scholarly journals Monthly fecundity and the benefits of ovulation tracking in the United States. What big data tells us about the true nature of fertility

2015 ◽  
Vol 104 (3) ◽  
pp. e304 ◽  
Author(s):  
C. Martinez
2021 ◽  
Vol 5 (2) ◽  
pp. 49-57
Author(s):  
Paul F. Gentle

Here in the beginning of 2021, two of the truly relevant federal public finance issues are presented in this article. One is the Debt-to GDP Ratio. The second topic is the true nature of deficits, surpluses and future liabilities treated in budgets constructed via the Unified Budget Act. Two graphs on these issues are included. This article shows that the present Debt-to-GDP ratio is relatively high, as if the nation similar to when the United States was in a period of a major war. This graph is shown in this article’s Figure 1. There has been evidence in the macroeconomic literature that indicates a high Debt-to-GDP ratio can possibly result in some degree of slowed economic growth. Though the literature is varied on that point. The reason for the possible crowding out effect has to do with the competition for loanable funds. There is competition from both the public and private demanders of those loanable funds. Furthermore, there is the reality that all federal trust fund balances of the United States must be used to hold U.S. Treasury bonds. For figure 2, two categories on U.S trust funds are shown. One category is the combined total of Social Security. Medicare, Disability and related funds. This is shown in a red line. All the other federal trust funds are indicated in a blue line. There is a graph that shows these two lines. The graph is of the percentage share between the two categories. As a result, the red and blue lines are inverse functions of each other. Over the eighty-year period (1940-2020), there has been variation if both the red and blue lines. The goal of this articles is for leaders and government analysts to be more aware of the issues of the USA Federal Debt to GDP Ratio and the Unified Budget Act’s lack of Generally Accepted Accounting Principles.


2021 ◽  
pp. 121-137
Author(s):  
Sandro Galea

This chapter evaluates the central role of compassion in preventing the contagion next time. During COVID-19, compassion revealed just how many people in the United States are deeply vulnerable to poor health. This vulnerability was often a product of underlying health conditions. There are many health challenges in the United States which annually generate a level of mortality comparable to that of COVID-19, challenges like obesity and addiction. However, America have not addressed these challenges with anywhere near the level of urgency they brought to bear in addressing COVID-19. A key reason why is, arguably, because these challenges are not infectious, making it possible for the public at large to escape the visceral feeling of vulnerability to a disease which transmits through the air and can strike anybody. Instead, they see these challenges somehow as niche issues, the niche being the lives of the marginalized and disadvantaged groups. This outlook allows them to evade the feeling of common humanity which gives rise to compassion. Compassion, then, depends on the understanding of the true nature of health and of the shared vulnerability to disease.


2020 ◽  
pp. 97-102
Author(s):  
Benjamin Wiggins

Can risk assessment be made fair? The conclusion of Calculating Race returns to actuarial science’s foundations in probability. The roots of probability rest in a pair of problems posed to Blaise Pascal and Pierre de Fermat in the summer of 1654: “the Dice Problem” and “the Division Problem.” From their very foundation, the mathematics of probability offered the potential not only to be used to gain an advantage (as in the case of the Dice Problem), but also to divide material fairly (as in the case of the Division Problem). As the United States and the world enter an age driven by Big Data, algorithms, artificial intelligence, and machine learning and characterized by an actuarialization of everything, we must remember that risk assessment need not be put to use for individual, corporate, or government advantage but, rather, that it has always been capable of guiding how to distribute risk equitably instead.


2015 ◽  
Vol 94 (7) ◽  
pp. 1127-1138 ◽  
Author(s):  
Bruno C. Medeiros ◽  
Sacha Satram-Hoang ◽  
Deborah Hurst ◽  
Khang Q. Hoang ◽  
Faiyaz Momin ◽  
...  

2021 ◽  
Author(s):  
◽  
Fairooz Samy

<p><b>As the leading internet-distributed television platform (IDTVP) today, with over 200 millionworldwide subscribers, Netflix is a fascinating case-study through which to unpack thestrategies, innovations, and possibilities of internet-delivered television.</b></p> <p>This thesis argues that Netflix appropriates existing broadcast and premium cable networkpractices to produce original programming while using internet-originated tools, such as bigdata and algorithms, to continuously improve its interface design. The thesis demonstrateshow Netflix utilises internet discourses relating to television media, streaming, andtechnology, to contextualise subscribers’ interactions with, and consumption of, content onits platform, discursively and practically creating the ‘Netflix experience’.</p> <p>The thesis examines the ways in which Netflix supports its commissioning strategies bycontinuously developing technology that emphasizes personalisation, choice, and temporalflexibility, all while promoting its digital capabilities through self-mythologizing narratives. AsNetflix is constantly evolving in response to changes in the television industry (and is at timesinstigating these changes) this thesis includes industry discourse in the forms of pressreleases, advertising materials, and popular media journalism. Netflix’s framing withinpopular media, both through its own promotional material and across industry press,simultaneously creates, reinforces, and normalises IDTV delivery and viewing protocols.</p> <p>The thesis analyses Netflix’s use of big data and algorithms to ‘create value’ for subscribersby enhancing the user-friendliness and personalisation capabilities of its platform, both ofwhich increase viewer engagement with the Netflix interface. Also discussed are thecompany’s strategies for value creation, such as continuous playback, the skip intro feature,the ability to download episodes automatically for offline viewing, and others, all of whichincentivise temporally-flexible viewing habits, such as binge-watching. Additionally, the thesisinvestigates Netflix’s exploitation of its big data caches to market its original programmesdirectly to subscribers, circulate biased viewing figures pertaining to content on its platform,and categorise its viewers into ‘taste communities’.</p> <p>Domestically, Netflix’s role in the increasing consolidation of content owned by mediaconglomerates is discussed, notably Disney’s 2019 acquisition of 20th Century Fox and itstelevision holdings, and the subsequent effects of the deal on the licensing of Fox and Disney’sintellectual property (IP). Netflix’s upward trajectory in the United States illustrates theopenings and opportunities available to the company in the time immediately before the IDTVmodel became widespread amongst (now) multi-platform broadcast and cable networks,thanks in part to Netflix’s innovations in popularising IDTV protocols. The company tookadvantage of the US television industry’s existing economic and industrial constraints to builda catalogue of acquired content. The resulting popularity of certain (high-end serial drama)programmes (particularly those licensed from cable networks) helped Netflix to establish adomestic subscriber base while forecasting the importance of IP ownership.</p> <p>This thesis posits that the changes in the international regulation and provision of what is nowan established form of television delivery demonstrate the influence that Netflix, as thelargest purveyor of IDTV, has had in gaining entry into 190 countries over the past decade. Assuch, Netflix is an excellent representation of the international possibilities and successes ofIDTV. The thesis also interrogates how Netflix’s entry into original content commissioning hasinstigated broader changes in the legislation, commissioning, production, and reception ofIDTVP in markets such as Brazil, The United Kingdom, India, South Africa, and its domesticmarket of the United States. Internationally, this research examines Netflix’s investments ininternet infrastructure and physical infrastructure, in terms of buying its own production hubsin places like Spain, its relationships with non-US networks, and the legislative response tothe rapid growth of internationally-operating IDTVPs.</p> <p>The thesis investigates how Netflix’s willingness to outspend competitors and accrue debtallows it to build subscriber numbers, despite continuing to rely on acquired content, andincreasingly, co-produced and directly commissioned content with (non-US) networks(Dunleavy 2020). It argues that Netflix is pursuing a commissioning and branding strategy of‘international localisation’. The strategy cultivates cultural specificity in the form of locallanguage use, a story by a local writer-producer, the involvement of a local productioncompany, and partnerships with local casts and crews. This cultural specificity is thencombined with factors that allow local content to appeal to Netflix’s international subscriberbase, including accurately translated subtitling and dubbing in a variety of languages, as wellas adopting aspects of high-end serial drama programming, such as large budgets, highproduction values, and creatively-risky or adult themes. The concept of internationallocalisation is explored through the case studies of two Netflix-originated serial dramaprogrammes, Stranger Things (US) and Queen Sono (South Africa).</p> <p>Internet-delivered television is now a permanent fixture of the entertainment landscape.</p> <p>Multi-platform networks are the predominant group of television providers, with IDTVplatforms constituting an ever-growing part of these networks’ strategies. Increasing mediacompany conglomeration is going to result in the consolidation of intellectual property rightsfor programmes among an oligopoly of parent companies, making content origination evenmore crucial for television providers. These conditions occurred alongside the rise of Netflix,a company which, little more than a decade prior, was primarily a DVD rental service, andnow, in 2020, boasts availability in 190 countries. Netflix is not the ‘global network’ its CEOReed Hastings claims it to be. However, its successes and challenges uniquely represent theseismic changes in the industrial, economic, and technological circumstances of the televisionindustry over the past ten years.</p>


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