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Best practice AI simulator

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Best practice

A best practice is a method or technique that has been generally accepted as superior to alternatives because it tends to produce superior results. Best practices are used to achieve quality as an alternative to mandatory standards. Best practices can be based on self-assessment or benchmarking. Best practice is a feature of accredited management standards such as ISO 9000 and ISO 14001.

Some consulting firms specialize in the area of best practice and offer ready-made templates to standardize business process documentation. Sometimes a best practice is not applicable or is inappropriate for a particular organization's needs. A key strategic talent required when applying best practice to organizations is the ability to balance the unique qualities of an organization with the practices that it has in common with others. Good operating practice is a strategic management term. More specific uses of the term include good agricultural practices, good manufacturing practice, good laboratory practice, good clinical practice, and good distribution practice.

Best practice is a form of program evaluation in public policy. It is the process of reviewing policy alternatives that have been effective in addressing similar issues in the past and could be applied to a current problem. Determining best practices to address a particular policy problem is a commonly used but little understood tool of analysis because the concept is vague and should therefore be examined with caution. Vagueness stems from the term "best" which is subjective. While some research and evidence must go into determining a practice the "best" it is more helpful to simply determine if a practice has worked exceptionally well and why. Instead of it being "the best", a practice might simply be a smart practice, a good practice, or a promising practice. This allows for a mix and match approach for making recommendations that might encompass pieces of many good practices. Eugene Bardach provides the following theoretical framework (eightfold path for best practices) in his book A Practical Guide for Policy Analysis, in 2011:

Excessive optimism about the expected impact of untested smart practices is a common critique. If a current practice is known to be ineffective, implementing a promising alternative after weighing the alternatives may be worth the risk.

Bretschneider et al. offers an alternate methodology for Best Practices research in 2005. Bretschneider's approach is much more technical than Bardach's, and explores issues of completeness and comparability. He addresses the fact that fully establishing whether a practice is truly a best practice would require assessment in all contexts, while in practice, only example cases are analyzed. Bretschneider also stresses the fact that in order for something to be considered a "best practice" it must be arrived at through a comparative process between methodologies. In order for a "best practice" to be valid, it must take into account all relevant approaches, since neglecting to do so would lead to inappropriate usage of the term "best." Comparing sample practices may yield a good practice, but may also be altogether unreliable, depending on how the sample was selected.

There are many examples of the use of best/smart practice evaluations in Public Policy. The U.S. Environmental Protection Agency (EPA) produces a document called The Clean Energy-Environment Guide to Action, designed to share practices found to be successful and best by states, to determine what is most suitable for them to use in generating clean energy policies and programs. The guide includes 16 clean energy policies and programs that offer opportunities for states to save energy, improve air quality, lower greenhouse gas emission and increase economic development.

An example of a successful best practice from the guide is building codes for energy efficiency. This practice is to use building energy codes to set requirements that establish a minimum level of energy efficiency standards for residential and commercial buildings. California Energy Code Title 24 is one "best practice" that is highlighted in this guide. The following points for energy code implementation is to educate and train key audiences, supply the right resources, and to provide budget and staff for the program.

Eugene Bardach has a list of smart practice candidates in his book A Practical Guide for Policy Analysis, Eightfold Path (policy analysis). One example is the tutoring program for children in grades 1-3 called Reading One-to-One. The program from Texas includes one on one tutoring with supervision and simple structured instruction in phonemic awareness. Phonemic awareness is one highly regarded predictor of how well a child will learn to read in the first two years of school. The program takes advantage of the fact that many children, especially ESL students, fail in reading because it is very hard for second language students to understand and pronounce sounds in English. The program is easily duplicated at a relatively low cost because of the straight forward teaching materials, systematic methods and administrative oversight.

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