Analyze

At the height of the West African Ebola epidemic, West African governments and Mobile Network Operators (MNOs) were barraged with requests from international humanitarian and Western data analytics agencies to provide Call Detail Record data. This data could furnish the large-scale ambitions of data modelling to track and predict contagion. Despite its utility in tracking mobility and, as such, disease, CDR’s use raises many privacy concerns. In addition, embedded within a turn towards datafication, CDR technologies for surveillance embed specific ontologies of the data-focused society they emerge from. There is a false equivalence embedded in the relationship between humans and technology. The predominantly Western idea that one phone equals one person underlines the claim that CDR data accurately tracks distinct user movements, encoding a Western “phone self-subjectivity” (Erikson 2018). However, the refusal by some African actors to hand over sensitive mobile data to international agencies was met with forceful rhetoric of Africa’s moral obligation to comply—to forgo privacy rights in the name of ‘safety.’ The Ebola context reflects an emergent digitization of emergencies in the Global South, which is reshaping the way societies understand and manage emergencies, risk, data, and technology. The big data frenzy has seen a rising demand to test novel methods of epidemic/pandemic surveillance, prediction, and containment in some of the most vulnerable communities. These communities lack the regulatory and infrastructural capacity to mitigate harmful ramifications. With this emergence is a pivot towards 'humanitarian innovation,' where technological advancements and corporate industry collaboration are foregrounded as means to enhance aid delivery. In many ways, these narratives of innovation and scale replicate the language of Silicon Valley’s start-up culture. Surveillance of the poor and disempowered is carried out under the guise and rhetoric of care. In this scenario, market ideals and data technologies (re)construe social good as dependent on the “imposition of certain unfreedoms” as the cost of protection (Magalhaes and Couldry 2021). As big data technologies, they foreground a convergence of market logistics and global networks with existing and already problematic international humanitarian infrastructures (Madianou 2019). These convergences create new power arrangements that further perpetuate an unequal and complex dependency of developing countries on foreign organizations and corporations. Pushback against these data demands showcases competing notions of where risk truly lies. While resistance to data demands was at the state level, community responses to imposed epidemic regulations ranged from non-compliance to riots. These resistances demonstrated how the questions of ‘who and what is a threat?’ or ‘who and what is risky?’ and ‘to whom?’ experience shifting definitions in relation to these technologies as global, national, and community imaginaries are reinforced and reproduced as cultural, political, as well as biological units. 

Source

Akinwumi, Adjua. 2023. "Technological care vs Fugitive care: Exploring Power, Risk, and Resistance in AI and Big Data During the Ebola Epidemic." In 4S Paraconference X EiJ: Building a Global Record, curated by Misria Shaik Ali, Kim Fortun, Phillip Baum and Prerna Srigyan. Annual Meeting of the Society of Social Studies of Science.

(MNOs) were barraged with requests from international humanitarian and Western data analytics agencies to provide Call Detail Record data. This data could furnish the large-scale ambitions of data modelling to track and predict contagion. Despite its utility in tracking mobility and, as such, disease, CDR’s use raises many privacy concerns. In addition, embedded within a turn towards datafication, CDR technologies for surveillance embed specific ontologies of the data-focused society they emerge from. There is a false equivalence embedded in the relationship between humans and technology. The predominantly Western idea that one phone equals one person underlines the claim that CDR data accurately tracks distinct user movements, encoding a Western “phone self-subjectivity” (Erikson 2018). However, the refusal by some African actors to hand over sensitive mobile data to international agencies was met with forceful rhetoric of Africa’s moral obligation to comply—to forgo privacy rights in the name of ‘safety.’ The Ebola context reflects an emergent digitization of emergencies in the Global South, which is reshaping the way societies understand and manage emergencies, risk, data, and technology. The big data frenzy has seen a rising demand to test novel methods of epidemic/pandemic surveillance, prediction, and containment in some of the most vulnerable communities. These communities lack the regulatory and infrastructural capacity to mitigate harmful ramifications. With this emergence is a pivot towards 'humanitarian innovation,' where technological advancements and corporate industry collaboration are foregrounded as means to enhance aid delivery. In many ways, these narratives of innovation and scale replicate the language of Silicon Valley’s start-up culture. Surveillance of the poor and disempowered is carried out under the guise and rhetoric of care. In this scenario, market ideals and data technologies (re)construe social good as dependent on the “imposition of certain unfreedoms” as the cost of protection (Magalhaes and Couldry 2021). As big data technologies, they foreground a convergence of market logistics and global networks with existing and already problematic international humanitarian infrastructures (Madianou 2019). These convergences create new power arrangements that further perpetuate an unequal and complex dependency of developing countries on foreign organizations and corporations. Pushback against these data demands showcases competing notions of where risk truly lies. While resistance to data demands was at the state level, community responses to imposed epidemic regulations ranged from non-compliance to riots. These resistances demonstrated how the questions of ‘who and what is a threat?’ or ‘who and what is risky?’ and ‘to whom?’ experience shifting definitions in relation to these technologies as global, national, and community imaginaries are reinforced and reproduced as cultural, political, as well as biological units. 

Akinwumi, Adjua. 2023. "Technological care vs Fugitive care: Exploring Power, Risk, and Resistance in AI and Big Data During the Ebola Epidemic." In 4S Paraconference X EiJ: Building a Global Record, curated by Misria Shaik Ali, Kim Fortun, Phillip Baum and Prerna Srigyan. Annual Meeting of the Society of Social Studies of Science. Honolulu, Hawai'i, Nov 8-11.

“...Toxic Wastes and Race at Twenty (Bullard et al., 2007) revealed that communities of colour and poor communities were still being used as dumping grounds for all kinds of toxic contaminants. The authors discovered evidence that the clustering of environmental hazards, in addition to single sources of pollution, presented significant threats to communities of colour. Furthermore, the research showed that polluting industries frequently singled out communities of colour in siting decisions, countering the “minority move-in hypothesis”: the claim that people of colour voluntarily move into contaminated communities rather than being targeted in situ by dirty industries.” (122)

“Bullard (1990) has highlighted the problem of “Black Love Canals” throughout the United States, where issues of environmental injustice are deeply connected with environ- mental racism. For example, Bullard highlights the case of toxic DDT water contamination in the African American community of Triana, Alabama. In 1978, in the midst of the national media attention focused on Love Canal, residents in Triana raised complaints over ill-health effects and contaminated fish and waterfowl. Lawsuits in Triana against the Olin Corporation continued throughout the 1980s. Although the case is noted within environ- mental justice histories (see Taylor, 2014), it is not widely recognized or commemorated.” (126)

“Underpinning the slow, structural violence (see Galtung, 1969; Davies, 2019) of unequal and unjust toxic exposures is the problem of “expendability” … Pellow (2018) proposes that indispensability is a key pillar of critical environmental justice studies (alongside intersectionality, scale, and state power). This idea builds on the work of critical race and ethnic studies scholar John Marquez (2014) on “racial expendability” to argue that, within a white-dominated society, people of colour are typically viewed as expendable.” (127)

“National and international media headlines followed the Flint water crisis story as it unfolded, but, after the initial shock, Flint faded from media attention. It shifted from being a spectacular disaster to a case of slow violence. This paral- lels the dynamics of public memory surrounding many toxic disasters, struggles, and legacies.” (128)

The author’s main argument is two-fold. Acute environmental disasters (e.g., Chernobyl, BP Horizon Spill, Hurricane Katrina) that garnered public attention leave behind legacies of increased support for environmental action and legislation, although the public attention span is often too short for lasting change. At the same time, these disasters have received a disproportionate amount of public attention compared to the many more slow-moving toxicity disasters that affect people in more systematic but often less visible ways. Examples of this disparity include the contrast between the 1984 Bhopal disaster coverage, and the persistent toxicity in the area in the time since then in the form of industrial waste and infrastructure that is not maintained. It is additionally important to note that the cases that don’t receive much attention often affect marginalized groups (by race, socioeconomics) disproportionately.

The authors, Andrew Lakoff and Stephen Collier both study anthropology. They have written several papers together focusing on the social and cultural types of knowledge concerning health and medicine. Lakoff works at the University of Southern California and Collier is the Director of Anthropology for the New School.

The authors argue that while recent changes in health security have led to a modern knowledge base and understanding of health threats these new systems are still forming and adapting as the health problems faced change.

The main argument is supported primarily through policy changes that show a changing approach to public health safety in the government and private organizations, with specific examples such as changes to the US government funding for biodefense research in the early twenty-first century. The paper also includes examples of changing scientific knowledge during the later twentieth century, referencing studies and reports that highlight the changing opinions of the scientific community. Finally, the authors divide the paper into several sections each outlining a specific type of problem and the practices devised as a solution, this format clarifies the main argument and aids the reader in understanding the authors views.

“There is no such thing as being “too secure.” Living with risk, by contrast, acknowledges a more complex calculus. It requires new forms of political and ethical reasoning that take into account questions that are often only implicit in discussions of biosecurity interventions.” (Lakoff 28)

“On the one hand, they examine the different political and normative frameworks through which the problem of biosecurity is approached: national defense, public health, and humanitarianism, for example. On the other hand, they examine the styles of reasoning through which uncertain threats to health are transformed into risks that can be known and acted upon” (Lakoff 12)

“These initiatives build on a growing perception among diverse actors—life scientists and public health officials, policymakers and security analysts—that new biological threats challenge existing ways of understanding and managing collective health and security. From the vantage point of such actors, the global scale of these threats crosses and confounds the boundaries of existing regulatory jurisdictions. Moreover, their pathogenicity and mutability pushes the limits of current technical capacities to detect and treat disease” (Lakoff 8)

The primary method of supporting the main argument is a series of historical examples including policies such as those created by the World Health Organization, outbreaks including AIDS, and previous attempts to provide health security such as the Smallpox Caccination Program. The use of these examples highlights the changing nature of health problems and how that effects the type health security. Specific dates and data from the examples is included, which allows for a more detailed analysis to support the main argument. 

The article primarily discuss the motivations behind emergency response, and how that effects the actions taken by emergency response organizations. The authors claim that emergency response is motivated primarily by nationalism or self-preservation due to the global threat posed by epidemics and other health crisis. The idea of an emergency modality is presented, where rapid response to emerging issues is used as a preventative measure to avoid the spread of a crisis across national borders. The authors claim that emergency modality is the usual protocol for global health organizations due to the funds and resources available after an emergency due to public attention that are difficult to obtain for long term health problems.