximately six months with a second Icelandic/Nordic community. The Potential Value of Investigating the (Non-)Fungibility of Digital Engagement and Digital Inactivity The overarching hypothesis addressed in this article is that a lived experience of regular smartphone disconnection may offer teenagers the opportunity to feel more in control of their personal technologies. Such a perspective aligns with many established media theories. These theories include the domestication of technology and its integration into daily life, helping to explain the struggle teens experience in detaching from digital media once they have become a fundamental element of their routine. Domestication theory asserts that technology moves from novelty to an integral aspect of everyday experience (Berker et al.). Displacement theory asserts that young people whose lives are replete with digital media may have substituted that media use for other activities enjoyed by the generations that grew up before them, while boyd offers an alternative suggestion that digital media add to, rather than displace, teens’ activities in daily contexts. Borrowing inputs from other disciplinary traditions, theories around mindfulness are increasingly robust and evidence-based, asserting that “attentiveness to what is present appears to yield corrective and curative benefits in its own right” (Brown et al. 1). Constant attention to digital media may be a distraction from mindful engagement with the lived environment. A detailed study of the non-fungible character of smartphone disconnection practices might offer an evidence base to support suggestions, such as those proffered by Beyond Blue, that a digital detox benefits mental health, resilience, and sociality. Such information might support initiatives by schools and other organisations central to the lives of teenagers to institute regular digital disconnection regimes, akin to Iceland’s experiments with television-free Thursdays. These innovations could build upon aligned social initiatives such as “no email Fridays” (Horng), which have been trialled in business contexts. Further, studies such as those outlined above could add authority to recommendations for parents, educators, and caregivers such as those recommendations contained in papers on the Common Sense Media site, for example, including Tweens, Teens, Tech, and Mental Health (Odgers and Robb) and Device-Free Dinners (Robb). Relevantly, the results from such observational and intervention studies would address the post-COVID era when parents and others will be considering how best to support a generation of children who went online earlier, and more often, than any generation before them. These results might also align with work towards early-stage adoption of the United Nations’ General Comment No. 25 on Children’s Rights in Relation to the Digital Environment (UNCRC). If so, an investigation into the fungibility or otherwise of digital abstention could contribute to the national and international debate about the rights of young people to make informed decisions around when to connect, and when to disconnect, from engagement via a smartphone. References Anderson, Monica, and Jingjing Jiang. "Teens’ Social Media Habits and Experiences." Pew Research Center 28 Nov. 2018. <https://www.pewresearch.org/internet/2018/11/28/teens-social-media-habits-and-experiences/>. Berker, Thomas, Maren Hartmann, and Yves Punie. Domestication of Media and Technology. McGraw-Hill Education, 2005. Beyond Blue. “The Benefits of a Digital Detox: Unplugging from Digital Technology Can Have Tremendous Benefits on Body and Mind.” Beyond Blue, n.d. <https://www.beyondblue.org.au/personal-best/pillar/wellbeing/the-benefits-of-a-digital-detox>. Boer, Maartje, Gonneke W.J.M. Stevens, Catrin Finkenauer, Margaretha E. de Looze, and Regina J.J.M. van den Eijnden. “Social Media Use Intensity, Social Media Use Problems, and Mental Health among Adolescents: Investigating Directionality and Mediating Processes.” Computers in Human Behavior 116 (Mar. 2021): 106645. <https://doi.org/10.1016/j.chb.2020.106645>. boyd, danah. It’s Complicated : The Social Lives of Networked Teens. Yale University Press, 2014. <http://www.danah.org/books/ItsComplicated.pdf>. Brown, Kirk Warren, J. David Creswell, and Richard M. Ryan. “The Evolution of Mindfulness Science.” Handbook of Mindfulness : Theory, Research, and Practice, eds. Kirk Warren Brown et al. Guilford Press, 2016. Cabin, The. “Internet Addiction Treatment Center.” The Cabin, 2020. <https://www.thecabinsydney.com.au/internet-addiction-treatment/>. Ciarrochi, Joseph, Philip Parker, Baljinder Sahdra, Sarah Marshall, Chris Jackson, Andrew T. Gloster, and Patrick Heaven. “The Development of Compulsive Internet Use and Mental Health: A Four-Year Study of Adolescence.” Developmental Psychology 52.2 (2016): 272. Common Sense Media. "The Common Sense Census: Media Use by Tweens and Teens, 2021". <https://www.commonsensemedia.org/sites/default/files/research/report/8-18-census-integrated-report-final-web_0.pdf>. Deibert, Ron. “Reset: Reclaiming the Internet for Civil Society.” 2020 Massey Lectures. CBC Radio. 7 Feb. 2022 <https://www.cbc.ca/radio/ideas/reset-reclaiming-the-internet-for-civil-society-1.5795345>. Donald, James N., Joseph Ciarrochi, and Baljinder K. Sahdra. "The Consequences of Compulsion: A 4-Year Longitudinal Study of Compulsive Internet Use and Emotion Regulation Difficulties." Emotion (2020). Gaspard, Luke. “Australian High School Students and Their Internet Use: Perceptions of Opportunities versus ‘Problematic Situations.’” Children Australia 45.1 (Mar. 2020): 54–63. <https://doi.org/10.1017/cha.2020.2>. Hadlington, Lee, Hannah White, and Sarah Curtis. "‘I Cannot Live without My [Tablet]’: Children's Experiences of Using Tablet Technology within the Home." Computers in Human Behavior 94 (2019): 19-24. Horng, Eric. “No-E-Mail Fridays Transform Office.” ABC News [US], 4 Aug. 2007. <https://abcnews.go.com/WNT/story?id=2939232&page=1>. Hoving, Kristel. “Digital Detox Tourism: Why Disconnect? : What Are the Motives of Dutch Tourists to Undertake a Digital Detox Holiday?” Undefined, 2017. <https://www.semanticscholar.org/paper/Digital-Detox-Tourism%3A-Why-disconnect-%3A-What-are-of-Hoving/17503393a5f184ae0a5f9a2ed73cd44a624a9de8>. Jaunzems, Kelly, Donell Holloway, Lelia Green, and Kylie Stevenson. “Very Young Children Online: Media Discourse and Parental Practice.” Digitising Early Childhood. Cambridge Scholars Publishing, 2019, <https://ro.ecu.edu.au/ecuworkspost2013/7550>. Karlsson, Ragnar, and Thorbjörn Broddason. Between the Market and the Public: Content Provision and Scheduling of Public and Private TV in Iceland. Kristjansson, Alfgeir L., Michael J. Mann, Jon Sigfusson, Ingibjorg E. Thorisdottir, John P. Allegrante, and Inga Dora Sigfusdottir. “Development and Guiding Principles of the Icelandic Model for Preventing Adolescent Substance Use.” Health Promotion Practice 21.1 (Jan. 2020): 62–69. <https://doi.org/10.1177/1524839919849032>. Lau, Virginia, and Ragnhildur Sigurdardottir. “The Shorter Work Week Really Worked in Iceland: Here’s How.” Time, 2021. <https://time.com/6106962/shorter-work-week-iceland/>. Lee, James. “16 Smartphone Statistics Australia Should Take Note Of (2021).” Smartphone Statistics Australia, 2022. <https://whatasleep.com.au/blog/smartphone-statistics-australia/>. Leonowicz-Bukała, Iwona, Anna Martens, and Barbara Przywara. "Digital Natives Disconnected. The Qualitative Research on Mediatized Life of Polish and International Students in Rzeszow and Warsaw, Poland." 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