Eastern Flight 401 Essays -- Essays Papers

Eastern Flight 401 An Eastern Air Lines Lockheed L-1011 slammed at 2342 eastern standard time, December 29, 1972, 18.7 miles west-northwest of Miami International Airport, Miami, Florida. The airplane was crushed. Of the 163 travelers and 13 crewmembers on board, 94 travelers and 5 crewmembers got lethal wounds. Two survivors kicked the bucket later because of their wounds. Following a missed methodology on account of a speculated nose gear breakdown, the airplane moved to 2, 000 feet mean ocean level and continued on a westerly heading. The three flight crewmembers and a jumpseat tenant got immersed in the glitch. The National Transportation Safety Board discovers that the reasonable justification of this mishap was the disappointment of the flightcrew to screen the flight instrument during the last 4 minutes of flight, and to identify an unforeseen plummet soon enough to forestall sway with the ground. Distraction with a breakdown of the nose arrival gear position demonstrating framework diverted the group's consideration from the instruments and permitted the drop to go unnoticed. Because of the examination of this mishap, the Safety Board has made proposals to the Administrator of the Federal Aviation Administration. This deplorable mishap was preventable by the flight team, yet upkeep and aviation authority work force also. On December 29, 1972, ninety-nine of the one hundred and seventy-six individuals locally available lost their lives unnecessarily. Just like the case with most mishaps, this one was unquestionably preventable. This mishap is one of a kind on account of the various individuals that could have kept it from occurring. The NTSB confirmed that â€Å"the reasonable justification of this mishap was the disappointment of the flightcrew.† This is valid; the flight team failed, in any case, others share the obligation regarding this mishap. Similarly capable where upkeep work force, an Air Traffic Controllers, the framework, and a twenty penny light. What proceeds is a conversation on, what occurred, why it occurred, some solution for it and what was done about it. Upkeep work force ought to have supplanted a defective pointer light for the nose gear. The fiber in the bulb was disconnected from one of the two mountings. That empowered the bulb to light up irregularly. At the point when the support work force adjusted the airplane, they found the light... ...3 Pardon? CAM-4 Wheel-well lights on? CAM-3 Yeah wheel well lights consistently on if the apparatus' down CAM-1 Now attempt it 23.41:40 APP Eastern, ah 401 how are things comin' along out there? 23.41:44 RDO-1 Okay, we'd prefer to pivot and come, returned CAM-1 Clear on left? CAM-2 Okay 23.41:47 APP Eastern 401 turn left heading one eight zero 23.41:50 CAM-1 Huh? 23.41:51 RDO-1 One eighty 23.42:05 CAM-2 We planned something for the height CAM-1 What? 23.42:07 CAM-2 We're still at 2,000 right? 23.42:09 CAM-1 Hey, what's going on here? CAM [Sound of click] 23.42:10 CAM [Sound of six signals like radio altimeter expanding in rate] 23.42:12 .... [Sound of impact] References 1. Mr. Johnson was an aviation authority educator at Miami International Airport. 2. National Transportation Safety Board Abstract Available [Online] http://www.rpi.edu/dept/association/raf/open/NTSB_Accident_abstracts 3. Air Disaster.com Available[Online] http://www.airdisaster.com/cvr/cvr_ea401.html Title: Eastern Air Lines, Inc., L-1011, N310EA, Miami, Florida, December 29, 1972. NTSB Report Number: AAR-73-14, received on 06/14/1973 NTIS Report Number: PB-222359/2

Ode to a nightingale by john k Essay Example For Students

Tribute to a songbird by john k Essay The Poem Ode to A Nightingale by John Keats is a one of a kind sonnet, composed at some point during the 1815-1820s while he was visiting at a companions house.This Romantic Age sonnet is notable for the manner in which it is composed. The principle composing style Keats utilizes is symbolism. This style is a great case of verse writing in the Romantic Age, particulary its references to Greek fanciful pictures and thecelebration of characteristic enviroment. In the initial segment of the sonnet Keats frames a psychological pictureof a hemlock,which means a harmful herb. He likewise makes an image of a stream of absent mindedness in Hades. Essentially, the imageryKeats utilizes is that of Greek folklore and a dreamland. In an alternate point of view, it is the finish of ones life. Keats paints an image , the longing to end ones life in a quiet enviroment that is made by the Nightingales melody and light, and scents of the enviroment. In the initial five lines of the sonnet the storyteller shows thathe hears the songbird. As he hears the songbird, his heart throbs and he feels sedated from the tune and the excellence of trees andplants. Following a moment, he overlooks the songbird. In lines five through twenty-five he will be he happy the songbirds capacity to sing about summer. From the songbirds singing, the storyteller turns out to be too upbeat in light of the fact that the songbird can communicate its satisfaction that late spring has shown up. The storyteller says that he needs to have a beverage, cool and tasting, similar to blossoms. He would overlook the world , blur away with the nightingaleinto the woodland. To make this Romantic picture, Keatscompares the songbird to a light-winged Dryad and alludes to the tasting of greenery snd Provelcal Song.

How to Organize Supplemental Essay Prompts for Maximum Efficiency

How to Organize Supplemental Essay Prompts for Maximum Efficiency How to Organize Supplemental Essay Prompts for Maximum Efficiency How to Organize Supplemental Essay Prompts for Maximum Efficiency Let’s do a quick pulse check. Is your heart racing? Is your head spinning? Are you already drowning in an ocean of your own sweat? DON’T WORRY. We swear. It’s really not that bad. You just havent gotten organized yet! We’re here to introduce you to your friend, OVERLAP. Even outside of the Why Essay, Activity Essay, Oddball Essay and Community Essay, you are going to find a lot of overlap between your supplemental essay prompts. In order to tackle these essays as efficiently and effectively as possible, we suggest that before you brainstorm a single word, you collect every single supplement required of you and ORGANIZE. For example, it’s likely you have to write three separate why essays for three different schools. Which one is the longest? Start there. When you’re done can you edit the essay to suit the next school in line and cut the essay based on the shorter word count. You don’t have to reinvent the wheel. But, if you’re using the same essay as a base for various supplements, make sure you change out your references appropriately. There is nothing like a beautifully written essay that ends with “and that is why I belong at Vassar” to get the Bates admissions officer shaking her head and tossing you into the rejection pile. Once you finish attacking your Why Essays, round up your activity essays and again, tackle the longest one first. By the time you make your way to your community essays, oddballs and schools off the Common App, you will be warm and ready for your most creative brainstorming. Keep a running list of your ideas and again, gun for your longest remaining supplements early in the process. By the time you reach your final handful of oddball questions, you will likely have a stack of ideas to comb through (since you never throw anything out) and a ton of drafts to mine for fully polished content. Subjects from finished essays may even be usable if you simply look at them through a different lens. Maybe apply a metaphor or a mechanism? The trick is staying organized and approaching theses essays without fear. About CEA HQView all posts by CEA HQ » Are you organized and ready to write? We can help you choose a great topic! WORK WITH US »

History of Nestle Foods and the Milo Brand in Nigeria

BACKGROUND Nestle Foods was started by Henri Nestle in the mid eighteenth century, in his bid to find an alternative to breast milk for babies whose mothers could not nurse in order to reduce infant mortality. Consequently Nestle’s first customer was a premature infant who could tolerate neither his mother’s milk nor any of the conventional substitutes and had being given up for lost by doctors. The value of the product was recognized after it saved the child’s life. Henri Nestle showed an early understanding of the power of branding as he adopted his very own coat of arms as the company’s logo and refused to allow Nestle in various countries to have different logos. The coat of arms reflected his name; which meant little nest in his†¦show more content†¦The date of Milos death is unknown, but he reportedly was attempting to rend a tree asunder when his hands became trapped in the cleft of its trunk and a pack of wolves surprised and devoured him. Over the century, milo has built a strong brand personality as a food drink that promotes strength and vitality. In most countries in the world, the packaging is green and depicts people playing sports. All over the world, the tags or pay off lines also depict it as a drink that gives energy. Examples of such tags include ‘go and go and go with Milo’; ‘milo gives you the energy, you score the goal’; ‘the food drink of future champions’; ‘the energy food drink’ etc. In Nigeria Milo as a brand has a large share of the beverage group in fierce competition with Cadbury’s Bournvita. Other competing brands include, Ovaltine, Horlicks andShow MoreRelatedEssay on Nestlà © Company1853 Words   |  8 PagesNestle Cp. Since Henri Nestlà © developed the first milk food for infants in 1867, and saved the life of a neighbor’s child, the Nestlà © Company has aimed to build a business as the worlds leading nutrition, health and wellness company  based on sound human values and principles. Nestlà © (IPA: /[nÉ›sle]/) is a multinational packaged food company founded and headquartered in Vevey, Switzerland, and listed on the SWX Swiss Exchange with a turnover of over 87 billion Swiss francs. It originated in aRead MoreCadbury Chocolate4381 Words   |  18 PagesCadbury Dairy Milk Background: Cadbury dominates the chocolate market in India with a 70% share of the market. Cadbury Dairy Milk is its largest chocolate brand which accounts fro a third of every chocolate bar consumed.    The Task: In 2005 the task before Cadbury Dairy Milk was to increase its consumer franchise. The Strategy: * The task was to get the youth audience to adopt Cadbury Dairy Milk in the sweet eating or muh meetha karna moments * The campaign of Jab Pappu PassRead MoreMarketing and Nestle1828 Words   |  8 PagesNestle Case Study What are the environmental and internal forces that argue for Decentralization Vs Centralization at Nestle? The â€Å"Nestlà © way† is to dominate its markets. Its overall strategy can be summarized in four points: * think and plan long term * decentralize * stick to what you know * Adapt to local tastes For many companies, such a long-term strategy would not be profitable, but it works for Nestlà © because the company relies on local ingredients and markets productsRead MoreBusiness Plan of Nestle6523 Words   |  27 PagesNESTLE PAKISTAN (nestle pure life) BUSINESS PLAN NESTLE PAKISTAN 1. EXECUTIVE SUMMARY: Name and Address: Nestlà © Pakistan Limited 308 – Upper Mall, Lahore - 54000, Pakistan PABX: (042) 111 637 853 Fax: (042) 35789303-4   Email:  info@pk.nestle.com  Ã‚   Corporate Office Annex: 304, 309 – Upper Mall, Lahore, Pakistan. Board of Directors: Mr. Syed Yawar Ali Chairman (308-Upper Mall, Lahore, Pakistan) Mr. Ian J. Donald Managing Director (308-Upper Mall, LahoreRead MoreThe Effect of Advertisement on Consumer Behaviour14824 Words   |  60 Pagesplanning (Ayanwale, Alimi, and Ayanbimipe, 2005). This is so because it must be determined well ahead of time, in most cases, before the actual production unit could be arrived at while production units will in turn affect material purchases. In Nigeria today, taking decision on sales is the most difficult tasks facing many business executives. It is so because of the devastating effect of declining economic fortune of people and the nation at large. Predicting, estimating and determiningRead MoreComparative Analysis of Different Brands14052 Words   |  57 PagesPROJECT REPORT COMPARTIVE ANALYSIS OF DIFFERENT BRANDS OF FMCG INDUSTRY MASTER OF BUSINESS ADMINISTRATION (MBA) OF PUNJAB TECHNICAL UNIVERSITY (PTU) Submitted to Submitted by Mrs. Gitanjali Bhatnagar Vipan Kumar DR. IT Group of Institutes BANUR (PUNJAB) PREFACE Practical exposure imbibes an integral part of management studies. One cannot rely merely upon the theoretical knowledgeRead MoreThe Role of Advertising in Marketing Communications9872 Words   |  40 Pagesindirectly – about the products and brands that they sell. In a sense, marketing communications represent the â€Å"voice† of the brand and are a means by which it can establish a dialogue and build relationships with consumers. Marketing communications perform several functions for consumers. Consumers can be told or shown how or why a product is used, by what kind of person, and where and when; consumers can learn about who makes the product and what the company and brand stand for; and they can be givenRead MoreCoca-Cola Background5672 Words   |  23 PagesAPPENDICES Appendix1: History Of Coca-Cola The worlds most recognized trademark in the World! It is recognized by 94% of the worlds population. The world has changed in many ways since pharmacist, John Styth Pemberton first introduced the refreshing taste of Coca-Cola in Atlanta, Georgia. However, the pure and simple magic of one thing remains the same - Coca-Cola. The name and the product mean so many things to hundreds of millions of consumers around the globe. Coca-Cola products are served

Mental Health Case Study - 1261 Words

Reliability The reliability of this instrument was exceptional. The PHQ-9 scored a 0.89 Cronbach’s Alpha within the Primary care setting and a Cronbach’s Alpha of 0.86 in the Obstetrics and Gynecology setting. To test reliability a test-retest was done using follow up phone interviews with a Mental Health professional in a trial of 580 patients. This test was performed within 48 hours of the original PHQ-9. The Cronbach’s Aplha was 0.84 for the test-retest. The means score for the clinic samples was 5.08 and 5.03 for the telephone interviews. The reliability appears to be great for this instrument and has similar results in different settings. Validity The validity of the PHQ-9 instrument appeared to be great. Out of the 41 patients†¦show more content†¦Asking an individual with cognitive impairments like Dementia or Alzheimer’s does not make for reliability. I have used this instrument within that population and at times the answers given by the patient are disorganized or no answer is given. In this case another instrument called PHQ-9(OV) is used. That instrument uses staff members who work closely with the resident to answer the questions if the resident appears depressed. Cross-Cultural Skills There are two questions on the PHQ-9 that I feel particularly do not work across all cultures and does not take into account possible triggers for the individual. Question 6 on the PHQ-9 (1999), â€Å" Feeling bad about yourself-or that you are a failure or have let yourself or family down† is not appropriate for cognitively impaired individuals. Dementia is a difficult disease for both the individual and their family. I feel that asking this question for someone with Dementia that is in a facility is upsetting and cause behaviors within the person. Many times when I ask a resident with dementia this question they begin to get upset and tearful. It causes them to feel emotions in regards to missing their families and it causes the interview to take longer because the social worker needs to be empathetic to the patient. When asking patients in a long term care facility this question it triggers negative responses. Most people in a long term care facility wish to be home with th eir families. I feel that it makesShow MoreRelatedMental Health Case Study7435 Words   |  30 PagesRunning head: CASE STUDY LS Mental Health Case Study LS Nicole Castro College of Southern Nevada Division of Nursing Mental Health Nursing Clinical NURS 243C-S10 Micki Lin Mongogna-Alarcon, MA, BSN, RN October 18, 2010 Mental Health Case Study DM Demographic Data: LS is a 44 year-old female of African and Hispanic decent. She was born in California but moved to Las Vegas as a teenager. She stated that she attended Clark High School and went to a â€Å"stewardess college† inRead MoreMental Health Case Study1499 Words   |  6 PagesThere are many mental health facilities around the state and the country, being able to attend and observed in one was very difficult because of confidentially purposes. Many agencies I visited such as Catholic Charities, St. Mary Hospital behavioral health services, covenant house had turned me down not allowing me to have that exposure and visit in their organization. The agencies policies were strict, they had mentioned they will have to do a series of background checks and had to be enroll inRead MoreMental Health Case Study709 Words   |  3 PagesAccording to The Free Dictionary, mental illness is defined as, â€Å"Any of various psychiatric conditions, usually characterized by impairment of an indiv idual s normal cognitive, emotional, or behavioral functioning, and caused by physiological or psychosocial factors â€Å"(The Free Dictionary, 2007). Mental illness can certainly be a physical illness, but is not as easily diagnosed like a disease such as diabetes. In a disease like diabetes, physicians can run tests to look for certain indicators ofRead MoreMental Health Case Study800 Words   |  4 PagesEvidence of effectiveness- A study conducted in Brisbane State high school as cohort based randomized control trial with 134 participants in grade 9-year students, the previous year 9 (n=126) acted as control group with 10 months follow up. Results reveals that students with intervention conditions of hopelessness reported significantly lower level of depressive symptoms and improved mental health and well-being. [20] Another place control trial study conducted in New Zealand, reports a positiveRead MoreMental Health Disorder Case Study1524 Words   |  6 Pagesthe Diagnostic and Statistical Manual of Mental Disorders. This Manual is basically published by the American Psychiatric Association and it goes on to recognize all the major health disorders. The Substance related disorders are either substance use disorders or substance induce disorders. The Substance use disorders basically consist of dependence and abuse. On the other hand, substance induced disorders include withdrawal, intoxication and other mental states such as psychosis, dementia and moodRead MoreMaternal Mental Health Case Study801 Words   |  4 PagesPurpose Maternal mental health (MMH) disorders occurs in one out of 10 women during pregnancy and within the first year after birth (Maternal Health, 2016). Current law in California states no requirement for perinatal or postpartum screening. AB 244 proposes to create a pilot program to increase the healthcare providers capacity and training to manage MMH conditions to serve pregnant and postpartum women up to one year after delivery (California Legislative Information, 2017). The purpose of thisRead MoreCase Study : Client Mental Health Characteristics Essay1617 Words   |  7 PagesCase Study: Client Mental Health Characteristics During the initial phase of therapy, Jane exhibited characteristics that I considered mentally unhealthy in CBT. She had little insight into her maladaptive information processing; she could identify that she was anxious, but was unable to trace the source of this anxiety. I identified two types of cognitive distortions that were problematic for the client: arbitrary inference and mislabeling. Arbitrary inference became particularly obvious asRead MoreCase Study : Clinical Mental Health Counseling Essay2484 Words   |  10 PagesDenielle Aldridge M.S. in Clinical Mental Health Counseling Personal, Academic, and Professional Qualities/Personal Qualities My primary goal in applying to Walden University s M.S. program in Clinical Mental Health Counseling is to prepare myself for a future career in helping a wide range of individuals in my community to find happiness and to develop healthy relationships with their family and to find camaraderie within their community. I am greatly interested in working withRead MoreMental Health And Mental Illness1314 Words   |  6 PagesUnderstanding mental health is a very complex concept. The antiquity of mental illness and madness tells two common and defective definitions of mental health. The first, that mental health is the absence of mental illness, while the second that mental health is a state of well-being (Tudor, 1995). The fact that both definitions are reductive and the same word mental health is used to mean mental illness added more confusion to such term. However, it is important to know what really is mental health and mentalRead MoreMaking Meaning When A Child Has Mental Illness1 222 Words   |  5 PagesSummary of the Article The case study entitled, â€Å"Making Meaning When a Child Has Mental Illness: Four Mothers Share Their Experiences† by Ahmann (2013) is essentially where Ahmann interviews four mothers whose children have been given a mental health diagnosis and she documents in anecdotal form how each of them were able to cope, and even escape the feelings of grief, isolation, loneliness, helplessness, and depression by reaching out to others and â€Å"making meaning† in their lives by being mentors

Family and Partnership Model Free Essays

EYMP 1 3. 1) We must work together (with parents, agencies) for the wellbeing and the progress of a child. Partnership model works around the theory of collaboration, understanding and communication. We will write a custom essay sample on Family and Partnership Model or any similar topic only for you Order Now It helps to recognise how the best results can happen when the child’s in care and that is why we all must work together. The partnership model looks like: As worker with the children, we must know everything about the child; we have to seek and share information to parents and others who are concern. In my setting, we encourage partnership by: welcome parent to join and participate in the setting, we ask the parents to contribute with ideas, comments and suggestions for the best outcome in the setting, parents can visit the centre at any time they want and can ask what they want to ask and we should be in the measure to help them. 3. 2) There are many barriers to participation for carers who are: Language issue: there are some families that English is not their first language so sometime parents are really shy to talk with people (they are not confident enough) and this increase the communication with carers and practitioners. Time issue: some times, parents don’t have enough time to be with their children and some time when they do have time they want to hang around with them not talk about them and we need to be really careful in this situation because parents may feel guilty for not having much time with their children so we have to be careful of what we are saying to them. Confident issue: some parent or carer can find it hard to be active in their children care and education because they are not confident and this because of previous experience of education or something else so we have to make sure that our contact with the parent is a positive one and that our communication skills are excellent. Phone calls issue: most parents find it easy to discuss a matter of their child over the phone but I think that it is better if parent can discuss the matter face to face with the practitioner. Disability issue: some parent or carer has a disability issue and this can be overcome will depend on the parent or carer individual need for example: a person with sight problem may access information about their child using voice message or large print. A person with earing problem may access the information by reading. How to cite Family and Partnership Model, Essay examples

Big Data Analytics In Australia Post- Free Sample Solution

Question: Discuss about the Big Data Analytics in Australia Post. Answer: Introduction The world of business has been experiencing a great never before explosion of massive data in very large scale. And a million dollar worth question is, how is that data used to achieve various objectives of the businesses. Every marketing department in the organizations looks at this large scale data to exploit the market in the best possible extent to increase its segment of sales and profit from the existing market. As sending text messages to the users would not be enough effective to bring the customers to the premises of the organizations, to buy the product and subscribe for the services, marketers now look at the huge database to make the customers enough captive of the products, services, offers and discounts. Australia Post Australia post or Australian Postal Corporation in full form, is government owned corporation, which is owned by Commonwealth of Australia. The Australia Postal services were started in 1809 and currently are in operations in over 4429 metropolitan retail outlets, with its 2561 retail outlets present in remote and rural areas. It provides the postal services in entire Australia as well as in overseas territories. AP has the revenue of A$6.37 billion, by 2015. The head office of the AP is located in Bourke Street, Melbourne, which also provides the services of post office. Big Data Analytics It is important to understand what is Big Data and what is Big Data Analytics, when considered from the business perspective by the business organizations. Big data is a huge and larger data sets or database that is very complex that the data processing applications traditionally used in current. The term Big Data is often relates and simply elaborates the predictive analysis usage and several advanced methods towards extracting the useful information from the larger sets of data. Big data has been the target of the organizations, especially, national and multinational large scale organizations, towards converting the potential data base into customer database and it can be made possible, as the accuracy in data sets could lead to making the decisions that are more viable, confident and statistically supportive. These decisions can result in reduction in cost, reduction in risk and increase in the operational frequency. Having understood the potentiality of the data sets from Big Data, many organizations have spent billions of dollars in the information technology towards specializing the analytics and data management services. Examples of various commercial business organizations that have benefited from the Big Data analytics are Australia Post, Walmart, IBM, SAP, HP, Microsoft, Dell, EMC, Oracle Corporations, etc. Big Data Analytics In Australia Post Australia Post is the largest postal service of Australia and implemented the analytics services of big data to improve the spending habits of the customers that has helped the company for optimizing the campaigns of marketing. The operations of Australia Post are in three core areas, Parcels and logistics services Letters and associated services Agency services and retail merchandise First Step Australia Post launched the services through digital, called Digital Mailbox, to communicate through a secure website. Future Ready Strategy Future Ready strategy was announced in February 2010 by Ahmed Fahour, who had been appointed as CEO and MD of the Australia Post Corporation. It has included the structure of new organization and also a renewed foray into a new business trend, digitally, under the strategic business unit, eServcies. However, AP announced losses occurring first time in 30 years, in September 2015. The company experienced a loss of $381 million was caused from the huge decline in stamped and addressed mail and also in the mail delivery. However, parcel delivery contributed and accounted for near to half of the overall revenue. The loss was A$222 million that had been down from the profit of $116 from the previous year. Australia Post continues to widen and broaden its range of services and products and continue to invest in the advanced and sophisticated technology, like Big Data and Predictive Analysis. Customer Address According to Australia Post, the geographical address of the customer in the database is often considered as a key attribute that can be easily applied to the respective record of the customer, from the vast customer database. It is considered as one of the best-structured and robust data elements that can be easy to work with and also creates a standardising data avenue. Australia Post has initially has established and set the standards of industry for storing, managing and matching the data of the customer that was centric to the geographical address of the customer. As a part of this standardization, AP had released the PAF (Personal Address File). Now the huge customer base is very well validated and cleansed against the PAF and it has been embedded within the unique household identifier of the Australian Post, which is a DPID (Delivery Point Identifier). The DPID as a Potential Match Key The DIPD of the Australia Post has been applied to each of the address and the process of linking the disparate datasets that have the addresses. The AP corporation has spent enough every year on customer data integration, data hygiene as the data simplified in this process helps the company to present greater benefits for its business. The DPID can possibly appended through the software that is accredited by the AMAS (Address Matching Approval System). Minimum match of about 99.6% is to be achieved and to be allowed and accredited towards commercializing their software. When a record is matched, then DPID would be returned with random code of eight digit and stands unique to the PAFs address record. There is a certain process to achieve the AMAS accreditation. It needs the best possible ways of breed probabilistic matching to the rules and requireents of the businesses that are precise and comprehensive. After completion of th is process and after DPID is appended, then the DPID is considered to be an important and primary match key to adopt deterministic techniques for matching the disparate data sources. Eventually, it requires that the databases that are sought to be matched would be based on the address and it has to be processed through the software called, AMAS accredited software. However, in the cases that the unstructured data is to be data, such as non-address related data, and other transactional information, it becomes necessary for the integrator of data to identify various ways of matching it to the geography. Understanding of the ways to ink the data back to the geographical and physical address enables to integrate the entire customer data. If it can be modelled to a CCD (Census Collector District), store or state catchment area, postcode and each of the attributes of the address can very well appended to the DPID and consistent unstructured data linkage can be done towards the structured data. Prior to this, at Australia Post, processing of files used to be done, with the accuracy less than 60 percent. However, the possible error rates are decreased and the accuracy has been increasing to more than 95%, after applying the Personal Address file. The software analyse the change of the address by the Australians. The data says that there are about three million Australian shift their houses to new addresses. Changing of the physical address has been a challenge to the company. However, it has gained the ability to track the changed address of Australians, through Mail Redirection Service. The service is enabled to ensure that the mail received by the customer, who shifted his or her house, the mail will be automatically forwarded to the new shifted location of the customer. And such facilitation has helped the company to become hassle free. Barcoding to Data Quality After the PAF is released by the Australia Post, many of the databases about the customers were very poor and used to devoid the standards that the release of the initial files processing was done through the AMAS designed, were PAF and the final achievements could match about 60%. It indicates that the 40% of the customer records extracted were inaccurate. However, the customer databases used today have become the regular PAF users through the AMAS accredited software to achieve more than 95% of accuracy in terms of matching. This dramatic transformation has been resulted by enablement of PAF through accurate and comprehensive customer base centric data that support clear business data management applications, clear business rules and functional standards. Accuracy Beyond 5% Australia Post has recognized that the accessibility of the PAF has to be increased so that the challenges and needs of the big data world can be assisted and fulfilled. A set of offers that are enriched and designed to suite data package that the teams of the customer relationship management and marketers have to enrich and integrate their assets of data towards generation of the insights and it would allow superior marketing ROI (Return On Investment). Predictive Analysis Forecasts of manual cash flow are things of the Australia Post in the past, that includes two software package implementation that crunch the data towards the production of the forecasting reports, daily, monthly and annually. According to Armand Mizan, Astralia Post Business Analytics manager, the previous manual forecasting used to take much more time, even weeks for producing the reports and still the final report was not accurate. Apart from that the staff of Australia Post had little visibility of agency cash flow movement. The company becomes as an agent, for the companies, like telecommunications, ATO (Australian Tax Office) and utility providers. The payements were recived online as well as the retail outlets that are close to 4500. According to Mizan, there was about $50 billion worth payments were done for each year. To overcome the manual cash flow forecasting problem, Australia Post had decided to go for SPSS Predictive Analysis software, developed by the IBM, along with the Cognos TM1 enterprise planning software. They had a model of monthly cash flow that was based on data of actual figures. It would populate then, the cash flow daily through a translation. By using that, the agency stated the forecasting model that is produced with the help of SPSS and these results were sent back towards TM1. For checking and determining the accuracy of SPSS in providing the information, Australia Post has taken the reference of historical data that was collected from August 2011 to October 2011 and then applied in the software towards producing the results and reports. According to Mizan, the forecast done with the help of SPSS was compared against the actual data in the year 2011, the accuracy level achieved was 95 to 98 percentage. Business Outcomes And now Australia Post has completely integrated the actuals and has been forecasting the actuals monthly cash flows for following 4 years. Finally, both the daily and monthly cash flow models have been aligned completely. In addition that, there is also improved agency financial data visibility that the company had not before. Technical Difficulties However, according to Mizan, TM1 and SPSS project has its own teething problems. For instance, when the dates of transactions and agency settlements, the data it has taken out from the general ledger started reflecting the data of transaction. But, this date appears varied from the when the actual cash settlement was done. This settlement date was quite important during the forecast of the cash flows. So, to overcome this challenge, Australia Post applied lags for the transactions to finally reach at the required settlement dates. There was also another challenge, according to Mizan. The challenge was the effect of the special events and public holidays of territory and state based. The SPSS software needed to take the holidays and special events into account and, so the forecasting model is entered with the calendar of holidays. Future Uses Austrlia Post having tasted the fruits of the predictive analytics, the company has been looking to scale up the projects with additional analytics, in addition to the analytics that have already active. Australia Post has been exploring currently, to extend the use of SPSS in the forecasting of the daily revenue by retail outlet individually and detection and prevention of the fraud. Since Australia Post is the largest retailer in Australia, the fraud risk would be significant. So, the company looks to detect the fraud of the credit card in its retail outlets that are more than 4500. Apart from the fraud detection, Australia Post wants to implement TM1 by the sales and marketing staff for the purpose of customer analysis, for understanding, the details about the customers of the company, the products and services that they are buying, habits of them and also to identify the churn of the customers. Australia Post started evaluating several ways to deploy and use the predictive analysis throughout its organization. The future plans include daily customer sales prediction, reduction of the customer churn through gaining improved insights into the interactions and predicting the products profitability. Specifically, it is looking at customer churn in the business of parcels, according to Mizan. As the business fo the mail has been declining and parcels will be the current and future growth in the company. So, protecting the market of parcel business market and terminating the churning of the customers is noted as a higher position in the list of priority. According to Mizan, automating the armaguard cars sending process down to the retail branches of the company towards the collection of the cash, after the amount reaches on a specific threshold is also listed in the priority list, by using predictive analysis. It is important as there is a lot of money need to be collected at the network of retailers. Another significant shift the company is looking for is a giant jump with the social media analytics using the same SPSS, which can be very well suitable. However, setting and implementing the new technologies in all of the new adapting methods are to be looked very carefully, so that the funding requirement is determined, which also needs timeframe for the implementation. it is going to take approval, time and funding to start defining the requirements of business. Australia Post has to decide, where it has to go by scaling up the predictive analytics and based on that it needs to make the investments in the new software and hardware. Meanwhile Australia Post has decided to fine tune the current operations by predictive analysis, by feeding more and more information so that the better accuracy in the predictions of cash-flow can be achieved. Summary Australia Post advises to focus right at the beginning of the goal, so that it can improve the chances to get the seeker to reach those goals. Though there are plenty technical challenges, clear understanding of the goal of what to be achieved and common sense have taken the Australia Post to the goal (Schutz, Plant, 2012). Conclusion The business world is experiencing a never before explosion of large scale data that is made available as raw data that can be processed in many ways, by customizing to the needs and requirements of the businesses. Australian Post is a biggest postal service retailer in Astralia with about 4500 outlets in the country. Big Data is large data sets that can be made available, about the customer and their detailed information. This information can be potential for the company and it helps to make increased business, along with the increased retention of the customer. Australia Post uses the big data technology towards delivery of the better value to the better support or service and business through the data analytics improvement, which helps to map out in optimizing the practices and strategies of marketing and the customer journey. The technology is applied to its three of core areas, like parcels and logistics services, letters and associated services and agency services and retail merchandise. Predictive analysis has been employed for various operations of the company and the company has been making up the arrangements to scale up these applications and technologies, within the organizations. References Schutz, L. Plant. G. (2012) Big data Buzzword, headache, distraction or opportunity? Post Connect, White paper big data, Viewed on 29 May, 2016 and accessible over https://auspost.com.au/media/documents/big-data-white-paper.pdf Thanh, T, (2016). Big scandal, big data, big opportunity. ACL services. 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