Experimentation for Improvement

Start Date: 07/05/2020

Course Type: Common Course

Course Link: https://www.coursera.org/learn/experimentation

About Course

We are always using experiments to improve our lives, our community, and our work. Are you doing it efficiently? Or are you (incorrectly) changing one thing at a time and hoping for the best? In this course, you will learn how to plan efficient experiments - testing with many variables. Our goal is to find the best results using only a few experiments. A key part of the course is how to optimize a system. We use simple tools: starting with fast calculations by hand, then we show how to use FREE software. The course comes with slides, transcripts of all lectures, subtitles (English, Spanish and Portuguese; some Chinese and French), videos, audio files, source code, and a free textbook. You get to keep all of it, all freely downloadable. This course is for anyone working in a company, or wanting to make changes to their life, their community, their neighbourhood. You don't need to be a statistician or scientist! There's something for everyone in here. ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯ Over 1000 people have completed this online course. What have prior students said about this course? "This definitely is one of the most fruitful courses I have participated at Coursera, considering the takeaways and implementations! And so far I finished 12 [courses]." "Excelente curso, flexible y con suficiente material didáctico fácilmente digerible y cómodo. No importa si se tiene pocas bases matemáticas o estadísticas, el curso proporciona casi toda explicación necesaria para un entendimiento alto." "I wish I had enrolled in your course years ago -- it would have saved us a lot of time in optimizing experimental conditions." Jason Eriksen, 3 Jan 2017 "Interesting and developing both analytical and creative thinking. The lecturer took care to bring lots of real live examples which are fun to analyze." 20 February 2016. "... love your style of presentation, and the examples you took from everyday life to explain things. It is very difficult to make such a mathematical course accessible and comprehensible to this wide a variety of people!" ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯

Course Syllabus

This is where the course gets tough and rough, but real. The quiz at the end if a tough one, so take it several times to be sure you have mastered the material - that's all that matters - understanding. We want to do as few experiments as possible, while still learning the most we can. Feel free to skip to module 5, which is the crucial learning from the whole course. You can come back here later. In module 4 we show how to do *practical* experiments that practitioners use everyday. We learn about important safeguards to ensure that we are not mislead by Mother Nature.

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Course Introduction

Experimentation for Improvement As with any behavior modification program, there is no set formula for success. There are no magic bullet. Experimentation is the process of getting things "off" of what you are doing. In this course, we will focus on the elements of experimentation that make the difference between success and failure. We will do so by looking at different methods of experimentation, including those based on theory, research, and/or self-experimentation. This course will give you a great overview of the elements of experimentation and its significance for improvement. After completing this course, you will: * Understand how different experiments are used * Understand how to interpret results from experiments * Understand the elements of experimentation * Know when to stop and re-evaluate his/her experiment * Understand how to interpret results from experiments * Be prepared for the elements of experiment that could make the difference between success and failure * Know how to react to failure One of the keys to successful treatment is being prepared. This course will provide you with an overview of the elements of experiment that make the difference. You will learn how to get things "back on track" and learn how to learn from your successes and take things "back to normal." This course is part of the iMBA offered by the University of Illinois, a flexible, fully-accredited

Course Tag

Process Optimization R Programming Experimental Design Experiment

Related Wiki Topic

Article Example
Improvement Governments often use language proposing improvement of processes or areas. In some places a business improvement district or tourism improvement district may be incorporated into urban zoning, with the enactment of laws intended to benefit businesses that are established in the area. An improvement trust, a type of legal trust created for the improvement of something, may be settled for the benefit of a municipal area.
Home improvement The sitcom "Home Improvement" used the home improvement theme for comedic purposes.
Boston Society for Medical Improvement The Boston Society for Medical Observation was merged into the Society for Medical Improvement in 1894.
International Society for Performance Improvement The International Society for Performance Improvement (ISPI) is a non-profit association for performance improvement professionals dedicated to improving individual, organizational, and societal functioning, productivity, and accomplishment in the workplace.
Improvement commissioners Note for table: 'ICD' stands for Improvement Commissioners District.
Improvement Sarah Tarlow, a Professor of Archaeology, has argued that the idea of “improvement” is so familiar to us today that it seems natural. It is therefore difficult to fully understand the history of “improvement” as a concept, and to appreciate that it was a genuinely new way of thinking in the early modern period. Furthermore, in contemporary use the notion of “improvement” is assumed to be positive. This assumption has limited the critical attention given to the history of the idea and the practices associated with it. For example, the enclosure of common land for private use was understood as an “improvement” in the eighteenth century. But this had both positive and negative effects for the different people involved. The poor family who were denied a crucial means of subsistence did not regard the newly enclosed fields as “better”.
Room for Improvement Room for Improvement is the first official mixtape from Canadian rapper Drake. It was self-released in 2006. The mixtape was originally intended for sale only and had sold 6,000 copies in 2006.
Improvement Many theories and practices exist with respect to improvement in business. For example, business process improvement is a systematic approach to help an organization optimize its underlying processes to achieve more efficient results. One such approach is focused improvement, the ensemble of activities aimed at elevating the performance of any system, especially a business system, by working on eliminating its constraints one by one while "not" working on non-constraints. Performance improvement focuses on measuring the output of a particular business process or procedure, then modifying the process or procedure to increase the output, increase efficiency, or increase the effectiveness of the process or procedure. Quality improvement is one of the four aspects of the concept of quality management.
Improvement The term "improvement" in general means "gradual, piecemeal, but cumulative betterment", which can refer to both individuals and societies as a whole. The term "improvement" historically referred to land improvement, the process of making wild land more suitable for human uses, particularly the cultivation of crops. Agricultural writers contrasted "improvement" with the traditional custom that governed farming practices at the time. The belief in agricultural "improvement" was the belief that the earth could be made more fruitful. More specifically, it was the belief that "the knowledge of nature would allow the best possible use of resources". It emerged in late medieval England and later shaped the colonies of the British Empire, through what Richard Drayton describes as "enlightened imperialism". The British believed "that they ultimately knew better than those on the ground".
Improvement In the 20th century, the concept of improvement expanded even further. Businesses developed philosophies of having a continual improvement process, wherein all activities of the business are constantly examined to weed out inefficiencies and better ways of carrying out tasks. At the same time, the concept of individual self-improvement blossomed, leading to "tremendous growth in self-help publishing [and] self-improvement culture", wherein people assessed their lives in much the same way. Home improvement, the process or result of improving the efficiency, livability, or market value of a personal dwelling, has also become a substantial industry.
Self-experimentation Human scientific self-experimentation principally (though not necessarily) falls into the fields of medicine and psychology. Self-experimentation has a long and well-documented history in medicine which continues to the present day.
Policy experimentation Policy experimentation in this variant constitutes a distinct mode of governance that differs in one fundamental way from standard assumptions about policymaking. The conventional model of the policy process that is widely taken for granted by jurists, economists, and political scientists holds that policy analysis, formulation, and embodiment in legislation precede implementation. But policy experimentation means innovating through implementation first, and drafting universal laws and regulations later.
Marketing experimentation Marketing experimentation is a research method which can be defined as "the act of conducting such an investigation or test". It is testing a market that is segmented to discover new opportunities for organisations. By controlling conditions in an experiment, organisations will record and make decisions based on consumer behaviour. Marketing experimentation is commonly used to find the best method for maximizing revenues through the acquisition of new customers. For example; two groups of customers are exposed to different advertising (test). How did consumers react to advertising compared to the other group? (measurable). Did the advertising increase sales for each group? (result).
Marketing experimentation There are three characteristics which are the make-up of a market experimentation:
Commission for Health Improvement The Commission for Health Improvement (CHI) was a non-departmental public body sponsored by the Department of Health of the United Kingdom from 2001 until 2004, when its functions were subsumed by the Healthcare Commission.
Centre for Maritime Research and Experimentation Previously known as NATO Undersea Research Centre (NURC), the Centre for Maritime Research and Experimentation (CMRE) is a scientific research and experimentation NATO facility that organizes and conducts scientific research and technology development, centered on the maritime domain, to address defense and security needs of the Alliance. It is an executive body of NATO's Science and Technology Organization (STO).
Improvement Science Research Network The Improvement Science Research Network Web Event series expands capacity for conducting improvement studies through discussions of issues in the field of improvement science, provides updates regarding the ISRN activities, introduces new tools and research paradigms, and sets the stage for input regarding new directions for research. The first session of the web event series, "The Way Forward: An Introduction to Improvement Science", was held in June 2010. Presented by Jack Needleman, PhD, FAAN, and Kathleen R. Stevens, EdD, MS, RN, ANEF, FAAN, this introductory session showcased the activities of the ISRN as a catalyst for change. The discussion included definition of Improvement Science, exploration of the overlapping paradigms of Improvement Science, translational science, and implementation science and explanation of the need and context for improvement research. Furthermore, the discussion enumerated the challenges facing Improvement Science and health care improvement in general, including a lack of evidence-based research methodologies; limited facility access to national Improvement Science experts; need for the on-site training in research methodologies; and lack of adequate collegial and technological infrastructure to support a national agenda of Improvement Science research priorities. It defined Improvement Science, explored the overlapping paradigms of Improvement Science, translational science, implementation science and explained the need and context for improvement science research. Furthermore, it enumerated the many challenges facing Improvement Science and health care improvement in general,including a lack of evidence-based research methodologies; limited institutional access to national Improvement Science experts; a need for on-site training in research methodologies; and the absence of a collegial and technological infrastructure to support a national agenda for Improvement Science research priorities. The event showcased solutions available to meet these challenges, including the ISRN. The ISRN web seminars continue to add to the discussion of improvement science research methods, study opportunities, and ISRN research results. Recordings are accessible on the ISRN website.
Boston Society for Medical Improvement In 1901, James Gregory Mumford published "The Story of the Boston Society for Medical Improvement" in the March issue of the "Boston Medical and Surgical Journal".
Improvement Era The "Improvement Era" was first published in 1897 as a replacement to the unofficial magazine, "The Contributor". Over the years, it was the official publishing organ for a variety of organizations within the LDS Church, including the Seventies, the Young Men's Mutual Improvement Association, the Young Ladies' Mutual Improvement Association, priesthood quorums, church schools, the Church Music Committee, and the Home Teaching Committee.
Iowa Citizens for Community Improvement Iowa Citizens for Community Improvement (CCI, Iowa CCI, occasionally ICCI) is a membership-based grassroots organization dedicated to community organizing in the state of Iowa.