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Analyze

What is the main argument, narrative and effect of this text?

margauxf

The authors review literature on the datafication of health, which they identify as the way through which health has been quantified on a number of different scales and registers. They focus primarily on the datafication of health in clinical health care and self-care practices, rather than medical research and public health infrastructures. From this literature, they identify three key themes: datafied power (the ways through which data permeates and exerts power over forms of life), living with data (focused on datafication as an intimate form of surveillance, and a technology of the self), and data-human mediations (which emphasizes the nonhuman elements mediating datafication dynamics and experiences—such as algorithms, data infrastructure and data itself).

 

In examining literature on datafied power, the authors acknowledge a lack of scholarship on understanding data and datafication in terms agency, rather than simply power and domination. For instance, data is sometimes mobilized in “creative and even pioneering ways (Rapp 2016)” (265).

 

They describe literature on “living with data” as increasingly focus examining the social, narrative, and affective dimensions of data practices and experiences (e.g. work on the “Quantified Self,” a group seeking self-knowledge through numbers – a form of relationality that might be described as datasociality). Some scholars have argued that data can render “‘feelings and problems more tangible and comparable” (Sharon & Zandbergen 2016, p. 11)” (267). Some have also acknowledged as well a “curious resonance between the vision of empowered, resisting individuals that many ethnographers of self-tracking celebrate, and the rhetoric of consumer empowerment found in discourses of digital health (Schull 2017, Sharon 2017)” (267).

 

The literature on data-human mediations emphasizes the agency, liveliness and/or performativity of nonhuman elements—essentially, how they structure and shape the possibilities for action. For instance: “as social expectations of normality and health become embedded in tracking devices’ target numbers, presentation of scores, and gamified incentives (Depper & Howe 2017, Whitson 2013), a “numerical ontology” comes to suffuse everyday practices and “the ways in which people relate to their own bodies” (Oxlund 2012, p. 53; see also Jethani 2015, p. 40)” (269). Perspectives and action can be enabled or disabled by wide variety of factors: the design and performativity of data technology software (user interface, operational and analytical algorithms), hardware (devices, sensors), data itself (as illustrated in different ways), and data infrastructures (labs, data centers, serve and cloud storage, and networks that organize how data is stored and circulated). An analytically constructive focus in this literature has emerged by applying the concept of “assemblage” as a way of tracing how data moves: “where it flows, where it finds impasses, how algorithms act on it along the way” (270).

 

Lastly, the authors identify scholarship on “data activism” as an emerging focus on exploring how data technology capacities might be employed to promote social justice, collective action, and political participation, as well as to challenged dominant norms and ideologies: “Individual self-tracking data, for instance, can have social and political potential when it is pooled to identify health inequalities, collective environmental exposure, or disparities in quality of life (Gabrys 2014).” (271)

 

Responsive Curriculums

prerna_srigyan
  • The process of designing curriculum is quite useful as it details how different activities correspond to learning goals in science, mathematics, and technology. Fig. 3 describes the steps: selecting content through content specialists in the POAC team, making a curriculum outline, individual meetings with content specialists, and making the lesson plans. I really like the activities they designed, such as comparing different mask materials and how they protected against differently-sized viruses. They were also given time to research career pathways and present on epidemiology careers, a step that invites students to imagine career pathways. 

  • I realize the scope and audience of this paper is different, but I am so curious about how the Imhotep Academy created a setting that encouraged underrepresented students to participate and speak up, given that they cite evidence of how difficult that can be. How did they choose participants? 

  • Having read Freire’s Pedagogy of the Oppressed recently, I am thinking about his approach to curriculum design that is based on a feedback loop between would-be learners and would-be educators. The roles of learners and educators aren’t fixed. Content development is not done beforehand just by content specialists but in an iterative process with multiple feedback loops. Since very few research teams have the time or the resources to deploy Freire’s rigorous approach, I am not surprised that most curriculum development does not follow the route. And educators are working with former experiences anyway. So I am curious about how the authors’ previous experiences shaped their approach to curriculum design?

  • A context for this paper is the controversy on the proposed revisions to the California math curriculum that conservative media outlets argue “waters down” calculus–a cherry topping on the college admissions cake–to privilege data science in middle-school grades. Education researchers contend that apart from physics and engineering majors, not many colleges actually require calculus for admissions (many private institutions do), and that the relevance of advanced calculus for college preparation is overrated. 

  • National Commission on Excellence in Education ‘s 1983 report Nation At Risk: the need for a new STEM workforce specializing in computer science and technology 

  • National Council on Mathematics 2000 guidelines for preparing American students for college in Common Core Mathematics 

  • Stuck in the Shallow End: Virtual segregation; Inequality in learning computer science in American schools focusing on Black students 

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lynn316

Vulnerability the quality or state of being exposed to the possibility of being attacked or harmed, either physically or emotionally. When dealing with the children living in poverty in essex county this is assess by whay disadvantages they are automatically supjected to by living in the area with their current socioeconomic status

Resilience the capacity to recover quickly from difficulties; toughness. This is a reveiw of what resources they hold and how they are currently dealing with the issues that they are facing

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lynn316

Full annotation

Annotate ONE of the readings assigned for the week. The reading you choose must have an asterisk next to it in the syllabus (hint: the longer readings will almost always have an asterisk). Annotations should be at least 200 words, excluding the quotes and citations. Please use the following format:

1. Citation:  ACNJ (2018, March). Newark Kids Count Report  2018 . Retrieved from Kids Count Data Center:https://acnj.org/kids-count/newark-kids-count/2. What three quotes capture the critical import of the text (include page numbers)?Newark has high rates of both. As indicated in this year’s Newark Kids Count, 37 percent of Newark families with children live under the poverty level. Additionally, Newark’s housing stock is relatively old, with 73 percent of households living in homes built before 1980, two years after lead paint was banned. The most up-to-date science recognizes that even very small amounts of lead in a child’s body can cause lifelong damage. The State of New Jersey has recognized this fact by lowering the blood lead level necessary to trigger state action, from 10 micrograms per deciliter to 5. This reflects federal CDC recommendations (ACNJ 7,2018)Importance: There was a common misconception that the issue with lead in the city of newark came from the water systems when actually it came from lead based paint. Newark is extremely old in it history  along with its housing, Some homes date back to almost three hundred years, which dates back to when leadbased paint was the only option.When a family spends too much money on rent, they have less to spend on other necessities, such as food or transportation. The 30 percent of income standard has been in use since the 1930s. 1 In 2016, 59 percent of Newark families spent a significant portion of their income on rent — far higher than the statewide figure of 49 percent. The 2016 median monthly rent for Newark residents was $1,013, just $231 less than the statewide median rent. With a median income of less than $35,000, Newark families with children face disproportionately high housing costs.(ACNJ 24,2018)Importance: The Price of housing in the city of newark economically handicaps the majority of its inhabits. When a family has to spend more than 30% of the total monthly income not only are they unable to save but also it could possible make them unable to afford other basic nessesities such a healthy non processed food, if any.Students who miss 10 percent of school days (about two days a month) are more likely to fall behind in school and not graduate on time.(ACNJ 43 ,2018)Importance: For children that come from a low income background, education for many is the only way that some are able to change their socio-economical status.3. What is the main argument of the text, AND how does the author support it?The Report starts off by giving the statistics of the demographic background of the children of newark and how the population is growing, birthrates and foreign born children. LAstly it mentions the  number of single parent homes in the area. This directly flows into the economical portion because these single parent homes account for 87% of those that live in poverty.  Then it goes into the economic scope while highlighting "Family Economic Security " and " Economically Disadvantaged Children" along with Unemployment and how it influencese children . Housing Costs and how they directly determines the remaining portions that can be alloted to Food, and the lack of Nutritional Benefits children our left with. The report mentions programs that aid to contributing nutritional  diet that impact health for example, School Breakfast.  More topics such as : education,child neglect, prenatal care4. Responses, reflections, or questions:Does HUD plan on increase the amount of affordable housing in Newark?Does Newark plan one creating a lead removal fund program for current home owners?Should Pre-K be mandartory? Would that be wise to do in Essex County and would it influence the Academic preformance?

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sydne.nance

The Supplemental Nutrition Assistance Program (SNAP) and Women, Infants, and Children (WIC) are two agencies that many low-income families are enrolled in.  WIC provides nutritious food for pregnant, breastfeeding and postpartum women, infants and children up to the age of five; it is specifically available for household up to 185 percent of the federal poverty lines.  SNAP provides low-income families with nutritious food.

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sydne.nance

SNAP and WIC are two organizations helping low-income families.  30,000 Newark children are receiving SNAP benefits, and 12% of Newark residents are eligible for WIC.  SNAP is the Supplemental Nutrition Assistance Program and WIC is the Supplemental Nutrition Program Women, Infants, and Children.  Both organizations provide nutritious food to low-income families to prevent food insecurity.