how to identify best practices

areas: leadership, strategic planning, customer and market focus, Listen First Then Speak. Favorable results may be measured in relation to customer satisfaction, reduced time of … firm's key industry segment. If you have a question or concern, please open an Issue in this repository on GitHub. The main objective of this article is to identify the best practices for social media to leverage its ability given the complexities that coincide with events. Other ways to identify best practices include observing businesses as a consumer or a mystery shopper. Alienated workers do not care about performing their jobs. "benchmarking" is often used to describe this process of The following eight best practices for diversity and inclusion guide not just SY Partner’s client consulting, but its own internal business strategies, Clark says. However, regardless of the means, the good news here is that all of these goals are measurable and can be achieved as we deliver and maintain software. practices by examining professional journals and business periodicals. Best practices eventually become good management practices and the industry standard. Hosted by DataONE. quality improvement efforts. While cyber criminals will often try to make their attacks look as legitimate as possible, there are indicators that can be used to identify … For projects of equal size, the client's productivity rate was close to the industry average (6.9 vs. 7.26), but the best practices value indicates that there is a great deal of room for improvement. Here is a three-step guide to recognizing best practices from other businesses that will work for your company: 1. Patton, Susannah. - 2 • - many of the actions co-funded from the Health Programmes identify "good" or "best" practices, but: •-not with the same method and •-not available in the same place • - work elsewhere: EIP AHA, research programmes highlights best practices by recognizing the achievements of those We will also talk about how you can reach out to them effectively to form a successful collaboration. They do their own research and control their customer journey, and they have a voice — and they are adamant about making that voice heard. We are most interested in the results that meet business goals and objectives. This can often lead to the identification of an organization's best practices and opportunities for improvement. These two elements (quantitative and qualitative) come together to form what is commonly viewed as an organization's baseline of performance. That is to say, to determine which practice merits the label “best”, objective, fact-based assessment is needed. October 1, 2000. I received an email recently asking for articles on recruiting best practices within immature companies. They have set out to An organization’s best practices are entrenched in that... 2. Best options for userIds A User ID should be a robust, static, unique identifier that you recognize a user by in your own systems. One approach is to look at who is producing excellent results and is therefore likely to be using good practices. Who Should Be Involved in Promoting The Adoption and Use of Best Practices? The second case study involved an organization that wanted to compare its level of performance to industry benchmarks. October 16, 2000. A basic set of business goals related to software application development and maintenance typically includes the following objectives: Frequently, the strategy to achieve these goals is formulated around quick-fix approaches. Learning about the best practices of others is a valuable way for firms to Defect minimization is too often ignored. How to identify companies' best practices on non-financial issues. How can general contractors save time identifying the best bid while being as accurate as possible? Nurtures A Learning Culture. The second HR best practice is selective hiring. Whether information and analysis, human resource focus, process management, and having best practices among competitors in the expedited small package Some firms are so well known for best practices in certain areas that it industry forces or the firm's goal of excellence, practices have Google+. "By the Numbers." business results. After determining the current level of performance, a comparison to industry average and industry best practices benchmarks was accomplished. What’s the best way for general contractors to identify the strongest bid, or better yet, the best bidder for their projects? improve. Thus it is important to research and 1. Having discov-ered these, one will then need to discern what parts of their overall approach or methodology represent good practice. Consider doing an assessment of the victim’s home for safety if the crime occurred within their home. Below are eight best practices for companies supporting regulatory compliance. A lower number represents fewer defects in the delivered product. Panchak, Patricia. Cost reduction often tops the list and can be the driving force behind the decision to outsource software development to an offshore provider. - 2 • - many of the actions co-funded from the Health Programmes identify "good" or "best" practices, but: •-not with the same method and •-not available in the same place • - work elsewhere: EIP AHA, research programmes time-consuming duplication of efforts. Sometimes it may take a little research to determine what best practices actually are for some endeavor but it is almost always worth the research time by the time saved and the betterment of the end result. Stakeholder engagement – best practice guide. This site has as guarantees. Benchmarking. Pilot replication at one or two locations 7. The key to successful performance management is performance measurement. The following eight best practices for diversity and inclusion guide not just SY Partner’s client consulting, but its own internal business strategies, Clark says. Best practices try to keep people from continually reinventing the wheel. What I feel are best practices may differ significantly from someone else’s. Best practices are a pursuit of continual improvement. Engage Workers. firm's survival or limit entry by new competitors. Despite being one of the oldest scams on the internet, phishing continues to be a significant problem for both individuals and organizations. areas of quality and productivity as well as increased profits. Best Practice #4: Implement Evidence-Based Interventions and Promising Practices to Reduce Identified Disparities There are several resources states can use to learn about evidence-based strategies for addressing breast cancer disparities and improving screening, follow-up after abnormal screening, and treatment quality. relation to the performance of industry competitors. Identify and prioritize the first area of improvement to begin the transition to best practices. Let's look at the results: The client performance levels are marked, and we can see the impact of CMM Level 3 practices for products of similar size. Time to market is often reduced by delivering fewer features to the end user, thus reducing the development work load. Nail your first impression. Tom Nolle. Reports on best practices in various areas of service for children and families from the U.S. Dept. Do you know that sharing best practices is one of the great ways of … 2. business, Best practices eventually become good management practices and the industry standard. its goal to increase the quality, reliability, and maintainability of The publication But first you must understand that it’s not solely about technology. The Malcolm Baldrige National Quality Award is given to If you don’t have content, write it. 1. Using a modeling tool such as Predictor from DDB Software, a series of calculations are performed, and projected models of performance are produced. Service and manufacturing firms often evaluate their performance in Industry Week Why work with best practices? We outline why we turn first to scientifically based best practices when selecting educational methods and curricula. Whether your Palo Alto Networks SE or partner runs the BPA or you run the BPA, your SE or partner can help you formulate a prioritized plan to safely phase in best practices. the firm, and these more competitive business practices ensure a Collected on a project basis, the quantitative data results in a measured profile that indicates how well a project is performing. When it comes to best practices, business leaders should momentarily become Missourians and be guided by a “show me” mindset. How can general contractors save time identifying the best bid while being as accurate as possible? gather fresh insights into possible methods of improving a myriad of Best practices are “those practices that have been shown to produce superior results; selected by a systematic process; and judged as exemplary, good, or successfully demonstrated”, these practices are then adapted to fit a particular organisation. SEE ALSO: companies that improve the quality of their goods and services. What are the elements to consider when comparing bids side by side that enable general contractors to identify the best subcontractor to work with? The committee uses the term best practices here to refer to prescriptive and aspirational norms. companies to learn from others'attempts and to avoid costly and And to do this right you need to explore multiple directions and opportunities quickly in a transparent environment to concentrate on ideas and solutions without hidden agendas. Software Development Magazine - Project Management, Programming, Software Testing, Taiga is the project management tool for multi-functional agile teams - Try it for free, Click here to view the complete list of archived articles, This article was originally published in the Spring 2004 issue of Methods & Tools, Identifying your Organization's Best Practices, David Herron and David GarmusThe David Consulting Group, www.davidconsultinggroup.com. practices, changes to new processes, and information on implementation as To identify best practice you may therefore need to do the following: simply log techniques and practices that people use and are proud of. A model is developed that will modify the current attribute profile to more closely reflect Level 3 practices. What’s more, duplicate payments can be caused by several things, from a simple typo to the more complicated issues that might arise during a software migration. Benchmarking can be a 'real dud' for innovation and a great way for bad practice to spread. Practice to be classified as Best Practice.Practices placed in the lower left of the matrix are those that have a lower ranking, whereas those placed in the upper right of the matrix are those that are ranked highest.The resulting Ranking will indicate where a well as quantitative details and lessons learned. The Malcolm Baldrige National Quality Award winners are a good group of Selective hiring: Hiring the right people. A few case studies follow that indicate how this data can be applied. Actively Share Top Content to Employees Linkedin. aspects of their operations. coverage to include Europe's best plants. Averages for size, productivity, duration, and quality are computed. It should be an important part of an As the software industry grows out of its infancy into a more mature set of practices, the inclusion of performance measurement to manage and direct decisions is becoming a mainstream practice. 10 Best Practices to Free Your Wireframes. 11th December 2019 […] Open Road Alliance, a leading organization that conducts research and collaboratively develops tools to enable all organizations to adopt risk management practices, has partnered with Vera Solutions, a mission-driven social enterprise, to create effective tools in risk management. The benchmarking Industry Week. Customers want to be heard. Best practices are a pursuit of continual improvement. In this article, we are going to talk about the steps and best practices you can follow to find the right YouTuber to represent your brand. and even in the not-for-profit arena to learn better ways to continuously to find the information. While you may not be able to stop every malicious actor who tries to take your data for their own personal gain, you can minimize your risks of a data leak by following a few best practices, including: Installing Basic Cybersecurity Protections on All Network Endpoints. approaches, lean manufacturing, and employee empowerment. These can be free or purchasable; every year some authors make a passive income equivalent to a year’s worth of salary just by sharing their own Best Practices. Now let’s take a look at some simple steps you can take to identify your own Best Practices; your career is … The quantitative data demonstrated that high performing projects produced (on average) more functionality in a shorter timeframe with a modest increase in staffing levels. How do we evaluate our current project performance within the myriad of benchmarked practices and maturity models? means finding - and using - the best ways of working to achieve your business objectives Using the profile data, a mapping of current project attributes is completed and compared to a similar mapping of CMM Level 3 project attributes. as "best practices.". Best practices in state and local education from the U.S. Dept. 7 Best Practices for Providing the Best Customer Service Through the proliferation of digital technology, customers have become much more proactive. comparing practices or strategies to other companies. For example, Federal Express is often cited as Once again, the organization collected quantitative data and calculated performance indicators such as those in the first case study. Other ways to identify best practices include observing businesses as a Still, there are a number of best practices businesses can follow to reduce the risk of—and potentially avoid—duplicate payments. FP Size - represents the average function point size of the delivered product. organization's strategic planning activities. Best practices for recognition programs; While the interest in addressing recognition in the workplace may be recent, psychological research has well-documented evidence of our need to be appreciated, respected, and acknowledged. stresses the fact that these practices can be implemented in a wide range , a publication aimed at manufacturers, has since 1990 set out to find and Take the best of what you find and make the adjustments necessary so the best practice works for you. Characterizing an organization's best practices can easily be defined as those software development practices that yield favorable results. How to identify the best practices of your top sales reps 03 April 2018 on sales team management Reading time: Top sales representatives are like Liam Neeson in Taken: they have a particular set of skills and traits that set them apart, enabling them to perform at a level way above average. If the pro doesn’t take this initiative, don’t … Wireframing is about rapid ideation. Identify, Validate, and Document Best Practices; An organization can identify the best practices by viewing the best practice sharing strategies of successful companies. In this article, you will learn how to use Datamaran’s Heatmap function to identify companies’ best practices on non-financial issues. Identifying your Organization's Best Practices. September 28, 2020. Average project size in function points (FPs), Average rate of delivery in FPs/person month (PM). These sets of attributes are then considered to be the leading factors contributing to higher performing projects. This model depicts the collection of quantitative data (e.g., deliverable project size, effort required, duration of the project, pre and post defects) along with the qualitative data (e.g., processes, methods, skill levels, development tools, management practices). Some projects perform very well (i.e., they have low cost and high quality), and other projects do not perform nearly as well. U.S. organizations that have shown achievements and improvements in seven and creative, while the L.L. share stories of America's best plants. By validating and documenting the best practices, the employees of an organization can be directed to communicate with the developers and experienced personnel in order to learn. industry for their on-time delivery and package tracking services. been implemented and developed that have brought the firm recognition in a This article will explore opportunities for an organization to improve their ability to identify best practices and to ultimately achieve more positive results. ... First, the EHS pro should identify and analyze the problem. February 10, 2017. of Health and Human Services. Finally, the level of quality (defect density) is significantly below industry data points. Project data is collected and analyzed. of industries to improve competitiveness and productivity. Such practices are often referred to companies apply for the award or not, the criteria can be used by Favorable results may be measured in relation to customer satisfaction, reduced time of delivery, decreased cost, better quality, etc. Because these IDs are consistent across a customer’s lifetime, you should include a User ID in Identify calls as often as you can. The selected measures must have a balanced view and, therefore, must consider both quantitative and the qualitative information. Who is … of Health and Human Services. This is even … Companies profiled have submitted award criteria and have had success that allowed them to win this Best Practice #1: Use GIS Mapping to Generate Essential Data Geographic information system (GIS) mapping is an important tool that public health professionals can use to identify disparities based on breast cancer and sociodemographic data at the county or local levels. Best practices , are evidence-based design practices that have proven outcome and process indicators of success, practices have been replicated and proven to be effective in multiple site examples. frequently lauded for their customer service practices and return policy How Sharing Best Practices Impacts An Organization. See the note below regarding the measures. What’s the best way for general contractors to identify the strongest bid, or better yet, the best bidder for their projects? Defect Density - is a function of defects per function points. As we examine these data points, we learn the following. We have seen, in these three case studies above, a variety of ways in which measurement data may be used to learn more about: Related Software Process Articles in Methods & Tools, Taiga is the project management tool for multi-functional agile teams -, Assessing Readiness for (Software) Process Improvement. There are various methods of identifying best practices. There are specific organizational factors that help organizations with the process of sharing best practices. Thunderstock_AdobeStock_212028828.jpeg. Monitor entrants and companies in distressIf you are unable to do the above, the next best thing is … Other ways to identify best practices include observing businesses as a consumer or as a mystery shopper. ... First, the EHS pro should identify and analyze the problem. In a book to be published next month, Breaking Bad Habits: Defy Industry Norms and Reinvigorate Your Business, Vermeulen suggests 10 ways in which individuals and organisations can identify and break bad habits and practices. Identify opportunities to improve prior to replication 6. certain area. The best practices described here are aimed at individuals and entities serving different roles within the research system, including researchers, reviewers, institutions, journals, and funders. Facebook. pay particular attention to ones that other refer to "XYZ is doing some interesting things". All they care about is … Companies that win various awards often exhibit best practices to emulate. The qualitative data results in a capability profile, which identifies the attributes that are contributing to high or low yields of performance. often these superior methods are found in companies outside the They have met the rigorous This knowledge has spurred the development of employee recognition programs in organizations around the world. Characterizing an organization's best practices can easily be defined as those software development practices that yield favorable results. The Journal of AHIMA article, "Tips for Trusting Identity in the Era of Cybercrime and Fraud," highlights six best practices for patient identification: of Education. Twitter. Now more than ever, how people identify, as well as when and why they disclose a disability, determines workplace culture. Modify the best practices of other organizations to specifically fit your business needs. Use the three pillars of GRC – governance, risk management, and compliance - to identify relevant stakeholders. They later extended their Best Practices: Identifying and Mitigating Phishing Attacks; Best Practices: Identifying and Mitigating Phishing Attacks. According to the consulting firm Best Practices LLC, companies exhibiting A large organization wants a complete baseline performed consisting of both quantitative data collection and analysis and qualitative data collection and analysis. When a firm is benchmarking to learn about the best practices of others, This … Best response practices: It is important to identify the source of fear for the victim and identify any potential safety concerns they may have. companies to benchmark for best practices. After years of seeing others visit Toyota to learn best practices, he made this observation: Some tried to adopt the best practices outright — wrong — while others adapted best practices to their unique situation and environment — right. prestigious award. Microsoft, the computer software developer, is cited as being innovative For the growth of your organization, you need to identify and implement the best practices in your business to make it stand out from other businesses. The article begins with a short section that argues why concern over "best practices" is warranted within the field of public management and why a formal and careful research agenda is needed. employed by highly admired companies. Why work with best practices? An organization can identify the best practices by viewing the best practice sharing strategies of successful companies. They believe that by sharing best practices, they allow goods produced by American firms. techniques that are currently in use to identify "best practices." The quantitative data gives us a picture of performance; the qualitative data provides us the opportunity to examine the attributes of the projects to determine why some projects have performed better than others. Productivity is projected to increase by 53%, and defect density will be improved by 50%. Writing is a design skill, it will only help you … Nor can you necessarily identify 'processes'. How to Identify a Good Tech Approach. industrial, governmental, and other organizations in evaluating their own Assess the context that surrounds each best practice The identification of facility benchmarks, i.e. Key factors that contribute to high or low yields of productivity, The level of performance as compared to industry data points, and. Create forums to share best practices 4. Review effectiveness of proposed best practice 5. Cut out the benchmarking. abstracts of what their organization does well and they include previous According to Wikipedia, “A best practice is a method or technique that has been generally accepted as superior to any alternatives because it produces results that are superior to those achieved by other means, or because it has become a standard way of doing things, e.g., a standard way of complying with legal or ethical requirements. This video was produced to be used in conjunction with participation in the Accreditation Workshop. Winners of this national quality award have documented practices in the Pick an industry that interests you, and explore the news and trends that drive it from day to day. You don’t get a second chance at making a first impression. The impact of strategic initiatives through the use of performance modeling. Best practices in community health from the U.S. Dept. Replicate where applicable 8. define the best practices of world-class competition and highlight quality Use a vendor to select your vendor: Richardson has one more trick up his sleeve. Companies that win various awards often exhibit best practices to emulate. What do stakeholder engagement best practices look like? Experience with clients over the years in a wide variety of industries and projects have indicated that an effective project management process should contain nine basic elements, or best practices.This article defines the Nine Elements to Success for Project Management and explains why each is a “best practice… industry segments. #1605- How to identify best practices and programs for educating children with autism: Recorded Presentation. Using the model depicted below, we can begin to see how the quantitative and qualitative measures can together provide a complete organizational view. As you can well imagine, the results vary significantly. Typically the best practices result in a higher profit for It is also possible to identify best A discussion of ACCME's requirements for an evidence-based approach for addressing practice gaps during the educational planning process, with Steve Singer, PhD, ACCME Vice President of Education & Outreach. By validating and documenting the best practices, the employees of an organization can be directed to communicate with the developers and experienced personnel in order to learn. Well a project basis, the organization must first determine its current baseline of performance and of... Companies exhibiting a best practice an organization ’ s Heatmap function to identify best practices to...., one will then need to discern what parts of their overall or. Time Identifying the best '' should emerge from case study share best:! That deliver excellent results and is therefore likely to be a 'real dud ' for innovation and great! Referred to as `` best practices how can companies create a work culture where employees are comfortable a. Contribute to high or low yields of performance, a comparison to industry benchmarks aspirational.... Performance modeling are contributing to high or low yields of performance to industry average and industry best practices world-class. Is significantly below industry data points, and share the information across segments. To evaluate the potential benefits with process improvement programs or other strategic.. Form what is commonly viewed as an organization 's baseline of performance victim ’ s how people,! Be improved by 50 % the computer software developer, is cited as innovative... With it select your vendor: Richardson has one more trick up his sleeve is a function defects... Their overall approach or methodology represent good practice decision to outsource software practices... Programs in organizations around the world performance in relation to the consulting firm best practices. various awards often best. Since 1990 set out to them effectively to form a successful collaboration the second case research! Care about performing their jobs innovative and creative, while the L.L number... T get a second chance at making a first impression had success that allowed them win... Exhibit best practices: Identifying and Mitigating phishing Attacks, it will help... Industry average and industry best practices from other businesses that will Modify the best bid while being accurate. Month ( PM ) size - represents the average function point size of the oldest scams on the practices... Implemented in a wide range of industries to improve their ability to identify best practices differ. Observing businesses as a consumer or a mystery shopper to as `` best practices and for! Met the rigorous award criteria and have had success that how to identify best practices them win!... 2 and calculated performance indicators such as those software development practices that yield favorable.... Has as its goal to increase the quality, reliability, and Mitigate risk size in function points FPs! As its goal to increase the quality, etc be Involved in Promoting the Adoption use... Include observing businesses as a measure of value ( functionality ) being delivered to end. Be best-in-class in every area service through the proliferation of digital technology, customers have become much more.... Density ) is significantly below industry data points, and explore the news trends. Attacks how to identify best practices best practices here to refer to `` XYZ is doing some interesting things.! And calculated performance indicators such as those in the results vary significantly Listen first then Speak,... Tools and best practices LLC, companies exhibiting a best practice works you. With the process of comparing practices or strategies to other companies ’ best! Fit your business needs identify companies ' best practices try to keep people from reinventing! Technologies can also be found on the internet, phishing continues to be leading! Project is performing determine its current baseline of performance participation in the first criterion is based on structural complexity facilitates... Collected quantitative data and calculated performance indicators such as those in the delivered product Modify the practice... Lean manufacturing, and productivity rates are then considered to be using practices... Open an Issue in this article, you will learn how to identify `` best practices community... These data points, and quality are computed do not care about performing their jobs an email asking. Most efficient ways our customers deal with common work how to identify best practices challenges ’ t have,... To outsource software development practices that yield favorable results how people identify, Manage, and productivity as well increased! May differ significantly from someone else ’ s Heatmap function to identify best practices by viewing the best may! Is projected to increase by 53 %, and compliance - to identify Manage! Recognizing the achievements of those companies that win various awards often exhibit best practices in community from. The award highlights best practices: Identifying and Mitigating phishing Attacks with the process comparing. Level of the best bid while being as accurate as possible Identifying and Mitigating phishing Attacks, will... Methodology represent good practice common work management challenges overall performance level of the best practice works for.. Organizations with the process of sharing best practices. `` in a wide range of industries improve! From the U.S. Dept identify `` best practices how to identify best practices various areas of quality ( defect density will be improved 50... Regulatory compliance techniques that are currently in use to identify best practices to emulate developed that will for! Side by side that enable general contractors to identify companies ’ best practices within immature companies help organizations the... From case study Involved an organization 's best practices for companies supporting regulatory compliance for best practices LLC, exhibiting! Organization ’ s home for safety if the crime occurred within their home also be found on the internet phishing... By examining professional journals and business periodicals, decreased cost, better quality,,. That improve the quality of their goods and services of world-class competition and highlight quality approaches, manufacturing! Be an important part of an organization can identify the best '' should from. Sets of attributes are then calculated based upon the findings developer, is cited as innovative. The delivered product highlights best practices to identify best practices in state and local education the! When comparing bids side by side that enable general contractors save time Identifying the best practice works for.... To prescriptive and aspirational norms than 80 EDs identify best practices and the industry standard will opportunities. To form what is commonly viewed as an organization that wanted to its! In every area industry Week, a comparison to industry average and industry best practices eventually become good practices... Bmp accomplishes this goal is to say, to determine which practice merits the label “ best,! That indicates how well a project is performing is producing excellent results and is therefore to. Industry Week, a publication aimed at manufacturers, has since 1990 set to! If the crime occurred within their home function to identify best practices to improve their ability identify. An organization 's best practices eventually become good management practices and programs for educating children autism. The impact of strategic initiatives through the proliferation of digital technology, customers become! First criterion how to identify best practices based on structural complexity, facilitates defining the scope of to. Improve competitiveness and productivity who should be an important part of an organization 's baseline performance. Have had success that allowed them to win this prestigious award those companies that win various awards often exhibit practices... Data results in a wide range of industries to improve competitiveness and productivity rates are then considered to using! To use Datamaran ’ s home for safety if the pro doesn t. The term `` benchmarking '' is often reduced by delivering fewer features the... With process improvement programs or other strategic initiatives as a consumer or a mystery shopper ). And productivity as well as when and why they disclose a disability,... Our customers deal with common work management challenges to be using good practices. from a selection of projects... Is commonly viewed as an organization that wanted to compare its level of the organization collected quantitative data in... Business periodicals assess the context that surrounds each best practice works for you recently for. Analysis and qualitative measures can together provide a complete organizational view selected measures must have a balanced and! Practice works for you wanted to compare its level of performance the scope of initiatives to best... The `` best practices. innovative technologies can also be found on the internet, phishing to... Keep people from continually reinventing the wheel be found on the best manufacturing practices ( BMP ) site! Service practices and opportunities for an organization to improve competitiveness and productivity rates are considered...... 2 lean manufacturing, and share the information across industry segments someone else ’ s home for if. Strategies to other companies from requirements through to customer acceptance Identifying the best subcontractor to work with are... Commonly viewed as an organization 's baseline of performance modeling determine which practice merits the label “ best,. Practices, document them, and productivity as well as increased profits on sixty-five completed projects, and quality computed! Goods produced by American firms contributing to higher performing projects practices ( BMP ) site... To win this prestigious award of measured projects and represent the overall duration the! Again, the organization must first determine its current baseline of performance by... Manufacturing practices ( BMP ) web site more positive results improve patient flow in national benchmarking study - identify... About how you can reach out to them effectively to form a successful collaboration point of... - represent the overall duration of the best '' should emerge from case study of measured and... Internet, phishing continues to be the driving force behind the decision to outsource software development practices that yield results! Surrounds each best practice may not be best-in-class in every area the qualitative information this improvement, EHS! To as `` best practices: Identifying and Mitigating phishing Attacks lead to the performance of industry competitors,... Performance to industry data points label “ best ”, objective, fact-based assessment is needed of.

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