Tuesday, December 24, 2019

Hiv A Modern Atlantian Epidemic - 1600 Words

HIV: A Modern Atlantian Epidemic HIV, or human immunodeficiency virus, is a global issue that is classified as a pandemic by the CDC and WHO, however an epidemic is on the rise at an alarming rate in Atlanta, Georgia. This cluster in downtown Atlanta is being contributed to several factors, including poverty, a greater percentage of African-American residents and behaviors that increase the risk of HIV, including unsafe gay sex and injection drug use. Approximately half of newly diagnosed HIV patients in Atlanta have unknowingly progressed to full-blown AIDS, according to testing conducted by Grady Hospital (Archer, 2015). An alarming amount of those patients, approximately 8%, reside within the same 30303 zip code as the hospital itself†¦show more content†¦Once the host cell of the body is superimposed by the virus, it then begins its replication process by â€Å"budding† newly replicated virus cells by converting the viral RNA into viral DNA using the virus’ own enzymes. This virus severely compromises the immune system responses, both humoral and cell-mediated, by targeting and attacking CD4+ T-helper lymphocyte cells and central nervous system cells. This virus also uses the lymphoid tissues and organs to multiply and contain itself to continue infections throughout the body. HIV is a disease with multiple stages of severity. Persons who acquire this disease may unknowingly be a carrier for years without realizing it. At early onset of acute HIV infection (Stage 1), a few weeks after exposure, viral replication is rapid and there may be mild, generalized flulike symptoms such as low fever, fatigue, arthralgia, and sore throat (VanMeter, 2014). Following this brief illness, if any, of stage I the person would then go into Stage 2 or clinical latency. This period can also be referred to as asymptomatic HIV infection due to the low levels of HIV reproductions. For some, this period can last many years to a full decade or beyond, but without treatment many will go through this phase quickly. Those that test

Monday, December 16, 2019

What is recruitment and selection Free Essays

What is recruitment and selection? [In other words, the process where an organization collect a number of people who met requirements and qualified for that organization] Selection is†¦.. During both processes RS, an organization has to justify why they are going to choose particular methods to recruit and select people in a capable pool, that is to say, what elements or what under considerations which they use to influence their decisions before recruiting and selecting people Attraction and Retention The definition of recruitment is the process of generating a pool of capable people to apply an organization for employment. We will write a custom essay sample on What is recruitment and selection? or any similar topic only for you Order Now therefore this means that there is a need to generate people’s interest to apply for the job. This means that people have choice to choose This is why an organization has to consider this strategic choice. To be precise, attraction means†¦. For the internal sources this is associated with retention which means When considering attraction and retention strategy, an organization might first of all apply the concept of Fitting the person to the environment, organization As this diagram illustrates In an organization Whereas HR plocies will be designed to achevive particular organizational targets and goals, those policies also provide an opportunity for individual needs to emerge and be satisfied. This view assumes that a fit between a person and the environment can be found so that commitment and performance are enhance (Kristof, 1996). This not only gives a high performance advantages but also lead to â€Å"retention† Criticism However, commentator have Doubted whether such mutuality could develop on the basis of equality because organizational need would always be superiority. In typical form of profit-organistaion, the issue of profits maybe considered outweight individual needs. Competencies Another important element when considering attraction and retention strategy in recruitment and selection is to set out, what is it referred as â€Å"competencies† which are developed within the organization. A set of behavior patterns that the incumbent needs to bring to a position in order to perform its tasks an functions with competence. (The ability, skills and knowledge obtained by candidates and relevantly required and matched with organizational goals and targets) For instance, In large financial services organisations in the UK set out its competencies for example self-control †¦. etc If we look at Lloyds TBS’s, one of large financial services, it provides its vision and projected image of its organisation that How to cite What is recruitment and selection?, Essay examples

Sunday, December 8, 2019

Frito

Frito-Lay Tostistos Essay Frito-LaysTostitosIn 1932, Elmer Doolin, who was in the icecream business, bought a recipe for corn chips from a Mexican man who was eager to leave the states and return home. From him Doolin acquired 19 accounts and old manufacturing equipment in hopes to start an entirely new industry in America. The first manufacturing plant for Fritos Corn Chips started out in Doolins mothers kitchen. With a lot of hard work, Elmers sales increased and new equipment and packaging were soon needed. After WW II he would grant H.W. Lay and Company, a source of potato chips and snack foods, an exclusive franchise to manufacture and distribute Fritos Corn Chips. The two companies would work close together and in 1961 they would merge. Four years later, Pepsi-Cola Company would also combine with Frito-Lay, but with separate operating divisions, to form a new company called PepsiCo. Consumers in 1995 spent an estimated $13.2 billion on Frito-Lay snacks, up $1.8 billion in 1994. (PepsiCo. 1995 Annual Report). Currently, Frito-Lay is still expanding its sales and serves all of the US markets. In 1989 they reconstructed their business into 4 regional divisions to strengthen its channel distribution. Their growth has continued and as of 1991 they had 22 Sales and Marketing areas in order to bring the decision process closer together. Currently they are continuing to grow nationally and globally with distribution reaching nearly 400,000 in retail, vending, and food service accounts around the country (PepsiCo. 1995 Annual Report) They offer more than 100 product lines and several brand names such as Lays, Ruffles, Doritos, Rold Gold, and Tostitos. The overall market share for tortilla and corn chips in 1993 accounted for 25.8% of retail sales and 27.8% of pound volume of the salted snacks market. Frito-Lays market coverage involves intensive distribution by placing i ts products in convenience stores, mass merchandisers, supermarkets, grocery stores, and vending machines. Todays average for the companys distribution amongst grocery and supermarkets has risen to about 56% (PepsiCo.1996 Facts). Frito-Lays closest competition in size for snack foods is Nabisco, who dosent have a snack chip to compete with Tostitos corn chip. Golden Flake Enterprises is Fritos biggest competitor in size and markets served that has a tortilla chip, but they compete in an indirect way through limited product lines. Some companies that compete serving smaller markets are Philadelphias Utz, Herrs, and Bravo. They try to compete with Frito-Lay, but most of them have to add a degree of differentiation to gain a slight competitive advantage in a market that is to easy to copy. Companies selling in small local markets try to compete and differentiate through targeting their audiences more directly which is hard for Frito Lay to do. However smaller companies resources are li mited, so it is hard to compete directly with the big distributor in markets served. Frito has also used the strategy of forward integration, which means they have used their earnings to gain ownership or control over distributors and retailers which makes it hard for small companies to gain distribution channels. Fritos snack products are available in 40 countries and believes that the majority of its growth will come from establishing new markets. Frito-Lay owns most of their operations but some operations are joint ventures. The company works hard at keeping its market share and has brought in outside firms to look at their supply chain from manufacturing to distribution, to logistics and transportation planning. This past year the company won an award for its seasoning and packaging program. It works to get full truckloads by utilizing unique carrier management technology systems which are projected to save 20% in transportation costs, reduce inventory carrying costs, and enable deliveries twice a week to production facilities which is expected to decrease transportation time. They are also using what is called a back-haul program to fill empty miles in Frito-Lays private fleet, generating over $250,000 in incremental revenue for its traffic centers. They have also spent big money on an in tegrated system which provides visibility and productivity tools to optimize Frito-Lays distribution network (www.markvii.com/news/frito.htm). Democratic Outlaws EssayMarketing and Advertising

Saturday, November 30, 2019

Mobile Social Media Marketing

Introduction Marketing professionals all over the world are constantly adjusting their business strategies to reach out to the ever-changing demands and needs of customers (Lamarre, Galarneau, and Boeck 2012, p. 1). With the modern day shift to adoption of media services in the concept of marketing, Khalifa and Shen (2008, p. 112) opine that mobility is rapidly becoming an ordinary way of life.Advertising We will write a custom report sample on Mobile Social Media Marketing specifically for you for only $16.05 $11/page Learn More Innovative business mind-sets that have effectively incorporated e-commerce in their marketing strategies view mobile social media marketing as the next best exhilarating business prospect that will enable businesses to relate to their customers successfully through new communication channels (Lamarre, Galarneau, and Boeck 2012, p. 1). Mobile social media marketing differentiates itself from other marketing mediums such as newsp apers, radio, and television. This arguably is due to its highly interactive nature supplied by web browser advantages and mobile device interfaces that make it possible to offer continuous access to prospective customers (Davis and Sajtos 2009, p. 16). These rare advantages effectively suffice as one of the most robust, dynamic, and personal mediums that continue to shape modern day marketing in all corners of the world (Jadhav, Kamble, and Patil 2012, p. 45). Mobile social media marking has the ability to integrate several forms of mobile device technology and practices such as the Internet, VoIP, mobile SMS, the Bluetooth, mobile e-mail, as well as concepts such as SMS marketing, mobile gaming, mobile advertising, and location based marketing (Lamarre, Galarneau, and Boeck 2012, p. 2). Why the shift towards mobile marketing As Lamarre, Galarneau, and Boeck (2012, p. 2) note, Mobile social media marketing taps abundantly into the massive reservoir of potentials that cut mobile ser vice provision across the globe. These provisions have become used commonplace with consumers of all ages and by customer personal mobile interfaces. In recent times, mobile social media marketing has been comprehensively discussed in modern day marketing ventures and has passed the test of management philosophy pigeonholed on its practices, principles, and strategies that underscores its consistent quality delivery.Advertising Looking for report on business economics? Let's see if we can help you! Get your first paper with 15% OFF Learn More Of much consideration has been the increased employees involvement, employee empowerment, top management commitment, benchmarking, team spirit, rewards and recognitions, quality leadership, consistent feedback mechanism and a healthy liaison between companies and consumers, as well as between businesses and their suppliers (Jadhav, Kamble, and Patil 2012, p. 45). Most of the research on mobile social media marketing has majored i n the manufacturing sector. Lately, however, they have spread over the service industry and public administration, each of which has proved to have travelled a robust trajectory towards the empowerment of e-commerce (Abbass and Akram 2010, p 30). The advancements in the service sector, therefore, have occasioned the increased attention to the modern implementation of the mobile social constructs as better ways for companies to develop and enhance the global marketing trends. For corporations, therefore, this new shift in the marketing trends holds an appealing assurance of being in constant and direct touch with their clienteles, thus helping them to nurture a repeated and robust rapport with the potentiality of brand. The move amplifies sales with an express competitive advantage (Lamarre, Galarneau, and Boeck 2012, p. 2). In addition, given that the younger customers could be problematic to reach by means of traditional networks of communication. Mobile social media marketing read ily offers an effective appeal, especially with the increased need to reach out to the younger consumer segment (Gao, Sultan, and Rohm 2010, p. 578). This is because this consumer segment continues to be the brain behind the modern day business success. As such, they have to be lured in keeping with the social trends in the market (Jadhav, Kamble, and Patil 2012, p. 45). Challenges of mobile social media marketing Although mobile social media marketing hypothetically implies a prodigious deal of business opportunities, harnessing such possibilities continues to prove somewhat challenging (Aldà ¡s-Manzano, Ruiz-Mafà ©, and Sanz-Blas 2009, p. 745). Numerous obstacles relating to consumer behaviour continue to characterise it in ways that are yet to be resolved.Advertising We will write a custom report sample on Mobile Social Media Marketing specifically for you for only $16.05 $11/page Learn More As Beck et al. (2008, p. 420) note, it is a forgone concl usion that a great number of consumers often have their mobile devices within reach, thereby establishing a robust network of communication between consumers and companies. Over time, the challenge that has characterised mobile social media marketing revolves around the hitches in linking these two entry points by developing a craving from the prospective consumers to generate access to their mobile devices, whereby such consumers not only gain privilege, but also confidence in the company (Aldà ¡s-Manzano, Ruiz-Mafà ©, and Sanz-Blas 2009, p. 745). The other challenge that is often encountered in the managing of the consumer’s interaction with the company’s communication facilities is whether this might be perceived as being explicitly intrusive on such mobile social media marketing platforms. These contests, according to Davis and Sajtos (2009, p. 15), are pointers that validate the fact that research into this particular zone is necessary, pertinent and well-timed. Trends in mobile social media marketing and change management It increasingly becomes very imperative for organisations to gain competitive advantage by nurturing a culture that guarantees businesses the ability to survive and manage change effectively (Jadhav, Kamble, and Patil 2012, p. 46). Mobile social media marketing trends, according to Cao and McHugh (2005, p. 475), warrant the drive to carry out commerce that seeks to explore the domains of developmental paradigms which are in pursuit of the ever-changing buyer behaviour, habits and consumerism in general. Trends in global trade offer valuable lenses through which organisational leaders with the necessary business zest could monitor their business growth, respond amicably to the demands and mitigate uncertainties within their business structures (Abbass and Akram 2010, p 30). These newfound marketing trends are particularly useful in the concept of organisational intelligence, knowledge management, organisational design, an d corporate strategy to reach out to the global consumers.Advertising Looking for report on business economics? Let's see if we can help you! Get your first paper with 15% OFF Learn More Given that the most widespread trends in the contemporary market are towards an all-pervasive and continuous change, as well as expanding the scope of interdependencies, close parallelism can be amicably drawn between the public and private sectors with the denominator being the propensity towards environmental change (Cao and McHugh 2005, p. 475). Within these considerations, private and public sector organisations seek to thwart the approaching turbulent environmental glitches that are characteristic of traditional marketing. These marketing glitches are contained by dramatic technological changes, as well as socio-economic and political developments that continue to shape global trade. In order to help shape, understand and manage change conduits and its processes more effectively, a comprehensive outlook of change management in global marketing often suffices as the best alternative in keeping with the ever changing market trends (Cao and McHugh 2005, p. 480). The essence of mob ile social media marketing Mobile social media marketing is a venture of management that is concerned primarily with supervising, designing and controlling processes within a production function. The essence of this is to transform business operations especially in light of producing goods while tendering services that seek to meet the demand of consumers’ needs anywhere at all times (Choi et al. 2008, p. 320). Mobile social media marketing as a concept of management, observe Bauer, Reichardt, Barnes, and Neumann (2005, p. 185), takes into consideration the responsibility of underscoring the efficacy of specific business functions that must be realised by way of using the limited resources as possible to meet customers’ satisfaction within a given timeline. This archetypical business venture is also concerned with the efficacy that involves the conversion of inputs such as raw materials, energy and labour into outputs such as goods and services (Bauer et al. 2005, p. 1 85). Succinctly, the essence of mobile social media marketing is its capacity to utilise capital and human resources such as technology and knowledge to convert raw materials and services into either tangible or intangible products in the forms of goods and services. The basis of mobile social media marketing is to design the systems that control an enterprise such as arranging the facilities, coming up with procedures that align the business with mobile device inventory acquisition and scheduling business tasks and outputs while providing a safe passage that guarantees the smooth sail of business towards customers. Standardisation lenses The modern day consumer views business organisations through the lenses of standardisation and businesses that explore the domains of mobile social media marketing as a way of reaching out to their customers, so it normally gets a head-start in the populous market niche (Bouhlel et al. 2009, p. 705). This is so due to the fact that such businessesà ¢â‚¬â„¢ products and services are usually available to the consumers at the click of a call button. Alternatively, prospective buyers could always browse, view and verify the specifications of a product or service offered by the company, thereby saving both time and money. To a spectacular advantage, the authors opine that prospective customers could make on-line requests and be served with various services and products instantaneously (How to make effective disclosures in digital advertising 2013, p. 1). Mobile social media marketing, just like any other business venture, as argued by Josler and Burner (2005, p. 5), falls under categorisation schemes that classifies it within the highly sought after business motifs. These consist of the conceptualisation of higher degree of communication, standardisation levels, production and service delivery functions, as well as entertainments (Kim, Kim, and Kil 2009, p. 142). Marketing within this business model, for example, offers tangible go ods that must reach out to consumers. As such, a distribution system is often upped to get them to their targeted destination. Service industries tend to deal directly with their customers, thus making distribution a less likely challenge at the behest. Here, the concern, however, is to make the services available to the consumers regardless of their global positioning and trends in time (Pisano and Shih 2009, p. 117). Broadly speaking, the focus is on what businesses can do in order to attain a high rate of production in a marketing function. According to recent research in this area, the high-involvement media services by businesses can, for example, create positive attitudes and spellbinding confidence on the part of consumers (Demchenko 2004, p. 24). Massey, Montoya-Weiss and O’Driscoll (2002, p. 275) and Soupata (2005, p. 25) concur that increased media marketing and its practices help generate the types of flexible behaviours that may lead to enhanced performance by bus inesses. Social media applications embrace a wide collection of elements including collaborating projects, content communities, social networking interfaces, and virtual worlds, which essentially continue to factor in within the standard repertoire of communication for many businesses (Kaplan 2012, p. 1). Currently, with the endowment of powerful mobile device to every consumer, several social media applications are gradually becoming mobile, as new entrants in the market persistently appear. Conclusion Mobile social media marketing is rapidly becoming the new face of modern world marketing trends allowing organisations in all parts of the world to effectively reach out to customers and meet their demands beforehand. For many businesses, it will continue to evolve as an integrating tool in communications and marketing strategies. The continued use of mobile social media marketing is expected to expand the scope of global buying and consumption trends for companies and consumers that embrace it. Although mobile social media marketing offers the ability to create new and impressive opportunities, it also comes with challenges including demands for a rapid shift in the thinking skills – especially about marketing mix and market measurement stratagems. Today, companies that are most effective in the frontiers of mobile social media marketing are not only experimenting with several business opportunities; they are equally empowered to create institutional metrics to quantify the impacts of their market energies. In the years to come, effective use of mobile social media tools for marketing will be guided by the very businesses that have the ability to enter into this promising relationship with consumers, employees, supplies, and other stakeholders. References Abbass, B., and Akram, I 2010, ‘Mobile marketing: Examining the impact of trust, privacy concern and consumers’ Attitudes on intention to purchase’, International Journal of Busines s and Management, vol. 5, no. 3, pp. 28-41. Aldà ¡s-Manzano, J., Ruiz-Mafà ©, C., and Sanz-Blas, S 2009, ‘Exploring individual personality factors as drivers of M-shopping acceptance,’ Industrial Management and Data Systems, vol. 109, no. 8, pp. 739-757. Bauer, H. H., Reichardt, T., Barnes, S. J., and Neumann, M. M 2005, ‘Driving consumer acceptance of Mobile marketing: A theoretical framework and empirical study,’ Journal of Electronic Commerce Research, vol. 6, no. 2, pp. 181-192. Beck, R., Beimborn, D., Weitzel, T., and Kà ¶nig, W 2008, ‘Network effects as drivers of individual technology adoption: Analyzing adoption and diffusion of mobile communication services,’ Information Systems Frontiers, vol. 10, no. 13, pp. 415-429. Bouhlel, O., Mzoughi, N., Hadiji, D., and Slimane, I. B 2009, ‘Brand Personality and Mobile Marketing: An empirical investigation,’ Proceedings of world academy of science, engineering and technology, vol . 41, no. 3, pp. 703-711. Cao, G., and McHugh, M 2005, ‘A systemic view of change management and its conceptual underpinnings’, Systemic Practice and Action Research, vol. 18, no. 5, pp. 475-490. Choi, J., Seol, H., Lee, S., Cho, H., and Park, Y 2008, ‘Customer satisfaction factors of mobile commerce in Korea,’ Internet Research, vol.18, no. 3, pp. 313-335. Davis, R., and Sajtos, L 2009, ‘Anytime, anywhere: Measuring the ubiquitous consumer’s impulse purchase behavior,’ International Journal of Mobile Marketing. vol. 4, no. 1, pp. 15-23. Demchenko, Y 2004, ‘Virtual organizations in computer grids and identity management’ Information Security Technical Report. vol. 9, no. 1, pp. 59-76. Gao, T., Sultan, F., and Rohm, A. J 2010, â€Å"Factors influencing Chinese youth consumers’ acceptance of mobile marketing,† Journal of Consumer Marketing, vol. 27, pp. 574-583. How to make effective disclosures in digital advert ising 2013. Web. Jadhav, N., Kamble, S., and Patil, M 2012, ‘Social Media Marketing: The next generation of business trends’, Journal of Computer Engineering, vo. 2278, no. 8727, pp. 45-49. Josler, C. and Burner, J 2005, ‘Project Management methodology in human resource management’. College and University Professional Association for Human Resources. vol. 56, no. 2, 1-7. Kaplan, M 2012, ‘If you love something, let it go mobile: Mobile marketing and mobile social media 4Ãâ€"4,’ Business Horizons, vol. 55, no. 2, pp. 129 – 139. Khalifa, M., and Shen, K. N 2008, ‘Drivers for Transactional B2C M-commerce Adoption: Extended Theory of Planned Behaviour,’ Journal of Computer Information Systems, vol. 48, no. 14, pp. 111-117. Kim, K., Kim, G. M., and Kil, E. S 2009, ‘Measuring the Compatibility Factors in Mobile Entertainment Service Adoption,’ Journal of Computer Information Systems, vol. 50, no. 9, pp. 141-148. Lamar re, A., Galarneau, S. and Boeck, H 2012, ‘Mobile marketing and consumer behaviors current research trend’. Int. J. Latest Trends Computing, vol. 3, no. 201. pp. 1-9. Massey, A, Montoya-Weiss, M, and O’Driscoll, T 2002, ‘Knowledge Management In Pursuit Of Performance: Insights From Nortel Networks’, MIS Quarterly, vol. 26, no. 3, pp. 269-289. Pisano, G.P. and Shih, W.C 2009, ‘Restoring American competitiveness’. Harvard Business Review. vol. 7, no. 8, pp. 114-125. Soupata, L 2005, ‘Engaging employees in company success: The ups approach to a winning team’, Human Resource Management, vol. 44, no. 1, pp. 95-98. This report on Mobile Social Media Marketing was written and submitted by user Maximilian Duke to help you with your own studies. You are free to use it for research and reference purposes in order to write your own paper; however, you must cite it accordingly. You can donate your paper here.

Tuesday, November 26, 2019

Battle of Antietam in the American Civil War

Battle of Antietam in the American Civil War The Battle of Antietam was fought September 17, 1862, during the American Civil War (1861-1865). In the wake of his stunning victory at the Second Battle of Manassas in late August 1862, General Robert E. Lee began moving north into Maryland with the goal of obtaining supplies and cutting the rail links to Washington. This move was endorsed by Confederate President Jefferson Davis who believed that a victory on Northern soil would increase the likelihood of recognition from Britain and France. Crossing the Potomac, Lee was slowly pursued by Major General George B. McClellan who had recently been reinstated to overall command of Union forces in the area. Armies Commanders Union Major General George B. McClellan87,000 men Confederate General Robert E. Lee45,000 men Battle of Antietam - Advancing to Contact Lees campaign was soon compromised when Union forces found a copy of Special Order 191 which laid out his movements and showed that his army was split into several smaller contingents. Written on September 9, a copy of the order was found at the Best Farm south of Frederick, MD by Corporal Barton W. Mitchell of the 27th Indiana Volunteers.   Addressed to Major General D.H. Hill, the document was wrapped around three cigars and caught Mitchells eye as it lay in the grass. Quickly passed up the Union chain of command and recognized as authentic, it soon arrived at McClellans headquarters.   Assessing the information, the Union commander commented, Here is a paper with which, if I cannot whip Bobby Lee, I will be willing to go home.   Despite the time-sensitive nature of the intelligence contained in Special Order 191, McClellan displayed his characteristic slowness and hesitated before acting on this critical information. While Confederate troops under Major General Thomas Stonewall Jackson were capturing Harpers Ferry, McClellan pressed west and engaged Lees men in the passes through the mountains. In the resulting Battle of South Mountain on September 14, McClellans men attacked the out-numbered Confederate defenders at Foxs, Turners, and Cramptons Gaps.   Though the gaps were taken, fighting lasted through the day and bought time for Lee to order his army to reconcentrate at Sharpsburg. McClellans Plan Bringing his men together behind Antietam Creek, Lee was in a precarious position with the Potomac at his back and only Botelers Ford to the southwest at Shepherdstown as an escape route. On September 15, when the lead Union divisions were sighted, Lee only had 18,000 men at Sharpsburg. By that evening, much of the Union army had arrived. Though an immediate attack on September 16 likely would have overwhelmed the scrambling Lee, the ever-cautious McClellan, who believed Confederate forces to number around 100,000, did not begin probing the Confederate lines until late that afternoon. This delay allowed Lee to bring his army together, though some units were still en route. Based on the intelligence gathered on the 16th, McClellan decided to open the battle the next day by attacking from the north as this would allow his men to cross the creek at the undefended upper bridge. The assault was to be mounted by two corps with an additional two waiting in reserve. This attack would be supported by a diversionary attack by Major General Ambrose Burnsides IX Corps against the lower bridge south of Sharpsburg. Should the assaults proved successful, McClellan intended to attack with his reserves over the middle bridge against the Confederate center. Union intentions became clear on the evening of September 16, when Major General Joseph Hookers I Corps skirmished with Lees men in the East Woods north of town. As a result, Lee, who had placed Jacksons men on his left and Major General James Longstreets on the right, shifted troops to meet the anticipated threat (Map). The Fighting Begins in the North Around 5:30 AM on September 17, Hooker attacked down the Hagerstown Turnpike with the goal of capturing the Dunker Church, a small building on a plateau to the south. Encountering Jacksons men, brutal fighting began in the Miller Cornfield and the East Woods. A bloody stalemate ensued as the outnumbered Confederates held and mounted effective counterattacks. Adding Brigadier General Abner Doubledays division into the fight, Hookers troops began to push the enemy back. With Jacksons line near collapse, reinforcements arrived around 7:00 AM as Lee stripped his lines elsewhere of men. Counterattacking, they drove Hooker back and the Union troops were forced to cede the Cornfield and West Woods. Badly bloodied, Hooker called for aid from Major General Joseph K. Mansfields XII Corps. Advancing in columns of companies, XII Corps was hammered by Confederate artillery during their approach and Mansfield was mortally wounded by a sniper. With Brigadier General Alpheus Williams in command, XII Corps renewed the assault. While one division was halted by enemy fire, Brigadier General George S. Greenes men were able to break through and reach the Dunker Church (Map). While Greenes men came under heavy fire from the West Woods, Hooker was wounded as he tried to rally men to exploit the success. With no support arriving, Greene was forced to pull back. In an effort to force the situation above Sharpsburg, Major General Edwin V. Sumner was directed to contribute two divisions from his II Corps to the fight. Advancing with Major General John Sedgwicks division, Sumner lost contact with Brigadier General William Frenchs division before leading a rash attack into the West Woods. Quickly taken under fire on three sides, Sedgwicks men were forced to retreat (Map). Attacks in the Center By mid-day, fighting in the north quieted as Union forces held the East Woods and the Confederates the West Woods. Having lost Sumner, French spotted elements of Major General D.H. Hills division to the south. Though only numbering 2,500 men and tired from fighting earlier in the day, they were in a strong position along a sunken road. Around 9:30 AM, French began a series of three brigade-sized attacks on Hill. These failed in succession as Hills troops held. Sensing danger, Lee committed his final reserve division, led by Major General Richard H. Anderson, to the fight. A fourth Union assault saw the famed Irish Brigade storm forward with its green flags flying and Father William Corby shouting words of conditional absolution.   The stalemate was finally broken when elements of Brigadier General John C. Caldwells brigade succeeded in turning the Confederate right. Taking a knoll that overlooked the road, Union soldiers were able to fire down the Confederate lines and force the defenders to retreat. A brief Union pursuit was halted by Confederate counterattacks. As the scene quieted around 1:00 PM, a great gap had been opened in Lees lines. McClellan, believing that Lee had over 100,000 men, repeatedly refused to commit the over 25,000 men he had in reserve to exploiting the breakthrough despite the fact that Major General William Franklins VI Corps was in position. As a result, the opportunity was lost (Map). Blundering in the South In the south, Burnside, angered by command rearrangements, did not begin moving until around 10:30 AM. As a result, many of the Confederate troops that had originally been facing him were withdrawn to block the other Union attacks. Tasked with crossing the Antietam to support Hookers actions, Burnside was in position to cut off Lees retreat route to Botelers Ford. Ignoring the fact that the creek was fordable at several points, he focused on taking Rohrbachs Bridge while dispatching additional troops downstream to Snavelys Ford (Map) Defended by 400 men and two artillery batteries atop a bluff on the western shore, the bridge became Burnsides fixation as repeated attempts to storm it failed. Finally taken around 1:00 PM, the bridge became a bottleneck which slowed Burnside advance for two hours. The repeated delays permitted Lee to shift troops south to meet the threat. They were supported by the arrival of Major General A.P. Hills division from Harpers Ferry. Attacking Burnside, they shattered his flank. Though possessing greater numbers, Burnside lost his nerve and fell back to the bridge. By 5:30 PM, the fighting had ended. Aftermath of the Battle of Antietam The Battle of Antietam was the bloodiest single day in American military history. Union losses numbered 2,108 killed, 9,540 wounded, and 753 captured/missing while the Confederates suffered 1,546 killed, 7,752 wounded, and 1,018 captured/missing. The next day Lee prepared for another Union attack, but McClellan, still believing he was out-numbered did nothing. Eager to escape, Lee crossed the Potomac back into Virginia. A strategic victory, Antietam allowed President Abraham Lincoln to issue the Emancipation Proclamation  which freed slaves in Confederate territory. Remaining idle at Antietam until late October, despite requests from the War Department to pursue Lee, McClellan was removed command on November 5 and replaced by Burnside two days later. Selected Sources CWSAC Battle Summaries: AntietamAntietam on the Web

Friday, November 22, 2019

How Carbon Fiber Tubes Are Made

How Carbon Fiber Tubes Are Made Carbon fiber tubes are ideal for both the hobbyist and industry professional. Using the rigidity of the carbon fibers, an extremely stiff yet lightweight tubular structure can be used in a wide range of applications. Carbon fiber tubes can replace steel, but more often than not, it is replacing aluminum. In many instances, a carbon fiber tube can weigh 1/3rd of an aluminum tube and still have the same or better strength characteristics. Because of this, carbon fiber reinforced tubes are often found in applications lightweight is crucial, like aerospace, race cars, and recreational sports. The most common carbon fiber tubular profile shapes are squares, rectangles, and circular. The rectangular and square profiles are commonly referred to as a box beam. Carbon fiber box beams provide excellent rigidity to a structure and simulate two parallel I-beams. Carbon Fiber Tube Applications Any application where weight is crucial, switching to carbon fiber will be beneficial. The following are some of the most common uses of carbon fiber tubes: Aerospace beams and sparsFormula 1 structural componentsArrow shaftsBicycle tubesKayak paddles Manufacturing Carbon Fiber Tubes Hollow composite structures can be difficult to manufacture. This is because pressure needs to be applied to both in internal and the external side of the laminate. More often than not, carbon fiber tubes with a continuous profile are manufactured by either pultrusion or filament winding. Pultruded tubes are by far the most cost-effective method of manufacturing continuous composite profiles. When pultruding a hollow tube, a floating mandrel is required. A chromed steel rod is firmly affixed in place on the side of the die where the raw material enters. The mounting hardware is far enough away that does not interfere with the impregnated fiber as it enters the die. The space between the mandrel and the die will determine the wall thickness of the carbon fiber tube. Pultruding carbon fiber tubes allow for the production of tubing of virtually any length. Transportation of the tube is generally the restriction on length. In pultrusion, most of the fiber will run the direction of the tube. This creates a tube with a tremendous about of stiffness, but not much hoop strength, or cross-directional strength. Filament Wound Carbon Fiber Tubes For increased strength and properties in all directions, filament winding is an effective method in manufacturing carbon fiber tubes. Filament wound tubes are cost effective and have excellent properties, however, the largest limitation is based on the length of the winding machine. Other Manufacturing Processes Pultrusion and filament winding, although the most common, is not the only way to manufacture carbon fiber tubes. Bladder molding, compression molding, vacuum infusion, and autoclave processing are all methods to manufacture carbon fiber tubes. Each has its own advantage and disadvantage as well.

Wednesday, November 20, 2019

How is Entropy and Information Gain Theory used in Coding Theory Research Paper

How is Entropy and Information Gain Theory used in Coding Theory - Research Paper Example In a communication arrangement, two sources of coding are evident, the first one is the source coding, which focuses on efficiency provision of digital presentation from source signal. Secondly, we have the channel coding mainly the error-control coding which is for the provision of reliable communications through noisy channels (Ashikhmin, Barg & Dimacs 47) In coding theory, entropy and information gain theory offers various roles. Firstly, it is concerned with data reduction, which happens mostly studying a given task and coming across extra material called side information. This will result to the need of data reduction. Therefore, appliance of entropy and information will be of pronounced meaning because it will lessen the extra information. This theory can also interpret the extra information to represent context or situation information (Roth 6). Secondly, entropy and information theory concerns the determination of indecision that is allied with the given information. For exam ple, if certain specific information is on conduction and this theory happens to known it before the transmission of that material, it will lead to the failure of that information going through transmission. Entropy focuses on maximization during the equiprobable of meanings thus determining vagueness (Roth 7). Thirdly, this theory promotes intelligence and application of secrecy to information. These concepts mostly apply to cryptography compounded with cryptanalysis (Roth 7). It focuses on the redundancy of plaintext by giving the least quantity of ciphertext ensuring exceptional decipherability. Here information theory makes us be certain that it is hard to keep any secret (Golomb, Peile & Scholtz 202). Fourthly, entropy and information gain theory deals with the gathering of unpolluted disciplines, which have already gone through investigation and transformed to engineering practice. It deals with very broad applications thus the vitality of coding theory. Fifthly, this theory i s important when it comes to â€Å"error-correcting codes† in computers with high-speed memories (Cover & Thomas 13). These codes are of vital use when it comes to enhancing the reliability of computer memories. Here the computers contain unusual features that are rarely in communication applications. These errors are due to encoding, decoding, and uncommon type of errors. When this occurs, the entropy and information gain theory are able to detect double error appearing at the same time, correcting the single errors (Cover & Thomas 13). Source coding theory is about well-organized demonstration of given data that are from a certain information source (Gray 34). For example when it is an image-coding, achieving source coding can be through manipulating terminations of that image. To attain â€Å"noiseless source coding†, the measures of given information and its complexity should be observed. Central to this, the entropy and information theory is of application when it comes to detection of total information. This theory also helps when it comes to arithmetic coding compounded with statistical modeling (Kannappan 174). Arithmetic coding avoids assigning certain bit of given patterns to the original source symbol. In entropy and information theory, a connotation with a code is given and it concludes the order of symbol. These code words have sub intervals showing the disparity

Tuesday, November 19, 2019

CASE STUDY ON ETHICAL ISSUES Term Paper Example | Topics and Well Written Essays - 1500 words

CASE STUDY ON ETHICAL ISSUES - Term Paper Example He is seen to be making decisions that may put the police in question, but such actions often led to successful gathering of evidence against drug traffickers. In this case, the general ethical dilemma is choosing to behave ethically in the police force and lose evidence or behave unethically in order to gather evidence. The police usually face a lot of dilemmas, and if they do not have the courage to face such dilemmas and make quick decisions, their efforts may not be fruitful. The ethical codes of the police usually go beyond their individual moral values (Sharps, 2010). The police need to develop an appropriate mechanism of apprehending criminals and obtaining evidence to be used in court while at the same time adhering to the police code of conduct. Some of the ethical issues that pose ethical dilemma to the police include: seduction and entrapment, deception, and issues related to selective enforcement, privacy and discretion. In order to identify and overcome ethical dilemmas, there are certain steps that need to be taken. First, it is important to understand the issues raised by the situation. Secondly, it is important to identify the ethical principle that is being violated in the situation. The third step is to identify the steps that need to be taken in order to correct the situation. Lastly, the police should identify what they could have done in order to avoid the situation. When discharging their duties, police officers should avoid ethical dilemmas by performing their primary responsibility which is to act an official government representative trusted to work according to the law. Ethically, police officers are required to perform their duties without favor or ill will. They should not discriminate people in terms of status, sex, religion, political inclination or aspiration while serving them. The police should also treat people equally with a lot of consideration and dignity. Furthermore, officers should not let

Saturday, November 16, 2019

Classification of Japan Essay Example for Free

Classification of Japan Essay Nowadays, in Japan, the number of traveler from abroad is increasing, although there was a big earthquake in Fukushima in Japan. When you come to Japan, there are three places you have to visit then: Tokyo, Kyoto, and Hiroshima. If you visit these places, you would see Japanese culture, food, and historical building. First of all, I think most traveler is coming to Tokyo at first. Tokyo is one of the biggest cities if comparing by other countries. Tokyo is also central of Fashion in the world. You can see unique fashion’s people. In Tokyo, there are a lot of good towns, such as Shibuya, Harajyuku, and Asakusa. The course to explore the city of the Harajuku and Shibuya are two youthful and energetic cities. There is Takeshita Street, which is excursion from raw always stop by school trip in Japan, and there are many sights to be able to touch Koen-dori fashion trend, not boring the young. It is also fun to see the young people come and go. Next, in the attractive atmosphere of old-fashioned streets are left, there are many venerable in Asakusa, which is always crowded with many tourists. Raimon, a large lantern of Senso-ji Temple has become a landmark of the town. Asakusa is also an exciting city because they have various events, such as Asakusa Samba Carnival (May 8), and Sumida River Fireworks Festival (July). Second, when you visit to Kyoto, you can visit a lot of temples, and there are a lot of world heritage sites. Kiyomizu Temple is one of the world heritage sites. Every year, a lot of people, who is traveler from abroad, and student for school trip have visited there. You can see beautiful view from Kiyomizu temple. It is also difference from each season. When it is spring season, you can see a lot of blossom tree. When it is fall season, there are a lot of autumn leaves, which shows nice color. You can enjoy by just walkin around the city because the streets has not changed since many years ago, so you can see Streets of old-fashioned. You can walk the city as seeing history. I mean, there are lot of historical buildings remained since many years ago, so you can see the way people who is from many years ago have been making as history in Kyoto. Last of all, especially people, who live in America, I think they have to visit Hiroshima because you can see A-bomb dorm. There is also Hiroshima Peace Memorial Museum, which is telling the history of the war since then. You can learn a lot of things and have a lot of feeling when you go. Hiroshima Peace Memorial Museum has continued to appeal the wishes of the Hiroshima seek the realization of lasting world peace and the abolition of nuclear weapons. Divided into main building and East Wing, in the East Wing has photo panel exhibit clarity of exposure before and after exposure was based on historical facts, History of Hiroshima, the video, due to model. In the main building, we have the materials exhibit convey the devastation of the bombing. In addition, the Peace Memorial Park with a museum,and in the spring season, is known as cherry blossoms. In conclusion, Japan is smaller than United States very much; however, there are values to visit. I mean, if you can came to Japan, you can not only enjoy eating delicious, going to sightseeing, and going to theme park, but you can learn a lot of things because in Japan a lot of historical building remain as world heritage sites now, such as Kiyomzu temple and A-bomb Dorm. Also, you would enjoy wherever you visit in Japan because people live there is kind, and every city has very good things, such as food, historical building, special events, and theme park.

Thursday, November 14, 2019

cause of world war Essay -- essays research papers

Cause of World War I Unlike World War II, the causes of World War I are not as clear cut. Historians say the war had been building up for some time prior to 1914. The "Great War" was not caused by megalomaniacs hungry for power as in the case of Mussolini and Hitler during World War II. The origins are more complex. First one is the alliance Systems The causes can be explained, more in political terms than human terms. From the end of the Franco-Prussian War, a system of secret alliances developed in Europe. This eventually split the continent into two hostile sides. Because so many different powers were involved in mutual defense agreements, when the war did happen, it involved nearly every country of Europe. Due to the alliances, some powers were forced to support policies followed by their partners, which they didn't really condone. Lastly, the secret alliances led to suspicion and the belief that far more secret agreements existed, then was in fact, the case. Secondly competition The competition for colonies was another source of international antagonism. The great powers sectioned off Africa among them, established spheres of influence in China and sought protectorates elsewhere. Sooner or later this rush to appropriate new territories was bound to spark disagreements over boundaries of control. Thirdly, militarism All the countries within the hostile camps were building large armies and navies during the pre-war ...

Monday, November 11, 2019

Introduction Technology Enhanced Learning In Education Education Essay

â€Å" The Internet is a timely tool for pedagogues who are reforming instruction. If we believe information is the bedrock of cognition, understanding and power, so cosmopolitan entree, to worldwide databases and latest, planetary information and people-to-people networking, is important to supplying pupils with educational challenges. † Children and striplings in modern societies are turning up in a universe where engineering is present everyplace. The extended usage of Information and Communication Technologies ( ICT ) by striplings in their day-to-day life for leisure, amusement and societal interaction is doing a great impact on their acquisition demands, demands and outlooks. They need to larn accomplishments and competencies, for self-development, engagement in society every bit good as for future occupations. Furthermore, they are besides progressively utilizing ICT for any learning intents, frequently outside the schoolroom. This gives rise to new ways of acquisition, including informal 1s which are shaped by new ICT tools, offering exciting larning chances that are basically different than earlier tools. This is the ground why instruction is sing a major invention and the instrument in this development is the computing machine. Computers and cyberspace installations are nowadays available in all our province schools: from primary to secondary and besides at the third degree. It is expected that instruction will see ICT as a major instruction and larning tool across all educational establishments. With its power of interactivity, multimedia and communicating, the computing machine proves an first-class tool for instruction. Psychologists believe that the best feedback is that which comes instantly after the event. What can be more immediate than ‘surfing ‘ the cyberspace and acquiring the consequences wished for within seconds? Of class, the usage of ICT in instruction brings along the demand to larn how to utilize this medium decently because there are legion ways in which the computing machine can be integrated within the learning procedure. Therefore new learning methods need to be explored, equipment has to be purchased, installed, on a regular basis maintained and instructors require preparation. This finally leads to consequences which decidedly need to be evaluated and reviewed for farther betterment.1.1.1 Virtual Learning EnvironmentRecent old ages have seen a considerable scope of tools and programmes that support online acquisition. One such type is a practical acquisition environment which is a web-based information-rich acquisition environment that provides a scope of tools and installations for scholars and instructors to work together. INSPIRAL, a undertaking in the United Kingdom, defined practical acquisition environments as follows: â€Å" VLEs are web-based toolkits that facilitate larning through the proviso and integrating of online instruction and acquisition stuffs and tools. † INSPIRAL ( 2001 ) This brings about a displacement in the important function of the instructor, from that of ‘gatekeeper ‘ of cognition to that of ‘facilitator ‘ and ‘manager ‘ of the acquisition environment, in order to run into the demands of the pupils. Therefore, the pupil, through the counsel of the instructor, sets precedences and accomplishable ends and takes on the duty for making the set ends. Students have the chance to prosecute in autonomous acquisition experiences and activities that promote self-expression, co-operative acquisition and interaction non merely with their immediate environment but with the outside universe every bit good.Aims of the ProbeThere is a sense of urgency for instruction establishments to happen ways to move in favor of the new larning coevals in order to enable new ways of larning guaranting that the accomplishments for future occupations are acquired. It is indispensable to do certain that 21st century acquisition in Europe, p articularly in Malta, becomes more efficient, just and advanced than it of all time was in the yesteryear. The European 2020 scheme high spots of import tendencies, which will take to a extremist transmutation in instruction taking up new accomplishments needed for new occupations. In this regard, e-learning has many assets to offer so as to reenforce and do more accessible educational facets. Teachers hence need to go go-betweens between pupils, cognition and engineering while internet-based societal networking will be a complimentary characteristic to practical acquisition. This scheme aims at sharing best patterns on e-learning undertakings across Europe with a peculiar accent on mobility, quality criterions, instructors ‘ preparation and games. At the European Council held in Lisbon in March 2000, 15 European Heads of Government set a end for Europe to go the most competitory knowledge-based economic system in the universe, capable of sustainable economic growing with more and better occupations and greater societal coherence. Due to the fact that ICT and other related policies play a cardinal function in accomplishing the ends of the Lisbon scheme, the renewed Lisbon ends of 2005 included programs to ease invention through the execution of ICT and higher investing in human capital. Brian Restall, ( 2008 ) in the study ‘The Development of eServices in an Hypertrophied Europium: eLearning in Malta ‘ , presents the consequences of a research on e-learning in Malta. The authorities invested well in ICT in public schools in the last decennary. This has allowed the Maltese instruction sector to be ranked as one of the most technologically connected in the universe. All province schools are networked, connected to broadband cyberspace with a computing machine and an enterprise has been launched to utilize ICT across the course of study. However it is worthy of note that the deficiency of expertness and practical support in seting into pattern e-learning in the course of study, together with appropriate preparation both for instructors and pupils, is still lending significantly to the restrictions of consumption. In fact, most of the attempts that have been noted locally were in most instances consequences of independent attempts at the integrating of ICT in instruction. E-learning is non about taking classroom-based acquisition and forcing it down a wire. Rather, e-learning nowadayss a new position on how engineering can be applied to heighten what instructors do good now, and to present new advanced ways to maximize the handiness, enjoyment and the effectivity of larning for the person. Indeed, online acquisition can besides let educational experiences to be tailored to the demands of persons or groups of persons. Other societal groups, such as scholars with household committednesss and with disablements, can besides profit if the physical and temporal obstructions to instruction are removed with the aid of engineering. â€Å" A major challenge which the present instruction system faces is the effectual and efficient operation of the different educational services in order to supply quality instruction ‘for all kids to win ‘ , a taking aim of the Ministry of Education. The educational substructure and system has grown to such an extent that it requires a more timely and effectual bringing of services and support. † Although the research carried out in this peculiar country has non been conclusive, the ‘laptop for instructors ‘ enterprise, and other similar attempts[ 1 ]hold proven to lend to instructors ‘ betterment of ICT literacy. In secondary schools particularly, holistic attacks to ICT integrating should go the norm instead than the exclusion. The ICT accomplishments that Maltese pupils are geting during their ICT lessons need to be used in other topics in order to implant the accomplishments gained. Some schools are already trying inter-disciplinary and cross-curricular classs and are gaining the potency of ICT ; nevertheless more schools need to do such a measure. On the other manus, a recent â€Å" cognition function † exercising conducted by the World Bank ‘s Information for Development Programme ( InfoDev ) ( Trucano, 2005 ) revealed that, despite decennaries of big investings in ICT to profit instruction in Organisation for Economic Cooperation and Development ( OECD ) states, information to back up the theoretical benefits from ICT are limited. After gaining the job that occurred within the past old ages where merely classroom-based acquisition was taking topographic point without instructors doing usage of ICT tools, as described in this subdivision and as summarised below, the chief aims that this thesis will try to make are: How to outdo integrate the usage of ICT with the acquisition of Mathematics, viz. the subject of Algebra Derive an penetration and hence compare the interactions that happen in the schoolroom and on-lineStructure of the ProbeThe first portion of this thesis gives a reappraisal of different literatures and surveies that have taken topographic point global. Emphasis is put on those coming from the United Kingdom, besides those from Malta. This is because, Maltese instruction has invariably moved, someway, in conformity with British instruction. The method of how the research was carried out will so be explained in item and eventually the informations and consequences obtained will be analysed and compared. The thesis will reason with some recommendations given to instructors who would wish to better, with the aid of ICT, the mathematical acquisition experience offered in Maltese schools.

Saturday, November 9, 2019

Oscar Triplett Case Analysis

Triplett had been in insane asylums before and was released but still considered mentally unstable, which reflects poorly upon the Canadian justice system at that time. At the inquest, various people admitted that they knew he was a danger in the days before he died yet only one person attempted anything and that strikes me as odd. The third discrepancy is why Mrs.. Temple was not punished in any way after having killed Triplett. She admitted that her shot took his life, the coroner's report corroborated with this admission of guilt and yet, she was not punished.Again, there re various reasons that could explain this and I will briefly look at each one. The fourth discrepancy Is how the police force and the detectives appear so uninterested In this case. A proper Investigation did not start until December 17th, 4 days after the death of Triplett. Even after the investigation had begun, there was no urgency to come to the bottom of what really happened. On December 13th 1918 Mrs.. Loi s May Temple shot, and killed, James Oscar Triplett in defense of her honor, her life and her daughter's life.That afternoon Jacob Statesman went to the Temples' house to make sure that Triplett had not harmed Mrs.. Temple or her daughter in any way. Shortly after Statesman had arrived they became aware that Triplett was at the house. Triplett kept threatening Mrs.. Temple and her young daughter, using obscene language, so both Statesman and Temple pointed guns at Triplett until he exited the house. Triplett began killing chickens in the hen house, throwing them around, until he finally went down to the river. When Triplett returned he climbed on top of the roof and sat there, yelling threats and random nonsense. On her way to the barn Mrs..Temple shot at Triplett, and both Statesman and Temple thought she had killed him then but they were incorrect. While Temple was at the barn Statesman tried to coax Triplett off the roof, firing four shots in his direction in the process. He even tually succeeded and then began chasing Triplett around the house while Mrs.. Temple was inside. Triplett tried entering the house through the back door but during his attempt both Statesman and Temple shot at him, Temple firing through the door and Statesman firing directly at him. They both agreed that it was Mrs.. Temple's shot that had killed him, and not Statesman's shot.For the most part, the statements of Jacob Statesman and Lois May Temple regarding the death of Oscar Triplett were identical. However, there were slight differences that were peculiar. The first noticeable difference was when they were describing when Mrs.. Temple first saw Triplett on the porch. She claimed that she had seen him before she reached the top of the hill and that he had opened the cellar door before Statesman reached the top of the hill. However, Statesman claimed that she had reached the top of the hill Detour seen screamed Tanat Earliest was on near porch, Ana Tanat en Ana wellness's t opening of the cellar door.The simplest explanation for this difference is that Statesman is smaller than Mrs.. Temple in height and that gives him a different view of the world than she has. Another explanation could be that during traumatic events, small details sometimes become trivial and are forgotten by the person in question. The second peculiarity is the issue of the guns. In both his statements Statesman recalled Mrs.. Temple asking him for help with loading the magazines; in the statement he gave at the inquest he claimed that had to show her how the guns worked and how to fill the magazine.The claim he made during his inquest statement is curious because Temple had already fired a shot before asking him for elf. Another reason it is curious is that Temple never mentioned needing help with how to work the guns in either of her statements. One explanation for this is that Statesman felt emasculated by the whole affair because he was unable to properly protect Mrs.. Temple and her c hild. Therefore, in his statements he tried to make himself appear more manly and helpful than he really was during the ordeal. The third difference in their statements is how many shots Statesman really fired.In his initial statement, he claimed that he had shot six in total – four whilst he was on the of, one discharge whilst chasing Triplett, and one when Triplett was trying to enter the house. However, during the inquest he only mentioned the last two shots; he said that he had never made it onto the roof, but in his initial statement he claimed he had made it onto the roof and that he had fired four shots at Triplett. Again, this could have been Statesman's way of fighting the emasculation he felt he had suffered. It is odd that he felt the need to make this claim in his first statement, when Mrs..Temple never mentioned it in either of her statements. Every person in the community agreed that Oscar Triplett was not a sane man. He had been an inmate in the Insane Asylum a t Pomona, but had been released for unknown reasons. It is unusual that every member of the community thought he was insane, and yet only one person admitted to having made any type of inquiry into the reasons behind his release. Dry James Miller bore witness that Triplett was â€Å"a man of unbalanced mind. † He felt that Triplett should never have been released from the asylum because he was a danger to himself and to the community.At the inquest, Dry Miller said that immediately after hearing that Triplett had been released from the asylum, he annotated the Provincial Police to discuss Triplet's liberty. According to Dry Miller, they told him that nothing could be done unless Triplett performed some act that would make another arrest possible. Despite Dry. Miller's personal inquiry into Triplet's liberty, the authorities did nothing until after his death and after the inquest. Attached to the verdict was a rider that stated that a full inquiry should be made into Triplet's release from Pomona, and his apparent rehabilitation when he was so obviously insane.James Chalmers had spent 36 hours with Triplett in the days leading up to his death. During this time, he noticed that Triplett was acting in an odd manner; he was restless and talkative, quite unlike himself. Chalmers admitted that after his last interaction with Triplett he was convinced that Triplett was insane, again, but he neglected to inform anyone on the basis that Triplet had done nothing to Justify an arrest. Levi Spangle encountered Oscar Triplett at his (Spangle) residence on the day before Triplet's death.He claimed that Triplett had walked Insane Ana Immolate Degas teenager toners Ana acting strange . HIS octagons caused Spangle to assume that Triplett was not of sane mind; Spangle left for own immediately after Triplett had departed and reported to the police, but they were unable to locate Triplett. Mrs.. Spangle concurred with her husband's opinion of Triplet's sanity. She alleged that Triplet's actions made her fearful for her life and the life of her daughter. Of all the people who gave testimony at the inquest, Mr.. Spangle was the only one who had notified the police of Triplet's insanity.It is peculiar that only one person had enough sense to notify the authorities that Triplett could possibly be a danger to others or himself. This is especially peculiar because everyone seemed to agree that he was insane and that he would end up in the asylum again. Triplet's liberty shows obvious error in the Canadian Justice system at this time, because he should not have been released from the asylum at Pomona. It also shows the misplaced faith that people had in the Justice system, since everyone assumed that the law would eventually step in and apprehend Triplett again, recommitting him to the insane asylum.When Mrs.. Temple was tried for Oscar Triplet's death, the Jury only took fifteen minutes to reach a verdict. Temple had admitted to killing Triplett and all th e physical evidence seemed to corroborate her Tory, yet the Jury verdict was that of â€Å"Justifiable homicide. † The Jury felt that Mrs.. Temple should have been commended for her actions because Triplett was assaulting her in her own home. It is possible that the Jury looked at this case and saw a poor, defenseless woman trying to protect herself and her daughter from a known lunatic.The Jury could have taken pity on her, because she basically had to decide between life and death. Her gender had to have swayed the Jury verdict because it is doubtful that they would have come to the same conclusion if a man had fired the fatal shot. This is so because not only Mrs.. Temple's life was at stake, but also the honor and the life of her infant daughter. This is very likely because the society at that time was an inherently chauvinistic society; women and men were not seen as equals, and women were considered to have less rights than men.Another possible reason for the lack of pu nishment is that most people felt that Mrs.. Temple did them a favor by ridding the world of a lunatic like Triplett. Therefore, why should she be punished for making the community a safer, more ordinary area to live in? The police who investigated the death of Oscar Triplett appeared to have little or no interest in the case, and arriving at the truth. A proper investigation into Triplet's death was not launched until 16 December 1918, three days after his death. Neither the coroner nor the investigating detective from Install arrived until early morning on 17 December 1918.There was no apparent urgency by anyone to come to the bottom of what happened: indeed the detective often took breaks to satiate his hunger and he took his time in pursuing the truth. Constable Marks received a wire on 13 December that notified him of Triplet's lunacy, but he did not leave for Horrors until the following day. He claimed this was because he required assistance in handling Oscar Triplett, yet he arrived in Horrors alone. Constable Marks alleged that even if he had left for Horrors immediately after receiving the wire, he would not have reached the Temples' residence before Triplet's death.It is possible that he felt compelled to mention this because he felt slightly guilty that the case transpired this way; however it shows the town people's disinterest in everything concerning I reelect – no one put too much effort In along Walt ml. A possible reason Deanna the authorities' disinterest in this case was because they saw little point in investigating the death of a lunatic. It would be interesting to know whether they would have acted in the same manner if Triplett had been a sane man, even though it is unlikely that they would have been so lax about investigating the case.This lack of interest shows the Canadian Justice system's predisposition to Judging the importance of various cases based on the character of the victim. Mrs.. Lois May Temple admitted to having kil led Oscar James Triplett, and the evidence and eyewitness testimony of Jacob Statesman did not disagree with her. However, the case document of Oscar Triplet's death had various peculiarities that made the hole affair seem quite unusual. The document shows human error – that of eyewitness testimony; this is a result of the human brain working in mysterious ways.In the event of a trauma some details will remain engraved in one's memory, no matter how insignificant they are; other details will be blocked by one's memory as being too traumatic. This was most likely the case concerning Mrs.. Temple and Jacob Statesman. The case document also shows how life worked in remote communities of Canada in the early 20th century. In those years, people were less apprehensive of the criminally insane than people today. If a known lunatic, such as Oscar Triplett, were allowed to roam free in a 21st century society there would be a colossal outcry by the members of society.They would be more outspoken about their fears and trepidation as a result of his liberty than people in 1918 would be. The case document also gives some insight into how the Canadian Justice system worked, especially in remote areas of the country. The Justice system was more lax in those times than they are today, as were the police. They were also more inclined to be biased about issues such as gender when looking at various cases unlike the system n place today, which is generally not allowed to be biased on such things. This is a result of early 20th century societies being more sexist than societies in the 21st century.

Thursday, November 7, 2019

Parallelism in Writing for English Learners

Parallelism in Writing for English Learners Parallelism takes place when two similar phrases are joined to make just one sentence. For example: Tom plays the piano.Tom plays the violin.Parallelism Tom plays the piano and the violin. This is just a simple example. There are many types of parallelism and the important point to remember is that both forms must be the same. In other words, if you have two parallel verb structures the tenses must be the same. For example: Peter works hard and plays hard. NOT Peter works hard and play hard. Single Word Parallel Structures Both of the previous examples are single word parallel structures. Here is an overview of single word parallel structures: Nouns Jack eats fish and chicken.Sarah writes poetry and short stories. Verbs Our neighbors have moved and have sold their house.My sister walks or rides her bike to work. Adjectives The class is not only fun but also helpful.She is not only strong but also fast. Adverbs Peter drives quickly and aggressively.They work carefully and effectively. Phrase Parallel Structures Parallelism can also take place with phrases. This type of parallel structure can be more difficult to recognize as the sentences are more complex. Here are some examples: Having fun is as important as working hard.She advised me to get some sleep and take some time off work. Here are phrase parallel structures. Each type of structure includes a note about important points/problems to take into consideration. Noun Phrases Work is as necessary as play.Apples are as good for you as oranges. NOTE: Noun phrases are either singular or plural in nature and impersonal (it or they). Verb Phrases As soon as I arrive home, I put on my shoes and go for a run.Before she leaves for work, she usually eats breakfast and has a cup of coffee. NOTE: All verbs in a verb phrase with parallel structure have the same conjugation. Adverbial Phrases Peter and Tim will probably arrive in less than an hour and in time for the meeting.They want more time off in the summer and on weekends. (at weekends in British English) NOTE: An adverbial phrase is made up of more than one word which functions as an adverb. In this case, in less than an hour and in time expresses when something is going to happen. Gerund Phrases He enjoys playing tennis and working out.They dont mind waiting and talking while you get ready. NOTE: Make sure not to mix the infinitive (to do) and the gerund (doing) in parallel structures! Infinitive Phrases Jackson hopes to visit his parents and see his old friends when he goes home.She advised me to find some new friends and forget about the event. NOTE: Make sure not to mix the infinitive (to do) and the gerund (doing) in parallel structures! Participial Phrases Discovering her financial losses and not knowing enough about the current market, she decided to stop investing.Driving through the German countryside and speaking to the people, Mark began to understand the culture better. NOTE: This is a rather complex structure. Notice how a comma is placed after the parallel structure participial phrases that introduce the sentences. Clause Parallel Structures Finally, clauses can also be used to make parallel structures. In this case, remember that you must use full clause structure (subject verb objects) and that the subjects of BOTH clauses will be the same. This causes the verb conjugation to remain the same in both clauses. Noun Clauses She said that she was having fun but not that she was meeting people.Peter felt that he had made an excellent deal and that he had bought a masterpiece. Adjective Clauses She is a woman who is intelligent and, at the same time, who seems distracted.This is a product that is easy to use and that is simple to clean. Adverb Clauses As he didnt understand and because he refused to try, they let him go.Since it was easy to use and because it was cheap, it sold very well.

Tuesday, November 5, 2019

Big Data and Supply Chain Management Essay

Big Data and Supply Chain Management Essay Introduction Big data has become one of the most important aspects of supply chain management. The concept of big data refers to the massive data sets that are generated when millions of individual activities are tracked. These data sets are processed to yield insights that help inform managerial decision-making. Supply chains in particular have leveraged big data because companies have been able to develop technology to not only capture hundreds of millions of data points, but to process them in meaningful ways to eliminate waste and promote efficiency in the supply chain systems. This paper will examine the concept of big data, how it has arisen and come to dominate supply chain management, and look at the different ways big data is transforming the supply chain function. Lastly, the paper will take a closer look at the future for big data with respect to supply chain management. As it becomes easier to gather data, and as there are diminishing returns to statistical robustness as the number of data points increases, are the competitive advantages of big data going to diminish? The Evolution of Supply Chain Management The field of logistics management was focused on controlling the flow of materials, in-process inventory and finished goods through a companys system from the time that it enters the system until the time that it leaves the system (Cooper, Lambert Pagh, 1997). As the field became more strategic in nature, it came to encompass other issues, such as sourcing materials and building in redundancy (Cooper Ellram,1993). More than simply moving things from point A to point B, the field became holistic in nature, where the quality and price of goods were factored into purchasing decisions as well as the logistics of getting those goods to the right place at the right time. Driving this change was the move towards a globalized marketplace. Globalization increased the complexity of the supply chain, adding longer transportation routes, border wait times, currency exchange, duties and tariffs, and a host of other variables that now had to be taken into consideration – logistics has rem ained important but it always viewed in context with the rest of the supply chain. Big Data The concept of big data really began to arise in the 1990s but has become increasingly important since that point. Big Data refers to the use of very large data sets to enhance managerial decision-making. The concept of big data arose as technology has developed to allow businesses to capture enormous data sets, and process them relatively easily (Boyd Crawford, 2012). Companies have long collected data at a rudimentary level. Loyalty programs and credit cards represented an evolution in the ability of companies to collect data and distill that data into consumer spending habits. This information is then made actionable by letting companies understand more about buying patterns. Big data is similar, but with a lot more data. One of the major advantages of big data is that it allows for complex problems to be solved. A modern supply chain can be exceptionally complex, and one of the important things about this complexity is that no one person can effectively make all the decisions â €“ decision-making tools are needed that can ensure not only consistent decision-making across the company but coordinated decision-making as well (Hult, Ketchen Slater, 2004). It is these coordinating mechanisms where the true power of big data lies – being able to identify things and make decisions that an entire team of humans working without big data would probably never be able to identify (Fugate, Sahin Mentzer,2005). Once big data gets to that point, a company can generate true competitive advantage. And when a company is large enough that is has a data advantage, it will be able to sustain that advantage, which is why there has been such a rush in recent years with respect to big data. As the concept was being fleshed out in academia, businesses were just starting to learn what they could do with all of the information that they were collecting – and one of the applications was to move away from marketing and use data to make decisions about the supply chain (McAfee Bryjolfsson, 2012). One of the first steps that companies needed to make was to hire data scientists – the sort of people who could process these data sets and derive useful information about them. Data scientists suddenly became popular, for their ability to take vast quantities of data, and derive actionable findings from that data (Provost Fawcett, 2013). At the heart of the drive to adopt big data is competitive advantage. Companies have invested in their data programs because they can derive significant advantage from big data under two conditions. The first is that larger companies have access to more data than smaller companies. The incremental cost of data acquisition is lower, and the companys ability to use that data in decision-making is theoretically better. The second is that even among larger companies, there are first-mover advantages to be had. This is evident in the supply chain, especially among companies that are competing on price. Using the classic example of Wal-Mart, one o f the leaders of data-driven supply chains, the company competes on offering the lowest prices, as do most of its competitors. Thus, if it can lower the cost of getting goods to its stores, it can pass those savings along to customers. There is opportunity for competitive advantage under that scenario, if cost leadership is the chosen strategy. Even when cost leadership is not the strategy, making the groundbreaking decision early puts a company in a better competitive position than its competitors (LaValle, et al, 2010). Big Data in the Supply Chain As the largest non-oil company in the world, Wal-Mart is looked to as a leader, so the fact that they were first movers on the use of big data in supply chain management has ensured that the rest of retail – and other industries as well – have followed. Some of the technologies that Wal-Mart has adopted allow the company to track its inventory from when it leaves the supplier –if not before – all the way through the logistics channel. Once Wal-Mart takes possession of the good, that good is scanned regularly through the process. The companys trucks are tracked via satellite. Stores use automatic re-ordering triggers to ensure that goods can be received as soon as they are needed. The goals of all this are to lower inventory holding costs by reducing the amount of inventory that stores have. Goods are turned over more quickly, because Wal-Mart receives them only days before it expects to sell them. Big data plays a significant role in ensuring that this pro cess can be achieved. There are a couple of key areas highlighted for big data in supply chain management. Demirkan Delen (2013) note that data, and how a company uses its data, is one of the ways it can truly differentiate from its competitors. It can be difficult to truly and consistently attract superior talent, and it can take time to move the needle on brand image, but data has become a popular means of finding competitive advantage largely because it is new, and firms in many industries are basically in a data arms race to find innovative ways to use their data to extract competitive advantage. The first is predictive analytics. Data science often focuses on using past events to predict future ones, and that is one of the main uses for big data in supply chain management. For example, if Wal-Mart in Smalltown, OH is running out of shovels at the end of February, and it takes twenty days to order new ones from China, including manufacturing and shipping times, three things can happen. The company can order a lot of shovels and ensure that they have supply. If spring comes, those shovels will sit in a warehouse until next November. They could also run out of shovels, but a late-season snow could leave demand on the table if the store lacks inventory. Modelling both weather patterns and local buying patterns can help the company to settle on demand. Even when weather is not a factor, the company can examine past purchasing patterns to set order quantities. The earlier it can set these quantities, the better response it can get from suppliers. Wal-Mart knows already what the no rmal amount of hot dogs it sells on the 4th of July, for example, so it can feed that information to its suppliers to ensure that they have those dogs at the Wal-Mart warehouse, exactly in the quantity Wal-Mart needs. Predictive analytics is used in supply chain management to take the variability out of the system as much as possible. Inventory usage is reduced, as is the potential for waste, especially with perishable goods. The chances of disappointed customers is also reduced. It is almost impossible – and certainly it is impossible for a company like Wal-Mart – to have exactly everything delivered exactly when the customer needs it. That means that there is always room for improvement. The pathway to improvement lies with bigger data sets, better analytics, and at scale even small incremental gains in the robustness of data or the ability of the company to analyze the data can yield meaningful financial gains (Waller Fawcett, 2013). But using data for something like predictive analytics – managerial decision-making, essentially – requires having good data, lots of it, and the means by which to process it. This is where larger companies enjoy scale advantages in big data. First, the technology to track events is not necessarily cheap. It can involve scanners, and certain involves large amounts of servers, routers, cloud storage – a lot of hardware. Larger companies are at an advantage in buying this hardware but they also have advantage in that they have many more data points. Wal-Mart can estimate sales because it has several years worth of sales, and can break these down by product, store, day, or even time of day. And instead of guessing for decision-making, the companys managers can look at the data and make the decision that on average delivers the greatest outcome. Data replaces decision-making heuristics when the data is sufficiently robust. Because the transference of big data relies on the Internet and communications technology infrastructure, that ICT infrastructure becomes a risk point for many companies but it also becomes a critical point of investment for companies that work with big data – how fast can the data collected on-site make its way to the decision-making tools matters in many businesses where time is of the essence in decision-making (Lu, et al, 2013). Predictive analytics has more than just value in ordering; it can help businesses to identify trends more quickly. This can be critical to advantage in some industries. Think of a fast fashion retailer – it needs to identify trends as soon as possible to get its knock-off clothes onto the market while the fashions are still fresh. Instead of anticipating, which is fraught with error, it can react to trends that have been verified with data. By understanding buying patterns and market cycles, companies can make better choices about what they make and when. This, in turn, is important to the supply chain, because companies also need to know what they need to produce their goods, and when. If there are fluctuations in availability, of if there is any variability among suppliers, then big data has the ability to point these factors out, and give the company an opportunity to deal with them proactively (Wang et al, 2016). Impact of Big Data When the concept of big data was first being elaborated, it promised major impact on business. Instead of guessing, firms would be able to make data-driven decisions that would reduce error, reduce waste and improve speed. As firms understand how to gather the data that they need, and to process it, they become more adept at this, big data has a bigger impact. Some leading firms have used the predictive powers of big data to help with their marketing. Amazon, for example, will recommend products to its customers based on what they have viewed and what they have purchased. Netflix does the same thing – and thereby encourages binge-watching of its shows. Both of these companies have become leaders in their respective businesses, and Netflix has done this specifically in the era of big data, by using that data to foster brand loyalty (Chen, Chiang Storey, 2012). If a company ends up as a first mover in big data, it will be able to gain advantage, and in many cases will make market share gains. Amazon faced a challenge from Wal-Mart a few years, ago, but has made use of big data to driver a high level of brand loyalty, while Wal-Mart fell short on its ability to use big data on the marketing side of its business. Netflix faced threat when major studios wanted to charge more for their content – so it created its own content and even more importantly used big data to improve the information architecture of its platform, allowing people to find content they want to consume. This increased the value of Netflix for many customers, thereby driving business value. Google uses data to target ads better, and charge its customers a premium. Customers are willing to pay more for a Google ad because they know that they will get more traction. So it is important that companies understand data on a conceptual level. One of the reasons that this is so important is that data today comes from a variety of different sources. This ties back to the concept of supply chain management, where the supply chain is a highly-integrated system with many parts from one end to the other. Understanding how the different variables within this system interact so that supply chain systems can be redesign in a more optimal way. Consider the way FedEx used the hub-and-spoke model before passenger airlines thought to do so. Consider how Wal-Mart designed its entire logistics network around lowering the amount of time that it takes for stores to restock. There are different approaches, but the innovations should derive from analysis of the data that identifies areas where the company might potentially perform better. Maybe sourcing goods from a certain country is no longer the lowest cost method, given how long it takes to get those goods to marke t. There are different ways of conceptualizing a supply chain, and now that companies are able to use data analytics to make those decisions, it is likely that many firms will start to restructure their supply chain (Tan et al, 2015). Total cost will become more important, but so too will overall responsiveness. Sourcing locally might provide a company with the responsiveness it needs for certain products that have higher variability in demand, for example. Future Directions While there is presently a shortage of people who have strong data analysis skills, these skills are becoming increasingly in demand, and schools are starting to train more students in the use of big data. One of the important factors here is that data has become much cheaper – big data arises because the cost of acquiring any given data point is very small, and continuing to shrink. Retailers in particular have been able to reduce their cost of data acquisition dramatically (Chen, Chiang Storey, 2012). Key to learning about the use of data is how to identify the problems that can be solved with data, how to match the data you have with the problems that you want to solve, and then developing systems to acquire the data that you do not have. At this high level of understanding, a company that thinks a good data game is in a much better position because having the right data matters just as much as knowing what to do with that data (Hazen, et al, 2014). The cloud and the Internet of Things (IoT) are driving a lot of changes in the way companies do business, and big data is playing a significant role in this restructuring of business. Zaslavsky, Perera and Georgakopoulos (n.d.) note that data is becoming a service function, with companies preparing to offer the means by which data can be acquired as a service, and the same for data analytics. We know that data is cheap to acquire, but combine that with lowering costs of processing data and there is a business model here, as well as one that focuses on using data to enhance business. The IoT will be more engaged in the data gathering process. For example, while convention supply chain data gathering might involve devices at the store level, the IoT might drill down further, to the individual level. Ovens could know how many people are cooking a frozen pizza and this information could be sold to frozen pizza makers, so that they can get a better sense of not only the performance of the ir products but of their competitors as well. This is the example a hungry person thinks up, but with more devices having some internet capability, it seems likely that type of application will emerge. Tesla is already a leader in gathering data about driving from its cars (Edelstein, 2016 Hull, 2016). Another progressive idea is that of big data benchmarking. If it is possible to buy and sell data to the point where a company can learn about the best practices at all levels for multiple companies in an industry, that would be incredibly valuable information to any firm in that industry. With the data explosion has come a rapid pace of innovation in the gathering and use of data. With this will come firms that buy and sell data, without actually gathering their own. Until now, data has largely been proprietary in nature, as a key source of sustainable competitive advantage, but as the cost of data acquisition declines, this might not be the case much longer. Secondary markets for data are already emerging and ultimately data will become commoditized – this process might take many years but it will happen and that will make for interesting analysis about the future of data , in particular the extent to which data can continue to be a driver of competitive advantage going forw ard (Ghazal et al, 2013). Finally, big data is also becoming a competitive weapon, which makes security of big data a major issue. Companies that gather and own data sets, and in particular the usable intelligence that has been gathered from those data sets, are increasingly going to be targeted with hacks. Security of big data is going to be an issue going forward. This is especially true of supply chain data, because that is powerful business intelligence. So it will be necessary, especially when using remote or cloud solutions, that data security is paid attention to, as the more that data becomes a source of competitive advantage the more at risk it will likely be. Conclusion Supply chain management had already emerged as a force in business, a holistic view of the supply chain that started with logistics but incorporated purchasing, product design and marketing as well, in order that supply chain decisions were not just based on a simply understanding of cost, but a complex one that took into account a number of different variables. Ultimately, supply chain management required significant amounts of data to be effective, and this realization occurred at just the time that managers realized they had the ability to gather, store and process data much more cheaply and easily than before. The transactional value of data grew at precisely the time that the acquisition cost declined. Data is typically used to aid in managerial decision making. Some companies have focused on the low-level decision where they seek out incremental gains on repeatable processes, knowing that those processes and other companies have sought insight that will allow them to completely transform their supply chains. Big data has become so important because the companies that are using it tend to be the market leaders. It is apparent that there is a scale value to data, which means that the largest companies, ones that have more data and lower data acquisition costs, are going to have sustainable competitive advantage. This has driven demand for data experts, such that there is a shortage of such individuals. Big data is going to continue to influence supply chain decision-making. There will be more points at which data is gathered, and the cost of processing data will continue to drop. There will still be a strong need, however, for talent that can conceptualize how that data should be used – after all, companies need to ask the right questions to get the most out of their data. If they can do that, they can sustain competitive advantage. In addition to there being an increasing ability to gather data, another reality is that many companies are going to be in the business of selling data. A company like Google sells data by proxy with its advertising, but as data becomes commoditized, the market for data will become more developed. An interesting aspect of this is that competitive benchmarking will be more common with respect to data practices. Firms will need to be careful to ensure that their proprietary data is secure so that they can maintain the competitive advantages that their data is giving them. If they can, then they can gain first mover advantage for tactics that deliver incremental gains, or the complete overhaul of a system to take advantage of something gleaned from the data. References / Works Cited Boyd, D. Crawford, K. (2012). Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon. Information, Communication and Society. 15 (5) 662-679. Chen, H., Chiang, R. Storey, V. (2012) Business intelligence and analytics: From big data to big impact. MIS Quarterly 36 (4) 1165-1188. Cooper, M. Ellram, L. (1993). Characteristics of supply chain management and the implications for purchasing and logistics strategy. International Journal of Logistics Management 4 (2) 13-24. Cooper, M., Lambert, D., Pagh, J. (1997). Supply chain management: More than a new name for logistics. The International Journal of Logistics Management. 8 (1) 1-14. Demirkan, H. Delen, D. 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