PRINCIPLES OF DATA QUALITY Arthur D. Chapman1 Although most data gathering disciples treat error as an embarrassing issue to be expunged‚ the error inherent in [spatial] data deserves closer attention and public understanding …because error provides a critical component in judging fitness for use. (Chrisman 1991). Australian Biodiversity Information Services PO Box 7491‚ Toowoomba South‚ Qld‚ Australia email: papers.digit@gbif.org 1 © 2005‚ Global Biodiversity Information Facility Material
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Jaquetta Epperson Conflict Resolution 10 Concepts in Chapters 2‚ 3‚ & 4 Conflict Frames: A frame is a cognitive structure based on previous experience‚ which guides our interpretation of an interaction or event. Frames helps the parties understand and interpret what the conflict is about‚ what is going on; and what should be done about it. Six dimensions of conflict frames have been identified. (Instrumentality‚ Other Assessment‚ Affect‚ Face‚ Affiliation and Distributiveness) These six
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Gender Male 27 60% Female 18 40% Occupation Service 5 11% Business 2 4% Professional 2 4% Student 36 80% Annual Family Income < 2.5lacs 13 29% 2.5 lacs - 5lacs 18 40% 5 - 8 lacs 10 22% 8 lacs & above 4 9% Do you own a car ? Yes 26 58% No 19 42% Which car do you own or you would like to own ? Maruti 12 27% Honda 10 22% Ford 3 7% Toyota 3 7% Hyundai 10 22% Other 7 16% Maruti [Do you recall any news about the following companies
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Approaches to the Analysis of Survey Data March 2001 The University of Reading Statistical Services Centre Biometrics Advisory and Support Service to DFID © 2001 Statistical Services Centre‚ The University of Reading‚ UK Contents 1. Preparing for the Analysis 5 1.1 Introduction 5 1.2 Data Types 6 1.3 Data Structure 7 1.4 Stages of Analysis 9 1.5 Population Description as the Major Objective 11 1.6 Comparison as the Major Objective
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CPA. It would command respect. People will look up to me as a higher level of authority. And I would have better chances of finding a good job. I absorbed all these great perceptions into my inner being in order to achieve my ultimate goal. 2) The Reward System How would you feel if you’ve entered a contest‚ but there are no prizes for the winners? It’s not very encouraging‚ isn’t it? The same principles apply to your vision. Reward yourself after accomplishing a goal. Set a particular
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Need and Approach 2 Analyze Information Environment 3 Assess Data Quality and data quality. The steps are shown in the figure and described in the box. 5 Identify Root Causes 6 Develop Improvement Plans 4 Assess Business Impact 7 Prevent Future Data Errors 9 Implement Controls 8 Correct Current Data Errors 10 Communicate Actions and Results The Ten Steps Process—Assessing‚ Improving‚ and Creating Information and Data Quality 1. Define Business
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changed‚ even in the face of remarkably changed situations. Customer satisfaction on the other hand is immensely fickle‚ and can change dramatically‚ even with the slightest of changes in situations. Loyalty is the willingness to make an investment. 2. What is Consumer Benefit Package? Why is it important in understanding satisfaction and loyalty? Consumer Benefit Package is the total package of products and services that a business offers with the price. Loyalty is one of the most important indicators
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members. Carell sent out a survey in August of 2012 to the 20 employees and they responded as follows: Some team members complained that others did not buy into the team concept and were "free riding" (Snell & Bohlander‚ 2013‚ p. 470). Some felt their team ’s goals were hindered by being assigned difficult regions. There was bickering and no synergy. Felt the incentive rewards program was unfair. Team-Based Incentives: Not Your Usual Office Do results from the survey illustrate typical complaints
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“Case: Tianjin Plastics” Vrije Universiteit Amsterdam Course Advanced Corporate Finance Students Fatin Azear Jos Kusters Maaike van der Steen Case: Tianjin Plastics This assignment considers the case of Tianjin Plastics. Pat Johnson‚ project finance analyst for Maple Energy (U.S.-based international power plant developer)‚ has to make a recommendation regarding the financial viability of the Tianjin Plastics power plant project in China. The recommendation would require a final evaluation of
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Discuss Data Quality Management (DQM) in your post and include the following: What are the 10 characteristics of data quality? Select three of the 10 characteristics and provide an in-depth analysis. As a HIM professional data quality is very crucial within the health care industry. The HIM professional must provide accuracy when collecting patient data. Data Quality Management (DQM) is defined as the business processes that ensure the integrity of an organization’s data during collection‚ application
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