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
Premium Data management
Basic Business Statistics 11th Edition Chapter 1 Introduction and Data Collection Basic Business Statistics‚ 11e © 2009 Prentice-Hall‚ Inc. Chap 1-1 Learning Objectives In this chapter you learn: How Statistics is used in business The sources of data used in business The types of data used in business The basics of Microsoft Excel The basics of Minitab Basic Business Statistics‚ 11e © 2009 Prentice-Hall‚ Inc.. Chap 1-2 Why Learn Statistics? So you are
Premium Level of measurement Statistics
Data Collection Methods OBSERVATIONS Observation is a primary method of collecting data by human‚ mechanical‚ electrical or electronics means with direct or indirect contact. As per Langley P‚ “Observations involve looking and listening very carefully. We all watch other people sometimes but we do not usually watch them in order to discover particular information about their behavior. This is what observation in social science involves.” Observation is the main source of information in the
Premium Observation Data collection Interview
Introduction This report will give an overview of the aim behind collecting data‚ types of data collected‚ methods used and how the collection of the data supports the department’s practices. It will also give a brief outlook on the importance of legislation in recording‚ storing and accessing data. Why Organisations Need to Collect Data * To satisfy legal requirement: every few months there is some request from the government sector to gather‚ maintain and reports lots of information back
Premium Human rights Law Data Protection Act 1998
Managing Quality Improvement August 10‚ 2013 Abstract The main purpose of managing quality improvements is to set up a structure by which to measure how the organization is doing out in the public sector. We need a process in place that will drive our improvement efforts when less than optimal results are identified through undesirable trends and benchmarking. They need to be measurable and be the same for all patients in the survey area. This data will assist us in developing the
Premium Management
the researcher used Quantitative data collection methods. Using qualitative data collection method‚ it rely on random sampling and structured data collection instruments that fit diverse experiences into predetermined response categories. They produce results that are easy to summarize‚ compare‚ and generalize. Quantitative research is concerned with testing hypotheses derived from theory and/or being able to estimate the size of a phenomenon of interest. Depending on the research question‚ participants
Premium Data analysis Analysis of variance Statistics
of the various forms of organization; 4. Discuss the social and ethical issues in financial reporting; 5. Prepare financial statements in a form suitable for publication‚ using disclosure requirements and relevant legislation. Data collection and analysis The data accumulated was done through the mediums of both primary sources and secondary sources. A primary source is an original object or document - the raw material or first-hand information. They include the distribution of questionnaires
Premium Education Learning Educational psychology
in-depth research of the target market in order to provide a deep understanding of the marketplace and its consumers. Research question: Will the product be able to capture the consumption of tea in the Dutch market? SECONDARY DATA COLLECTION DEMOGRAPHIC AGE DISTRIBUTION DATA Population The Hague to surpass the 500 thousand mark in September The population of The Hague is anticipated to surpass the 500 thousand mark in September this year‚ having grown by nearly 60 thousand since the turn of the
Premium Tea Netherlands
Quality Improvement Organizations (QIO) Lacretia DuVal HCS 310 June 24‚ 2010 Susan Miedzianowski Quality Improvement Organization’s are private‚ most of the time‚ not-for-profit organizations‚ which staff consists of professionals. This staff consists of doctors and other health care professionals‚ who are trained to review medical care and help beneficiaries with complaints about or problems with the quality of care and to implement improvements
Premium Health care Medicine Physician
Business Research Methods‚ Part Three For Jose Cuervo to stay ahead of the game‚ qualitative and quantitative data must be collected to develop the new tequila line and stay ahead of the competition. Collecting quantitative data on the tequila is relatively easy‚ whereas collecting qualitative data‚ on the other hand taking a significantly larger and more meticulous effort. To collect such data a survey was conducted to determine whether or not Jose Cuervo should introduce a new tequila line specializing
Premium Research Scientific method Quantitative research