#Resolving Data Discrepancies in Search Report
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seoupdateshub · 9 months ago
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udayadaequarelistany · 1 month ago
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How Can a Manufacturing ERP Improve and Fix Errors in Inventory Management?
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Effective inventory management is essential for manufacturing businesses to minimize waste, reduce costs, and ensure timely production. However, manual processes and outdated systems often lead to inventory errors, production delays, and revenue loss. Implementing a Manufacturing Enterprise Resource Planning (ERP) system can streamline inventory management and resolve these challenges. If you’re searching for the best ERP software for the manufacturing industry, the right solution can significantly improve your operations.
Common Inventory Management Issues Faced by Manufacturers
Inaccurate Inventory Tracking: Manual data entry and lack of real-time visibility lead to errors in inventory counts.
Overstocking and Understocking: Inefficient demand forecasting can cause overproduction or shortages.
Delayed Order Fulfillment: Lack of accurate inventory data results in missed deadlines and dissatisfied customers.
High Operational Costs: Poor inventory management increases storage costs and reduces profitability.
How a Manufacturing ERP System Fixes Inventory Management Errors
1. Real-Time Inventory Visibility
A manufacturing ERP provides real-time tracking of raw materials, work-in-progress (WIP), and finished goods. With centralized data, businesses can monitor stock levels across multiple locations, reducing discrepancies and preventing stockouts. Partnering with the best ERP software company in India ensures reliable visibility across your supply chain.
2. Accurate Demand Forecasting
Advanced ERP systems leverage historical data and predictive analytics to forecast demand accurately. This prevents overproduction and ensures adequate stock to meet customer demands. The best ERP solutions in India offer robust analytics features for improved forecasting.
3. Automated Inventory Replenishment
Manufacturing ERPs automate reorder processes based on pre-set thresholds. The system generates purchase orders when stock levels reach a defined minimum, preventing delays and minimizing excess inventory.
4. Efficient Production Planning
ERP software integrates inventory data with production schedules. This ensures materials are available when needed, preventing production halts and enhancing on-time delivery rates.
5. Improved Quality Control
With ERP systems, manufacturers can monitor the quality of raw materials and finished goods. Lot tracking and serial number management ensure defective products are identified and recalled efficiently.
6. Reduced Human Errors
Automation minimizes manual data entry, reducing the risk of human error. Barcode scanning, RFID technology, and automated reporting enhance accuracy in inventory management.
Conclusion
A manufacturing ERP system is a powerful tool to eliminate inventory management errors, optimize stock levels, and improve operational efficiency. By providing real-time visibility, accurate forecasting, and automation, ERP systems empower manufacturers to make informed decisions and meet customer demands effectively.
Looking for the best ERP software for the manufacturing industry? Collaborate with the best ERP software company in India to implement an ERP solution tailored to your business needs.
For expert guidance on ERP implementation, contact us now and explore the best ERP solutions in India!
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whyismybiznotshowing · 1 month ago
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WebFusion 360: The Definitive Guide to Google Business Profile Optimization
Local businesses often face the frustrating challenge of why their business is not showing up on Google or fixing Google listing issues. Since 2016, WebFusion 360 has been on the frontier of Local SEO solutions, delivering consistent visibility for over 200 businesses. Our data-driven approach and customized strategies significantly improve local search rankings and resolve the nagging problem of businesses disappearing from Google searches. Whether you're a local plumber in New York or a cafe owner in Toronto, we understand the intricacies of Google Maps visibility fixes and Google Business Profile optimizations. In this article, we showcase our expertise and proven methodologies.
Mastering Local SEO: The WebFusion 360 Approach
Data-Driven SEO Audits
WebFusion 360's proprietary audit system identifies why a business isn't showing on Google by examining factors like duplicate listings, misfiled categories, and citation inconsistencies. We integrate Cora SEO analysis, which allows us to delve deep into technical SEO areas, uncovering factors that may hinder your rankings. This process is pivotal in developing strategies tailored to individual client needs.
Implementing Local Search Optimization
Once issues are identified, we employ targeted solutions to enhance your Google Maps and business listing visibility. Our strategies include citation building, local directory cleanup, and reputation management. These activities correct discrepancies affecting Google visibility and secure top 3 map pack placements for clients. Transitioning into visibility challenges, we guide businesses in achieving tailored solutions.
Tackling Visibility Challenges: Solutions for Business Not Appearing in Google Search
Tackling Google Listing Discrepancies
Businesses often grapple with disappearing business listings. WebFusion 360 assists in claiming and verifying Google Business Profiles, ensuring consistent information across all platforms. Our experience reveals that accurate category placement and detailed business descriptions play vital roles in visibility.
Local SEO Strategy Development
Our expert team performs exhaustive competitor SEO analysis and keyword research, essential for developing an effective SEO strategy. Scientific analysis of local search behavior drives our customized content marketing and social media strategies, empowering businesses to rank in Google local results. With firm foundations in place, we tackle the next phase of SEO improvements.
Enhancing Google Business Profile Optimization
Content and Link Building
Building authority through relevant content and link building is a cornerstone of our strategy. WebFusion 360 leverages high-quality content marketing to engage local audiences, coupled with robust link building strategies to enhance domain authority. Our data-driven methodology ensures each element works collaboratively to boost overall online presence.
Strategic Paid Advertising
Paid advertising campaigns, when integrated with organic techniques, turbocharge visibility outcomes. Our PPC strategies are crafted through detailed analytics, ensuring every ad dollar is maximized for strategic impact. As we advance, these combined efforts lay the groundwork for ongoing visibility monitoring.
Sustaining Long-Term Visibility: Monitoring and Adjustments
Performance Monitoring
WebFusion 360 provides transparent reporting and regular performance reviews, keeping businesses informed of their SEO progress. Uti https://medium.com/@whyismybiznotshowing/webfusion-360-the-ultimate-authority-in-google-business-profile-optimization-97046f5b5f36
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bizeebookkeepertx · 5 months ago
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The Value of an Experienced Bookkeeper for Your Business
In the world of business, accurate financial management is a cornerstone of success. Whether you’re running a startup or managing an established enterprise, an experienced bookkeeper can make a significant difference in your financial health and operational efficiency. Here’s why hiring an experienced bookkeeper is a game-changer for businesses.
What Does an Experienced Bookkeeper Bring to the Table?
An experienced bookkeeper offers more than just data entry and record-keeping. Their expertise spans various aspects of financial management, ensuring your business stays compliant, efficient, and financially sound.
Expert Knowledge of Financial Processes With years of experience, seasoned bookkeepers are well-versed in financial systems, accounting software, and industry-specific requirements. They can handle complex transactions, reconcile accounts with precision, and generate reliable financial reports.
Compliance and Accuracy Mistakes in bookkeeping can lead to costly penalties, audits, or cash flow issues. Experienced bookkeepers understand the importance of compliance with tax regulations and financial laws, minimizing errors and ensuring that your records meet legal standards.
Problem-Solving Skills Seasoned bookkeepers can identify and resolve discrepancies quickly, preventing minor issues from escalating into significant problems. Their ability to troubleshoot and implement solutions is invaluable in maintaining financial stability.
Strategic Insights Beyond managing daily transactions, experienced bookkeepers can provide insights into your financial trends, helping you make informed decisions. They can identify areas for cost savings, suggest budget adjustments, and support long-term planning.
Efficiency and Productivity With a streamlined approach, experienced bookkeepers save time by implementing efficient systems and automating repetitive tasks. This allows business owners to focus on growth and core operations.
Why Hire an Experienced Bookkeeper?
Time Savings for Business Owners Managing books in-house can be overwhelming, especially for those unfamiliar with accounting practices. An experienced bookkeeper takes this burden off your shoulders, giving you more time to focus on strategic goals.
Scalability As your business grows, financial management becomes increasingly complex. Experienced bookkeepers can scale their services to meet your evolving needs, ensuring seamless transitions through growth phases.
Cost-Effectiveness While hiring an experienced professional may seem like a higher upfront investment, their efficiency, accuracy, and ability to prevent costly mistakes often result in long-term savings.
Tailored Solutions Experienced bookkeepers understand that every business is unique. They offer customized services based on your specific industry, size, and goals, ensuring that your financial management aligns with your needs.
What to Look for in an Experienced Bookkeeper
When searching for the right bookkeeper, consider these factors:
Credentials: Look for certifications such as Certified Public Bookkeeper (CPB) or QuickBooks ProAdvisor.
Experience: Check their background, including the industries they’ve worked in and the size of businesses they’ve managed.
Technology Proficiency: Ensure they are adept at using modern accounting tools and software.
References: Ask for testimonials or references from previous clients to gauge their reliability and professionalism.
Communication Skills: A good bookkeeper communicates effectively and keeps you informed about your financial position.
The Impact of an Experienced Bookkeeper
Hiring an experienced bookkeeper is an investment in the stability and growth of your business. Their expertise ensures that your financial records are accurate, compliant, and insightful, empowering you to make confident business decisions.
Whether you’re navigating the complexities of tax season, seeking to optimize cash flow, or planning for expansion, an experienced bookkeeper provides the foundation you need to succeed. Don’t underestimate the power of professional financial management — it’s a key ingredient in achieving your business goals.
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matchdatapro · 6 months ago
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The Importance of Fuzzy Search and Matching Tools for Data Standardization
In the modern digital world, data management is essential for businesses, researchers, and developers alike. One of the most significant challenges when working with large datasets is ensuring that the data is accurate, clean, and consistent. Often, data is collected from various sources, which can result in discrepancies such as misspellings, inconsistent formats, or duplicate entries. This is where fuzzy search tools, fuzzy matching software, data standardization tools, and merge database software come into play. These tools not only streamline data processing but also enhance the quality of information that businesses rely on for decision-making.
Understanding Fuzzy Search and Fuzzy Matching Software
Fuzzy search tools are a category of software designed to find approximate matches for data that may be incomplete or inaccurately entered. Unlike traditional search functions, which rely on exact text matching, fuzzy search uses algorithms to identify strings that are similar but not identical. This is particularly useful when searching for names, addresses, product descriptions, or other text-based information that could have been entered in multiple ways.
Fuzzy matching software, a related tool, is used to compare two sets of data and identify similarities or near-matches between them. It helps to find duplicate entries, inconsistent spellings, or similar entries that might be phrased differently (e.g., "Jon" and "John"). This software applies algorithms like Levenshtein distance, Jaro-Winkler, or cosine similarity to measure the degree of similarity between two text strings. The result is a more accurate comparison, even when the data is not perfectly aligned.
The Role of Data Standardization Tools
Data standardization refers to the process of converting data into a common format. This is essential for businesses that rely on data from various sources, as inconsistent formatting can lead to errors, inefficiencies, and challenges in analysis. Data standardization tools help automate this process by ensuring that all data adheres to a predefined format, which can be crucial for tasks like reporting, integration, and analytics.
For example, a dataset might contain addresses in various formats (e.g., "123 Main St" vs. "Main St, 123"). Data standardization tools ensure that all addresses follow the same structure, such as "123 Main Street." These tools often work in conjunction with fuzzy matching software, as they can standardize data before or after matching, helping to eliminate duplicates and inconsistencies.
Merge Database Software for Efficient Data Integration
When dealing with large datasets, there is often the need to merge information from multiple sources. This is where merge database software becomes invaluable. Merge database software automates the process of combining different datasets while resolving issues such as duplicate entries, conflicting data, and format discrepancies.
These tools typically integrate fuzzy search and matching algorithms to ensure that records are correctly merged, even when data entries vary slightly. For instance, if two databases contain information about the same customer but with slight differences in their names or contact details, merge database software can identify and combine the records accurately. This process helps eliminate redundancy and creates a single, cohesive dataset.
Conclusion
In today’s data-driven world, organizations need to ensure that their data is clean, standardized, and easily accessible. Fuzzy search tools, fuzzy matching software, data standardization tools, and merge database software play a crucial role in achieving these goals. By enabling better data matching, standardizing formats, and resolving conflicts across datasets, these tools enhance the accuracy and reliability of business intelligence, analytics, and decision-making processes. For businesses looking to maintain data integrity, investing in these solutions is essential for achieving seamless data management and integration.
Ultimately, the use of these technologies empowers organizations to make data-driven decisions with confidence, knowing their information is precise and consistent across all platforms and systems.
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erpsoftwaredubaiuae · 6 months ago
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How UAE Businesses Can Use ERP to Improve Compliance with VAT Regulations
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Value Added Tax (VAT) compliance has become a critical aspect for businesses operating in the UAE since the introduction of VAT in 2018. Staying compliant with VAT regulations requires precise record-keeping, accurate reporting, and timely submissions. One of the most effective ways UAE businesses can streamline their VAT processes is by adopting a robust Enterprise Resource Planning (ERP) system. In this blog, we’ll explore how an ERP system can help businesses in the UAE improve their VAT compliance and ensure smooth financial operations.
1. Automated VAT Calculation
Manual VAT calculations are prone to errors, especially when dealing with complex transactions across different VAT rates or tax-exempt items. ERP systems automate VAT calculations, ensuring accuracy in every transaction. By defining the VAT rates for different goods and services in the system, businesses can avoid costly mistakes in tax calculation.
With an ERP solution, businesses no longer have to manually input VAT rates, reducing the likelihood of human error. Automated calculation ensures that the correct VAT is applied every time, and that invoices and financial reports reflect the correct amounts.
2. Accurate Financial Reporting
One of the critical aspects of VAT compliance is submitting regular VAT returns, which requires accurate financial reporting. ERP software provides businesses with real-time data on VAT transactions, ensuring that all sales, purchases, and VAT amounts are tracked and recorded properly. This allows for easy preparation of VAT returns in the format required by the Federal Tax Authority (FTA) in the UAE.
ERP systems also generate detailed financial reports that make it easier for businesses to review their VAT liabilities, identify discrepancies, and address issues before filing returns. This reduces the risk of penalties due to incorrect or incomplete reports.
3. Simplified Record-Keeping and Documentation
UAE VAT regulations require businesses to maintain proper records of their transactions, including invoices, credit notes, and tax returns, for at least five years. Manually managing these records can be overwhelming, particularly for larger businesses.
An ERP system simplifies this by storing all VAT-related documentation digitally in a centralized database. Businesses can easily retrieve, review, and present necessary records during an audit, minimizing the stress of last-minute searches for important documents. The system also ensures that records are stored securely and comply with the FTA’s requirements for audit purposes.
4. Seamless Integration with Accounting Systems
For VAT compliance, accurate accounting is crucial. ERP systems seamlessly integrate with accounting modules, automating the tracking of VAT on sales and purchases. These systems handle complex financial transactions and allow businesses to maintain a clear audit trail. This ensures that every transaction is traceable and that the business’s VAT return reflects true data, ensuring compliance.
By integrating different business functions such as inventory management, procurement, and sales, ERP systems provide a holistic view of a company’s VAT obligations, enabling accurate reporting and reconciliation.
5. Real-Time Compliance Monitoring
One of the key benefits of ERP systems is their ability to provide real-time monitoring of compliance. The system allows users to configure VAT compliance checks that trigger alerts in case of any discrepancies or errors. This proactive approach ensures that potential issues are identified and resolved before they affect the business.
In addition to real-time monitoring, ERP systems can be configured to send reminders for VAT filing deadlines, ensuring that businesses never miss important submission dates and avoid penalties for late filing.
6. Compliance with Changing VAT Regulations
VAT regulations are not static; they can change over time based on government policies or new business sectors being introduced under VAT obligations. ERP systems can easily be updated to reflect changes in VAT rates, exemptions, or reporting requirements, ensuring ongoing compliance.
Businesses in the UAE can rely on ERP vendors to keep their systems updated with the latest regulatory changes, reducing the administrative burden of manually updating processes and ensuring they are always aligned with the FTA’s regulations.
7. Multi-Currency and Multi-Location Support
For businesses operating in multiple countries or dealing with cross-border transactions, managing VAT compliance can become even more complex. ERP systems are designed to handle multi-currency transactions and VAT reporting across different locations, making it easier for UAE businesses to comply with local and international VAT obligations.
By consolidating financial data from various regions, the system simplifies reporting and ensures that businesses adhere to VAT regulations no matter where they operate.
Conclusion
In today’s fast-paced business environment, ensuring VAT compliance in the UAE can be a challenging task. However, with the help of an ERP system, businesses can automate VAT calculations, streamline reporting, and maintain accurate records, all while staying compliant with evolving regulations. By implementing ERP, UAE businesses not only reduce the risk of penalties but also gain greater control and transparency over their financial processes.
For businesses in the UAE looking to improve their VAT compliance, investing in a reliable ERP solution is not just a smart move—it’s a critical step toward long-term financial stability and regulatory adherence.
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usa-staffing · 8 months ago
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Role: Data Analyst
Location: Seattle, WA to be 2 days in office
Key Responsibilities:
· Data Collection & Analysis:
o Aggregate data from various sources to perform in-depth analysis, identifying trends, and meaningful correlations that influence business decisions.
o Evaluate Active Directory user and group object attributes to identify discrepancies and implement clean-up processes that align with the organization's IAM objectives.
· Reporting & Visualization:
o Develop comprehensive reports and dashboards that convey complex data in a clear and actionable manner for business stakeholders.
· Email Campaign Management:
o Supervise the planning, execution, and analysis of email campaigns, ensuring alignment with organizational goals.
· Problem-Solving & Collaboration:
o Collaborate with cross-functional teams to address and resolve data-related challenges, contributing to continuous improvement in data management processes.
· Technical Expertise:
o Utilize PowerShell scripting to query and manage Active Directory objects and attributes efficiently.
o Employ advanced Excel/Google Sheets techniques, such as lookups, to enhance data analysis and reporting capabilities.
· Team Leadership:
Just Search on google " CORPTOCORP ", you can find almost thousands of daily US Jobs here , with employer sponsorship in USA and CANADA .
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sathya32 · 11 months ago
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The Growing Demand for Data Scientists: A Simple Explanation
Data scientists are in high demand in the world that is changing quickly nowadays. Why, then, is this line of work in such high demand? Allow me to explain it simply.
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Data scientists resemble detectives in the modern day. To evaluate and comprehend complicated data, they apply their knowledge in computer science, statistics, and mathematics.
Data scientists are in high demand in the world that is changing quickly nowadays. Why, then, is this line of work in such high demand? Allow me to explain it simply. The Data Age
This is the era of data. Every click we make, every search we do, and every post we make on social media creates data. Every second, a tremendous quantity of information is gathered by businesses, governments, and organizations. This data contains insightful information that can help make decisions, enhance goods and services, and resolve challenging issues. To realize its full value, raw data is like a treasure trove that requires a key. Data scientists can help with this.
The Data Scientists' Role 1. Data Collection and Cleaning: Information is gathered from multiple sources by data scientists. This might include anything from social media interactions to past purchases made by customers. After gathering the data, they purge it of any errors or discrepancies. Sufficient data is essential for precise analysis.
2. Data Analysis: After the data has been cleaned, data scientists examine it using advanced algorithms and statistical techniques. They search for trends and patterns that can shed light on significant issues. To determine which products are selling the best and why, for instance, they can examine sales statistics. 3. Predictive Modeling: Using previous data, data scientists create models that forecast upcoming patterns. For example, they could create a model to estimate future revenues or identify which clients are most likely to
4. Sharing Insights: One of a data scientist's most important competencies is sharing their discoveries. They communicate their findings to non-technical stakeholders in a clear and useful manner. Making presentations, reports, or visualizations could be part of this.
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Why is there a demand?
1. Big Data Boom: Due to the proliferation of data from multiple sources, experts who can interpret it all are becoming more and more in demand. Data scientists are required by businesses in order to fully utilize big data. 2. Competitive Advantage: Organizations that use data well might obtain a major edge over their rivals. Businesses that are data-driven can outperform their rivals in terms of innovation, operational efficiency, and consumer understanding. The secret to achieving these advantages is data scientists.
3. Technological Developments: Data is essential to the development of technologies like machine learning and artificial intelligence. The development and improvement of these technologies need data scientists. Their knowledge guarantees the efficacy and accuracy of AI and machine learning models. 4. "Diverse Applications": Data science is not just for one sector of the economy. Data scientists are needed in a variety of industries, including marketing, finance, healthcare, and logistics. There are many work prospects due to the broad range of applications. The sheer amount of data being produced and the requirement for organizations to remain competitive in a data-driven world are what are driving demand for data scientists. Data scientists are essential in today's business because they have the ability to convert unprocessed data into insightful knowledge.
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rnomics · 2 years ago
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A systematic review of non-coding #RNA genes with differential expression profiles associated with autism spectrum disorders
by Jon Stott, Thomas Wright, Jannah Holmes, Julie Wilson, Sam Griffiths-Jones, Deborah Foster, Barry Wright Aims To identify differential expression of shorter non-coding #RNA (#ncRNA) genes associated with autism spectrum disorders (ASD). Background #ncRNA are functional molecules that derive from non-translated DNA sequence. The HUGO Gene Nomenclature Committee (HGNC) have approved #ncRNA gene classes with alignment to the reference human genome. One subset is micro#RNA (#miRNA), which are highly conserved, short #RNA molecules that regulate gene expression by direct post-transcriptional repression of messenger #RNA. Several #miRNA genes are implicated in the development and regulation of the nervous system. Expression of #miRNA genes in ASD cohorts have been examined by multiple research groups. Other shorter classes of #ncRNA have been examined less. A comprehensive systematic review examining expression of shorter #ncRNA gene classes in ASD is timely to inform the direction of research. Methods We extracted data from studies examining #ncRNA gene expression in ASD compared with non-ASD controls. We included studies on #miRNA, piwi-interacting #RNA (pi#RNA), small NF90 (ILF3) associated #RNA (snaR), small nuclear #RNA (sn#RNA), small nucleolar #RNA (sno#RNA), transfer #RNA (t#RNA), vault #RNA (vt#RNA) and Y #RNA. The following electronic databases were searched: Cochrane Library, EMBASE, PubMed, Web of Science, PsycINFO, ERIC, AMED and CINAHL for papers published from January 2000 to May 2022. Studies were screened by two independent investigators with a third resolving discrepancies. Data was extracted from eligible papers. Results Forty-eight eligible studies were included in our systematic review with the majority examining #miRNA gene expression alone. Sixty-four #miRNA genes had differential expression in ASD compared to controls as reported in two or more studies, but often in opposing directions. Four #miRNA genes had differential expression in the same direction in the same tissue type in at least 3 separate studies. Increased expression was reported in miR-106b-5p, miR-155-5p and miR-146a-5p in blood, post-mortem brain, and across several tissue types, respectively. Decreased expression was reported in miR-328-3p in bloods samples. Seven studies examined differential expression from other classes of #ncRNA, including pi#RNA, sn#RNA, sno#RNA and Y #RNA. No individual #ncRNA genes were reported in more than one study. Six studies reported differentially expressed sno#RNA genes in ASD. A meta-analysis was not possible because of inconsistent methodologies, disparate tissue types examined, and varying forms of data presented. Conclusion There is limited but promising evidence associating the expression of certain #miRNA genes and ASD, although the studies are of variable methodological quality and the results are largely inconsistent. There is emerging evidence associating differential expression of sno#RNA genes in ASD. It is not currently possible to say whether the reports of differential expression in #ncRNA may relate to ASD aetiology, a response to shared environmental factors linked to ASD such as sleep and nutrition, other molecular functions, human diversity, or chance findings. To improve our understanding of any potential association, we recommend improved and standardised methodologies and reporting of raw data. Further high-quality research is required to shine a light on possible associations, which may yet yield important information. https://journals.plos.org/plosone/article?id=10.1371%2Fjournal.pone.0287131&utm_source=dlvr.it&utm_medium=tumblr
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seriousbusinessforhumans · 6 years ago
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An annotated guide to the redacted Mueller report
https://www.politico.com/story/2019/04/18/mueller-report-summary-key-findings-1280879
04/18/2019 12:50 PM EDT
 While the investigation did not find hard evidence of collusion, the report detailed numerous instances in which Trump tried to interfere with the probe.
Vol. 1 (Russian interference and shady behavior)
Trump’s campaign knew it would be helped by Russian interference
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Vol. 1, pg. 1
This is the top-line finding of the first volume of Mueller’s report, which focused on Russian interference in the 2016 election and potential collusion. Though the report didn’t find evidence that Trump campaign officials conspired with Russia, it notably confirms that the campaign believed Russia’s efforts would be a political boon as Trump faced off with Hillary Clinton in 2016.
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Trump confidante Roger Stone told the campaign about Wikileaks’ plans
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Vol. 1, pg. 5
The portion is redacted here to avoid “harm to ongoing matter,” which likely refers to Roger Stone’s upcoming trial. Michael Cohen testified to Congress that Stone had told Trump about an upcoming WikiLeaks release in June 2016.
Campaign Chairman Paul Manafort discusses Ukraine with suspected Russian intelligence agent
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Vol. 1, pg. 6
This is the first confirmation from Mueller that Kilimnik’s peace plan would have benefited Russia, and that the campaign continued to share polling data with Kilimnik — a suspected Russian intelligence agent — well after August 2016.
More efforts to influence Trump’s Russia policy
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Vol. 1, pg. 7
A new detail about further efforts — allegedly cleared through the Russian president — to influence the incoming Trump administration through a backdoor plan, facilitated by Kushner. 
Trump associates boosted the Russian disinformation campaign
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Vol. 1, pg. 33
Mueller’s report reveals that “numerous high-profile U.S. persons” amplified fake Twitter accounts created by the Internet Research Agency, a company often dubbed a “troll farm” with close ties to the Russian government that was central to the country’s influence campaign ahead of the election. Among them: Roger Stone, Sean Hannity, Michael Flynn, Jr., and Michael McFaul and members of the Trump campaign.
The Russian influence effort was widespread
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Vol. 1, pg. 35
This shows the extent to which the Internet Research Agency was trying to promote the Trump campaign, even at one point organizing a “Miners for Trump” rally in Philadelphia. But the Trump campaign did not know that the requests for Trump-branded materials were coming from Russians.
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Don Jr. and Wikileaks
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Vol. 1, pg. 59
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Vol. 1, pg. 60
The report confirms that Donald Trump, Jr., communicated via direct message with Wikileaks, as previously reported by The Atlantic.
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Michael Flynn asked Peter Smith to find Clinton’s emails, at Trump’s request
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Vol. 1, pg. 62
This at least partially resolves the Peter Smith mystery — Smith was a GOP operative who tried to solicit dark web hackers to find Clinton’s emails. Mueller says the effort was sanctioned by Trump and Flynn in July 2016, but the fact that Smith was searching for the emails around the same time that Russia was hacking the DNC seems noteworthy. Smith killed himself in May, not long after talking to The Wall Street Journal about his experience, though a suicide note left by Smith said “there was no foul play.”
Peter Smith never met or communicated with Russian hackers
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Vol. 1, pg. 65
A cybersecurity expert named Matt Tait who was enlisted by Smith to help verify the authenticity of any Clinton emails recalled in 2017 that Smith and his colleagues “were not discouraged” when Tait warned them against working with any dark web contacts who could be a front for the Russian government. But Smith appears to have been bluffing about his connections to Russian hackers anyway [wtf? Why?], according to Mueller.
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Papadopoulous didn’t spread the word
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Vol. 1, pg. 93
This is significant, since Papadopoulos appears to have been the first member of Trump’s campaign to learn, in April 2016, that the Russians had dirt on Clinton in the form of thousands of emails. That was before news of the DNC hack was made public in June 2016.
Trump’s knowledge of the Trump Tower meeting
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Vol. 1, pg. 116
Trump told Mueller he had “no recollection” of learning “at the time” that his associates were having a meeting “concerning potentially negative information about” Clinton.
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Donald Trump Jr. tells the Russians the sanctions issue can be revisited
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Vol. 1, pg. 118
This passage indicates that Trump Jr. told the Russians that they could revisit the Magnitsky Act sanctions if Trump won the presidency. This is significant given the administration’s early efforts to lift sanctions on Russia. But, according to Mueller, the Russian lawyer and lobbyist who met with the campaign tried to meet with the transition team after the election to discuss the Magnitsky Act and were unsuccessful.
The RNC Ukraine platform change
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Vol. 1, pg. 123
Mueller did not establish that Trump directed Gordon, a senior campaign advisor on policy and national security, to dilute a proposed amendment to the Republican Party platform expressing support for providing "lethal" assistance to Ukraine in response to Russian aggression. Gordon was instructed by the campaign’s policy director to only challenge platform planks if they directly contradicted Trump’s wishes, according to Mueller.
Putin ordered a founder of Russia’s largest bank to contact Trump associates
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Vol. 1, pg. 146
This section sheds light on how beholden wealthy businessmen, known as oligarchs, are to the Kremlin in Russia — and how Putin used the oligarchs as influence agents during and after the election.
Kushner and Flynn meet with Kislyak in December 2016
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Vol. 1, pg. 160
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Vol. 1, pg. 161
Mueller confirms here what had been previously reported about Kushner’s attempts to set up a backchannel line to Russia using secure facilities at the Russian embassy — an idea Kislyak nixed.
Jared Kushner's Meeting with Sergey Gorkov
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Vol. 1, pg 161
In this section, Mueller outlines yet another Putin-sanctioned outreach to Trump’s transition, via an oligarch, as well as a discrepancy between Kushner and Gorkov’s version of events. Kushner told Mueller that the meeting was diplomatic, whereas Gorkov said it was to discuss business.
Gorkov apparently told an investment bank executive that his trip to New York to meet with Kushner was sanctioned by Putin, and that he’d report back to Putin upon his return. The investigation did not resolve the apparent conflict in the accounts, according to Mueller, but it also did not find evidence that Kushner and Gorkov engaged in any substantive follow-up after the meeting.
— An American Alfa Bank lobbyist tries to set up a backchannel, but is rebuffed.
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Vol. 1, pg. 163
This section outlines yet another previously unreported effort by the Russians — called Project A — to set up a backchannel to the transition team using Alfa Bank in December 2016. Richard Burt, a former U.S. ambassador to Germany who has done work for Alfa, reached out to the head of the Center for National Interest’s Dmitri Simes and asked if Simes could arrange a meeting between Kushner and Aven to set up a high-level communications channel between Putin and the incoming Trump administration. Simes apparently demurred, noting the heightened scrutiny surrounding Russia’s election interference.
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Why Mueller didn’t see crimes in the Trump Tower meeting
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Vol. 1, pg. 187
Mueller’s prosecutors concluded they faced major legal hurdles in trying to prove that Trump’s aides and family members committed a crime by attending the Trump Tower meeting and expressing interest in getting dirt on Clinton from the Russians. While some liberal commentators have said such an effort was clearly an instance of collusion, Mueller’s team found that such a criminal case would face serious challenges in court and the obstacles could be insurmountable, especially since those involved were not well-versed in campaign finance law.
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tukaixyz · 4 years ago
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Bank Reconciliation in QuickBooks Online: Why and How Should You Do it?
Before you find out the need for QuickBooks Bank Reconciliation, it is very important to first understand what Bank Reconciliation actually is. Reconciling QuickBooks is basically an arrangement of matching the financial transactions present on the bank statements to what you have on your QuickBooks record. It should be noted that reconciling bank accounts with QuickBooks is an essential part for the business, as it can smoothly manage the momentous data. It’s important to understand the significance of the bank reconciliation with the help of cash flow analysis of the business.
What Is Bank Reconciliation in QuickBooks Online?
Like in QuickBooks Desktop, bank reconciliation for your business accounting in QuickBooks Online is a separate event. It is its own module, exclusive from the chart of accounts, check register, and bank feed tools. Just because you have entered transactions into QBO using forms, the bank feed, or some third-party data fetching app, you still need to reconcile your bank accounts in QuickBooks.
Typically, you’ll be reconciling your checking, savings, and credit card accounts. Some might reconcile other current asset accounts and other liability accounts, even equity, but this article will focus on how to reconcile bank statements in QuickBooks Online.
Why and When Should You Reconcile in QuickBooks Online?
You should reconcile your bank accounts monthly, ideally around the same time you get your bank statement alert that it is available.
Why is that?
So QuickBooks Online matches what your bank or credit card institution says you have, says you spent, and says you earned. The ending balance of the prior month should match the beginning balance of the next month (even if just for a few seconds!). And your QuickBooks Online register balance at the end of the last month should certainly match the same on your bank statement.
Your accountant will likely be the one who actually does your bank reconciliations in QuickBooks Online. If the chart of accounts is a backbone of accounting and if the bank feed is a backbone tool of QuickBooks Online, then bank reconciliation is the monthly culmination of life inside of your financial data. Reports are important no doubt, but bank reconciliation is crucial to a healthier business existence. If your bank reconciliation is current and the balances all match, the file itself is 98% healthy.
Finally, this essential accounting task might be the very best barometer of how much time it is going to take your accountant to clean up your QBO file.
How to Reconcile a Bank Statement in QuickBooks Online
Let’s walk through a step-by-step example of how to reconcile in QuickBooks Online.
There are two ways to access the Reconcile module/page. You can click on “Accounting” in the side panel on the left, and then click on “Reconcile,” or, from the gear menu (A QuickBooks term referring to the gear icon), you can click on “Tools” and then “Reconcile.” Either option, will take you to the same place. See the first screenshot below.
Once you’re on the Reconcile page, select the account that you want to reconcile from the drop-down menu. As you can see in the screenshot, we’ve selected a checking account to reconcile.
Normally you would click “Reconcile”—or “Resume reconciling” if you have already started the reconciliation—but notice that we’re getting an alert that our account isn’t ready to reconcile due to an issue. There’s also the option to fix this issue under “We can help you fix it.”
In this case, we have likely either deleted or modified a previously reconciled transaction, so before we can reconcile the next month, we need to resolve it.
Here are a few common mistakes that can mess up reconciliation in QuickBooks Online (and result in you getting a similar alert): changing the date of a transaction, deleting or voiding a previously reconciled transaction (like a check or a bill), or changing the source account of a previously reconciled transaction. These are all things you will want to refrain from doing.
If you think you need to delete something, you should always check with your business accountant first. Deleting something can cause discrepancies between the ending balance from your last reconciliation or it can unreconcile a transaction that was already reconciled. Obviously, you wouldn’t want to do either of these.
Let’s get back to our case example. How do we fix our issue so we can start to reconcile in QuickBooks Online? We click on the blue “We can help you fix it” link to see what went awry.
The screenshot below is of the Reconciliation Discrepancy Report. This is where you’ll land when you click the fix-it option. In the example, the issue was caused by someone forcefully reconciling an expense by entering an “R” in the checkmark column of the register. This is something you should never do as it does not actually reconcile the transaction—it simply causes a discrepancy.
Fortunately, we can change it back to a “C” for clearing while in this window. Note the result of this quick fix in the screenshot below.
Fixed!
Now we’ll navigate back to the Reconcile page. Notice, in the screenshot below, there are two other blue links in the upper right window of Reconcile.
“Summary” is a list of the prior reconciliations and when they were completed. The “History by Account” link shows similar information to the Summary page, but includes changes/auto-adjustments to the prior reconciliations, as well as the ability to print out a reconciliation report.
If you click on “History by Account,” you’ll see the screen below. (The “Undo” option is something only the accountant can do. You will not be able to see it.)
When we click to view the report, the screenshot below is what we see. A QuickBooks Online tip: this report can get very long, so you can check the “Hide additional information” box, in order to only see data up to the statement ending date. This will help you visually so you don’t get confused with transactions dated past the date you are trying to reconcile to.
To return to the Reconcile window, click the blue “Reconcile” link at the top right corner of the report.
We’re ready to start to reconcile a bank statement in QuickBooks Online, so it’s time for us to enter the statement information.
As you can see below, there are three critical fields: the “Beginning balance,” the “Ending balance,” and the “Ending date.”
We want to reconcile a bank statement for the month ending June 30, 2018, so that’s what we’ll enter as the end date. The statement shows an ending balance of 1,068,099.65 as of June 30, so we enter that in, as well. The “beginning balance” field will be auto-populated with the end balance of the previous month (May 2018).
Next we’ll click on “Start reconciling.”
The screenshot below is the page you’ll be taken to next. You’ll need to check this page against the bank statement and check off all of the transactions—payments, deposits, etc.—that show up on the bank statement as cleared.
The more transactions you check off, the lower the difference will be between the statement ending balance and the cleared balance, until finally the difference field will be zero.
Let’s look at some key ways to filter the above window that will help you locate transactions. The window defaults to all transactions in the register that have yet to be reconciled by the statement ending date.
You can filter the window by Payments or Deposits to streamline the visual. If you click on the filter icon, you can see more options for filtering the data including: Cleared status (the “C” in register column), Transaction type, Payee, and Date.
The Find field can search based on memo, reference number, amount, and greater than/less than.
You can edit any information from your statement by clicking the Edit Info tab. 
You can also choose to save the work for later, if you’re still trying to figure out why the “Difference” between “Statement ending balance” and “Cleared balance” is not zero.
Ultimately, your goal is Success! Window below. Once you get to this page, then you can run the Reconciliation report that we looked at earlier by clicking on “View report.” Alternatively, you can click on “Done” if you don’t want to run the report right now.
Final Word on QuickBooks Online Bank Reconciliation
It’s a good idea to get into the habit of reconciling your bank statements in QuickBooks online on a monthly basis. And the best practice is to do it as soon as you receive your bank statement. 
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davidrusselblr · 4 years ago
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ERP Software in Saudi Arabia – All You Need to Know
Erpisto #1 ERP Software in Saudi Arabia The chances are that ERP will be mentioned when you search for business solutions. ERP stands for Enterprise Resource Planning. ERP stands for Enterprise Resource Planning. It's a type of software that manages and simplifies all essential business processes.
These include accounting, inventory management, human resource oversight, and placing orders. ERP is a software that streamlines processes and provides valuable insights and data to management.
ERP systems have existed since the 1960s. The latest ERP systems are equipped with Artificial Intelligence and machine learning technology, which enhances their support for management. ERP allows decision-makers to focus on the important tasks of improving the productivity and profitability of their workforce.
ERP systems often include multiple applications that can be synchronized together. One ERP application may be used for sales, while another one is used for accounting. They would be able to access identical data.
ERP Software in Saudi Arabia can be beneficial to businesses of any size - small, medium, large, and all types, such as manufacturers, wholesalers and retailers.
Cloud hosting can also increase the performance of an ERP system. 
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Why do you need an ERP system?
It is possible to believe that your company functions well and that you don't need an ERP system. You could be mistaken. These are just a few of the signs that an ERP could be a good fit for your company.
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ERP systems are also efficient because the data from different divisions within your company is synchronized. When you make a sale via your ERP system, the transaction is automatically logged and made available to the accounting department.
Instead of spending time balancing books and tracking data, your employees can focus on more important tasks that will increase the profitability of your company. ERP Software in Saudi Arabia can increase productivity in many ways.
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Data discrepancy can lead to certain transactions being missed. This can lead to headaches if you've ever tried to find out why certain payments vanished.
Inefficient data management is the root cause. ERP systems are able to automate the data collection process and create a data web among different branches within your company. ERPs provide real-time financial reporting and ensure that there are no inaccuracies.
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In recent years, businesses have been in fierce competition. To capitalize on the most recent business trends, you need to take decisions quickly. Without accurate and timely business insight, you can't make these decisions.
ERP systems are here to help. ERP systems give you a complete overview of your business so you can spot potential opportunities and capitalize. As mentioned above, many of the most recent ERP Software in Saudi Arabia include machine learning technology that predicts trends and puts you ahead of your competition.
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To be competitive, every business must have customers. Your profits will drop if you don't satisfy your customers. Without the right data metrics, it can be difficult to predict what customers want and how you can keep them happy.
ERP systems can do exactly this. ERP systems give you a 360-degree view of all the business' performance, allowing you to identify lapses and devise strategies to improve customer service.
5. Are you struggling to adhere to the regulations in your industry?
An ERP system also allows you to easily track your company's compliance with regulations. It can be time-consuming and difficult to make sure your company is following the regulations in your industry.
This involves using spreadsheets and a lot paperwork. This is not always efficient and can result in a lot of irregularities.
ERP Software in Saudi Arabia make it easy to keep up with regulatory requirements. The system can be configured based on your industry and you can see if the various divisions are following the regulations from your dashboard.
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How do you implement an ERP system in your organization?
It is important to recognize the importance ERP systems and to be aware of the different ways to implement them in your business. These are the steps you should take to ensure that your ERP system is properly implemented in your company.
A. Draw a map of the divisions in your organization
When implementing an ERP system within your company, the first thing you need to do is determine which sector of your business would benefit from it. Each organization is unique, so the ERP tools available on the market are different for every type of organization. You can identify the best ERP system for your business by mapping out its various segments.
B. Choose the Best ERP Solution
There is no one best ERP system. However, certain ERP systems might be more suitable for certain organizations than others. Before you make a decision about which ERP Software in Saudi Arabia you will use, consider the benefits it offers and how they can benefit your company.
C. Don't hesitate to ask for professional assistance
Professional advice can help you make the process of setting up your ERP system and training your employees to use it. Professionals have the experience to implement this software for businesses. They also have all of the technical knowledge required to resolve any problems you might encounter.
ERP Software in Saudi Arabia are vital for all businesses. This isn't a one-size fits all solution. It is important to take time to find the right software for your company and make the most of its features.
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creditboss · 4 years ago
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REASON TO CHECK CREDIT REPORT REGULARLY
It should be at the top of the list of your personal financial practises to periodically check your credit report. A credit report will serve as a shining light on your financial record, enabling the lender to expose your personal payment history and creditworthiness, allowing them to determine whether or not to accept your loan and credit card application. You can also act as a sentinel against identity theft and consumer fraud with your credit report. That is why it is recommended to regularly check your credit report.
Help you to know the impact of any missed payments: It might happen that you would often skip paying your credit card bills or loan EMIs. It can have a negative effect on your credit score to skip these payments. You will get to know just how much effect you have on your financial health due to missing or delaying your loan EMIs and credit card bills on time by checking your credit report.
Informs you of your creditworthiness: Based on the estimate of your credit score, lenders and credit card issuers send your loans and credit card data to the credit bureaus. Testing your credit report will let you know your current credit score and, if it is not up to the mark, take corrective action to boost it. This would guarantee that, because of a low credit score, your loan or credit card application is not denied by your lender.
Detecting and disrupting any errors: Incorrect records of your bank accounts or replication of the same loan or credit card account might also be on your credit report. In certain situations, your credit accounts can be combined with information from someone else that may adversely impact your credit score. At present, the only way to identify such incorrect or wrong information listed in your credit report is to review your credit report regularly. Upon noticing some dispute in your credit report, contact your lender or credit bureau immediately to resolve it as soon as possible.
Helps in detecting identity theft: You can be a victim of fraud if you come across accounts that are not yours or names you don't know, which may result in a decrease in your credit score. If you periodically check your credit report, you can easily detect such identity fraud and prevent anyone from misusing your identity, which would otherwise prove very expensive for you in the long run.
Helps you keep an eye on your credit score: When you apply for loans or a credit card, getting a good credit score is crucial. You will keep an eye on your credit score and consider your current credit status by regularly checking your credit report. It is recommended that you take action to boost what would help you qualify for a better interest rate in the future if you come to realise that your credit score is not in good shape.
BOTTOM LINE
Regularly checking your credit reports will help you patch any discrepancies and search for signs that your identity has been stolen. And your credit score may be adversely influenced by these errors in your credit report. It is therefore critical for you to be aware of the details found in your credit report and how it affects the health of your credit. Whether you're following this procedure faithfully. In order to get loans and credit cards at low interest rates, you will also be able to boost and develop your credit score.
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dailynewswebsite · 4 years ago
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How pharma can build trust in COVID-19 vaccines: Transparency on trials and side-effects
A girl walks by graffiti studying 'No vaccine, No monitoring, No COVID', in Montréal on Aug. 16, 2020. THE CANADIAN PRESS/Graham Hughes
Promising outcomes from massive scientific trials testing three vaccines to forestall COVID-19 convey us a step nearer to a broadly out there vaccine.
On Nov. 9, Pfizer’s interim evaluation from its Section three vaccine trial revealed it prevented 90 per cent of COVID-19 circumstances. (The vaccine’s efficacy was revised to 95 per cent in a latest extra full evaluation of the info.) Only one week later, Moderna introduced interim outcomes from its personal Section three trial: its vaccine conferred 94.5 per cent safety towards sickness.
On Nov. 23, AstraZeneca reported an interim evaluation from two separate Section three trials that checked out two dosing regimens. Its COVID-19 vaccine, developed with the College of Oxford in the UK, was 70 per cent efficacious total, with one dosage routine defending towards the illness 90 per cent of the time.
However a vaccine that works is ineffective if individuals are unwilling to take it.
Vaccine hesitancy
Polling in the USA and Canada reveals rising mistrust of COVID-19 vaccines. This mistrust threatens the widespread uptake of the vaccine required to convey an finish to the pandemic.
The proportion of People surveyed who “would get a possible coronavirus vaccine” has dropped to 52 per cent in November from 72 per cent in April. Notably, the November ballot was carried out after Pfizer’s announcement.
The same development is seen in Canada. In July, 46 per cent of Canadians polled indicated they might get vaccinated “as quickly as doable,” 32 per cent would “look forward to others to go first and immunize later,” and 14 per cent wouldn’t get vaccinated. After Pfizer’s announcement, Canadians surveyed had been barely extra reluctant: solely 40 per cent would get a vaccine straight away, whereas 36 per cent would wait.
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Jennifer Haller waits in an examination room earlier than being given a shot within the first-stage examine of Moderna’s coronavirus vaccine on March 16, 2020, on the Kaiser Permanente Washington Well being Analysis Institute in Seattle. Haller was the primary particular person to obtain the shot. (AP Photograph/Ted S. Warren)
The World Well being Group defines vaccine hesitancy as “the reluctance or refusal to vaccinate regardless of the provision of vaccines,” and has recognized it as a number one risk to international well being. Whereas vaccine hesitancy is a fancy social phenomenon, with COVID-19 it’s clear that the speedy tempo of vaccine improvement and its perceived politicization are driving mistrust.
Transparency builds belief
As vaccine builders and sponsors of ongoing trials, pharmaceutical corporations are uniquely located to assist promote public belief in COVID-19 vaccines.
Pharma should guarantee better transparency in vaccine trials. Transparency will permit impartial scientists to evaluate the rigour of trial designs and the reliability of outcomes. Additional, transparency could enhance public understanding of and confidence in vaccine improvement.
Pharma has taken some steps in the correct route.
In September, 9 corporations growing COVID-19 vaccines issued a public pledge to be sure by science — not politics. They affirmed that vaccine improvement can be guided by “excessive moral requirements and sound scientific ideas” and that functions for regulatory approval will solely be made “after demonstrating security and efficacy by means of a Section three scientific examine.”
Subsequently, 4 corporations (AstraZeneca, Johnson & Johnson, Moderna and Pfizer) took the weird step of creating the protocols for his or her Section three vaccine trials public. The protocol is the detailed plan for the trial, and it incorporates data on recruitment of volunteers, vaccine administration, participant followup and statistical evaluation.
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A volunteer is injected with AstraZenica’s COVID-19 vaccine candidate on the Chris Hani Baragwanath hospital in Soweto, Johannesburg, South Africa on June 24, 2020. (AP Photograph/Siphiwe Sibeko)
Two corporations (AstraZeneca and Moderna) moreover made out there consent paperwork offered to volunteers.
However pharma should go additional.
Information monitoring committees
Section three trials have impartial information monitoring committees that overview in actual time any critical adversarial occasions and tendencies in accumulating information. Historically, the membership of those committees is confidential, and their work is finished in secret.
Of the info monitoring committees overseeing present COVID-19 vaccine trials, we all know subsequent to nothing. This can be enterprise as traditional, however within the face of a worldwide pandemic, enterprise as traditional shouldn’t be adequate.
Learn extra: Canada’s COVID-19 Vaccine Activity Power wants higher transparency about potential conflicts of curiosity
Membership of information monitoring committees needs to be public. Belief could be enhanced by information that individuals making key choices about security in COVID-19 trials have the requisite experience, and they aren’t encumbered by conflicts of curiosity.
Adversarial occasions
On Sept. 8, AstraZeneca’s vaccine trials had been paused on account of a critical adversarial occasion. The subsequent day, whereas a press launch referred solely to a “single occasion of an unexplained sickness,” AstraZeneca’s CEO revealed in a cellphone name to traders that the adversarial occasion concerned a lady hospitalized with transverse myelitis, an irritation of the spinal wire.
One month later, Johnson & Johnson’s Section three vaccine trial was paused “on account of an unexplained sickness in a examine participant.” No additional particulars could be offered, mentioned an organization consultant: “We should respect this participant’s privateness.”
If one had been in search of to inflame mistrust in vaccine trials, it’s tough to think about a more practical technique.
Pharma ought to publicly disclose particulars of any critical adversarial occasion in a vaccine trial. Given the worldwide consideration centered on these trials, a pause — and the plain inference that one thing unhealthy has occurred — is for certain to turn into worldwide information. In trials involving tens of hundreds of individuals, ample particulars of the adversarial occasion will be launched with out imperilling participant privateness.
Revealing the steps taken to analyze the adversarial occasion and the explanations for restarting the trial are a possibility to bolster the cautious oversight of vaccine trials and reassure an anxious public.
Open entry to information
Lastly, pharma ought to commit to creating de-identified participant information from vaccine trials publicly out there as quickly as doable. This permits impartial scientists to analyze and make sure the reliability of analyses. Within the case of discrepant interpretations, these will be mediated and resolved in plain view.
Responding to COVID-19 vaccine hesitancy requires unprecedented — and little doubt uncomfortable — transparency from pharma. However the stakes couldn’t be greater: “Historical past has proven that when public belief in vaccines has been compromised it’s tough to win again.”
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Charles Weijer consults with Cardialen, Eli Lilly & Firm, and Analysis Triangle Institute (RTI) Worldwide.
from Growth News https://growthnews.in/how-pharma-can-build-trust-in-covid-19-vaccines-transparency-on-trials-and-side-effects/ via https://growthnews.in
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