Résumés
Abstract
For this study, I led thirty-two study participants on a 1.5-mile community “data walk” in Long Beach, California, to gain insights into the trust and comfort levels residents experience when encountering smart technologies that track their movements and capture their image. During the walk, study participants used a custom mobile app to map and photograph each smart technology observed. Participants then responded to prompts intended to gauge their perceptions of various smart technologies including surveillance cameras, public Wi-Fi routers, and license plate readers. The analysis—which relied on theoretical frameworks grounded in cultures of trust, surveillance studies, and contextual integrity—found that study participants are generally unaware of the ubiquitous nature of surveillance technologies deployed by both public and private entities, and they can only speculate on how personal information collected is stored, shared, and analyzed. Volunteers also expressed concern about the discriminatory impacts of smart technologies, particularly those used by law enforcement. The findings advocate for structural change, shifting the burden of personal data protection off users themselves.
Keywords:
- Surveillance Technology,
- Data Privacy,
- data walks,
- contextual integrity,
- cultures of trust
Parties annexes
Bibliography
- American Civil Liberties Union. 2002. What’s Wrong with Public Video Surveillance? https://www.aclu.org/other/whats-wrongpublic-video-surveillance [accessed August 10, 2023].
- Amsellem, Audrey. 2021. The Noise of Silent Machines: A Case Study of LinkNYC. Surveillance & Society 19 (2): 168–186.
- Andrejevic, Mark. 2005. The Work of Watching One Another: Lateral Surveillance, Risk, and Governance. Surveillance & Society 2 (4): 479–497.
- Biesiot, Marjin, Tim Jacquemard, and Rinie van Est. 2019. Using Sensor Data for Safety and Quality of Life. Rathenau Instituut, January. https://www.rathenau.nl/en/digitalisering/using-sensor-data-safety-and-quality-life [accessed Feburary 3, 2025].
- boyd, danah, and Kate Crawford. 2012. Critical Questions for Big Data. Information, Communication & Society 5 (15): 662–679.
- Brown, Barry. 2001. Studying the Internet Experience. Hewlett Packard Publishing Systems and Solutions Laboratory, March 26. https://shiftleft.com/mirrors/www.hpl.hp.com/techreports/2001/HPL-2001-49.pdf.
- California Department of Justice. 2023. California Consumer Privacy Act and California Privacy Rights Act. https://oag.ca.gov/privacy/ccpa [accessed February 10, 2023].
- Cao, Quyet, Imran Khan, Reza Farahbakhsh, Guyyarpuram Madhusudan, Gyu Myoung Lee, and Noel Crespi. 2016. A Trust Model for Data Sharing in Smart Cities. Presented at the 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23–27, 1–7. https://doi.org/10.1109/ICC.2016.7510834.
- Cardullo, Paolo, and Rob Kitchin. 2019. Being a “Citizen” in the Smart City: Up and Down the Scaffold of Smart Citizen Participation in Dublin, Ireland. GeoJournal 84 (February): 1–13.
- CB Insights. 2020. Research Brief: What Are Smart Cities? December 15. https://www.cbinsights.com/research/what-are-smart-cities [accessed October 17, 2023].
- Chan, Benson. 2018. Planning Sustainable Smart Cities with the Smart City Ecosystem Framework. Strategy of Things, January 24. https://strategyofthings.io/smart-city-ecosystem [accessed May 5, 2025].
- Chan, Benson. 2019. Building Trust in the Smart City: Think Beyond Cybersecurity and Privacy. IIOT World, March 20. https://www.iiot-world.com/smart-cities-buildingsinfrastructure/smart-cities/building-trust-in-the-smart-city-think-beyond-cybersecurity-and-privacy/ [accessed February 1, 2023].
- City of Long Beach. 2021. Data Privacy Guidelines. https://longbeach.gov/smartcity/guiding-principles/data-privacy/ [accessed March 5, 2023].
- City of Long Beach. 2022a. Smart City LB. Smart City LB. https://longbeach.gov/smartcity/ [accessed March 5, 2023].
- City of Long Beach. 2022b. Memorandum from City Manager Thomas Modica. https://www.longbeach.gov/globalassets/city-manager/media-library/documents/memos-to-the-mayor-tabbed-file-list-folders/2022/december-22--2022--recommendations-on-facial-recognition-technology-and-other-surveillance-technologies [accessed May 5, 2025].
- City of San Diego. 2024. Technology. https://www.sandiego.gov/police/data-transparency/technology [accessed November 11, 2024].
- Clarke, Roger. 1988. Information Technology and Dataveillance. Communications of the ACM 31 (5): 498–512.
- Colorado Legislature. 2021. Colorado Privacy Act. https://leg.colorado.gov/sites/default/files/2021a_190_signed.pdf.
- Connecticut General Assembly. 2022. Personal Data and Online Monitoring Act. https://www.cga.ct.gov/2022/amd/S/pdf/2022SB-00006-R00SA-AMD.pdf.
- Consumer Data Protection Act. 2021. Legislative Information System. https://law.lis.virginia.gov/vacodefull/title59.1/chapter53/ [accessed May 5, 2025].
- Data USA. 2024. Long Beach, California Population and Diversity. https://datausa.io/profile/geo/long-beach-ca/#demographics [accessed May 27, 2024].
- Deloitte. 2017. Global Mobile Consumer Survey: U.S. Edition. https://www2.deloitte.com/content/dam/Deloitte/us/Documents/technology-media-telecommunications/us-tmt-2017-global-mobile-consumer-survey-executive-summary.pdf.
- Electronic Frontier Foundation. 2022. Data Driven: What is ALPR? https://www.eff.org/pages/what-alpr [accessed September 9, 2023].
- Engelbert, Jiska, Aksel Ersoy, Ellen van Bueren, and Liesbet van Zoonen, Liesbet. 2022. Capitalizing on the “Public Turn”: New Possibilities for Citizens and Civil Servants in Smart City-making. Journal of Urban Technology 29 (3): 3–17.
- Federal Trade Commission. 2022. Consumer Advice: How to Safely Use Public WiFi Networks. https://consumer.ftc.gov/articles/how-safely-use-public-wi-fi-networks [accessed November 11, 2023].
- Flores, Kevin. 2020. City Council to Decide Whether to Buy Controversial License Plate Readers. Forthe, November 17. https://forthe.org/journalism/license-plate-readers/ [accessed December 15, 2023].
- Forlano, Laura. 2010. Flashmob Ethnography Workshop. Ethnographic Praxis in Industry Conference Proceedings 2010 (1): https://doi.org/10.1111/j.1559-8918.2010.00030.x.
- Galič, Maša. 2022. Smart Cities as “Big Brother Only to the Masses”: The Limits of Personal Privacy and Personal Surveillance. Surveillance & Society 20 (3): 306–311.
- Google Play. 2025. Moovit: Your Transit Tracker (Permissions). https://play.google.com/store/apps/details?id=com.tranzmate [accessed May 6, 2025].
- Han, Byung-Chul. 2015. The Transparency Society. Stanford, CA: Stanford University Press.
- Hardin, Russell. 2006. Trust. Cambridge, UK: Polity Press.
- Haskins, Caroline. 2019. Amazon’s Home Security Company is Turning Everyone into Cops. Vice, February 7. https://www.vice.com/en/article/qvyvzd/amazons-home-security-company-is-turning-everyone-into-cops [accessed August 16, 2023].
- Heidelberg, Kirsten. 2020. Trust in Smart City Systems: Characteristics and Key Considerations. Cybersecurity & Infrastructure Agency, January. https://www.cisa.gov/sites/default/files/publications/Trust%2520in%2520Smart%2520City%2520Systems%2520Report%252020200715_508.pdf [accessed May 5, 2025].
- International Association of Chiefs of Police. 2022. ALPR FAQs. https://www.theiacp.org/resources/alpr-faqs [accessed May 5, 2025].
- Julsrud, Tom, and Julie Krogstad. 2020. Is There Enough Trust for the Smart City? Exploring Acceptance for the Use of Mobile Phone Data in Oslo and Tallinn. Technological Forecasting and Social Change 161 (December): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7501060/# [accessed April 30, 2023].
- Kassner, Michael. 2016. Former NSA and CIA Director Recommends Managing Consequences Instead of Vulnerabilities. TechRepublic, June 2. http://www.techrepublic.com/article/former-nsa-and-cia-director-recommends-managing-consequences-instead-of-vulnerabilities/ [accessed February 23, 2017].
- Lee, Paul, Mark Casey, Craig Wigginton, and Cornelia Calugar-Pop. 2019. Deloitte’s Global Mobile Consumer Survey. https://www2.deloitte.com/content/dam/insights/us/articles/glob43115_2019-global-mobile-survey/DI_2019-global-mobile-survey.pdf [accessed May 6, 2025].
- Long Beach Police Department. 2019. LBPD Partners with Ring to Utilize New Technology to Further Investigations. https://www.longbeach.gov/police/archive-news-releases/2019/lbpd-partners-with-ring-to-utilize-new-technology-to-further-investigations/ [accessed May 6, 2025].
- Long Beach Transit. 2021. Stay Connected with LBT: Text for Next. https://ridelbt.com/connect/ [accessed September 19, 2021].
- Lupton, Deborah, and Mike Michael. 2017. Depends on Who’s Got the Data: Understandings of Personal Digital Dataveillance. Surveillance & Society 15 (2): 253–268.
- Mann, Steve, Jason Nolan, and Barry Wellman. 2003. Sousveillance: Inventing and Using Wearable Computing Devices for Data Collection in Surveillance Environments. Surveillance & Society 1 (3): 331–355.
- Marwick, Alice. 2012. The Public Domain: Surveillance in Everyday Life. Surveillance & Society 9 (4): 378–393.
- Marx, Jesse. 2020. Morning Report: After Protests, SDPD Turned to Streetlight Cameras. Voice of San Diego, June 30. https://voiceofsandiego.org/2020/06/30/morning-report-after-protests-sdpd-turned-to-streetlight-cameras/ [accessed May 5, 2025].
- Mayer-Schönberger, Viktor, and Kenneth Cukier. 2013. Big Data: A Revolution That Will Transform How We Live, Work, and Think. New York: Houghton Mifflin Harcourt.
- Moovit. 2022. About Moovit. https://moovit.com/about-us/ [accessed December 22, 2022].
- Murakami Wood, David. 2015. Smart City, Surveillance City. The Society for Computers and Law, June 30. https://www.scl.org/articles/3405-smart-city-surveillance-city [accessed May 6, 2025].
- Murakami Wood, David, and Debra Mackinnon. 2019. Partial Platforms and Oligoptic Surveillance in the Smart City. Surveillance & Society 17 (1/2): 176–182.
- Natale, Samuel. 1998. Corporate Structures, Business and the Management of Values. Lanham, MD: University Press of America.
- Nissenbaum, Helen. 2010. Privacy in Context: Technology, Policy and the Integrity of Social Life. Stanford, CA: Stanford University Press.
- Nissenbaum, Helen. 2011. A Contextual Approach to Privacy Online. Daedalus 140 (4): 32–48.
- Nissenbaum, Helen. 2019. Contextual Integrity Up and Down the Food Chain. Theoretical Inquiries 20 (1): 221–256.
- Norris, Clive, Mike McCahill, and David Wood. 2004. The Growth of CCTV: A Global Perspective on the International Diffusion of Video Surveillance in Publicly Accessible Space. Surveillance & Society 2 (2/3): 110–135.
- Norton. 2024. Public WiFi: An Ultimate Guide on the Risks + How to Stay Safe. September 15. https://us.norton.com/blog/privacy/public-wifi [accessed November 11, 2024].
- Osier, Valerie. 2020. After Promising Not To, LBPD Says it Accidentally Shared License Plate Data with ICE. Long Beach Post, December 21. https://lbpost.com/news/immigration/lincense-plate-readers-ice-long-beach-police-share-accident [accessed March 10, 2023].
- Passett, Alex. 2023. 20% of American Households Now Have a Smart Video Doorbell. IoT Evolution, September 29. https://www.iotevolutionworld.com/smart-home/articles/457278-20-american-households-now-have-smart-video-doorbell.htm [accessed May 5, 2025].
- Passport Inc. 2023. Passport Unveils New Performance Benchmarking Solution. June 12. https://www.passportinc.com/blog/passport-unveils-new-performance-benchmarking-solution/ [accessed July 1, 2024].
- Pew Research Center. 2023. How Americans View Data Privacy. October 18. https://www.pewresearch.org/internet/2023/10/18/views-of-data-privacy-risks-personal-data-and-digital-privacy-laws/ [accessed July 3, 2024].
- Powell, Allison. 2017. Data Walks and the Production of Radical Bottom-up Data Knowledge. Paper Presented at the International Communications Association Conference, San Diego, California, May 24. https://www.academia.edu/32302676/Data_Walks_and_the_Production_of_Radical_Bottom_up_Data_Knowledge [accessed May 5, 2025].
- Ring. 2024a. Ring Help. Proper Positioning for Your Video Doorbell Wired. https://ring.com/support/articles/pfl6f/How-to-Properly-Position-Your-Video-Doorbell-Wired.n [accessed May 5, 2025].
- Ring. 2024b. Ring Announces New App Features, Sunsets Requests for Assistance Post. https://blog.ring.com/aboutring/ring-announces-new-neighbors-app-features-sunsets-request-for-assistance-post/ [accessed May 5, 2025].
- Schomaker, Rahel, and Christian Bauer. 2022. Trust and Transaction Costs in Public–Private Partnerships: Theoretical Reflections and Empirical Findings. Public Money & Management 42 (4): 284–290.
- Shelton, Taylor, and Thomas Lodato. 2019. Actually Existing Smart Citizens: Expertise and (Non-Participation) in the Making of the Smart City. City 23 (1): 35–52.
- Social Bicycles. 2024. Long Beach CA Bikeshare Rental Agreement and Waiver. https://app.socialbicycles.com/networks/63/terms [accessed November 11, 2024].
- Stark, Luke, Amanda Stanhaus, and Denise Anthony. 2020. “I Don’t Want Someone to Watch Me While I’m Working”: Gendered Views of Facial Recognition Technology in Workplace Surveillance. Journal of the Association for Information Science and Technology 71 (9): 1074–1088.
- Statista. 2024. Smart Cities—Worldwide. https://www.statista.com/outlook/tmo/internet-of-things/smart-cities/worldwide [accessed May 5, 2025].
- Talev, Margaret. 2020. Axios-Ipsos Poll: America’s Big Racial Divide on Police, Virus. Axios, June 2. https://www.axios.com/2020/06/02/axios-ipsos-coronavirus-week-11-george-floyd [accessed May 5, 2025].
- Times Editorial Board, The. 2022. Editorial: Port Pollution is a Crisis. It’s Going to Take More Than a $20 Container Fee to Fix. Los Angelos Times, October 26. https://www.latimes.com/opinion/story/2022-10-26/port-pollution-surge-pandemic [accessed May 2, 2024].
- United Nations Human Rights Council. 2022. The Right to Privacy in the Digital Age. August 4. https://digitallibrary.un.org/record/3985679?ln=en&v=pdf [accessed May 5, 2025].
- US Census. 2024. QuickFacts: Long Beach City, California. https://www.census.gov/quickfacts/fact/table/longbeachcitycalifornia/PST045222 [accessed November 12, 2024].
- Utah State Legislature. 2022. Consumer Privacy Act. https://le.utah.gov/~2022/bills/static/SB0227.html [accessed June 16, 2024].
- Valadbigi, Akbar, and Bagrat Harutyunyan. 2012. Trust. The Social Virtues and the Creation of Prosperity: by Francis Fukuyama. Studies of Changing Societies 1 (1): 80–95.
- van Dijck, José. 2014. Datafication, Dataism and Dataveillance: Big Data Between Scientific Paradigm and Ideology. Surveillance & Society 12 (2): 197–208.
- van Es, Karin, and Michiel de Lange. 2020. Data with its Boots on the Ground: Data Walking as Research Method. European Journal of Communication 35 (3): 278–289.
- van Zoonen, Liesbet, Fadi Hirzalla, Jiska Engelbert, Linda Zuijderwijk, and Luuk Schokker. 2017. Seeing More Than You Think: A “Data Walk” in the Smart City. In Public Engagement with the Smart City, edited by Sally Hussey, 16–19. Carlton, AU: Bang the Table.
- Walter Kille, Leighton, and Martin Maximino. 2014. The Effect of CCTV on Public Safety: A Research Roundup. The Journalist’s Resource, February 11. https://journalistsresource.org/politics-and-government/surveillance-cameras-and-crime/ [accessed May 5, 2025].
- Wylie, Bianca. 2018. Searching for the Smart City’s Democratic Future. Center for International Governance Innovation, August 13. https://www.cigionline.org/articles/searching-smart-citys-democratic-future/ [June 18, 2023].
- Wyze. 2024. The All-new Wyze Cam v4. https://www.wyze.com/ https://www.wyze.com/ [accessed June 1, 2024].
- Zucker, Lynne. 1986. Production of Trust: Institutional Sources of Economic Structure, 1840–1920. In Research in Organizational Behavior, Vol. 8, edited by Barry M. and L.L. Cumings, 53–111. Greenwich, CT: JAI press.

