Grant Application for Indigenous Prisoners-Myassignmenthelp.com

Question: Examine about the Health Problems and Social Determinants influencing the Population. Answer: Populace and medical problems The native or indigenous populace of Australia are the countrys local populace. The wellbeing states of the native individuals of the nation are in much more terrible state than the non-local individuals and this postures as an issue for the general national wellbeing principles of Australia. The western colonization in Australia has extraordinarily influenced the wellbeing of the Aboriginal and Torres Strait Islander (ATSI) ladies. The significantly modified financial condition and a move in the natural angles have been the key explanations behind the strength of the aboriginals to become crumbled (Shepherd Phillips, 2016). Among the native ladies, the ones who are presently in jail have much increasingly miserable wellbeing conditions. The soundness of the detained native ladies is the more regrettable among all the racial and ethnic gatherings of the nation. 34 percent of the all out imprisoned populace of the nation is comprised of Australian native ladies. The pace of imprisonme nt across Australia has expanded altogether aside from South Australia. The quantity of detainees in the Australian jails rose by 69 percent in 2016 when contrasted with the quantity of 2015. The local populace of Australia compensates for 2.5 percent of Australias all out populace. A large portion of them live in the Northern Territory and new South grains, as indicated by the Australian Bureau of Statistics (ABS) (Shepherd et al., 2017). As indicated by the Department of Health (DoH), the absolute detained aboriginals establish 27 percent of the all out number of detainees in Australia. There is an obvious variety in the rate development in the quantity of female detainees to be imprisoned throughout the most recent decade when contrasted with the level of the guys for the equivalent. The female detainment rate grew a frightening 42 percent when contrasted with a 24 percent for the guys. Australian native females are the quickest developing populace in the nation. Native females are likewise the most detained populace in the nation with 404 indigenous females to be detained per 100,000 grown-up prisoners in Australia. 90 percent of the imprisoned ladies in the Northern Territory are indigenous. The most extreme medical problem among the detained native ladies is introduction to explicitly transmitted diseases, as the majority of them are inclined to being explicitly dynamic with no assurance because of the limitations and constrainment of jails. Indigenous detained ladies have detailed high quantities of STIs while being confined (Shepherd et al., 2016). The level of native ladies with STIs rose significantly when a time of arraignment. Physical and sexual maltreatment is another serious issue that is looked by the native female detainees. Wild exercises inside the jail is a significant explanation behind the detained females to have blood related infections. Unprotected piercings, getting tattoos, intravenous medication use are generally essential drivers for a high number of native female detainees to have unexpected frailty. In late investigations, emotional well-being of these female native detainees has become a significant issue that should be tended to at the earliest opportunity. Tension, sorrow, schizophrenia and character issue are just probably the most serious emotional wellness issues that are looked by these ladies. The quantity of native female detainees with psychological wellness issues is altogether higher than the male prisoners with emotional well-being issues (Black et al., 2015). PTSD is another significant thing to influence the ladies detainees of indigenous beginning, which regularly lead them towards substance misuse. Right around 60 percent of the detained native females are experiencing psychological well-being issues who additionally are prey to substance misuse. Undertaking portrayal Such poor physical and emotional well-being issues among the native detained females in Australia are far reaching and this is a major issue that should be tended to as quickly as time permits, in any case the nation can't want to keep up a general wellbeing of its residents. Maintainable comprehensive improvement will likewise not be accomplished if this proceeds. Subsequently, there is a critical need to change the state of the female native ladies in jail with emotional wellness issues. It should be comprehended that even the detainees are people and for whatever length of time that they live, they reserve the privilege to live in charge of their own body and psyche (Simpson et al., 2017). it is important to accommodate the emotional wellness of the detainees and the females are to be given more concentration as their lives are consistently in more peril and inclined to ambushes than that of the men (Shepherd Phillips, 2016). No racial or ethnic oppression the native ladies ought to be endured or energized in light of the fact that each individual in the nation are announced to be equivalent in the countrys constitution and it is a criminal offense to hold racial philosophies inside the Commonwealth. The indigenous individuals of Torres waterway have just experienced enough colonization, constrained expulsion from their own territories, digestion, isolation and prejudice. It is the obligation of the Commonwealth to furnish them with the essential human rights and give them the psychological security they merit, regardless of whether they are in jail. It must be considered that the laws of the nation are still not so much for the aboriginals and they face enormous segregation in lawful grounds even at this point. The Torres Strait individuals have consistently seen life from an all encompassing point, where social, enthusiastic and social prosperity are given the same amount of need and significance as physical wellbeing (Baldry Cunneen, 2014). The way that colonization has hindered in the social and public activities of the aboriginals is the significant explanation that ages of the indigenous populace have been dove towards social sadness and nervousness has creeped in. The term restorative home may appear to be a joke as a large portion of the native ladies who are as of now in jail have records of past detainments. Clearly the remedying strategies are not working and should be amended at the earliest opportunity, if the soundness of the ladies are to be improved. Considering these, an arrangement has been formulated that expects to improve the emotional well-being states of the Australian native ladies in jail. A gathering of clinicians have been accumulated who will direct meetings with the native female prisoners. These meetings would be giving the analysts thoughts regarding what do these detainees see as their most overwhelming issues. The analysts would likewise comprehend what are the patterns among these ladies. Explicit circumstances in regards to what are the triggers to set the ladies off and plunge them down a way of psychological sickness would likewise be revealed insight upon (Bradley et al., 2015). The undertaking has been made to be of subjective spellbinding nature that would be investigating the different qualities of the native ladies in Australian detainment facilities and would be progressively disposed towards giving a hypothetical point of view into the issue, instead of just giving measurable information and numerical estimations of the circumstance. Rather, this examination is framed to be considerably more cozy and would be explicitly underlining the realities about what are the main drivers of the psychological issues looked by these females. Targets The examination that has been planned in this venture would give genuinely necessary understanding about the wellbeing states of the local ladies in Australian penitentiaries. Contemporary and as of now existing information and explores exclusively center upon the patterns and what are the most alarming issues that are looked by these ladies. In any case, almost no has been done to comprehend the foundations and mental issues that drive them into discouragement and other intellectually disturbing conditions just as inciting them to maltreatment on substances (Sodhi?Berry et al., 2014). The destinations of the examination have been set in agreement to the underlying thoughts regarding the common issues. These are: To discover what are the issues that are looked by the native females in Australian jails To lead broad studies to have inside and out information about the issues Take interviews with these prisoners to comprehend what are the issues and to investigate what are the underlying drivers of these issues and how may they be activated To make sense of the plausible answers for these issues Spending gauge: An absolute financial plan of $2.500 has been apportioned for the examination work. Reason Apportioned Budget ($) Concerned writing and related books regarding the matter 1,000 Transport for the analysts 500 Fixed 500 Instruments and gear 5000 The spending plan of the exploration has been checked on and endorsed by the board of trustees that is neglecting the whole task and some worldwide and nearby deliberate gatherings have likewise guaranteed additional assets if the advancement of the venture goes as indicated by the underlying plans. That way, a deficiency of assets can be precluded and this would be profoundly valuable for the examination. As the exploration pushes forward, further prerequisites and angles would be seen and more assets will be mentioned varying. Timetable gauge: Fundamental action first week second week third and fourth weeks fifth and sixth weeks seventh and eighth weeks Distinguish the focused on populace of the native female detainees in Australia Usage the successful procedures according to the perceived exploration subjects Screen the actualized technique Changes whenever required Settle the arrangement and methodology The destinations of the undertaking have been set in a manner that would be practical, with the goal that they can be accomplished actually and don't simply remain matters composed on the pape

“Ethnic Notions” Analysis Essay

â€Å"Ethnic Notions† is a chronicled film that takes the watcher through the whole course of American history from the 1820s to the 1980s. The tunes, watching the movies and seeing all the antiques is the thing that makes this film such an integral asset. The film portrays a portion of the terms that were utilized to delineate dark Americans. Well into the twentieth century the â€Å"Mammy†, the â€Å"Coon†, and the â€Å"†Sambo†Ã¢â‚¬  were all terms utilized concerning dark Americans. In 1941 the animation was made and advanced into a significant number of the homes of American culture. In the mid 1900s the picture of the â€Å"Sambo† spread and it turned into a depiction of dark men in film. The Character is languid and flighty that will effortlessly maintain a strategic distance from work to partake in food and move. As the common war drew closer, another character went with the â€Å"Sambo†, the â€Å"Zip Coon†. This character attempted to depict whites that derided the idea of racial uniformity. With these two together, the two of them guarded servitude by saying that blacks can’t handle opportunity. In films the job of the â€Å"†Mammy†Ã¢â‚¬  was a hireling that was characteristically an extremely dim and overwhelming lady that had her needs set to doing whatever her lord or escort wished. â€Å"Mammy† was appeared as a steadfast individual that was defensive over the white family. She was a ground-breaking individual which turned into a steady figure in each picture of the south. It turned out to be difficult to abandon seeing this character in a southern home. This character was additionally a safeguard of bondage. Be that as it may, inside her own family the â€Å"Mammy† is the controlling power which is the direct inverse of the manner in which the family is seen in the public arena. She is appeared as being abiogenetic and ugly. When the slaves became liberated many white individuals said that the previous slaves couldn’t handle being without consistent subjection to their white experts. Society called the liberated blacks beasts, and the expanding open dread of them gave them the epithet of â€Å"black menace.† Once movie was created in the twentieth century the pictures and the delineation of dark Americans didn’t change by any means. The main contrast currently is the loathe is presently on film. Blacks started to enter theater and they utilized it as a positive development to escape the south and start another life withâ opportunities. Through the 1940s the blackface became disposed of however its picture left its blemish on society. Before long kid's shows turned into the voice for bigotry. Along these lines when any savagery or abuse were happening it would be engaging and comical. The kid's shows had the ability to impact youthful personalities to consider generalizations to be being engaging by making references to dark Americans being savages. Besides the main thing that tamed dark Americans was subjugation. The legend says without the whites authority over the blacks, their whole race would end up being simply savages. â€Å"Ethnic Notions† is an inside and out gander at the foundations of African American bigotry and generalizations. The film experiences 150 years of bigotry and disdain towards dark Americans, and the pictures that were spread all through society that delineated African Americans to being lethargic and imprudent. Additionally without bondage to hold them in line, fantasies state that they would depend on savage conduct.

Best Uses of Big Data in Recruiting

Best Uses of Big Data in Recruiting Big Data â€" the collection of larger than average datasets that require unconventional storage, processing, and analysis methods, has revolutionized nearly every field of business, from marketing to manufacturing. Big Data can provide those firms that develop the infrastructure to analyze and act on the patterns and insights contained in these datasets, with a source of competitive advantage in any industry.This infrastructure includes the technology to aggregate, process, and analyze various datasets, and the personnel to perform these operations, which marketing research firm Gartner estimates will be a $232 billion dollar industry by 2016.As more and more firms invest in Big Data infrastructure and integrate it into their existing internal operations, such personnel are in high demand these days. Firms often find them with the help of Big Data-driven recruiting procedures. Indeed, Big Data has transformed the world of recruiting; and it may help you find the talent you need, in e ach area of your business.Big Data, or people analytics, as it is known when applied to recruiting, provides recruiters with more data to analyze. Social media networks have become the first stop for many recruiters after receipt of a resume. However, people analytics encompasses more than just social media data mining. Indeed, it encompasses even more than just back-end software or personnel. People analytics is also an orientation â€" an attempt to create a complete picture of a candidate long before they step foot in an office for an interview. An applicants entire online presence, their use of a firms recruiting database, their customer or non-customer status, their political affiliations, their smoking preferences, and other characteristics can all taken into consideration in this era of Big Data. © Shutterstock.com | Rawpixel.comIn this article, we will cover 1) the benefits of recruiting using Big Data; 2) recruiting using Big Data; 3) the risks of using Big Data for recruiting; 4) the future of hiring with Big Data; and 5) a case study of a business using Big Data.BENEFITS OF RECRUITING USING BIG DATAThe people analytics approach has tremendous advantages for recruiters. The proliferation of available information about candidates has made it possible for recruiters and human resources professionals to match an employee’s professional and personal fit with their firm more closely to the firm’s opening and corporate culture respectively. People analytics’ tools and techniques allow firms to develop a much more complete profile of a candidate â€" far beyond a one-page cover letter and accompanying resume.People analytics allows firms to move away from hiring based on subjective factors that may have very little to do with an employee’s chances of success at that parti cular firm. The Big Data approach involves first determining what existing factors lead to employee success and retention, and hiring candidates who fall within those parameters. This approach makes it easier for recruiters and managers to justify new hires as well. And it works. Xerox recently used algorithm-driven recruiting techniques to reduce the attrition in its call centers by 20%.Further, analyses of one’s internal HR database, its strategic sales plan, and its accounts receivable, can yield insights about where a firm needs to hire to stay on top of existing orders. This insight allows firms to recruit proactively, rather than when they face a talent shortfall. Hiring proactively allows firms to spend the time necessary to select the right candidate, and avoid paying a premium for talent in moments of extreme organizational need. It also allows firms to develop strategic recruitment plans that incorporate a firm’s broader hiring goals, such as building a diverse workfor ce.People analytics can reduce your cost per hire, and your average time needed to fill open positions by making the recruiting process more efficient. Lastly, hiring using people analytics can align your compensation packages more closely with real market averages, by conducting analyses of publicly available salary information.RECRUITING USING BIG DATABig Data has given rise to a number of recruiting techniques designed to make recruiting efforts more precise and accurate. While these techniques predate the rise of Big Data, the explosion of available information has led to the development of algorithm-driven recruiting software solutions (as well as firms that specialize in algorithm-driven recruiting); and helped refine the tools and techniques used specifically for recruiting. These tools and techniques include data mining, keyword filtering, and testing.Data miningData mining is a technique used by firms to aggregate data for a variety of different business purposes, including recruiting. Data mining can be used to analyze the internal data created by high-performing and/or longstanding candidates to search for insights into their performance and/or longevity. Data-driven firms like IBM, along with standalone data analysis firms like the California-based Cataphora, specialize in such statistical analyses, which can be used for internal recruiting and/or retention. By analyzing from where successful candidates have been hired can simplify the recruiting process as well. For example, a firm whose internal analyses have revealed that 49% of their top performers had their initial contact with a recruiter from Viadeo, may lead the firm to reduce advertising on LinkedIn, and instead ramp up recruitment efforts on the French social networking site.Recruiters and human resources professional can also combine data mining with predictive analytics â€" the use of statistical methods and techniques to forecast the probability of a likelihood occurrence using histori cal data, to generate predictions about a candidate’s likely tenure with the firm should they be hired. These insights can also be used to provide parameters for the recruiting of external candidates.Data mining, or as some recruiters call it “talent mining” can be done manually or automatically online. Individual recruiters and/or software can search online resume databases (internal or external), professional social network profiles, or other websites of interest for personnel who might be a match for an opening.Social networks, in particular, capture significant information about an individual. Recruiters can determine not only whether a candidate might be a good fit for the culture of the firm, but also whether they might be successful there, by assessing this information against internal profiles of high performing candidates. For example, a firm’s highest performers may spend a small amount of time on a single social network. A candidate who spends considerable time on multiple social networks might raise some flags. Alternatively, a social network might indicate that the candidate is engaged in activities that might impair their productivity, such as excessive drinking or high-risk hobbies, such as extreme sports. These insights can be helpful to the diligent recruiter.Keyword filteringUsing desired skills and other characteristics as keywords, recruiters can run searches in popular search engines, on professional and non-professional search engines, in public or private online communities, and on other online properties. This can yield promising leads, who recruiters can contact for an informational or formal interview.Keyword filtering is also helpful when screening out applicants who have applied for a position through a web-based talent management application (either proprietary or from a third-party recruiter). Recruiting software automatically scans submitted resumes and cover letters for specific keywords, rejecting those without them, an d returning to recruiters only the candidates who fit the job description on paper.TestingMore and more, testing is used in the hiring process. Usually, pre-screened applicants are invited to take a skills test, a personality test, or both. Skills tests are used to authenticate the skills listed in one’s job application, but also can be used to test those not listed, such as soft skills. Personality tests are used to assess a candidate’s fit with the firm’s culture, as well as soft skills. Personality tests have been around for a long time, but the combination of computer-assisted testing, and data-driven approached to psychology, make these tests much more sophisticated and precise.Increasingly, both skills and personality tests are assessed against internal analyses of high performing employees. For example, an advertising firm may find success with candidates who work well in a team and possess a high degree of digital fluency, regardless of the job opening. They may in tur n offer measure all candidates for an opening against skills and personality tests they mandate during the hiring process.It is not uncommon for candidates for senior positions in all industries (and even some junior level positions in industries such as finance) to be given one or multiple, skills tests, and a personality test, during multiple interview rounds. These tests provide hiring managers with more data points, alongside the job application, the interview(s), online data, and other publicly available information, against which to measure candidates. RISKS OF USING BIG DATA FOR RECRUITINGBig Data may yield tremendous potential for recruiting, and indeed, for many firms, some big results. However, there are risks to using algorithm-driven recruiting tactics that can lead to some substantial consequences. These risks stem from overreliance on algorithm-driven recruiting. People analytics should, ideally, supplant human recruiting efforts, rather than supplant them.Incorrect fo recasting assumptionsUsing profiles developed by analyses of internal data can yield promising candidates. Nevertheless, this assumes that the analyses provide accurate insights into what it takes to perform at the firm. The best analyses have a degree of uncertainty, and employee performance standards constantly change along with the demands of the markets. Historical performance is no guarantee of future performance. Further, Big Data is notoriously messy. It is critical that you invest in either a data-driven recruiting firm or the personnel to analyze recruitment-relevant data. Your HR people, even the best intentioned, may not be able to properly analyze multiple datasets to generate actionable recruitment insights. You will need statisticians.It is also very important to understand that the models predicting candidate success are based on how strongly a particular candidate’s characteristics are correlated with the characteristics of a hypothetical high performer employed by the firm. Correlation does not imply causality, which means, in this case, that just because a candidate is identical to the hypothetical performer on all levels those data do not mean that he or she will definitely succeed. If you approach people analytics expecting to find set parameters for candidates that will always result in success, you are likely to be disappointed.Moreover, assessing candidates individually, pre-employment (and even post-hire) rarely yields insights into what said individuals can contribute to a team. For example, designing an algorithm that predicts whether an individual whose performance may be average but who may provide rousing pep talks to team members outside of work, is challenging at best.It should be noted that privacy is also a big concern, particularly when it comes to internal data gathering. Employees, using resources belonging to an employer, should expect a certain amount of data gathering. But how much is too much? At what point does data-g athering feel invasive and undermine productivity â€" the very thing the firm seeks to measure?Human beings design the recruitment algorithms so, in addition to the possibility of human error in the design and/or implementation, of the algorithms, there is the likelihood of bias, especially when it comes to less objective measures of success. People tend to associate with people like themselves. Using algorithms that use historical data to predict employee performance as hiring parameters may yield candidates who are similar to existing candidates, but neglect those who are different enough to innovate. As innovation is a key source of not just competitive advantage, but ability to adapt to market dynamics, over time, a homogenous staff may hurt your firm.Violations of equal opportunity lawsHomogenous employees may hurt your firm in ways other than reduced innovation. Recruiters must make sure that their hiring algorithms do not systematically exclude classes of protected employees. The fact that an algorithm repeatedly returned a single ethnic group or gender is not an excuse in the eyes of the U.S. Equal Employment Opportunity Commission, and other foreign counterparts. Recruiters must take pains to ensure that the algorithm takes a country’s diversity laws, both through automatic and manual review of the candidates returned by software at every stage of the interview process. Failure to do so can be time-consuming and costly in the case of either resulting civil litigation, or damage to your firm’s brand.Even entire industries are not immune from the need to vary their recruiting approaches. In August of 2014, a flurry of reports highlighted the lack of diversity in Silicon Valley. This was at least partially attributed to algorithm-driven recruiting practices.FUTURE OF HIRING AND BIG DATADespite the risks, algorithm-driven approaches to recruiting are here to stay. Big Data has accelerated the rate of advancement in machine learning. Machine learning i s the design and study of learning algorithms that, essentially, help a computer process and understand data better. As the field of machine learning advances, so too will the sophistication and accuracy of algorithm-based recruitment tools.Moreover, the cost of hiring the wrong candidate is high. Training, salary and benefits, and search related costs just scratch the surface if the new hire’s mistakes cost revenue. The potential benefit of algorithm-driven recruitment methods, in the estimation of most firms, outweighs the growing pains associated with new approaches. Moreover, algorithm-driven approaches already have worked well for a number of firms.CASE STUDY © Wikimedia commons | GoogleCase in point: Google. It is expected that a firm as data-driven as Google would be a pioneer in data-driven approaches to recruiting. Google has dedicated resources to building a hiring algorithm, which predicts a candidate’s probability for success if hired. They also developed a separate algorithm designed to backstop its initial screening of candidate resumes, which indicated that its primary algorithm had missed 1.5% percent of the time.Their dedication to research-driven approach also informed their application process. After much research, they determined that four interviews provided the maximum amount of insight. They make considerable use of behavioral interviews. Further, they employed group hiring to reduce bias dramatically in hiring decisions.Google has also developed retention algorithm, using predictive modeling methods that predict the probability of success of employees, post-hire, and applying them to the dynamic data that is reflecti ve of a growing and changing workforce. This has informed their hiring practices by allowing Google to refine the parameters of their hiring algorithm. They have also used analytics to increase the hiring of underrepresented groups, such as women.As a result, Google has been able to fill vacancies rapidly, and enjoyed both low turnover and a reputation for being very selective, enhancing its prestige as a top employer brand for years.Big Data for Recruitment | SourceIn London 2013

Best Uses of Big Data in Recruiting

Best Uses of Big Data in Recruiting Big Data â€" the collection of larger than average datasets that require unconventional storage, processing, and analysis methods, has revolutionized nearly every field of business, from marketing to manufacturing. Big Data can provide those firms that develop the infrastructure to analyze and act on the patterns and insights contained in these datasets, with a source of competitive advantage in any industry.This infrastructure includes the technology to aggregate, process, and analyze various datasets, and the personnel to perform these operations, which marketing research firm Gartner estimates will be a $232 billion dollar industry by 2016.As more and more firms invest in Big Data infrastructure and integrate it into their existing internal operations, such personnel are in high demand these days. Firms often find them with the help of Big Data-driven recruiting procedures. Indeed, Big Data has transformed the world of recruiting; and it may help you find the talent you need, in e ach area of your business.Big Data, or people analytics, as it is known when applied to recruiting, provides recruiters with more data to analyze. Social media networks have become the first stop for many recruiters after receipt of a resume. However, people analytics encompasses more than just social media data mining. Indeed, it encompasses even more than just back-end software or personnel. People analytics is also an orientation â€" an attempt to create a complete picture of a candidate long before they step foot in an office for an interview. An applicants entire online presence, their use of a firms recruiting database, their customer or non-customer status, their political affiliations, their smoking preferences, and other characteristics can all taken into consideration in this era of Big Data. © Shutterstock.com | Rawpixel.comIn this article, we will cover 1) the benefits of recruiting using Big Data; 2) recruiting using Big Data; 3) the risks of using Big Data for recruiting; 4) the future of hiring with Big Data; and 5) a case study of a business using Big Data.BENEFITS OF RECRUITING USING BIG DATAThe people analytics approach has tremendous advantages for recruiters. The proliferation of available information about candidates has made it possible for recruiters and human resources professionals to match an employee’s professional and personal fit with their firm more closely to the firm’s opening and corporate culture respectively. People analytics’ tools and techniques allow firms to develop a much more complete profile of a candidate â€" far beyond a one-page cover letter and accompanying resume.People analytics allows firms to move away from hiring based on subjective factors that may have very little to do with an employee’s chances of success at that parti cular firm. The Big Data approach involves first determining what existing factors lead to employee success and retention, and hiring candidates who fall within those parameters. This approach makes it easier for recruiters and managers to justify new hires as well. And it works. Xerox recently used algorithm-driven recruiting techniques to reduce the attrition in its call centers by 20%.Further, analyses of one’s internal HR database, its strategic sales plan, and its accounts receivable, can yield insights about where a firm needs to hire to stay on top of existing orders. This insight allows firms to recruit proactively, rather than when they face a talent shortfall. Hiring proactively allows firms to spend the time necessary to select the right candidate, and avoid paying a premium for talent in moments of extreme organizational need. It also allows firms to develop strategic recruitment plans that incorporate a firm’s broader hiring goals, such as building a diverse workfor ce.People analytics can reduce your cost per hire, and your average time needed to fill open positions by making the recruiting process more efficient. Lastly, hiring using people analytics can align your compensation packages more closely with real market averages, by conducting analyses of publicly available salary information.RECRUITING USING BIG DATABig Data has given rise to a number of recruiting techniques designed to make recruiting efforts more precise and accurate. While these techniques predate the rise of Big Data, the explosion of available information has led to the development of algorithm-driven recruiting software solutions (as well as firms that specialize in algorithm-driven recruiting); and helped refine the tools and techniques used specifically for recruiting. These tools and techniques include data mining, keyword filtering, and testing.Data miningData mining is a technique used by firms to aggregate data for a variety of different business purposes, including recruiting. Data mining can be used to analyze the internal data created by high-performing and/or longstanding candidates to search for insights into their performance and/or longevity. Data-driven firms like IBM, along with standalone data analysis firms like the California-based Cataphora, specialize in such statistical analyses, which can be used for internal recruiting and/or retention. By analyzing from where successful candidates have been hired can simplify the recruiting process as well. For example, a firm whose internal analyses have revealed that 49% of their top performers had their initial contact with a recruiter from Viadeo, may lead the firm to reduce advertising on LinkedIn, and instead ramp up recruitment efforts on the French social networking site.Recruiters and human resources professional can also combine data mining with predictive analytics â€" the use of statistical methods and techniques to forecast the probability of a likelihood occurrence using histori cal data, to generate predictions about a candidate’s likely tenure with the firm should they be hired. These insights can also be used to provide parameters for the recruiting of external candidates.Data mining, or as some recruiters call it “talent mining” can be done manually or automatically online. Individual recruiters and/or software can search online resume databases (internal or external), professional social network profiles, or other websites of interest for personnel who might be a match for an opening.Social networks, in particular, capture significant information about an individual. Recruiters can determine not only whether a candidate might be a good fit for the culture of the firm, but also whether they might be successful there, by assessing this information against internal profiles of high performing candidates. For example, a firm’s highest performers may spend a small amount of time on a single social network. A candidate who spends considerable time on multiple social networks might raise some flags. Alternatively, a social network might indicate that the candidate is engaged in activities that might impair their productivity, such as excessive drinking or high-risk hobbies, such as extreme sports. These insights can be helpful to the diligent recruiter.Keyword filteringUsing desired skills and other characteristics as keywords, recruiters can run searches in popular search engines, on professional and non-professional search engines, in public or private online communities, and on other online properties. This can yield promising leads, who recruiters can contact for an informational or formal interview.Keyword filtering is also helpful when screening out applicants who have applied for a position through a web-based talent management application (either proprietary or from a third-party recruiter). Recruiting software automatically scans submitted resumes and cover letters for specific keywords, rejecting those without them, an d returning to recruiters only the candidates who fit the job description on paper.TestingMore and more, testing is used in the hiring process. Usually, pre-screened applicants are invited to take a skills test, a personality test, or both. Skills tests are used to authenticate the skills listed in one’s job application, but also can be used to test those not listed, such as soft skills. Personality tests are used to assess a candidate’s fit with the firm’s culture, as well as soft skills. Personality tests have been around for a long time, but the combination of computer-assisted testing, and data-driven approached to psychology, make these tests much more sophisticated and precise.Increasingly, both skills and personality tests are assessed against internal analyses of high performing employees. For example, an advertising firm may find success with candidates who work well in a team and possess a high degree of digital fluency, regardless of the job opening. They may in tur n offer measure all candidates for an opening against skills and personality tests they mandate during the hiring process.It is not uncommon for candidates for senior positions in all industries (and even some junior level positions in industries such as finance) to be given one or multiple, skills tests, and a personality test, during multiple interview rounds. These tests provide hiring managers with more data points, alongside the job application, the interview(s), online data, and other publicly available information, against which to measure candidates. RISKS OF USING BIG DATA FOR RECRUITINGBig Data may yield tremendous potential for recruiting, and indeed, for many firms, some big results. However, there are risks to using algorithm-driven recruiting tactics that can lead to some substantial consequences. These risks stem from overreliance on algorithm-driven recruiting. People analytics should, ideally, supplant human recruiting efforts, rather than supplant them.Incorrect fo recasting assumptionsUsing profiles developed by analyses of internal data can yield promising candidates. Nevertheless, this assumes that the analyses provide accurate insights into what it takes to perform at the firm. The best analyses have a degree of uncertainty, and employee performance standards constantly change along with the demands of the markets. Historical performance is no guarantee of future performance. Further, Big Data is notoriously messy. It is critical that you invest in either a data-driven recruiting firm or the personnel to analyze recruitment-relevant data. Your HR people, even the best intentioned, may not be able to properly analyze multiple datasets to generate actionable recruitment insights. You will need statisticians.It is also very important to understand that the models predicting candidate success are based on how strongly a particular candidate’s characteristics are correlated with the characteristics of a hypothetical high performer employed by the firm. Correlation does not imply causality, which means, in this case, that just because a candidate is identical to the hypothetical performer on all levels those data do not mean that he or she will definitely succeed. If you approach people analytics expecting to find set parameters for candidates that will always result in success, you are likely to be disappointed.Moreover, assessing candidates individually, pre-employment (and even post-hire) rarely yields insights into what said individuals can contribute to a team. For example, designing an algorithm that predicts whether an individual whose performance may be average but who may provide rousing pep talks to team members outside of work, is challenging at best.It should be noted that privacy is also a big concern, particularly when it comes to internal data gathering. Employees, using resources belonging to an employer, should expect a certain amount of data gathering. But how much is too much? At what point does data-g athering feel invasive and undermine productivity â€" the very thing the firm seeks to measure?Human beings design the recruitment algorithms so, in addition to the possibility of human error in the design and/or implementation, of the algorithms, there is the likelihood of bias, especially when it comes to less objective measures of success. People tend to associate with people like themselves. Using algorithms that use historical data to predict employee performance as hiring parameters may yield candidates who are similar to existing candidates, but neglect those who are different enough to innovate. As innovation is a key source of not just competitive advantage, but ability to adapt to market dynamics, over time, a homogenous staff may hurt your firm.Violations of equal opportunity lawsHomogenous employees may hurt your firm in ways other than reduced innovation. Recruiters must make sure that their hiring algorithms do not systematically exclude classes of protected employees. The fact that an algorithm repeatedly returned a single ethnic group or gender is not an excuse in the eyes of the U.S. Equal Employment Opportunity Commission, and other foreign counterparts. Recruiters must take pains to ensure that the algorithm takes a country’s diversity laws, both through automatic and manual review of the candidates returned by software at every stage of the interview process. Failure to do so can be time-consuming and costly in the case of either resulting civil litigation, or damage to your firm’s brand.Even entire industries are not immune from the need to vary their recruiting approaches. In August of 2014, a flurry of reports highlighted the lack of diversity in Silicon Valley. This was at least partially attributed to algorithm-driven recruiting practices.FUTURE OF HIRING AND BIG DATADespite the risks, algorithm-driven approaches to recruiting are here to stay. Big Data has accelerated the rate of advancement in machine learning. Machine learning i s the design and study of learning algorithms that, essentially, help a computer process and understand data better. As the field of machine learning advances, so too will the sophistication and accuracy of algorithm-based recruitment tools.Moreover, the cost of hiring the wrong candidate is high. Training, salary and benefits, and search related costs just scratch the surface if the new hire’s mistakes cost revenue. The potential benefit of algorithm-driven recruitment methods, in the estimation of most firms, outweighs the growing pains associated with new approaches. Moreover, algorithm-driven approaches already have worked well for a number of firms.CASE STUDY © Wikimedia commons | GoogleCase in point: Google. It is expected that a firm as data-driven as Google would be a pioneer in data-driven approaches to recruiting. Google has dedicated resources to building a hiring algorithm, which predicts a candidate’s probability for success if hired. They also developed a separate algorithm designed to backstop its initial screening of candidate resumes, which indicated that its primary algorithm had missed 1.5% percent of the time.Their dedication to research-driven approach also informed their application process. After much research, they determined that four interviews provided the maximum amount of insight. They make considerable use of behavioral interviews. Further, they employed group hiring to reduce bias dramatically in hiring decisions.Google has also developed retention algorithm, using predictive modeling methods that predict the probability of success of employees, post-hire, and applying them to the dynamic data that is reflecti ve of a growing and changing workforce. This has informed their hiring practices by allowing Google to refine the parameters of their hiring algorithm. They have also used analytics to increase the hiring of underrepresented groups, such as women.As a result, Google has been able to fill vacancies rapidly, and enjoyed both low turnover and a reputation for being very selective, enhancing its prestige as a top employer brand for years.Big Data for Recruitment | SourceIn London 2013

Character Analysis OfThe Handmaids Tale - 911 Words

The Handmaid’s Tale written by Margaret Atwood is a dystopian society, and it takes place in the Republic of Gilead. Most women here have trouble getting pregnant due to unexplained causes. Although unknown, the most likely causes are pollution and radiation. In The Handmaid’s Tale, Margaret Atwood creates Offred, The Commander Fred, and Nick through direct description, action, and reaction. Atwood assigns these indicative colors as â€Å"black, for the Commander, blue, for the Commander’s Wife, and the one assigned to [Offred], which is red† (9). Each role in this society has a different color and it adds to the characterization. Offred, the main character and narrator in The Handmaids Tale, is not described thoroughly with words. The only†¦show more content†¦Offred and all the other handmaids are oppressed by society and their watchers. If Offred were to ever revolt and have pride, she would surely be turned in to the eye, and if not, then s omething much worse would be coming for her. The Commander is given several more descriptions than Offred. Offred directly describes him as looking like â€Å"a semiretired man, genial but wary, killing time†¦midwestern bank president, with his straight neatly brushed silver hair, his sober posture, shoulders a little stooped†¦a vodka ad, in a glossy magazine, of times gone by† (Atwood 86). The way The Commander is described by Offred, he appears aged. Controversially, Offred makes The Commander out to be eager and naive in the way she says he â€Å"want[s] [her] life to be bearable to [her]† (Atwood 187). The commander acts as if what he is doing can make bearable the fact Offred’s freedoms were taken away from her. He cannot fully understand the way Offred feels about her life, because he is not living it. Atwood hints The Commander has a part in the creation of Gilead, but he is still sheltered from all of the new restrictions due to his status and gender. Offred sees nick as having â€Å"a French face, lean and whimsical, all planes and angles, with creases around the mouth where he smiles† (Atwood 18). He wears a guardians uniform, lives in the garage, and works for the Commander as a chauffeur and tends the gate. When it comes to Offred, he will take risks just

Teddy Roosevelt And The Development Of The National Parks

Teddy Roosevelt and the development of the National Parks 11/30/2014 Nicholas Wittkopp He was the youngest candidate to become president. He was the leader of the progressive movement. He was our twenty sixth president, he served from 09/14/1901 to 03/4/1909. He was a writer of thirty five books. He was New York s thirty third governor. He was a naturalist. He was a war hero in the Spanish-American War. He was a member of rough riders. He trust busted forty corporations. He made pure food and drug act, and meat inspection act. He got the government to set a side forty two million acres for wildlife reverses, and national parks. He toke over the Panama Canal project after the french gave up on the Panama Canal project, and finish the Panama Canal project. He face is on Mt. Rushmore. He was a historian and an explorer. This amazing man was the great Theodore Roosevelt, which in fact was my favorite president by far. Even at a young age Theodore Roosevelt cared about nature conservation. At the young age of eight years old Theodore Roosevelt start his own museum of natural history, when the skull of a seal washed up on the New York Harbor. Curiosity fueled the growth of the Roosevelt museum, Theodore collected any specimen in his reach, he plead to friends and family to bring him any specimens they could, and even paid other children for specimens they would get him. Being the leading naturalist of the time Theodore knew that killing unfamiliar animals wereShow MoreRelatedTaking a Look at Natioanl Parks1437 Words   |  6 Pages A national park is an area set aside by a nation’s government to protect natural beauty, wildlife, or other remarkable features. Some national parks protect entire environments like coral reefs, deserts, grasslands, mountain ranges, or rain forests. Today about 1,500 national parks protect about 1.5 million square miles. Theodore Roosevelt had a huge impac t on the national parks we know today. The three I found most interesting include The Great Smoky Mountains National Park, the SequoiaRead MoreSpeak Softly and Carry a Big Stick†. Theodore Roosevelt was a man of legacy, he truly redefined1700 Words   |  7 PagesSpeak Softly and Carry a Big Stick†. Theodore Roosevelt was a man of legacy, he truly redefined the American Nation. Teddy Roosevelt was forty-three years old when he took the office of Presidency, making him the youngest president in U.S. History. To many, he was the first modern day president. Roosevelt truly expanded the power of the presidency dramatically with his Square Deal, and Foreign Policy. Theodore Roosevelt Jr. was born on October 27, 1858 in New York City to an affluent family. DueRead MoreAnalysis Of Timothy Egan s The Big Burn Essay958 Words   |  4 Pagespay much attentions to the effects these changes were having on the land. However, President Theodor Roosevelt had his concerns for the natural lands, and decided to pursue his plan to protect American landscape. He did not want to benefit from the nations sils and minerals. He said it would threaten the â€Å"nations long term security† With such strong beliefs, Teddy Roosevelt pushed to support national forest system. At the beginning of the twentieth century there was an urge for a reform in AmericaRead MoreProgressive Era Dbq Essay1119 Words   |  5 Pagesvote, which threw of the ratio of voters and non-voters. In addition, all four candidates running for the title of President, Debs, Roosevelt, Wilson, and Taft, were all progressives, and wanted to reduce the number of trusts. This gave all voters, men or women, no incentive to vote. In the end of the election, Woodrow Wilson won, with 435 electoral votes, while Roosevelt had 88, and Taft received a mere eight. During Wilsons presidency, some women spoke out saying that Wilson was oppressing themRead MorePresident Roosevelt s President Of The United States Essay1267 Words   |  6 PagesWhen President McKinley was assassinated Vice President Theodore Roosevelt became President of the United States at the age of 43. He is the youngest president in our nation’s history. Though President Roosevelt was young with fresh ideas filled with h igh energy as you will see that even after he became president he continued to do some things he enjoyed in his life. Roosevelt while still in the presidency, he continued to box inside the White House. In one of those instances while sparing he sparedRead MoreAlaskan National Wildlife Refuge Essay750 Words   |  3 PagesAlaskan National Wildlife Refuge Everyday we put tons of pollution into the air, water and ground. Our population is growing each day and in turn urbanization is expanding. Teddy Roosevelt, being an avid outdoorsmen, knew the importance of setting land aside for posterity sake and in doing do set a trend for later presidents. When Richard Nixon set land aside in Alaska, which became the Alaskan National Wildlife Refuge (ANWR), he set it aside to be never tainted by industrialization. TodayRead MoreEleanor Roosevelt ( 1884-1962 )1861 Words   |  8 PagesEleanor Roosevelt (1884–1962), one of the most admired women in American history, acted as first lady from 1933 until 1945, longer than any other presidential spouse, and put that position on the nation’s political map. Yet, ironically, Eleanor did not want the job because she thought it would hamper her own self-development as an independent person. Through her own path-breaking efforts she transformed her role from official hostess to important spokesperson for her husband’s administration. InRead MoreTheodore Roosevelt and Meat Inspection Act Essay2137 Words   |  9 Pageslevel of government first? Local 30. List the three basic reasons for the development of corruption in the municipal governments a. Cities grew too fast for the municipal governments to provide adequate services b. Many of the immigrants lacked the knowledge or tradition of democracy c. Business leaders were tied to the political bosses 31. What form of municipal government did the National Municipal League demand? Council/Mayor 32. List three municipalRead MoreExpectations For American Presidents Vary Depending On1790 Words   |  8 PagesTheodore Roosevelt was an effective president who knew exactly what to do and when to do it so that America would grow into a more established country. Roosevelt, the 26th President of the United States, was born in New York City on October 27,1858 and was the second of four children; Theodore, Elliott Bulloch, Bamie, and Corinne. His father, Theodore Roosevelt Sr., was an intelligent businessman and philanthropist, and Roosevelt saw him as the â€Å"ideal man†. His mother, Martha Bulloch Roosevelt, wasRead MoreThe Bull Moose3345 Words   |  14 Pagespresident of the United States, looked up to him as his idol. An unfortunate turn of events left a window wide open for this outstanding man, Theodore Roosevelt, to follow his destiny and leave a lasting impact on America and its inhabitants. He was the 26th and youngest president of the United States, forever changing what it meant to be president. Roosevelt was the first truly modern president of the United States, expanding the power of presidency, using executive orders, and presidential proclamations

The Upside to Argumentative Essay Topics and Examples

The Upside to Argumentative Essay Topics and Examples Your introductory paragraph ought to be clear and concise just enjoy the example. Thus, it's important to read corresponding formatting guide. As you'll be going through the examples of the argumentative essay topics, you will observe that a particular structure is present in the majority of them. Formatting is among the steps on the best way to your preferred grade. There are lots of aspects about a sport that may be argued in an essay. If you're new to writing argumentative essays, there are a couple of important factors which you can learn that could help you compose a superior argumentative essay. The very best idea is to pick essay topics that genuinely matter to you. Recent argumentative essay topics that are related to society is going to do. An argumentative essay requires you to choose a topic and have a position on it. It is a particular type of academic writing. Every argumentative essay should depend on a topic that may be debated. Choosing Good Argumentative Essay Topics and Examples Remember you may make funny argumentative essays if you do a few things. Your readers want to observe the entire picture, and that's what you should concentrate on. It is very important to get started with demonstrating the principal idea of the entire piece so you and your readers are going to be on the exact page. In instances when you get to pick the topic for an argumentative essay, you need to be wise and locate a title that will intrigue a reader. It is impossible to produce a true friend online. For instance, you can write about something that personally affects you or somebody you know. The first thing you're likely to have to do is to pick a topic that has more than one clear side. When you're picking your topic, remember that it's much simpler to write about something which you currently have interest ineven in case you don't know a great deal about it. What's Actually Happening with Argumentative Essay Topics and Examples When it has to do with writing an argumentative essay, the main matter to do is to select a topic and an argument you can really get behind. You first have to choose a good topic with an argument, credible information to back up your viewpoint, a good stance on your side, and a superb counter-argument to assist you sound less biased. You'll wind up lost without having the capability to make an argument and develop it correctly. Many people have the inclination to compose weak arguments since the y don't know how to compose a compelling argument. The Hidden Truth on Argumentative Essay Topics and Examples Remember an argumentative essay is based more on facts rather than emotion. Argumentative essay topics are so important since they are debatableand it's critical to at all times be critically contemplating the world around us. The ideal thing about an argumentative essay which contains social issues is that you could describe your own personal experience on the case of the real-life case. In reality, all of the argumentative essays follow one of the five common models which may help you with the building of the principal essay question and how you support your claims. The Birth of Argumentative Essay Topics and Examples You may continue to keep your argumentative essays for your upcoming job portfolio in case they're highly graded. Our writers use their abilities and abilities to meet the requirements and necessities of our customers. Simply, you ought to endeavor to make them interested in furthering their discussion by themselves even once they are finished with the reading the writing. The dearth of great support sources will end in a decrease grade. Argumentative essay is about arguing and debating on a subject, which is debatable. You are able to pick topics from several lists of ready themes. Popular topics are simpler to write about since there are a lot of sources to strengthen your statement, but from a reader's point of view, a favorite essay topic isn't exactly beneficial. You don't need to find super technical with legal argumentative essays, but don't forget to do your homework on what the recent laws about your preferred topic actually say. Even whenever you're stating your perspective, make sure you do not come off as biased. Around the world, immigration is a popular topic as countries suffer from war and financial disasters. You will have to back up your viewpoint with well-researched facts and data also. The Supreme Approach for Argumentative Essay Topics and Examples Argumentative writings is a particular sort of a paper. Your essay should consist of recent statistics and data from reliable sources. Without regard to the quantity or kind of research involved, argumentative essays must set a very clear thesis and follow sound reasoning. Generally, the argumentative essay has the identical outline as nearly all classic papers.