Vinyl Chloride Spill in Ohio: Things you Need to Know

NY Weekly Staff on February 28, 2023

Image commercially licensed from: Unsplash

The recent train derailment in Ohio that led to a significant release of vinyl chloride and other toxic substances into the environment has raised concerns. 

Although the problem of vinyl chloride contamination is making headlines now, it has been around for years. In fact, industries release thousands of pounds of vinyl chloride into the atmosphere every year, which is a cause for alarm.

Vinyl chloride is a colourless gas that is commonly used in the production of PVC; a plastic used in making various products, including pipes, packaging materials, and wire coatings. Exposure to vinyl chloride can cause severe liver damage, cancer, and other life-threatening diseases when consumed.

What makes vinyl chloride so dangerous?

People who work in industries where vinyl chloride is stored or produced are exposed to it on a regular basis. The contamination of a water supply can cause vinyl chloride to enter household air when the water is used for laundry, showering, cooking, etc., which can significantly deteriorate people’s health. 

The consequences of vinyl chloride contamination are particularly alarming due to its ability to cause rare and aggressive types of cancer, such as hepatocellular carcinoma, hepatic angiosarcoma, brain and lung cancers, lymphoma, and leukemia.

What you can do about it.

With its potentially devastating effects, it is important to take steps to limit its release into the atmosphere and water supplies. Citizens of Ohio and surrounding areas should take precautionary steps to protect their health and the environment. 

Some things you can do to safeguard yourself and your families against the dangers of vinyl chloride leakage are:

  1. Being aware of the local regulations and following any instructions regarding the use of protective gear and safe disposal of potentially hazardous materials.
  2. Taking proactive steps to limit exposure to vinyl chloride by avoiding contact with contaminated water and soil. You can also refrain from activities that could increase exposure, such as burning wood or gas-powered engine fumes.
  3. Get a water purifying system installed to actively filter out vinyl chloride and other pollutants.

The best ways to remove vinyl chloride from drinking water? 

There are numerous ways to remove vinyl chloride from drinking water, such as packed tower aeration, activated carbon filtration and reverse osmosis, among many others. Let’s dive in.

 

RO Membrane technology

Reverse osmosis (RO) is the most effective way to remove vinyl chloride from drinking water. It works by making use of a semi-permeable membrane called the RO membrane. RO membranes were originally applied in the aviation field to ensure the water needs of astronauts.

It allows preferential passage of water molecules through the membrane by obstructing the passage of salts under the influence of externally applied pressure. 

The recent vinyl chloride spill in Ohio highlights the critical need for using an RO water purifier. Vinyl chloride, along with the acid rain that results from burning it, are considered the organic matter, and their molecules are much larger than 0.0001 micron. By using an RO membrane, these harmful contaminants can be effectively filtered out of the water, making it safe for consumption. ITEHIL’s portable outdoor water purifier leverages the technology of RO membrane to remove particles and dissolved solids as small as 0.0001 microns. 

 

Activated carbon filtration

In addition to this, layers of filtration techniques are used such as primary filtration, reverse osmosis filtration, and carbon-activated filtration. 

Carbon filtering involves the use of a bed of activated carbon to remove impurities from water through a process called adsorption. This ensures that 99.9% of vinyl chloride and other impurities are removed from the water and it is palatable and safe to drink. 

Additionally, activated charcoal has the ability to eliminate unpleasant odors and improve the taste of drinking water. In the market, the ITEHIL RO Water Purifier stands out as the only filter that incorporates both activated carbon and RO membranes, making it an excellent choice for anyone seeking optimal water purification.

Benefits of using RO water purifier

The use of an RO water purifier like ITEHIL’s portable water purifier has several benefits. Some of these include:

1. Removing impurities effectively.

The RO membrane actively filters out 99.99% of impurities from tap water, making it safe and healthy to drink. 

2. Improved taste and odor 

The ITEHIL RO Water Purifier effectively eliminates traces of chlorine in water, thereby removing its taste and smell. The result? Odorless water that tastes better. 

3. Cost-effective in the long run

Investing in an RO water purifier may come with an initial cost, but it can bring long-term convenience and cost savings. For instance, when camping or traveling, you won’t have to search for water sources or purchase bottled water if you have a reliable RO water purifier with you.

4. Improved health

Water filtered by ITEHIL’s RO water filter is proven to be free of impurities that can be detrimental to your health. It can help you prevent diseases like cholera, diarrhea, and more, that are commonly caused by contaminated water. 

Final thoughts

The harrowing events of the incident of vinyl chloride leakage in Ohio has left a number of alarmed citizens in its wake. It’s essential to recognize the harm that can be caused by this toxic substance and take the necessary steps to protect yourself and your families from the effects of vinyl chloride. 

After taking necessary precautions, the best thing you can do to ensure you are consuming clean and pure drinking water is get an RO water purifier installed in your home. You can even take it with you on outdoor escapades. 

The ITEHIL RO water filter is a unique water purifier that employs both activated carbon and RO filtration, resulting in the effective removal of 99.9% of vinyl chloride and other impurities from water, thus ensuring safe drinking water. With official certification from FDA, FCC, and CE along with NSF 58, ITEHIL is a certified and licensed organization that you can trust. To learn more about this exceptional product, click here, or if you’d like to purchase it, click here to visit our Amazon page.

ChatGPT; Helpful Tool or Serious Breach of Privacy?

NY Weekly Staff on February 27, 2023

Image commercially licensed from: Unsplash

ChatGPT, the chatbot powered by artificial intelligence, is surging in popularity and causing a stir across the world in its abilities to write, create, code, and mimic a craft using data pulled from the internet. AI has been around since the 1950’s, yet it is gaining recent popularity due to the massive amounts of available data, more efficient computers, and higher amounts of storage. It can be a helpful tool, providing services that once took several hours of effort and now compiling it into a few seconds with adequate results. Although an impressive form of technology representative of the digital age, is ChatGPT the modern entrepreneur’s dream come true, or a nightmare? ChatGPT in particular is concerning due to its ability to breach privacy laws, create malware to spy on others’ data, or share incorrect information.

Jodi Daniels, owner of Red Clover Advisors and expert in the field of data privacy conservation shares her concern about the data being used by AI and where it’s coming from. “No one asked if the data was allowed to be used. It just scrapes it unbeknownst to the individual.” The creations of ChatGPT are not being created out of nothing; rather taken from someone else’s data. This “bot” does not discriminate, and there is no way to direct it from where to take or tell it not to take from somewhere else. Jodi shares “Right now, there are no individual rights.  A person cannot ask gpt to see the data it has or ask for it to be deleted.  – which is a requirement under many privacy laws including the General Data Protection Regulation (GDPR).” GDPR is considered the gold standard of privacy laws providing privacy and human rights. ChatGPT bypasses this law and can put many businesses at risk.

Access to Personal Information

In order to sign up for an account using ChatGPT, one has to provide a phone number and email address. Anything the user plugs into their ChatGPT will be programmed to be associated with that email and phone number. It can also view associated social media pages, creating a database of information that could reveal to others private and personal information about that account holder, simply due to the fact that they created an account and began to play around with its program. “When people use gpt and ask it questions or provide information for it to function, it’s giving data to feed the algorithm and that could be sensitive information that was just shared or it might be used in ways that weren’t anticipated. This is also important for companies who might be sharing client or company confidential information to a third party that will use that data for other purposes.”

Potential for Fraudulent Activity

This alarming breach of privacy can be used as a weapon for many ill-meaning individuals. Daniels shares, “Security risks exist too – fraudsters can use the information to send phishing campaigns and use it for business email compromises.” Spam is already an issue. We are harassed daily with calls, emails, and messages. How many of these are from AI, ChatGPT, or stolen data? It’s important for everyone to remember that Artificial Intelligence does not replace the human mind; the idea may be helpful and impressive, but is also flawed and can wreak havoc in our modern digital world.

Protect Yourself

Experts like Jodi Daniels can help consult on how to protect your privacy and what measures to take in order to prevent AI from accessing your data. Taking these measures can play a huge role in preventing fraud, hackers, data leaks and ensure that you are using GPT in a privacy friendly way. For more information on data privacy consulting and compliance, check out Jodi Daniels on her Website. 

Artificial Intelligence – The Transition of Operations

NY Weekly Staff on February 22, 2023

The world has been subject to digital shift for the past decade or more, and the current resource businesses are leveraging is Artificial Intelligence. The next step to widespread success and contentment is AI, and it is high time that every regular person understands the value of this advancement.

Post-corona has been a bleak stage for humanity. Business structures and dominating economies crumbled, and current civilization faced quite a blow. The adaptation that corona saw was that there are possibilities of breaking the old norm of working. A lot of people saw working from home, and companies shifted to working mobile using salvaging, which means they had. The increasing demand for tech advancements to suit these conditions saw a surge in progress to connect people better remotely.

Once people grew accustomed to these circumstances, hurling them back into their routine before the coronavirus outbreak was hard. The lapse of operations for most of the world caused unimaginable losses. To cover these, they needed a convenient solution to pace up their business to rejuvenate their losses and lapse of progress. This is a situation that brings out the glamour of Artificial Intelligence.

Artificial Intelligence is no more than a tool, but what stands out is its effectiveness. With newer developments implying AI can think faster than humans, even in its current state, AI is processing data an average human can’t comprehend to achieve. The gap of the development pandemic-induced period brought is not recoverable. However, we can salvage what resources we have to pace up our businesses and operations today. AI is, without a doubt, the biggest resource we have today.

AI is already being used in a major part of the industries in our world. To efficiently handle big data, 48% of businesses use AI in some way. The Global AI market is worth 136.6 billion dollars and is expected to hike to 1.81 Trillion dollars by 2030. These stats require a sense of urgency to take measures and deploy AI in your daily life operations.

AI can be developed to suit your specific needs regardless of the genre you cater to. The initial step to uncovering the true potential of AI is to explore and conclude what you want to accomplish in your life. This will equip you to use the world’s revolutionizing resource of AI to perfect your goal and model.

The light of ideas originates from you, and AI cannot replicate the human tenacity to think. So that aspect of progress relies solely upon you. AI will aid your operations once you have set your plan and goal to set it into action. AI would help you out and do your work efficiently and precisely according to your goal and would take way less time than a human being would ever take if it was humanly possible.

Time is always subject to change and carries your problems to the next day. AI is a necessity to cope with the times and carry your life to a problem-free tomorrow.

Why Do Real Estate Tech Programs Keep Failing?

NY Weekly Staff on February 20, 2023

We sat down with Mark Weithorn, President of DPI Showcase Websites, to talk about his unique perspective as an industry leader on the status quo of real estate:

I’m a big fan of Brad Inman, whose blog I read almost every day. He built a business by staying in the loop with real estate companies and their trends, and his blog keeps track of every major player in the business.  Most of all, though, I love reading the comments made by Realtors and brokers giving us glimpses into their day-to-day experiences.

Sometimes, there’s good news, like the November 2022 article about revenue rising at eXp Realty.  But lately, there’s been a rash of bad news, like another article that same month about Opendoor losing nearly $1 billion in the third quarter, and Redfin Realty and Zillow’s stocks reaching all-time lows. 

As the owner of a tech company that works with real estate agents, I pay close attention to articles concerning tech products.  Lately the news hasn’t been great. 

It’s a case of “déjà vu all over again:” a real estate broker wakes up one day with the concept that providing real estate agents with advanced technology will make them more efficient, help them follow up with clients, and result in closing more deals. They rebrand themselves, raise millions of dollars in VC money, go public, and never turn a profit.  Eventually, they can no longer hide the losses; then, the layoffs begin, their stock price drops like a rock, and their future is rendered uncertain.

For a recent example, take a look at Compass Realty. Formed in 2012, Compass prided itself on providing agents with the latest in technological tools. According to Upnest.com, “Compass provides a comprehensive suite of technology tools to its agents to help better serve clients and close more deals (at a higher price point) than most agents.” As reported on Inman.com in September 2022, Compass has yet to make a profit, has let go of a sizable number of its tech staff including its Chief Technology Officer, and its stock has slid to an all-time low.  

The challenge is, most real estate agents aren’t tech people. Over the past 20 years, I’ve taught marketing classes to tens of thousands of Realtors. There’s a basic theme: they exclaim, “I don’t know how to use a client database program, post on social media, organize my emails, etc.”  And based on feedback from Realtors, many of their clients aren’t tech people either. Realtors often complain when their brokers charge them a monthly technology fee for programs they don’t use.

I see a disconnect between tech programmers and users. Programmers keep creating advanced features that too many average users don’t need or know how to use. What’s more, creating and maintaining tech products can be very expensive. There’s the cost of programmers, servers, and other expenses needed to maintain and upgrade these programs. Combining the lack of consumer understanding and the large expense of running a tech product yields losses.  

Last April, I was a guest lecturer at the Internet 2.0 Conference in Las Vegas. The title of my talk was “The KISS Method: Keeping IT Systems Simple.” The room was full of tech people and programmers. The basic premise was, stop making technology programs complicated. Just when you get used to using a program, it changes. Then you scratch your head wondering, “What’s the benefit?” Naturally, being in a room of tech people, my message was hard to digest.  Their purpose is to upgrade; prove their worth. The problem is, they aren’t thinking about how receptive non-tech users will be.

One fine example is GoDaddy.  As a builder of web sites for real estate agents, we’re constantly logging into GoDaddy to change server settings. They’re constantly changing the interface.  Now, every time they make a change, we have to spend an hour figuring out how to do simple tasks. One company that has pleasantly reversed course is Facebook. It started complicating the method of adding photos or videos, offering too many options that I’d guess 99% of their users didn’t know how to use, but now, they’ve simplified the process. It’s quite refreshing.

It seems many programmers fall into the same trap. They believe that average users will embrace changes when complexities are added to a program, but in reality, the opposite is true.  Consumers will not use or pay for things that are too complex. Just because technology allows you to do something advanced doesn’t mean consumers will embrace it.

Then the spiral begins. A downturn in the economy, consumers cut back, tech companies keep losing money, and then layoffs. We see this in one article after another. This January, The New York Times had an article about tech layoffs in the US. As of January, more than 146,000 tech workers were laid off. The tech-heavy NASDAQ keeps losing ground.

The key is to create easy-to-use, low-cost tech products that consumers will use. At our company, DPI, we have embraced a different philosophy, the art of automation. We have created a client management system (CRM) that automates many of its tasks. This way, a real estate agent doesn’t have to sit around doing data entry. The system automatically captures the info and agents are alerted when they need to make a phone call or when a client is searching for something on their website.

The key here is automation. Make programs easy to use. Seamless. When we drive an automobile, we don’t want to worry about the mechanics of how the engine or transmission works. We want it to perform as expected. It’s the same thing with technology. Keep IT systems simple. Make sure both the user and client feel comfortable using the software to get their desired results. Most of all, tech companies need to turn a profit.

The Role of Big Data in the Future of VoIP

NY Weekly Staff on February 17, 2023

Image Commercially Licensed From: Unsplash

The data generated by even the most basic phone systems concerning conversations with clients, consumers, and vendors constitutes “Big Data,” It can be used to boost your financial results.

 In addition, data files and multimedia information could be added to the mix as people migrate to Internet-based telephony. But how can you maximize your return on investment (ROI) when using VoIP and other forms of big data?

  1. A Clearer Perspective on Your Clientele

When combined with big data analytics, the calls your employees make and receive over a virtual phone service can yield new insights into client locations, demographics, and behavior patterns. This data, in conjunction with information gleaned from other channels such as your help desks, CRM system, and learning management systems, can provide you with a far more comprehensive picture of your client base than you had in the past, bringing you closer to the “360-degree” ideal that facilitates simpler and more efficient marketing and sales. 

Less concrete data, where consumers look for product or service information or what influences buying decisions, may be collected in addition to the conventional personal profile data like location, age, gender, and relationship and employment status. In addition, information from the internet, including social media, VoIP, and big data, can forecast customer spending habits and provide deeper insights into the people who engage with your brand.

  1. Superior Service for Clients

ACD has long been the foundation for call routing in customer care and helps desk settings. For the most part, customers on hold are patched through to the next available support agent in a “first come, first served” fashion. The improved alternatives to ACD, such as skills-based and analytics-assisted routing, are more useful when combined with big data on VoIP. 

This method segments your support staff according to their specific knowledge and abilities. Customers waiting in call lines have their wants and questions assessed as soon as they contact the ACD system. As soon as a support agent with the appropriate expertise becomes available, they are transferred to them. 

With the help of extensive data analysis, analytics-assisted call routing may anticipate which team member will have the right skills, phone style, and personality to assist a given caller effectively.

  1. System and Application Platform Maintenance

Software designed to analyze the most effective platform management is part of the extensive data toolkit for VoIP networks. An initial step in this direction is acquiring network infrastructure, software, and hardware analysis tools. Your users’ connectivity should be maintained as much as possible. VoIP service providers can leverage analytics gleaned from platform management software to accommodate their customers’ varying network needs better. This is done by considering how these customers use the service and adapting accordingly.

  1. Unique Selling Approaches

Finding novel answers is yet another advantage of using big data analytics. Innovation relies on the discoveries made possible by big data analytics. You may use big data to enhance your current offerings and create entirely new ones. For example, customer information is used to help firms better serve their clientele. Feedback from customers is crucial for improving future offerings. Using this knowledge, you may make adjustments that boost customer satisfaction, market share, and bottom line.

  1. Enhanced Teamwork and Business Processes

It’s common for a corporation to employ people in several locations. For example, there could be satellite offices, franchisees, telecommuters, and other remote workers. Maintaining communication between offices in multiple locations is easier with VoIP client software and mobile device apps. They also offer analytics for gauging employee performance and tools for evaluating workers to help with hiring decisions, streamlining operations, and promoting top performers.

  1. Expenses Monitoring 

Enterprise financial management and the emerging subject of Telecoms Expense Management (TEM) are two areas where big data analytics are used. Budgeting and cost control are of the utmost importance. Big data techniques perform effectively for following money spent across organizational boundaries. Data and bandwidth utilization patterns for VoIP connections and hardware-level metrics can be easily spotted using their analytics dashboards. Include employee behavior and usage trends to get a complete picture of where the money is going and where cuts can be made.

  1. Expenses Cut 

The analysis of large data sets can also be used to cut expenses. You’ll save time and money thanks to the streamlined operations and increased productivity that automation brings. You can, for instance, use big data to monitor your customers’ actions and choices. If you have this data, you can create advertisements that are more likely to convert. Simply put, your marketing dollars will go further thanks to the insights provided by big data.

Saving money is another area where big data can be helpful. For instance, big data can be used to monitor production processes in factories. As a result, the operation can be made more streamlined and effective by pinpointing friction and inefficiency points.

  1. Improved Safety & Security

Fraudsters and other parties launching malicious attacks against VoIP networks can be thwarted if security flaws can be identified in time. The traffic, calls, and usage history on your web can be analyzed using big data to help identify potential weaknesses and “likely suspects” for hacker-style activity. A network’s unwelcome traffic can also be reduced with analytics. 

  1. Exemplifying the Value of Big Data with Voice over IP

When it comes to making business decisions, more knowledge is always better. Today’s approaches are light years ahead when collaborating on a project, using cutting-edge technology like VoIP to create dynamic and effective presentation-based communication. Executives’ capacity to interpret the data improves alongside expanding collaborative possibilities.

Maximizing the return on this funding by mining Big Data insights from VoIP calls is a viable strategy. However, future company executives will need to do more than “connect,” “call,” and “hang up” but instead “collect,” “analyze,” and “act” on the information they gather.

When working with large amounts of data, it can be tempting to toss everything into the mix and see what sticks. The only way to gain insight and actionable analysis — whether to enhance the customer experience, streamline processes, or fortify security — is to zero in on what matters most. 

Many businesses now rely heavily on data, and those who have figured out how to properly organize and analyze this resource are more likely to excel in their field. Therefore, whether you employ unified communications or have a significant volume of incoming or outgoing customer service calls, you should consider how best to incorporate your data plan into your VoIP strategy.

Why Should You Consider Becoming a Designer?

NY Weekly Staff on February 17, 2023

Image Commercially Licensed From: Unsplash

As you’re probably aware, the world is going through a period of rapid change. The way we communicate with each other and get information has changed dramatically in recent years. Today, people can use a wide array of tools to simplify every process, regardless of what you need, to crop picture or edit a video, there are plenty of easy tools like Vista Create to help.

As a result- of such technological development, many jobs have been lost and new ones created. One area that has been transformed by this shift is the design profession. And if you want to be part of the future of digital professions, then becoming a designer is a great place to start! In this post, we are going to dwell on this profession and the reasons to consider it.

The essence of the profession

Designers are at the forefront of the technological revolution because they understand how technology works and how it can be used to create new experiences for people. 

For example, designers can help businesses make sure their websites are convenient and user-friendly so that more people will visit them. They also work with companies that are developing new products or services so that they can make sure those products or services are intuitive for users.

Designers are responsible for creating everything from websites to logos to apps, and their skills are in high demand. According to the Bureau of Labor Statistics (BLS), employment opportunities for graphic designers are expected to grow 11% over the next decade, which is faster than average for all occupations.

Why become a designer?

If you have ever thought about becoming a designer, you may be wondering why. There are plenty of reasons to consider this profession.

First, being a designer offers a wide range of career options. You can work as a freelancer or start your own business as an in-house creative designer. Also, you will have the opportunity to work for different types of companies and create branding, websites, print materials, apps, or any other type of visual communication for brands and businesses.

Second, designers are in high demand. According to the Bureau of Labor Statistics (BLS), there will be more than 1 million job openings for designers in 2024. And that’s just in the United States; this number is expected to grow even larger worldwide!

Third, being a designer can help you advance your career quickly if you choose the right path. Here, everything depends on you, your persistence, and your readiness to work hard. Of course, one should be talented and creative to become successful in this niche. But, believe it or not, sometimes persistence is way more important than talent. If you want to become a pro in design and will do all it takes, you are sure to succeed.
In addition to the growth of jobs, there are also huge potential benefits associated with becoming a designer:

  1. You’ll be ahead of the game when it comes to the future of digital professions. We believe that there will be more opportunities than ever before for designers—and all kinds of designers—in the coming years. With so many new technologies being developed, there’s bound to be a demand for people who can design.
  2. You’ll have a flexible lifestyle that allows you to work from home or anywhere else you want! Designers are often able to take advantage of their creativity and use it in their day-to-day lives without having to worry about an office or other restrictions on their time management. So, they can easily travel while maintaining their jobs.
  3. You will make a decent income. Professional designers are highly demanded and well-paid. So, why not devote some time to becoming a real pro and then living without any worries about money? We think this hard work will eventually pay off.

Final say

If you’re considering a career in design, the benefits are clear. You’ll have access to a wide range of opportunities and an ever-changing field. And if you’re not sure what you want to do, being a designer is a great way to start out and gain experience in a field that’s constantly evolving. Besides, you’ll be working with some of the most creative minds on earth! 

The Future of AI in Entertainment: A New Era of Film-Making

NY Weekly Staff on February 14, 2023

The integration of Artificial Intelligence (AI) into various industries has been swift, and the entertainment industry is no exception. The film industry, in particular, is set to be revolutionized by the power of AI, and the future of film-making is set to be drastically different from what we know today. 

In the future, films will be created with the help of AI, which will analyze vast amounts of data, provide insights, and generate ideas. This will lead to the creation of stories that were previously impossible to conceive. Moreover, AI will also streamline the writing and production process, making it easier and faster for filmmakers to bring their ideas to life. 

One such example of this future is the upcoming film produced by Unreal Video Production, directed by David Sarian and Kostya Yezagelian. The film will be the first to be generated by ChatGPT, an AI language model, and will be filmed on May 20th. This film will be a testament to the vast potential of 

AI in the film industry and will provide a glimpse into what the future of film making holds. 

AI will not only change the way films are written and produced but also the way they are consumed. AI-powered films will be able to analyze the audience’s preferences and adapt the content accordingly, providing a truly personalized experience. This will lead to a new era of interactive films that will captivate and engage audiences in ways never seen before. 

In conclusion, the future of AI in entertainment is exciting, and it’s set to transform the way films are created, produced, and consumed. With the advent of AI-generated scripts and the integration of AI into the production process, the film industry is set to enter a new era of innovation and creativity. The upcoming film by Kostya and David, is a testament to this future and is set to be a trailblazer in the world of AI and entertainment.

How Does Data Mapping Work In Healthcare Settings

NY Weekly Staff on February 13, 2023

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In healthcare, data mapping refers to gathering information from various sources and consolidating it into a centralized database. It enables healthcare providers to efficiently access patient data and make informed decisions about their treatment.

Healthcare data mapping typically utilizes specialized software that links databases or IT systems. This software maps the data using key attributes such as patient names, medical record numbers, and insurance details. Healthcare providers can quickly and effortlessly access the data adequately mapped.

This article will discuss how data mapping in healthcare works, including STDM, the mapping process, benefits, and challenges below. 

Understanding SDTM 

The Standard Data Tabulation Model (SDTM) was created by the Clinical Data Interchange Standards Consortium (CDISC). The SDTM provides a standard format for data handlers submitting clinical trial data to regulatory agencies. 

The SDTM has two main goals: 

  1. To Promote Electronic Data Submissions: The SDTM makes it easier for organizations and data handlers to submit data in a standard format, making it easier for regulatory agencies to review. 
  2. To Improve Data Consistency: Using the same standards and definitions across studies and clinical trials means more accurate and consistent results. 

SDTM mapping is a crucial aspect of clinical trials. It ensures the collected data is organized and easily readable for analysis. SDTM mapping made easy for researchers to take data from sources that use non-CDISC structure https://blog.formedix.com/the-sdtm-mapping-process-simplifiedand map it into a single, unified repository.

The Process Of Data Mapping

The data mapping process in a healthcare setting involves several stages that provide a comprehensive overview of the data. The steps include the following: 

  • Identify Datasets To Be Mapped 

The first step in data mapping is identifying the datasets that need mapping. This involves selecting databases, systems, or other repositories to provide the source information. 

It also involves checking the data sources, such as patient records, billing systems, electronic health records (EHRs), and laboratory results.

  • Identify Corresponding SDTM Datasets

The next step is determining the corresponding SDTM datasets by comparing the source information to the CDISC standard data models and choosing the most suitable SDTM model for each data set.

  • Collect Metadata Of The Datasets And Corresponding SDTM Datasets

Metadata refers to data that describes other data. In healthcare settings, metadata describes the structure and content of a dataset. It helps researchers analyze the data more quickly. 

  • Map Variables In The Dataset

To ensure consistent data across various sources, collecting metadata such as variable names, types, lengths, and other relevant information for each dataset is essential. This information should then be used to map the dataset variables to the corresponding SDTM domain variables as part of the data mapping process.

  • Create Custom Domains 

Custom domains can be created when there is no appropriate SDTM domain for the data. This ensures that all data is represented in a consistent format, making it easier for researchers to understand and analyze the data. 

The custom domains are created per the CDISC rules and regulations. When creating the domains, you should check that no published domains are available under which the data collected can be mapped. 

Benefits Of Data Mapping In Healthcare

Data mapping in healthcare settings offers several advantages, including the following: 

  • Increased Data Accuracy: By mapping data to an SDTM model, researchers can ensure that data is consistent and accurate across multiple sources. It reduces errors and inconsistencies, leading to more reliable results. 
  • Improved Efficiency: The process of data mapping allows for data to be collected quickly and efficiently, reducing the need for manual processing that can take up valuable time and resources. 
  • Streamlined Processes: Data mapping helps streamline the data collection process by assisting organizations in identifying areas where data is duplicated or missing. In turn, data mapping helps researchers improve their data collection practices. 
  • Bridge Interoperability Gap: Leveraging CDISC standards helps organizations bridge the interoperability gap between different systems, allowing them to share data more quickly and efficiently.

Challenges Of Data Mapping In Healthcare

Despite the many benefits of data mapping in healthcare settings, researchers must still address the following challenges:

  1. Data Quality: The quality of data collected can affect the accuracy of results, so it is essential to ensure the mapped data is high quality and reliable. 
  2. Cost Of Implementation: Implementing data mapping in healthcare settings is expensive, as it typically involves purchasing specialized software and training staff to use them. These initial and other initial clinical trial costs can be significant barriers to implementing data mapping regulations.
  3. Lack of Standardization: There still needs to be a universal standard for data mapping in healthcare settings, which can cause confusion and inconsistencies when mapping datasets from different sources. 

Conclusion

Data mapping is crucial in healthcare settings as it helps ensure that data is accurate and consistent across multiple sources. By using standard data models such as SDTM, researchers can improve the efficiency of their data collection and analysis processes. However, some challenges still need to be addressed to make data mapping more widely adopted and efficient in healthcare settings.

The Rise of AI (Simplifying the Traditional Legal System)

NY Weekly Staff on February 8, 2023

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Adrian Accordi Krawiec is like no other professional working in the Artificial Intelligence (AI) field – he has first-hand knowledge of the issues facing expert witnesses and is devoted to finding creative solutions which involve AI. His ambitious project, mybooking.ai, which seeks to revolutionize the reservation system through AI technology, illustrates his commitment to making big changes in this age of digital transformation. Adrian’s honed skills and passion for leveraging AI to tackle technical matters will undoubtedly see him leaving an indelible mark on this ever-evolving industry.

AI could provide a much-needed shakeup to the expert witness system currently in place. As technological capabilities advance, we can now explore creative alternatives for making sure that only qualified and experienced experts are put forth as witnesses. With AI, there is potential for improving job availability and specialization, resulting in higher quality witnesses and more competitive wages.

Additionally, the ability to ensure accuracy through automated systems could help reduce unreliable outcomes due to bias or illegible handwriting from some of the more seasoned professionals in the industry. It’s an exciting proposition that offers an innovative solution to an age-old problem.

The Latest Court Statements

In January 2023, the Court issued an unexpected ruling that upended longstanding perspectives on expert opinions. The court asserted that a lack of clarity or internal inconsistencies does not automatically constitute falsity under Art. 233 § 4 of the Penal Code.

It instead argued that an opinion could be deemed inaccurate without necessarily being deliberately false. This decision sparked much debate and prompted many to reexamine their understanding of how expert opinions should be used in matters of law. As such, this decision serves as a unique reminder of the potential impact even seemingly minor distinctions can have on legal proceedings.

The court’s latest statement touches on a critical point: any potential false testimony or false opinion presented in a case can only be evaluated once a decision has been reached. Consequently, civil and criminal proceedings could potentially span an entire decade if the expert witness involved gives an imprudent opinion. Though many are understandably dismayed by the idea of such drawn-out investigations, it appears this is the price we must pay to safeguard against any wrongful judgments due to shoddy testimonies.

Today in Poland, it’s quite common to find expert witnesses giving their opinions on legal matters despite not having the authority to do so. No specific qualifications are needed and the only requirement is a clean criminal record. This has led to a surge in "experts" who have obtained degrees from obscure educational institutions, claiming multiple specialties that may or may not be legitimate.

While this practice certainly adds an interesting wrinkle to court proceedings, it raises serious questions about the integrity of Poland’s legal system and how reliable these expert testimonies really are. Rewriting current policies may be necessary in order to maintain trust in the justice system and ensure fairness for all those involved.

Last Say

In conclusion, Artificial Intelligence (AI) presents an opportunity to revolutionize the traditional legal system by implementing more precise and impartial expert witness testimony. This could bolster trust in legal proceedings and result in lucrative investments. Adrian Accordi Krawiec is doing remarkable work to make this optimism a reality—his engagement with the mybooking.ai project is a salient sign of his pledge to the cause. His mission sets him apart as a trailblazer in the AI community and will undoubtedly lead to a fundamental shift in jurisprudence practices.

How to Launch a Dapp

NY Weekly Staff on February 8, 2023

Image Commercially Licensed From: Unsplash

Blockchain technology has revolutionized the way we think about digital technology. With its ability to provide decentralized, secure, and immutable data storage, blockchain has enabled the advent of decentralized applications, or Dapps. Dapps have become increasingly popular with developers, entrepreneurs, and businesses alike as they offer a wide range of advantages in terms of scalability, flexibility, security, and affordability.

Dapps are software applications that run on an open, distributed, and decentralized network. They allow users to interact with the underlying blockchain platform without trusting a centralized service provider or middleman. It makes them incredibly popular for those who want to retain control over their data and privacy.

For those looking to launch their Dapp, there are certain steps to focus on. You should know how to hire Python developers to create a Dapp using Python. In this blog post, we’ll discuss the key points you should consider when launching a Dapp. So, let’s get into it.

Create The Dapp Idea

The first step in launching a Dapp is developing an idea for the application. Think about the functionality you want your app to have, who the users will be, and what problem it solves. If you lack a solid idea for your Dapp, you may find it difficult to create a successful one.

Go through the existing Dapps on the blockchain platform you are building on and study their features. It will help you understand what Dapps work best on the platform and how they are used. Analyzing existing Dapps will also enable you to determine the gaps in the market that you can fill.

Conduct Research and Gather Resources

Once you have a solid idea for your Dapp, it is time to research and gather the resources necessary for creating it. You will need to research the different blockchain platforms available and the tools and technologies required to create a Dapp.

Also, research your targeted audience and the existing market conditions to ensure that your Dapp has the potential to succeed. It will help you make better decisions when building your application and give you a better chance of success.

Hire A Development Team

The next step is hiring a team of experienced developers with the necessary skill set to create a successful Dapp. When hiring developers, it is important to ensure they have the right technical skills and domain expertise. Hiring a team with experience in developing apps is also important, as this will help you avoid common pitfalls.

You need to learn how to hire PHP developers to develop a web app; for a Dapp, you should know how to hire developers with experience in developing blockchain-based applications.

Plan the Technology Stack

Choosing the right tech stack is key to the success of your Dapp. Make sure that the technology stack you choose is up-to-date and compatible with the blockchain platform you are developing on. It will ensure that your application runs smoothly and is well-supported by the platform.

The technology stack includes the languages, frameworks, and databases you will use to develop your application. These should be chosen based on the features you plan to add, scalability, and performance.

Designing and Developing The Prototype

The next step is to design and develop the prototype of your Dapp. It will help you understand how the application works and what improvements can be made. To create a prototype of a Dapp, you should be adept in coding languages such as JavaScript, HTML, CSS, and Solidity.

Prototyping is an important step in the development process, as it helps you iterate and refine your Dapp before launching it. It also enables you to identify potential problems that may arise during the development process.

Testing The Dapp

Testing is a crucial step in launching a Dapp. Make sure to conduct rigorous testing on your Dapp to ensure that all the features are working as expected and that there are no bugs or glitches. You can use automated testing tools to make the process easier and faster.

You can employ various tools and techniques, such as unit testing, integration testing, and system testing, to determine the overall quality of your Dapp. Testing will also help you identify any potential flaws in the application, which can be rectified before launch.

Launch The Dapp

Once you have tested your Dapp and everything is working as expected, you can launch it. Before launching your Dapp, check the documentation and user guide for the platform to ensure that you understand the requirements and any potential restrictions or limitations.

You should also check the market conditions to ensure that your Dapp fits the target audience. It will help you to have a successful launch and achieve success in the world of Dapps.

Promote Your Dapp

Your work is not done just yet. After launching your Dapp, you will need to promote it so that people know about it. You can use various methods such as advertising, press releases, social media campaigns, and word-of-mouth to increase your Dapp’s visibility.

Promoting your app is important for improving user engagement. It can help you gain traction and ensure that your Dapp is successful in the long run.

 

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