Wednesday, October 23, 2019

How to Write a Research Paper Essay

â€Å"This should be sent to a journal† â€Å"Very good work, but I’m not sure why Alan Bundy hasn’t written this? † Anonymous review: â€Å"Clearly the author fails to understands Walsh’s previous work on this topic† †¢ 1st Lesson †¢ Don’t lose heart †¢ Even if you do everything right, reviewing is imperfect Good papers will be rejected But try to learn from your knock-backs! †¢ †¢ Why you? †¢ Academic career †¢ Publish or perish †¢ Have an impact †¢ †¢ Communicate your results Many have not had the impact they deserve for being bad writers †¢ Writing is fun! Outline †¢ How to get your paper rejected †¢ There are many traps even experienced researchers make Myself very much included †¢ †¢ Hints about how to write a paper †¢ Writing is a craft not a science! How to be rejected †¢ Submit over-length †¢ Blind man: send in 7 pages even though the instructions clearly say 5 Once they see quality of work, they’ll be pleased you sent in more material †¢ How to be rejected Submit over-length †¢ †¢ Diplomatic immunity: put extra 2 pages in appendix Appendices clearly don’t count Similarly, bibliography doesn’t count †¢ †¢ How to be rejected †¢ Submit over-length †¢ LaTeX hacker: †¢ †¢ †¢ change from 11 to 9 point font squeeze inter-line space †¦ †¢ No one will ever notice How to be rejected †¢ Submit late †¢ †¢ †¢ Deadlines are meant for everyone else Review schedules have plenty of slack Your paper is worth the wait! How to be rejected †¢ You don’t have room for space wasters like: †¢ Motivation, Background, Related work †¢ Why do review forms always have these on them anyway? How to be rejected †¢ Annoy reader/reviewer †¢ †¢ †¢ †¢ Proof is trivial, when it isn’t Prove the trivial Fail to cite their work Only cite yourself How to be rejected †¢ Annoy reader/reviewer †¢ Don’t bother to spell check †¢ What do computers know about spelling anyway? †¢ Use all the old cliches †¢ â€Å"There has been a lot of interest recently in global constraints. † How to be rejected †¢ Annoy reader/reviewer †¢ Be pompous, boring, †¦ †¢ This is science not literature guys, who said it should be fun? †¢ Be overly formal †¢ Theorems and formulas add weight How to be rejected †¢ Annoy reader/reviewer †¢ Make them really work †¢ After all, these are dif? cult concepts and it took you some time †¦ †¢ Ignore reviews †¢ Just keep sending paper in, eventually it will be accepted How to write a paper †¢ Hints about how to write †¢ †¢ †¢ Preparation Writing itself Ethics Preparation †¢ Read, read, read! †¢ To learn how to write, read a lot †¢ I spend over 20% of my time reading †¢ 1 day/week in library Read, Read, Read †¢ Related literature †¢ †¢ †¢ So you can cite it So you don’t re-invent wheels So you know what others think are important research questions Read, Read, Read †¢ Other conference/journal papers where you intend to publish †¢ †¢ So you learn the â€Å"house† style So you can place your work within the bigger picture So you learn how to ask good questions †¢ Read, Read, Read †¢ Any sort of literature †¢ Magazines, novels, biographies, †¦ †¢ Writing is a skill, learn from others †¢ I read approx one novel/week as a way of trying to learn how to write And I have the luxury of writing in my own language! †¢ Review, Review, Review †¢ Review as much as you can †¢ †¢ †¢ So you see good/bad writing So you see the newest results (but see ethics) So you ask yourself good questions †¢ What is the contribution here? What are the weaknesses? †¦ Write, Write, Write †¢ The best preparation to writing is to write †¢ †¢ Writing gets easier the more you do it Writing is easier if you’ve drafted much of what you already need Writing is the best way to organize your thoughts Writing is a good way to record what you have done. †¢ †¢ Writing †¢ Work out the timetable †¢ †¢ †¢ Rushed papers frequently rejected Late papers are almost always rejected If you always write to deadlines, writing will seem more painful than it is Writing †¢ Work out the message †¢ You should be able to convey this in one sentence †¢ â€Å"We propose a new global constraint, provide a ? ltering algorithm and show it useful on some standard benchmarks† Writing †¢ Work out the message †¢ You should be able to convey this in one sentence †¢ â€Å"We identify an important class of symmetry, and show how to break it† †¢ Write to the message! Writing †¢ Distribute the work †¢ †¢ Play to your strengths If you have a native speaker, have them write intro/conclusion †¦ †¢ Write to length †¢ Brutally cut papers are frequently rejected Writing †¢ †¢ Structure paper before you write it I write template for paper with sections and subsection headings ? rst †¢ Intro, Background, Theoretical results, Empirical results, Related work, Conclusions Writing †¢ †¢ Start where you are most happy Often write from the middle outwards †¢ Theoretical results, Experiments, †¦ , Conclusions, Introduction, Abstract Writing †¢ †¢ Rule of Three Say everything 3 times! †¢ †¢ †¢ Introduce idea (introduction) Develop idea (body of paper) Summarize result (conclusions) †¢ But don’t copy verbatim the same text! Title †¢ Make it meaningful and brief †¢ †¢ Don’t make a joke Remember someone reading reference needs to be able to work out likely contents Good: the TSP phase transition Bad: Easy Problems are sometimes Hard †¢ †¢ Abstract †¢ Executive summary †¢ Try for one sentence or so on: †¢ †¢ †¢ †¢ Motivation Method Key result Conclusions Introduction †¢ †¢ †¢ †¢ What is the problem? Why is it interesting? What are your contributions? What is the outline of what you will show? Introduction †¢ Lure the reader in a with a good ? rst sentence †¢ Bad: There has been a lot of work recently on phase transition behaviour†¦ Good: Global constraints are central to the success of constraint programming†¦ †¢ Background †¢ Often need to set scene †¢ †¢ †¢ De? ne formalism Get reader up to speed Identify research problem Body of Paper †¢ †¢ †¢ †¢ Derive theoretical results Propose new algorithm Describe system engineered †¦ Results †¢ Bullet proof paper †¢ Theoretical results †¢ Experiments only provide a limited view †¢ Experimental results †¢ Theory doesn’t show if results are useful in practice. Related work †¢ Has many purposes †¢ †¢ †¢ You give proper credit to prior work You are not re-inventing wheel You can compare what you do with what has been done before Conclusions †¢ †¢ Remind reader of what you have done Place work in wider context †¢ â€Å"What general lessons might be learnt from this study? † †¢ Flag all the exciting open research directions Acknowledgements †¢ Thank all who have helped you †¢ Provided code, data sets, †¦ †¢ Thank ? nancial sponsors Writing †¢ Keep it simple! †¢ †¢ †¢ †¢ Active, not passive Present, not past or future Long words Short sentences Writing †¢ Avoid temptation to include every result you have †¢ †¢ †¢ Paper needs to be coherent Paper needs to be understandable Many papers are rejected for having too many results! Ethics of Writing †¢ †¢ †¢ †¢ Authorship Citation Submission Publication Authorship †¢ Who should be an author? †¢ Anyone who has made a signi? cant contribution May not have written any text! Always err on the side of caution †¢ †¢ Authorship †¢ Who should be an author? †¢ †¢ †¢ Ask! You’ll be surprised how often people refuse You can be sure they’ll not work with you again if they feel they should be Authorship †¢ Should my advisor be an author? †¢ †¢ †¢ In ? rst few years of thesis, probably yes .. Once you graduate, you should (be able to) write papers on your own Again, ask! †¢ Citation †¢ Cite all relevant work †¢ †¢ †¢ Reviews always ask about Related Work You’ll want them to cite you It’s central to the scienti? c method †¢ We stand on the shoulders of others Citation †¢ Do I cite myself for a blind review? †¢ †¢ †¢ Yes! You must credit all previous work Either cite [Author, 2004] Or write â€Å"As Walsh has shown previously [Walsh 2004] †¦ † Submission †¢ Can I submit to multiple conferences? †¢ What’s the deal with the disclaimer (†This paper is not under review ..†)? †¢ Can I submit to a journal immediately? †¢ †¢ No hard and fast rules My rule, once reviews are back and paper is effectively in press †¦ Publication †¢ Can I publish my conference paper as it is in a journal? †¢ Probably not, even though conference is not archival Most journals ask you to extend conference paper substantially †¢ †¢ Proofs, more experiments, †¦ Final words †¢ It takes time to learn how to write †¢ Don’t be put off if at ? rst your have papers rejected All of us have papers rejected †¢ †¢ Spend time learning how to write †¢ It will be worth the investment.

Tuesday, October 22, 2019

Westjet Case Anaysis Essays

Westjet Case Anaysis Essays Westjet Case Anaysis Essay Westjet Case Anaysis Essay Jet Airlines is a Calgary-based discount airline founded in 1996. Starting with only three aircrafts in 1996, the company is now â€Å"Canada’s leading high-value low-fare airline. † The management of WestJet Airlines assumes that the success of the business is anchored in the culture of the corporation and the welcoming service provided to its customers. Beddoe, the president and the CEO of WestJet, is proud of the airlines performance and the customer service it offers. He believes that the corporate culture was the key to success and the company’s attainment. WestJet’s culture is very entertaining, hassle-free, unperturbed, and relaxed. The ratings of the customer satisfaction are higher than those of the other airlines. Top management trusts and values its employees. It is assumed that having content, cheerful personnel results in a first-rate customer service. WestJet is a company that is managed â€Å"from the bottom up. † As Beddoe states, â€Å"We set some standards and expectations, but don’t interfere in how our people do their jobs. Due to the fact that the employees and the management work as a crew, WestJet management saves money on hiring additional human resources. There is no need for supervisors because the employees supervise themselves and work together towards the organization’s goal. The corporation culture is what led WestJet to their â€Å"victory. † With the success, the company came to a decision about expanding its market. With the development strategy, the risk of the culture of the company being vanished draws closer. This is the foremost problem that WestJet might face. In view of the fact that culture is what made the company successful, with it being misplaced, it would be hard for WestJet to accomplish their purpose – customer satisfaction. The involvement culture of WestJet helped it in achieving high employee performance, increasing revenue, and escalating customer service satisfaction. WestJet’s culture is based on trust and respect among all employees. Everyone is treated equally, without exceptions, regardless of the function they perform in the company. The work atmosphere is fun and enjoyable. The culture is the source of the management and the workers happiness, contentment, and what is most important the guests satisfaction. Nevertheless, what brought success to the company, may become a threat when it does not meet the employee needs. With a greater expansion, the management of WestJet would have to hire significantly more people in order to operate the company efficiently and effectively. Some people, like the example of Steve Smith, may be used to different managing style and might find it difficult or impossible to adapt to a new culture. Given that the culture is a main source of WestJet’s success, the weakening of the employees’ performance would benefit other airlines competing with WestJet. Fast expansion indicates less time for new workers to adjust to the corporation values and beliefs. This creates a problem. In order to improve the situation, WestJet would have to get to the bottom of it and implement a reasonable solution. Top management would have to decide whether it should expand the airline or not. One of the alternatives could be offering instruction and coaching the newly hired personnel. Beddoe asserts that their culture is new and hiring people who have no past experience with the airline industry is the preeminent option. While being unfamiliar with what to expect, it is easier for a prospective employee to adapt to the corporate culture and become an efficient member of the workforce. WestJet Airlines already provide coaching to their employees so they would become aware of the consequences of decisions they make. Furthermore, when precedents take place, supplementary training was supplied. Therefore, in order to sustain the corporate culture, while expand the industry, it is important that WestJet Airlines continues making additional training and coaching available to their newly hired staff members. A drawback of this alternative might be the waste of the organization’s time and money. The potential employees may seem to perfectly fit the culture of the company but then after being hired they might decide that this is not the kind of job they want to perform. This would be a sunk cost to WestJet. In addition to that, WestJet Airlines could implement a hiring process through which they could verify if a particular individual is well suited for a specific job. WestJet already endows with a special employment process using practical job previews, job simulations, and behavioral interviews for which the prospective employees cannot prepare due to the fact that such interviews test whether the person is presentable and what characteristics of his or her behavior would benefit and satisfy the needs of the company. While hiring more people needed for a fast growing industry, it is recommended that WestJet pays additional attention to the process of employing. Defining whether an individual is a perfect fit for the company determines the future success of the corporation. This option however has a drawback; during a job simulation people might act different than while performing their job due to additional stress and pressure that arises in demanding situations that come with performing specific job duties. Another alternative would be stopping or slowing the expansion down. Keeping the same size of the company would prevent the culture from being petered out. Nonetheless, different problems might arise, such as higher competition. Other airlines that base their success on various aspects other than culture grow constantly gaining a higher market share. Expansion would bring them higher profits that would allow the airlines offer their customers unbeatable ticket prices, loyalty programs, and other numerous deals. Moreover, without implementing the expansion plan, WestJet would not be able to gain higher revenues. Therefore, the corporation would remain in the same position it is now while losing the market share. With time, the WestJet’s guests might switch to their competitors who would offer them better deals and wider travel destination selection. Taking into consideration the alternatives I proposed, the one that would benefit WestJet the most would be offering coaching and training to new employees. It is a great opportunity for both the company and the employees to have a â€Å"fresh start. † No previous experience, no particular habits and tendencies would make it possible for the new staff members to adjust to the corporate culture faster and easier. Obtaining the most qualified individuals with special mannerism and attributes that meet the required criteria for a position at WestJet should be an imperative part of the hiring process. Picking the right employees would guarantee the WestJet’s culture to continue. The employees and the top management would be happy and that would provide a superior communication process. Great communication process means no missed opportunities, faster and efficient issue solving procedure, and leading the company effectively towards its main goal – customer satisfaction. All things considered, WestJet is a very successful company that has a potential to keep growing yet bigger and enhancing its accomplishment. In order to reach to company’s objective, they need to sustain the most important factor leading to its success – happy employees and happy guests. This can only be achieved if the business protracts its corporate culture. With the purpose of doing so, it is recommended that WestJet implements the training and coaching strategy when hiring new staff members and makes sure that the individuals the hire fit the company’s beliefs and values. As soon as they reach that goal, the process of expansion should not have any effect on the success of the company.

Monday, October 21, 2019

prevention is better than cure Essay Example

prevention is better than cure Essay Example prevention is better than cure Essay prevention is better than cure Essay Essay : Prevention is better tnan cure is a wise saying which han comedown to us since ages. It holds true for ever. The wisdom of the saying lies in the fact that a little effort in the early phan of a problem helps to solve it before it becomes too difficult to be solved. This principle is always observed by wise people to succeed in life. Those who do not observe this principle usually suffer even if they are intelligent and hard- working. Observance of this principle becomes a part of ones nature ; indifference to his principle also becomes a bad habit leading to uneasy consequences. If one sees symptoms of a disease, it is advisible to immediately go to the doctor, get it diagnosed and follow the treatment. Any negligence at the earlier stages of a disease leads to complications and deterioration. Going to the doctor at a late stage will not only mean more expense but may also endanger the life of the person. Prevention is, therefore, better than cure. Unclean state of affairs in ones household can lead to any diseases. The members of ones family can catch malaria or any other disease owing to the mosquitoes that multiply in an unclean place. Stagnant water, dirty latrines, unclean floors and dirty and stale food, over-ripe fruits and the like can cause so many diseases whose cure will cost a lot of botheration and money. It is better to remove all these unclean habits and prevent the occurrence of the disease. Prevention is better than cure again. If one is a student, it is better to study regularly. If one ignores ones lessons in the early stages so as to work hard during the examination days, one is in for trouble. Ones early carelessness can cost one success in the examination. One should study tile lessons regularly in keeping with the requirements of the class, under instructions of the teacher, if one wants to fare well in the examination. One should prevent failure than face the failure and try hard to overcome it. One may have to hire a costly tutor or lose ones health†physical and mental†to recoup the lost time. Prevention is better than cure again. The principle also holds good in the matter of building good habits. If a person wants to develop good habits? » he must lay a sound foundation for them. To keep to the morals and principles of good character, it is desirable to avoid bad habits of drinking, smoking, etc. Once one starts on the wrong lines, there is no end to the dirty ways. It is always better to avoid dirty habits from early childhood. We should nip the evil in the bud from the very beginning. prevention is better than cure By vikigaJraJ

Sunday, October 20, 2019

Verbing - The Process of Turning Nouns Into Verbs

Verbing - The Process of Turning Nouns Into Verbs In a single work day, we might head a task force, eye an opportunity, nose around for good ideas, mouth a greeting, elbow an opponent, strong-arm a colleague, shoulder the blame, stomach a loss, and finally, perhaps,  hand in our resignation. What were doing with all those body parts is called verbingusing nouns (or occasionally other parts of speech) as verbs. Verbing is a time-honored way of coining new words out of old ones, the etymological process of conversion (or functional shifting). Sometimes its also a kind of wordplay (anthimeria), as in Shakespeares King Richard the Second when the Duke of York says, Grace me no grace, and uncle me no uncles. Does Verbing Weird Language? Calvin and Hobbes once discussed verbing in Bill Wattersons great comic strip: Calvin: I like to verb words.​Hobbes: What?Calvin: I take nouns and adjectives and use them as verbs. Remember when access was a thing? Now its something you do. It got verbed. . . . Verbing weirds language.Hobbes: Maybe we can eventually make language a complete impediment to understanding. Echoing Hobbes, countless language mavens have decried the practice of verbinga filthy habit according to an editorial in Britains Guardian newspaper 20 years ago: Let us now resolve to bury . . . a practice which, in the closing months of the year, seemed increasingly to be defacing the English language: the pressing of decent defenceless nouns, which have gone about their business for centuries without giving the mildest offence or provocation, into service as verbs, sometimes in their original form but quite often after a process of horrible mutilation. Evidence of mutilated neologisms at that time included gift, diary, fax, fixture, message, example, and a doughnut   all functioning as verbs. Even the affable Richard Lederer has expressed impatience (or was he impatiented?) with verbing: We ought to accept new words that add color or vigor, but lets short-shrift the ones that dont. Wed like to guilt some writers and speakers into the habit of using words better instead of creating mutants the language doesnt need.(Richard Lederer and Richard Downs, The Write Way: The S.P.E.L.L. Guide to Real-Life Writing. Simon and Schuster, 1995) Love em or loathe em, a number of nouns have recently verbed their way into our conversations and dictionaries, including to contact, to impact, to access, to party, to author, to transition, to privilege, and to workshop. Verbing Makes English English New forms of wordsas well as new uses for old wordstake some getting used to. But the truth is, if those forms and uses stick around for awhile, we do get used to them. Psychologist Steven Pinker estimates that up to a fifth of English verbs are derived from nounsincluding such ancient verbs as rain, snow, and thunder along with more recent converts like oil, pressure, referee, bottle, debut, audition, highlight, diagnose, critique, email, and mastermind. In fact, Pinker reminds us, easy conversion of nouns to verbs has been part of English grammar for centuries; it is one of the processes that make English English (The Language Instinct, 1994). For your amusement or annoyance, lets close (a 13th-century verb that became a noun a century later) with a few contemporary specimens of verbing: When the smart guys started this business of securitizing things that didnt even exist in the first place, who was running the firms they worked for?(quoted by Calvin Trillin in Wall Street Smarts. The New York Times, October 13, 2009)We talked about the project. We dialoguedpassionately yet civillyremembering our earlier discussions about the need for all of us to practice active listening, agree to disagree, . . . using I think and I feel statements, solicit others opinions, and practice the Platinum Rule of treating others how they want to be treated. We dialogued and dialogued.(Christine M. Cress et al., Learning Through Serving: A Student Guidebook for Service-Learning Across the Disciplines. Stylus Publishing, 2005)It takes a certain kind of teacher to turn a teenage student who regularly truanted PE lessons into a county athlete in a matter of months.(Liz Ford, New Teachers and Old, Excelling All Round. The Guardian, July 3, 2007)For sports lovers, you can try to get a bat or a golf club personally signatured by one of their favorite sportspersons, which is bound to be a real treat.(Exotic Christmas Gift Ideas at the website Christmas Gifts Guide, 2009) An amateur baseball powerhouse, Cuba joined the tournament in 1939 and immediately beat Nicaragua for the title. Since then, it has won 25 titles in 37 tournaments and has medaled 29 times.(Benjamin Hoffman, U.S. in Contention at 2009 Baseball World Cup. The New York Times, September 19, 2009) In 10 or 20 years well revisit these upstart verbs to see how many have gained full admittance to the language.

Saturday, October 19, 2019

Economic Growth in Russia after the Collapse of the Soviet Union Essay

Economic Growth in Russia after the Collapse of the Soviet Union - Essay Example Russia’s economic performance â€Å"after the fall† has been negatively described by many including members of the United States Congress. But in 2003, President Bush praised Russian President Putin over his democratic ideals in ruling present-day Russia. Let us examine first how Russia encountered those challenges in the early years after the fall of the Soviet Union. Russia first experienced currency devaluation due to large deficit. The newly-independent states (NIS) experienced a dramatic drop in the Gross Domestic Product by more than 40% for the period 1990 to 1995 (qtd. in Mondal 140). This situation led to numerous reforms in the economy, particularly the reconfiguration of the public finances. The international community helped to provide economic reform and infuse foreign aid. This led to an improved GDP. At the start, Russia had to depend on foreign capital to sustain economic growth because of internal factors like slow revenue collection and excessive state expenditures. The government was also encountering low savings rates and Russian banks refused to provide finance for domestic investment. Research on the Russian economy found that the legal system was â€Å"an obstacle to foreign investment† and there was no proper legal regulatory framework to provide efficient foreign trade arrangements. Other factors considered obstacle were spot-market and hierarchical transactions which are common in low-performance economies. The strategy of liberalization and internationalization changed the configuration of demand, price signals and transaction costs because of Russia’s â€Å"large territorial distances and fragmented economic space† even if Russia has rich natural resources and human capital. ... nalization changed the configuration of demand, price signals and transaction costs because of Russia’s â€Å"large territorial distances and fragmented economic space† (qtd. in Kirkow 80) even if Russia has rich natural resources and human capital. Liberalization and new foreign trade arrangements were faced with bureaucratic encroachment by means of export and import tariffs and quotas as these were opposed by resource-based industries (in metallurgy, oil, etc.) and â€Å"crony legal entities.† There were also external factors like export restrictions imposed by EU regulations and international cartels (Kirkow 81). These factors impeded the flow of foreign capital, technology and technological knowledge, and prevented the creation of new jobs and industries. Two industrial sectors supposed to attract FDI in Russia in 1993-1994 were not considered labor-intensive, and manpower was not a major FDI magnet. Moreover, there was a linking of the traditional and new a pproaches since the Russian government had â€Å"active state participation† over matters relating to Russian exports. This policy applied to what the government called â€Å"strategic resources,† such as military hardware, natural gas and precious metals. There were also export restrictions conducted by the government, like issuance of export licenses and quotas, taxes, the limitation of export producers, the monopoly of FTOs in acquiring export products on the domestic market and the policy to remit a portion of the hard currency revenues to the government (Kirkow 82). State-owned banks set up during the Soviet era and still operating abroad continued to provide state control and coordination of foreign trade. These banks were set up to provide credits for Russian firms at lower than domestic interest rates and

Emerging Market Firms Investing in Each Other's Home Essay

Emerging Market Firms Investing in Each Other's Home - Essay Example This paper illustrates that maintaining circulation of finances among countries with emerging markets becomes more beneficial to the countries that these locked out from the game. These emerging markets come about as a result of an increase in population and advent of technology, an attempt to pull up the economy by developing nations call for resources. These need for resource create the emerging markets. Developing countries with emerging markets firms tend to invest in each other home with the reason of being cautious about the situation of the local economy in the prescience of foreign firms from the developed world. Sauvant argues that developed nations make efforts towards attracting developing nations into signing business deals. Developing nations with emerging markets are always wary of multinational companies which may pose a risk of extinction to the local firms. More benefits may be realized when emerging markets are exploited by countries with the similar situation so as to have positive development at a relatively similar pace. Development of multinational enterprises will tend to follow the same procedure of having emerging markets as a preference. Most investors would prefer to make multinational deals with nations that have the potential of emerging markets. Operating at the relatively same level of financial ability becomes the driving force. The establishment of enterprises in other countries will follow the emergence of markets for the products which would come from either side. Prospects of emerging fields becoming the new battleground may be realized. For this reason, the impact is always felt on trading partners regionally and in countries which are distantly positioned. For this reason, there has been a record of an increasing number of countries receiving a pull into the economic orbit. According to Kathleen, emerging markets and its leaders sought to create second tiers with a massive flow of investment realizations. Scramble for resou rces creates more pressure hence expectations are made on the first mover longer steps over the emerging heroes. The competition will be realized among emerging markets in regions such as the Middle East and Africa through their government.

Friday, October 18, 2019

Police Corruption Essay Example | Topics and Well Written Essays - 1250 words

Police Corruption - Essay Example As compared to yesterday years, police corruption might have decreased but it has never left the system or the people responsible to operate the system have failed to erase its mark. Corruption conducted by police men ends up disrupting the entire system, corruption leads to lack of fair dealing, it ends up offending other individual’s moral and ethical values, individuals indulged in corruption end up committing immoral behavior, the benchmark gets distorted and it even acts against the moral standards of others operating in the policing system. The cost of corruption is very high and this increases the liability on the shoulders of the individuals of the policing system. Police corruption leads to the end of a positive relationship between the officials and the public. Discussion According to Carter and Baker, misconduct conducted by policing officials is of four types, these include: corruption, misbehavior, work-related deviance and deviance. Police corruption is not only conducted by the top officials, it is even found in the roots of the system which includes the lower ranks of the department. Officials throughout the hierarchy of policing system have been held responsible for conducting corruption and activities that can be counted as criminal in nature. The managerial levels of policing system are even corrupt and that is due to the special privileges that these officials have due to their positions. It is very hard to identify corruption conducted by managers in policing systems as these managers are in full control of all the activities conducted by the entire system. Theorists have divided corruption conducted by police managers into four types, which include: behaviors that are against the rules of the policing system, behaviors that are counted as negligent, behaviors that are recognized as wrong by policing system rules and these behaviors are conducted intentionally and lastly corruption is caused when managers fail to perform expected dut ies. The main concern of researchers is that why do police officials conduct corruption. Police corruption refers to all those illegal police activities conducted by police officials who exist in different positions of the hierarchy of the police system. In other words, police corruption is witnessed when an official working in the police department uses his position authority to gain material benefits. An act conducted by police officials is confirmed as an corrupt act when that behavior is recognized unlawful, the behavior results in wrongful use of position power and the behavior is conducted for any material gain. Activities such as stealing department assets, protecting criminals, and taking a bribe are considered as corrupt if the police official is on duty and conducting these activities. Police corruption takes place on individual as well as organizational level. Individual corruption takes place one only one official is involved in corrupt activities and organizational corr uption takes place when the entire system or department is conducting corrupt activities. Different theorists have defined police corruption in different ways, certain theorists define it as an act conducted by official for monetary benefits,